diff --git a/samples/torchvision/efficientnet_b7/graph_hash.txt b/samples/torchvision/efficientnet_b7/graph_hash.txt new file mode 100644 index 0000000000..01e58fa495 --- /dev/null +++ b/samples/torchvision/efficientnet_b7/graph_hash.txt @@ -0,0 +1 @@ +de7c7c5f7a021703f28843bf59e50863ef7d5abd3cf9d761ca54515f4f04676c \ No newline at end of file diff --git a/samples/torchvision/efficientnet_b7/graph_net.json b/samples/torchvision/efficientnet_b7/graph_net.json new file mode 100644 index 0000000000..1373fe3b58 --- /dev/null +++ b/samples/torchvision/efficientnet_b7/graph_net.json @@ -0,0 +1,5 @@ +{ + "framework": "torch", + "num_devices_required": 1, + "num_nodes_required": 1 +} \ No newline at end of file diff --git a/samples/torchvision/efficientnet_b7/input_meta.py b/samples/torchvision/efficientnet_b7/input_meta.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/samples/torchvision/efficientnet_b7/input_tensor_constraints.py b/samples/torchvision/efficientnet_b7/input_tensor_constraints.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/samples/torchvision/efficientnet_b7/model.py b/samples/torchvision/efficientnet_b7/model.py new file mode 100644 index 0000000000..1718bfee5c --- /dev/null +++ b/samples/torchvision/efficientnet_b7/model.py @@ -0,0 +1,7693 @@ +import torch + + +class GraphModule(torch.nn.Module): + def forward( + self, + L_self_modules_features_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + s1: torch.SymInt, + L_x_: torch.Tensor, + L_self_modules_features_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + 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L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_8_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_8_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_8_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_classifier_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + ): + l_self_modules_features_modules_0_modules_0_parameters_weight_ = ( + L_self_modules_features_modules_0_modules_0_parameters_weight_ + ) + l_x_ = L_x_ + l_self_modules_features_modules_0_modules_1_buffers_running_mean_ = ( + L_self_modules_features_modules_0_modules_1_buffers_running_mean_ + ) + l_self_modules_features_modules_0_modules_1_buffers_running_var_ = ( + L_self_modules_features_modules_0_modules_1_buffers_running_var_ + ) + l_self_modules_features_modules_0_modules_1_parameters_weight_ = ( + L_self_modules_features_modules_0_modules_1_parameters_weight_ + ) + l_self_modules_features_modules_0_modules_1_parameters_bias_ = ( + L_self_modules_features_modules_0_modules_1_parameters_bias_ + ) + l_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc1_parameters_weight_ = L_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc1_parameters_weight_ + l_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc1_parameters_bias_ = L_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc1_parameters_bias_ + l_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc2_parameters_weight_ = L_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc2_parameters_weight_ + l_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc2_parameters_bias_ = L_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc2_parameters_bias_ + l_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_0_parameters_weight_ = L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_0_parameters_weight_ + l_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_buffers_running_mean_ = L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_buffers_running_mean_ + l_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_buffers_running_var_ = L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_buffers_running_var_ + l_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_parameters_weight_ = L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_parameters_weight_ + l_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_parameters_bias_ = L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_parameters_bias_ + l_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc1_parameters_weight_ = L_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc1_parameters_weight_ + l_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc1_parameters_bias_ = L_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc1_parameters_bias_ + l_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc2_parameters_weight_ = L_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc2_parameters_weight_ + l_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc2_parameters_bias_ = L_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc2_parameters_bias_ + l_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_0_parameters_weight_ = L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_0_parameters_weight_ + l_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_buffers_running_mean_ = L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_buffers_running_mean_ + l_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_buffers_running_var_ = L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_buffers_running_var_ + l_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_parameters_weight_ = L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_parameters_weight_ + l_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_parameters_bias_ = L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_parameters_bias_ + l_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc1_parameters_weight_ = L_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc1_parameters_weight_ + l_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc1_parameters_bias_ = L_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc1_parameters_bias_ + l_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc2_parameters_weight_ = L_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc2_parameters_weight_ + l_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc2_parameters_bias_ = L_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc2_parameters_bias_ + l_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_0_parameters_weight_ = L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_0_parameters_weight_ + l_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_buffers_running_mean_ = L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_buffers_running_mean_ + l_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_buffers_running_var_ = L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_buffers_running_var_ + l_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_parameters_weight_ = L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_parameters_weight_ + l_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_parameters_bias_ = L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_parameters_bias_ + l_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc1_parameters_weight_ = L_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc1_parameters_weight_ + l_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc1_parameters_bias_ = L_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc1_parameters_bias_ + l_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc2_parameters_weight_ = L_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc2_parameters_weight_ + l_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc2_parameters_bias_ = L_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc2_parameters_bias_ + l_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_0_parameters_weight_ = L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_0_parameters_weight_ + l_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_buffers_running_mean_ = L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_buffers_running_mean_ + l_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_buffers_running_var_ = L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_buffers_running_var_ + l_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_parameters_weight_ = L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_parameters_weight_ + l_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_parameters_bias_ = L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_0_parameters_weight_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_0_parameters_weight_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_parameters_weight_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_parameters_weight_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_parameters_bias_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_parameters_bias_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_0_parameters_weight_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_0_parameters_weight_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_parameters_weight_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_parameters_weight_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_parameters_bias_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_parameters_bias_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_0_parameters_weight_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_0_parameters_weight_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_parameters_weight_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_parameters_weight_ + l_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_parameters_bias_ = L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_parameters_bias_ + l_self_modules_features_modules_8_modules_0_parameters_weight_ = ( + L_self_modules_features_modules_8_modules_0_parameters_weight_ + ) + l_self_modules_features_modules_8_modules_1_buffers_running_mean_ = ( + L_self_modules_features_modules_8_modules_1_buffers_running_mean_ + ) + l_self_modules_features_modules_8_modules_1_buffers_running_var_ = ( + L_self_modules_features_modules_8_modules_1_buffers_running_var_ + ) + l_self_modules_features_modules_8_modules_1_parameters_weight_ = ( + L_self_modules_features_modules_8_modules_1_parameters_weight_ + ) + l_self_modules_features_modules_8_modules_1_parameters_bias_ = ( + L_self_modules_features_modules_8_modules_1_parameters_bias_ + ) + l_self_modules_classifier_modules_1_parameters_weight_ = ( + L_self_modules_classifier_modules_1_parameters_weight_ + ) + l_self_modules_classifier_modules_1_parameters_bias_ = ( + L_self_modules_classifier_modules_1_parameters_bias_ + ) + input_1 = torch.conv2d( + l_x_, + l_self_modules_features_modules_0_modules_0_parameters_weight_, + None, + (2, 2), + (1, 1), + (1, 1), + 1, + ) + l_x_ = l_self_modules_features_modules_0_modules_0_parameters_weight_ = None + input_2 = torch.nn.functional.batch_norm( + input_1, + l_self_modules_features_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_1 = ( + l_self_modules_features_modules_0_modules_1_buffers_running_mean_ + ) = ( + l_self_modules_features_modules_0_modules_1_buffers_running_var_ + ) = ( + l_self_modules_features_modules_0_modules_1_parameters_weight_ + ) = l_self_modules_features_modules_0_modules_1_parameters_bias_ = None + input_3 = torch.nn.functional.silu(input_2, inplace=True) + input_2 = None + input_4 = torch.conv2d( + input_3, + l_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 64, + ) + input_3 = l_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_5 = torch.nn.functional.batch_norm( + input_4, + l_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_4 = l_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_6 = torch.nn.functional.silu(input_5, inplace=True) + input_5 = None + scale = torch.nn.functional.adaptive_avg_pool2d(input_6, 1) + scale_1 = torch.conv2d( + scale, + l_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc1_parameters_weight_, + l_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale = l_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc1_parameters_weight_ = l_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc1_parameters_bias_ = (None) + scale_2 = torch.nn.functional.silu(scale_1, inplace=True) + scale_1 = None + scale_3 = torch.conv2d( + scale_2, + l_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc2_parameters_weight_, + l_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_2 = l_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc2_parameters_weight_ = l_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc2_parameters_bias_ = (None) + scale_4 = torch.sigmoid(scale_3) + scale_3 = None + input_7 = scale_4 * input_6 + scale_4 = input_6 = None + input_8 = torch.conv2d( + input_7, + l_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_7 = l_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_0_parameters_weight_ = (None) + input_9 = torch.nn.functional.batch_norm( + input_8, + l_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_buffers_running_mean_, + l_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_buffers_running_var_, + l_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_parameters_weight_, + l_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_8 = l_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_buffers_running_mean_ = l_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_buffers_running_var_ = l_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_parameters_weight_ = l_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_parameters_bias_ = (None) + input_10 = torch.conv2d( + input_9, + l_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 32, + ) + l_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_11 = torch.nn.functional.batch_norm( + input_10, + l_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_10 = l_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_12 = torch.nn.functional.silu(input_11, inplace=True) + input_11 = None + scale_5 = torch.nn.functional.adaptive_avg_pool2d(input_12, 1) + scale_6 = torch.conv2d( + scale_5, + l_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc1_parameters_weight_, + l_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_5 = l_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc1_parameters_weight_ = l_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc1_parameters_bias_ = (None) + scale_7 = torch.nn.functional.silu(scale_6, inplace=True) + scale_6 = None + scale_8 = torch.conv2d( + scale_7, + l_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc2_parameters_weight_, + l_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_7 = l_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc2_parameters_weight_ = l_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc2_parameters_bias_ = (None) + scale_9 = torch.sigmoid(scale_8) + scale_8 = None + input_13 = scale_9 * input_12 + scale_9 = input_12 = None + input_14 = torch.conv2d( + input_13, + l_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_13 = l_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_0_parameters_weight_ = (None) + input_15 = torch.nn.functional.batch_norm( + input_14, + l_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_buffers_running_mean_, + l_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_buffers_running_var_, + l_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_parameters_weight_, + l_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_14 = l_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_buffers_running_mean_ = l_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_buffers_running_var_ = l_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_parameters_weight_ = l_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_parameters_bias_ = (None) + _log_api_usage_once = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once = None + input_15 += input_9 + result = input_15 + input_15 = input_9 = None + input_16 = torch.conv2d( + result, + l_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 32, + ) + l_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_17 = torch.nn.functional.batch_norm( + input_16, + l_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_16 = l_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_18 = torch.nn.functional.silu(input_17, inplace=True) + input_17 = None + scale_10 = torch.nn.functional.adaptive_avg_pool2d(input_18, 1) + scale_11 = torch.conv2d( + scale_10, + l_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc1_parameters_weight_, + l_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_10 = l_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc1_parameters_weight_ = l_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc1_parameters_bias_ = (None) + scale_12 = torch.nn.functional.silu(scale_11, inplace=True) + scale_11 = None + scale_13 = torch.conv2d( + scale_12, + l_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc2_parameters_weight_, + l_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_12 = l_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc2_parameters_weight_ = l_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc2_parameters_bias_ = (None) + scale_14 = torch.sigmoid(scale_13) + scale_13 = None + input_19 = scale_14 * input_18 + scale_14 = input_18 = None + input_20 = torch.conv2d( + input_19, + l_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_19 = l_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_0_parameters_weight_ = (None) + input_21 = torch.nn.functional.batch_norm( + input_20, + l_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_buffers_running_mean_, + l_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_buffers_running_var_, + l_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_parameters_weight_, + l_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_20 = l_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_buffers_running_mean_ = l_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_buffers_running_var_ = l_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_parameters_weight_ = l_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_parameters_bias_ = (None) + _log_api_usage_once_1 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_1 = None + input_21 += result + result_1 = input_21 + input_21 = result = None + input_22 = torch.conv2d( + result_1, + l_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 32, + ) + l_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_23 = torch.nn.functional.batch_norm( + input_22, + l_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_22 = l_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_24 = torch.nn.functional.silu(input_23, inplace=True) + input_23 = None + scale_15 = torch.nn.functional.adaptive_avg_pool2d(input_24, 1) + scale_16 = torch.conv2d( + scale_15, + l_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc1_parameters_weight_, + l_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_15 = l_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc1_parameters_weight_ = l_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc1_parameters_bias_ = (None) + scale_17 = torch.nn.functional.silu(scale_16, inplace=True) + scale_16 = None + scale_18 = torch.conv2d( + scale_17, + l_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc2_parameters_weight_, + l_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_17 = l_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc2_parameters_weight_ = l_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc2_parameters_bias_ = (None) + scale_19 = torch.sigmoid(scale_18) + scale_18 = None + input_25 = scale_19 * input_24 + scale_19 = input_24 = None + input_26 = torch.conv2d( + input_25, + l_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_25 = l_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_0_parameters_weight_ = (None) + input_27 = torch.nn.functional.batch_norm( + input_26, + l_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_buffers_running_mean_, + l_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_buffers_running_var_, + l_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_parameters_weight_, + l_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_26 = l_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_buffers_running_mean_ = l_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_buffers_running_var_ = l_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_parameters_weight_ = l_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_parameters_bias_ = (None) + _log_api_usage_once_2 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_2 = None + input_27 += result_1 + result_2 = input_27 + input_27 = result_1 = None + input_28 = torch.conv2d( + result_2, + l_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + result_2 = l_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_29 = torch.nn.functional.batch_norm( + input_28, + l_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_28 = l_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_30 = torch.nn.functional.silu(input_29, inplace=True) + input_29 = None + input_31 = torch.conv2d( + input_30, + l_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_0_parameters_weight_, + None, + (2, 2), + (1, 1), + (1, 1), + 192, + ) + input_30 = l_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_32 = torch.nn.functional.batch_norm( + input_31, + l_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_31 = l_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_33 = torch.nn.functional.silu(input_32, inplace=True) + input_32 = None + scale_20 = torch.nn.functional.adaptive_avg_pool2d(input_33, 1) + scale_21 = torch.conv2d( + scale_20, + l_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_20 = l_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_22 = torch.nn.functional.silu(scale_21, inplace=True) + scale_21 = None + scale_23 = torch.conv2d( + scale_22, + l_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_22 = l_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_24 = torch.sigmoid(scale_23) + scale_23 = None + input_34 = scale_24 * input_33 + scale_24 = input_33 = None + input_35 = torch.conv2d( + input_34, + l_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_34 = l_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_36 = torch.nn.functional.batch_norm( + input_35, + l_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_35 = l_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_parameters_bias_ = (None) + input_37 = torch.conv2d( + input_36, + l_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_38 = torch.nn.functional.batch_norm( + input_37, + l_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_37 = l_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_39 = torch.nn.functional.silu(input_38, inplace=True) + input_38 = None + input_40 = torch.conv2d( + input_39, + l_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 288, + ) + input_39 = l_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_41 = torch.nn.functional.batch_norm( + input_40, + l_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_40 = l_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_42 = torch.nn.functional.silu(input_41, inplace=True) + input_41 = None + scale_25 = torch.nn.functional.adaptive_avg_pool2d(input_42, 1) + scale_26 = torch.conv2d( + scale_25, + l_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_25 = l_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_27 = torch.nn.functional.silu(scale_26, inplace=True) + scale_26 = None + scale_28 = torch.conv2d( + scale_27, + l_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_27 = l_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_29 = torch.sigmoid(scale_28) + scale_28 = None + input_43 = scale_29 * input_42 + scale_29 = input_42 = None + input_44 = torch.conv2d( + input_43, + l_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_43 = l_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_45 = torch.nn.functional.batch_norm( + input_44, + l_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_44 = l_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_3 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_3 = None + input_45 += input_36 + result_3 = input_45 + input_45 = input_36 = None + input_46 = torch.conv2d( + result_3, + l_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_47 = torch.nn.functional.batch_norm( + input_46, + l_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_46 = l_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_48 = torch.nn.functional.silu(input_47, inplace=True) + input_47 = None + input_49 = torch.conv2d( + input_48, + l_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 288, + ) + input_48 = l_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_50 = torch.nn.functional.batch_norm( + input_49, + l_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_49 = l_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_51 = torch.nn.functional.silu(input_50, inplace=True) + input_50 = None + scale_30 = torch.nn.functional.adaptive_avg_pool2d(input_51, 1) + scale_31 = torch.conv2d( + scale_30, + l_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_30 = l_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_32 = torch.nn.functional.silu(scale_31, inplace=True) + scale_31 = None + scale_33 = torch.conv2d( + scale_32, + l_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_32 = l_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_34 = torch.sigmoid(scale_33) + scale_33 = None + input_52 = scale_34 * input_51 + scale_34 = input_51 = None + input_53 = torch.conv2d( + input_52, + l_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_52 = l_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_54 = torch.nn.functional.batch_norm( + input_53, + l_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_53 = l_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_4 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_4 = None + input_54 += result_3 + result_4 = input_54 + input_54 = result_3 = None + input_55 = torch.conv2d( + result_4, + l_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_56 = torch.nn.functional.batch_norm( + input_55, + l_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_55 = l_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_57 = torch.nn.functional.silu(input_56, inplace=True) + input_56 = None + input_58 = torch.conv2d( + input_57, + l_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 288, + ) + input_57 = l_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_59 = torch.nn.functional.batch_norm( + input_58, + l_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_58 = l_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_60 = torch.nn.functional.silu(input_59, inplace=True) + input_59 = None + scale_35 = torch.nn.functional.adaptive_avg_pool2d(input_60, 1) + scale_36 = torch.conv2d( + scale_35, + l_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_35 = l_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_37 = torch.nn.functional.silu(scale_36, inplace=True) + scale_36 = None + scale_38 = torch.conv2d( + scale_37, + l_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_37 = l_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_39 = torch.sigmoid(scale_38) + scale_38 = None + input_61 = scale_39 * input_60 + scale_39 = input_60 = None + input_62 = torch.conv2d( + input_61, + l_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_61 = l_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_63 = torch.nn.functional.batch_norm( + input_62, + l_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_62 = l_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_5 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_5 = None + input_63 += result_4 + result_5 = input_63 + input_63 = result_4 = None + input_64 = torch.conv2d( + result_5, + l_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_65 = torch.nn.functional.batch_norm( + input_64, + l_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_64 = l_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_66 = torch.nn.functional.silu(input_65, inplace=True) + input_65 = None + input_67 = torch.conv2d( + input_66, + l_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 288, + ) + input_66 = l_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_68 = torch.nn.functional.batch_norm( + input_67, + l_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_67 = l_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_69 = torch.nn.functional.silu(input_68, inplace=True) + input_68 = None + scale_40 = torch.nn.functional.adaptive_avg_pool2d(input_69, 1) + scale_41 = torch.conv2d( + scale_40, + l_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_40 = l_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_42 = torch.nn.functional.silu(scale_41, inplace=True) + scale_41 = None + scale_43 = torch.conv2d( + scale_42, + l_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_42 = l_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_44 = torch.sigmoid(scale_43) + scale_43 = None + input_70 = scale_44 * input_69 + scale_44 = input_69 = None + input_71 = torch.conv2d( + input_70, + l_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_70 = l_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_72 = torch.nn.functional.batch_norm( + input_71, + l_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_71 = l_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_6 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_6 = None + input_72 += result_5 + result_6 = input_72 + input_72 = result_5 = None + input_73 = torch.conv2d( + result_6, + l_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_74 = torch.nn.functional.batch_norm( + input_73, + l_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_73 = l_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_75 = torch.nn.functional.silu(input_74, inplace=True) + input_74 = None + input_76 = torch.conv2d( + input_75, + l_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 288, + ) + input_75 = l_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_77 = torch.nn.functional.batch_norm( + input_76, + l_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_76 = l_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_78 = torch.nn.functional.silu(input_77, inplace=True) + input_77 = None + scale_45 = torch.nn.functional.adaptive_avg_pool2d(input_78, 1) + scale_46 = torch.conv2d( + scale_45, + l_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_45 = l_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_47 = torch.nn.functional.silu(scale_46, inplace=True) + scale_46 = None + scale_48 = torch.conv2d( + scale_47, + l_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_47 = l_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_49 = torch.sigmoid(scale_48) + scale_48 = None + input_79 = scale_49 * input_78 + scale_49 = input_78 = None + input_80 = torch.conv2d( + input_79, + l_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_79 = l_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_81 = torch.nn.functional.batch_norm( + input_80, + l_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_80 = l_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_7 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_7 = None + input_81 += result_6 + result_7 = input_81 + input_81 = result_6 = None + input_82 = torch.conv2d( + result_7, + l_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_83 = torch.nn.functional.batch_norm( + input_82, + l_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_82 = l_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_84 = torch.nn.functional.silu(input_83, inplace=True) + input_83 = None + input_85 = torch.conv2d( + input_84, + l_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 288, + ) + input_84 = l_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_86 = torch.nn.functional.batch_norm( + input_85, + l_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_85 = l_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_87 = torch.nn.functional.silu(input_86, inplace=True) + input_86 = None + scale_50 = torch.nn.functional.adaptive_avg_pool2d(input_87, 1) + scale_51 = torch.conv2d( + scale_50, + l_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_50 = l_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_52 = torch.nn.functional.silu(scale_51, inplace=True) + scale_51 = None + scale_53 = torch.conv2d( + scale_52, + l_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_52 = l_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_54 = torch.sigmoid(scale_53) + scale_53 = None + input_88 = scale_54 * input_87 + scale_54 = input_87 = None + input_89 = torch.conv2d( + input_88, + l_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_88 = l_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_90 = torch.nn.functional.batch_norm( + input_89, + l_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_89 = l_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_8 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_8 = None + input_90 += result_7 + result_8 = input_90 + input_90 = result_7 = None + input_91 = torch.conv2d( + result_8, + l_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + result_8 = l_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_92 = torch.nn.functional.batch_norm( + input_91, + l_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_91 = l_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_93 = torch.nn.functional.silu(input_92, inplace=True) + input_92 = None + input_94 = torch.conv2d( + input_93, + l_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_0_parameters_weight_, + None, + (2, 2), + (2, 2), + (1, 1), + 288, + ) + input_93 = l_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_95 = torch.nn.functional.batch_norm( + input_94, + l_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_94 = l_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_96 = torch.nn.functional.silu(input_95, inplace=True) + input_95 = None + scale_55 = torch.nn.functional.adaptive_avg_pool2d(input_96, 1) + scale_56 = torch.conv2d( + scale_55, + l_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_55 = l_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_57 = torch.nn.functional.silu(scale_56, inplace=True) + scale_56 = None + scale_58 = torch.conv2d( + scale_57, + l_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_57 = l_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_59 = torch.sigmoid(scale_58) + scale_58 = None + input_97 = scale_59 * input_96 + scale_59 = input_96 = None + input_98 = torch.conv2d( + input_97, + l_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_97 = l_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_99 = torch.nn.functional.batch_norm( + input_98, + l_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_98 = l_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_parameters_bias_ = (None) + input_100 = torch.conv2d( + input_99, + l_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_101 = torch.nn.functional.batch_norm( + input_100, + l_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_100 = l_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_102 = torch.nn.functional.silu(input_101, inplace=True) + input_101 = None + input_103 = torch.conv2d( + input_102, + l_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 480, + ) + input_102 = l_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_104 = torch.nn.functional.batch_norm( + input_103, + l_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_103 = l_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_105 = torch.nn.functional.silu(input_104, inplace=True) + input_104 = None + scale_60 = torch.nn.functional.adaptive_avg_pool2d(input_105, 1) + scale_61 = torch.conv2d( + scale_60, + l_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_60 = l_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_62 = torch.nn.functional.silu(scale_61, inplace=True) + scale_61 = None + scale_63 = torch.conv2d( + scale_62, + l_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_62 = l_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_64 = torch.sigmoid(scale_63) + scale_63 = None + input_106 = scale_64 * input_105 + scale_64 = input_105 = None + input_107 = torch.conv2d( + input_106, + l_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_106 = l_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_108 = torch.nn.functional.batch_norm( + input_107, + l_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_107 = l_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_9 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_9 = None + input_108 += input_99 + result_9 = input_108 + input_108 = input_99 = None + input_109 = torch.conv2d( + result_9, + l_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_110 = torch.nn.functional.batch_norm( + input_109, + l_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_109 = l_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_111 = torch.nn.functional.silu(input_110, inplace=True) + input_110 = None + input_112 = torch.conv2d( + input_111, + l_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 480, + ) + input_111 = l_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_113 = torch.nn.functional.batch_norm( + input_112, + l_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_112 = l_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_114 = torch.nn.functional.silu(input_113, inplace=True) + input_113 = None + scale_65 = torch.nn.functional.adaptive_avg_pool2d(input_114, 1) + scale_66 = torch.conv2d( + scale_65, + l_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_65 = l_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_67 = torch.nn.functional.silu(scale_66, inplace=True) + scale_66 = None + scale_68 = torch.conv2d( + scale_67, + l_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_67 = l_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_69 = torch.sigmoid(scale_68) + scale_68 = None + input_115 = scale_69 * input_114 + scale_69 = input_114 = None + input_116 = torch.conv2d( + input_115, + l_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_115 = l_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_117 = torch.nn.functional.batch_norm( + input_116, + l_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_116 = l_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_10 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_10 = None + input_117 += result_9 + result_10 = input_117 + input_117 = result_9 = None + input_118 = torch.conv2d( + result_10, + l_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_119 = torch.nn.functional.batch_norm( + input_118, + l_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_118 = l_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_120 = torch.nn.functional.silu(input_119, inplace=True) + input_119 = None + input_121 = torch.conv2d( + input_120, + l_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 480, + ) + input_120 = l_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_122 = torch.nn.functional.batch_norm( + input_121, + l_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_121 = l_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_123 = torch.nn.functional.silu(input_122, inplace=True) + input_122 = None + scale_70 = torch.nn.functional.adaptive_avg_pool2d(input_123, 1) + scale_71 = torch.conv2d( + scale_70, + l_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_70 = l_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_72 = torch.nn.functional.silu(scale_71, inplace=True) + scale_71 = None + scale_73 = torch.conv2d( + scale_72, + l_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_72 = l_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_74 = torch.sigmoid(scale_73) + scale_73 = None + input_124 = scale_74 * input_123 + scale_74 = input_123 = None + input_125 = torch.conv2d( + input_124, + l_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_124 = l_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_126 = torch.nn.functional.batch_norm( + input_125, + l_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_125 = l_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_11 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_11 = None + input_126 += result_10 + result_11 = input_126 + input_126 = result_10 = None + input_127 = torch.conv2d( + result_11, + l_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_128 = torch.nn.functional.batch_norm( + input_127, + l_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_127 = l_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_129 = torch.nn.functional.silu(input_128, inplace=True) + input_128 = None + input_130 = torch.conv2d( + input_129, + l_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 480, + ) + input_129 = l_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_131 = torch.nn.functional.batch_norm( + input_130, + l_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_130 = l_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_132 = torch.nn.functional.silu(input_131, inplace=True) + input_131 = None + scale_75 = torch.nn.functional.adaptive_avg_pool2d(input_132, 1) + scale_76 = torch.conv2d( + scale_75, + l_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_75 = l_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_77 = torch.nn.functional.silu(scale_76, inplace=True) + scale_76 = None + scale_78 = torch.conv2d( + scale_77, + l_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_77 = l_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_79 = torch.sigmoid(scale_78) + scale_78 = None + input_133 = scale_79 * input_132 + scale_79 = input_132 = None + input_134 = torch.conv2d( + input_133, + l_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_133 = l_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_135 = torch.nn.functional.batch_norm( + input_134, + l_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_134 = l_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_12 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_12 = None + input_135 += result_11 + result_12 = input_135 + input_135 = result_11 = None + input_136 = torch.conv2d( + result_12, + l_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_137 = torch.nn.functional.batch_norm( + input_136, + l_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_136 = l_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_138 = torch.nn.functional.silu(input_137, inplace=True) + input_137 = None + input_139 = torch.conv2d( + input_138, + l_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 480, + ) + input_138 = l_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_140 = torch.nn.functional.batch_norm( + input_139, + l_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_139 = l_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_141 = torch.nn.functional.silu(input_140, inplace=True) + input_140 = None + scale_80 = torch.nn.functional.adaptive_avg_pool2d(input_141, 1) + scale_81 = torch.conv2d( + scale_80, + l_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_80 = l_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_82 = torch.nn.functional.silu(scale_81, inplace=True) + scale_81 = None + scale_83 = torch.conv2d( + scale_82, + l_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_82 = l_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_84 = torch.sigmoid(scale_83) + scale_83 = None + input_142 = scale_84 * input_141 + scale_84 = input_141 = None + input_143 = torch.conv2d( + input_142, + l_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_142 = l_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_144 = torch.nn.functional.batch_norm( + input_143, + l_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_143 = l_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_13 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_13 = None + input_144 += result_12 + result_13 = input_144 + input_144 = result_12 = None + input_145 = torch.conv2d( + result_13, + l_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_146 = torch.nn.functional.batch_norm( + input_145, + l_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_145 = l_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_147 = torch.nn.functional.silu(input_146, inplace=True) + input_146 = None + input_148 = torch.conv2d( + input_147, + l_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 480, + ) + input_147 = l_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_149 = torch.nn.functional.batch_norm( + input_148, + l_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_148 = l_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_150 = torch.nn.functional.silu(input_149, inplace=True) + input_149 = None + scale_85 = torch.nn.functional.adaptive_avg_pool2d(input_150, 1) + scale_86 = torch.conv2d( + scale_85, + l_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_85 = l_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_87 = torch.nn.functional.silu(scale_86, inplace=True) + scale_86 = None + scale_88 = torch.conv2d( + scale_87, + l_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_87 = l_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_89 = torch.sigmoid(scale_88) + scale_88 = None + input_151 = scale_89 * input_150 + scale_89 = input_150 = None + input_152 = torch.conv2d( + input_151, + l_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_151 = l_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_153 = torch.nn.functional.batch_norm( + input_152, + l_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_152 = l_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_14 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_14 = None + input_153 += result_13 + result_14 = input_153 + input_153 = result_13 = None + input_154 = torch.conv2d( + result_14, + l_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + result_14 = l_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_155 = torch.nn.functional.batch_norm( + input_154, + l_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_154 = l_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_156 = torch.nn.functional.silu(input_155, inplace=True) + input_155 = None + input_157 = torch.conv2d( + input_156, + l_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_0_parameters_weight_, + None, + (2, 2), + (1, 1), + (1, 1), + 480, + ) + input_156 = l_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_158 = torch.nn.functional.batch_norm( + input_157, + l_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_157 = l_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_159 = torch.nn.functional.silu(input_158, inplace=True) + input_158 = None + scale_90 = torch.nn.functional.adaptive_avg_pool2d(input_159, 1) + scale_91 = torch.conv2d( + scale_90, + l_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_90 = l_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_92 = torch.nn.functional.silu(scale_91, inplace=True) + scale_91 = None + scale_93 = torch.conv2d( + scale_92, + l_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_92 = l_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_94 = torch.sigmoid(scale_93) + scale_93 = None + input_160 = scale_94 * input_159 + scale_94 = input_159 = None + input_161 = torch.conv2d( + input_160, + l_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_160 = l_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_162 = torch.nn.functional.batch_norm( + input_161, + l_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_161 = l_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_parameters_bias_ = (None) + input_163 = torch.conv2d( + input_162, + l_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_164 = torch.nn.functional.batch_norm( + input_163, + l_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_163 = l_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_165 = torch.nn.functional.silu(input_164, inplace=True) + input_164 = None + input_166 = torch.conv2d( + input_165, + l_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 960, + ) + input_165 = l_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_167 = torch.nn.functional.batch_norm( + input_166, + l_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_166 = l_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_168 = torch.nn.functional.silu(input_167, inplace=True) + input_167 = None + scale_95 = torch.nn.functional.adaptive_avg_pool2d(input_168, 1) + scale_96 = torch.conv2d( + scale_95, + l_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_95 = l_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_97 = torch.nn.functional.silu(scale_96, inplace=True) + scale_96 = None + scale_98 = torch.conv2d( + scale_97, + l_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_97 = l_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_99 = torch.sigmoid(scale_98) + scale_98 = None + input_169 = scale_99 * input_168 + scale_99 = input_168 = None + input_170 = torch.conv2d( + input_169, + l_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_169 = l_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_171 = torch.nn.functional.batch_norm( + input_170, + l_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_170 = l_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_15 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_15 = None + input_171 += input_162 + result_15 = input_171 + input_171 = input_162 = None + input_172 = torch.conv2d( + result_15, + l_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_173 = torch.nn.functional.batch_norm( + input_172, + l_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_172 = l_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_174 = torch.nn.functional.silu(input_173, inplace=True) + input_173 = None + input_175 = torch.conv2d( + input_174, + l_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 960, + ) + input_174 = l_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_176 = torch.nn.functional.batch_norm( + input_175, + l_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_175 = l_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_177 = torch.nn.functional.silu(input_176, inplace=True) + input_176 = None + scale_100 = torch.nn.functional.adaptive_avg_pool2d(input_177, 1) + scale_101 = torch.conv2d( + scale_100, + l_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_100 = l_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_102 = torch.nn.functional.silu(scale_101, inplace=True) + scale_101 = None + scale_103 = torch.conv2d( + scale_102, + l_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_102 = l_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_104 = torch.sigmoid(scale_103) + scale_103 = None + input_178 = scale_104 * input_177 + scale_104 = input_177 = None + input_179 = torch.conv2d( + input_178, + l_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_178 = l_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_180 = torch.nn.functional.batch_norm( + input_179, + l_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_179 = l_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_16 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_16 = None + input_180 += result_15 + result_16 = input_180 + input_180 = result_15 = None + input_181 = torch.conv2d( + result_16, + l_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_182 = torch.nn.functional.batch_norm( + input_181, + l_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_181 = l_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_183 = torch.nn.functional.silu(input_182, inplace=True) + input_182 = None + input_184 = torch.conv2d( + input_183, + l_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 960, + ) + input_183 = l_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_185 = torch.nn.functional.batch_norm( + input_184, + l_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_184 = l_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_186 = torch.nn.functional.silu(input_185, inplace=True) + input_185 = None + scale_105 = torch.nn.functional.adaptive_avg_pool2d(input_186, 1) + scale_106 = torch.conv2d( + scale_105, + l_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_105 = l_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_107 = torch.nn.functional.silu(scale_106, inplace=True) + scale_106 = None + scale_108 = torch.conv2d( + scale_107, + l_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_107 = l_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_109 = torch.sigmoid(scale_108) + scale_108 = None + input_187 = scale_109 * input_186 + scale_109 = input_186 = None + input_188 = torch.conv2d( + input_187, + l_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_187 = l_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_189 = torch.nn.functional.batch_norm( + input_188, + l_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_188 = l_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_17 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_17 = None + input_189 += result_16 + result_17 = input_189 + input_189 = result_16 = None + input_190 = torch.conv2d( + result_17, + l_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_191 = torch.nn.functional.batch_norm( + input_190, + l_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_190 = l_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_192 = torch.nn.functional.silu(input_191, inplace=True) + input_191 = None + input_193 = torch.conv2d( + input_192, + l_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 960, + ) + input_192 = l_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_194 = torch.nn.functional.batch_norm( + input_193, + l_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_193 = l_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_195 = torch.nn.functional.silu(input_194, inplace=True) + input_194 = None + scale_110 = torch.nn.functional.adaptive_avg_pool2d(input_195, 1) + scale_111 = torch.conv2d( + scale_110, + l_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_110 = l_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_112 = torch.nn.functional.silu(scale_111, inplace=True) + scale_111 = None + scale_113 = torch.conv2d( + scale_112, + l_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_112 = l_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_114 = torch.sigmoid(scale_113) + scale_113 = None + input_196 = scale_114 * input_195 + scale_114 = input_195 = None + input_197 = torch.conv2d( + input_196, + l_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_196 = l_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_198 = torch.nn.functional.batch_norm( + input_197, + l_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_197 = l_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_18 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_18 = None + input_198 += result_17 + result_18 = input_198 + input_198 = result_17 = None + input_199 = torch.conv2d( + result_18, + l_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_200 = torch.nn.functional.batch_norm( + input_199, + l_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_199 = l_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_201 = torch.nn.functional.silu(input_200, inplace=True) + input_200 = None + input_202 = torch.conv2d( + input_201, + l_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 960, + ) + input_201 = l_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_203 = torch.nn.functional.batch_norm( + input_202, + l_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_202 = l_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_204 = torch.nn.functional.silu(input_203, inplace=True) + input_203 = None + scale_115 = torch.nn.functional.adaptive_avg_pool2d(input_204, 1) + scale_116 = torch.conv2d( + scale_115, + l_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_115 = l_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_117 = torch.nn.functional.silu(scale_116, inplace=True) + scale_116 = None + scale_118 = torch.conv2d( + scale_117, + l_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_117 = l_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_119 = torch.sigmoid(scale_118) + scale_118 = None + input_205 = scale_119 * input_204 + scale_119 = input_204 = None + input_206 = torch.conv2d( + input_205, + l_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_205 = l_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_207 = torch.nn.functional.batch_norm( + input_206, + l_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_206 = l_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_19 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_19 = None + input_207 += result_18 + result_19 = input_207 + input_207 = result_18 = None + input_208 = torch.conv2d( + result_19, + l_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_209 = torch.nn.functional.batch_norm( + input_208, + l_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_208 = l_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_210 = torch.nn.functional.silu(input_209, inplace=True) + input_209 = None + input_211 = torch.conv2d( + input_210, + l_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 960, + ) + input_210 = l_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_212 = torch.nn.functional.batch_norm( + input_211, + l_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_211 = l_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_213 = torch.nn.functional.silu(input_212, inplace=True) + input_212 = None + scale_120 = torch.nn.functional.adaptive_avg_pool2d(input_213, 1) + scale_121 = torch.conv2d( + scale_120, + l_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_120 = l_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_122 = torch.nn.functional.silu(scale_121, inplace=True) + scale_121 = None + scale_123 = torch.conv2d( + scale_122, + l_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_122 = l_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_124 = torch.sigmoid(scale_123) + scale_123 = None + input_214 = scale_124 * input_213 + scale_124 = input_213 = None + input_215 = torch.conv2d( + input_214, + l_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_214 = l_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_216 = torch.nn.functional.batch_norm( + input_215, + l_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_215 = l_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_20 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_20 = None + input_216 += result_19 + result_20 = input_216 + input_216 = result_19 = None + input_217 = torch.conv2d( + result_20, + l_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_218 = torch.nn.functional.batch_norm( + input_217, + l_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_217 = l_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_219 = torch.nn.functional.silu(input_218, inplace=True) + input_218 = None + input_220 = torch.conv2d( + input_219, + l_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 960, + ) + input_219 = l_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_221 = torch.nn.functional.batch_norm( + input_220, + l_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_220 = l_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_222 = torch.nn.functional.silu(input_221, inplace=True) + input_221 = None + scale_125 = torch.nn.functional.adaptive_avg_pool2d(input_222, 1) + scale_126 = torch.conv2d( + scale_125, + l_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_125 = l_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_127 = torch.nn.functional.silu(scale_126, inplace=True) + scale_126 = None + scale_128 = torch.conv2d( + scale_127, + l_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_127 = l_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_129 = torch.sigmoid(scale_128) + scale_128 = None + input_223 = scale_129 * input_222 + scale_129 = input_222 = None + input_224 = torch.conv2d( + input_223, + l_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_223 = l_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_225 = torch.nn.functional.batch_norm( + input_224, + l_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_224 = l_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_21 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_21 = None + input_225 += result_20 + result_21 = input_225 + input_225 = result_20 = None + input_226 = torch.conv2d( + result_21, + l_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_227 = torch.nn.functional.batch_norm( + input_226, + l_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_226 = l_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_228 = torch.nn.functional.silu(input_227, inplace=True) + input_227 = None + input_229 = torch.conv2d( + input_228, + l_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 960, + ) + input_228 = l_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_230 = torch.nn.functional.batch_norm( + input_229, + l_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_229 = l_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_231 = torch.nn.functional.silu(input_230, inplace=True) + input_230 = None + scale_130 = torch.nn.functional.adaptive_avg_pool2d(input_231, 1) + scale_131 = torch.conv2d( + scale_130, + l_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_130 = l_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_132 = torch.nn.functional.silu(scale_131, inplace=True) + scale_131 = None + scale_133 = torch.conv2d( + scale_132, + l_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_132 = l_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_134 = torch.sigmoid(scale_133) + scale_133 = None + input_232 = scale_134 * input_231 + scale_134 = input_231 = None + input_233 = torch.conv2d( + input_232, + l_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_232 = l_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_234 = torch.nn.functional.batch_norm( + input_233, + l_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_233 = l_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_22 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_22 = None + input_234 += result_21 + result_22 = input_234 + input_234 = result_21 = None + input_235 = torch.conv2d( + result_22, + l_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_236 = torch.nn.functional.batch_norm( + input_235, + l_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_235 = l_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_237 = torch.nn.functional.silu(input_236, inplace=True) + input_236 = None + input_238 = torch.conv2d( + input_237, + l_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 960, + ) + input_237 = l_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_239 = torch.nn.functional.batch_norm( + input_238, + l_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_238 = l_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_240 = torch.nn.functional.silu(input_239, inplace=True) + input_239 = None + scale_135 = torch.nn.functional.adaptive_avg_pool2d(input_240, 1) + scale_136 = torch.conv2d( + scale_135, + l_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_135 = l_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_137 = torch.nn.functional.silu(scale_136, inplace=True) + scale_136 = None + scale_138 = torch.conv2d( + scale_137, + l_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_137 = l_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_139 = torch.sigmoid(scale_138) + scale_138 = None + input_241 = scale_139 * input_240 + scale_139 = input_240 = None + input_242 = torch.conv2d( + input_241, + l_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_241 = l_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_243 = torch.nn.functional.batch_norm( + input_242, + l_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_242 = l_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_23 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_23 = None + input_243 += result_22 + result_23 = input_243 + input_243 = result_22 = None + input_244 = torch.conv2d( + result_23, + l_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + result_23 = l_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_245 = torch.nn.functional.batch_norm( + input_244, + l_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_244 = l_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_246 = torch.nn.functional.silu(input_245, inplace=True) + input_245 = None + input_247 = torch.conv2d( + input_246, + l_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 960, + ) + input_246 = l_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_248 = torch.nn.functional.batch_norm( + input_247, + l_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_247 = l_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_249 = torch.nn.functional.silu(input_248, inplace=True) + input_248 = None + scale_140 = torch.nn.functional.adaptive_avg_pool2d(input_249, 1) + scale_141 = torch.conv2d( + scale_140, + l_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_140 = l_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_142 = torch.nn.functional.silu(scale_141, inplace=True) + scale_141 = None + scale_143 = torch.conv2d( + scale_142, + l_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_142 = l_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_144 = torch.sigmoid(scale_143) + scale_143 = None + input_250 = scale_144 * input_249 + scale_144 = input_249 = None + input_251 = torch.conv2d( + input_250, + l_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_250 = l_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_252 = torch.nn.functional.batch_norm( + input_251, + l_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_251 = l_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_parameters_bias_ = (None) + input_253 = torch.conv2d( + input_252, + l_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_254 = torch.nn.functional.batch_norm( + input_253, + l_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_253 = l_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_255 = torch.nn.functional.silu(input_254, inplace=True) + input_254 = None + input_256 = torch.conv2d( + input_255, + l_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 1344, + ) + input_255 = l_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_257 = torch.nn.functional.batch_norm( + input_256, + l_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_256 = l_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_258 = torch.nn.functional.silu(input_257, inplace=True) + input_257 = None + scale_145 = torch.nn.functional.adaptive_avg_pool2d(input_258, 1) + scale_146 = torch.conv2d( + scale_145, + l_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_145 = l_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_147 = torch.nn.functional.silu(scale_146, inplace=True) + scale_146 = None + scale_148 = torch.conv2d( + scale_147, + l_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_147 = l_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_149 = torch.sigmoid(scale_148) + scale_148 = None + input_259 = scale_149 * input_258 + scale_149 = input_258 = None + input_260 = torch.conv2d( + input_259, + l_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_259 = l_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_261 = torch.nn.functional.batch_norm( + input_260, + l_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_260 = l_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_24 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_24 = None + input_261 += input_252 + result_24 = input_261 + input_261 = input_252 = None + input_262 = torch.conv2d( + result_24, + l_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_263 = torch.nn.functional.batch_norm( + input_262, + l_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_262 = l_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_264 = torch.nn.functional.silu(input_263, inplace=True) + input_263 = None + input_265 = torch.conv2d( + input_264, + l_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 1344, + ) + input_264 = l_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_266 = torch.nn.functional.batch_norm( + input_265, + l_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_265 = l_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_267 = torch.nn.functional.silu(input_266, inplace=True) + input_266 = None + scale_150 = torch.nn.functional.adaptive_avg_pool2d(input_267, 1) + scale_151 = torch.conv2d( + scale_150, + l_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_150 = l_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_152 = torch.nn.functional.silu(scale_151, inplace=True) + scale_151 = None + scale_153 = torch.conv2d( + scale_152, + l_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_152 = l_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_154 = torch.sigmoid(scale_153) + scale_153 = None + input_268 = scale_154 * input_267 + scale_154 = input_267 = None + input_269 = torch.conv2d( + input_268, + l_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_268 = l_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_270 = torch.nn.functional.batch_norm( + input_269, + l_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_269 = l_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_25 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_25 = None + input_270 += result_24 + result_25 = input_270 + input_270 = result_24 = None + input_271 = torch.conv2d( + result_25, + l_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_272 = torch.nn.functional.batch_norm( + input_271, + l_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_271 = l_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_273 = torch.nn.functional.silu(input_272, inplace=True) + input_272 = None + input_274 = torch.conv2d( + input_273, + l_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 1344, + ) + input_273 = l_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_275 = torch.nn.functional.batch_norm( + input_274, + l_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_274 = l_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_276 = torch.nn.functional.silu(input_275, inplace=True) + input_275 = None + scale_155 = torch.nn.functional.adaptive_avg_pool2d(input_276, 1) + scale_156 = torch.conv2d( + scale_155, + l_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_155 = l_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_157 = torch.nn.functional.silu(scale_156, inplace=True) + scale_156 = None + scale_158 = torch.conv2d( + scale_157, + l_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_157 = l_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_159 = torch.sigmoid(scale_158) + scale_158 = None + input_277 = scale_159 * input_276 + scale_159 = input_276 = None + input_278 = torch.conv2d( + input_277, + l_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_277 = l_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_279 = torch.nn.functional.batch_norm( + input_278, + l_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_278 = l_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_26 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_26 = None + input_279 += result_25 + result_26 = input_279 + input_279 = result_25 = None + input_280 = torch.conv2d( + result_26, + l_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_281 = torch.nn.functional.batch_norm( + input_280, + l_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_280 = l_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_282 = torch.nn.functional.silu(input_281, inplace=True) + input_281 = None + input_283 = torch.conv2d( + input_282, + l_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 1344, + ) + input_282 = l_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_284 = torch.nn.functional.batch_norm( + input_283, + l_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_283 = l_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_285 = torch.nn.functional.silu(input_284, inplace=True) + input_284 = None + scale_160 = torch.nn.functional.adaptive_avg_pool2d(input_285, 1) + scale_161 = torch.conv2d( + scale_160, + l_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_160 = l_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_162 = torch.nn.functional.silu(scale_161, inplace=True) + scale_161 = None + scale_163 = torch.conv2d( + scale_162, + l_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_162 = l_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_164 = torch.sigmoid(scale_163) + scale_163 = None + input_286 = scale_164 * input_285 + scale_164 = input_285 = None + input_287 = torch.conv2d( + input_286, + l_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_286 = l_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_288 = torch.nn.functional.batch_norm( + input_287, + l_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_287 = l_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_27 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_27 = None + input_288 += result_26 + result_27 = input_288 + input_288 = result_26 = None + input_289 = torch.conv2d( + result_27, + l_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_290 = torch.nn.functional.batch_norm( + input_289, + l_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_289 = l_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_291 = torch.nn.functional.silu(input_290, inplace=True) + input_290 = None + input_292 = torch.conv2d( + input_291, + l_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 1344, + ) + input_291 = l_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_293 = torch.nn.functional.batch_norm( + input_292, + l_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_292 = l_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_294 = torch.nn.functional.silu(input_293, inplace=True) + input_293 = None + scale_165 = torch.nn.functional.adaptive_avg_pool2d(input_294, 1) + scale_166 = torch.conv2d( + scale_165, + l_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_165 = l_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_167 = torch.nn.functional.silu(scale_166, inplace=True) + scale_166 = None + scale_168 = torch.conv2d( + scale_167, + l_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_167 = l_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_169 = torch.sigmoid(scale_168) + scale_168 = None + input_295 = scale_169 * input_294 + scale_169 = input_294 = None + input_296 = torch.conv2d( + input_295, + l_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_295 = l_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_297 = torch.nn.functional.batch_norm( + input_296, + l_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_296 = l_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_28 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_28 = None + input_297 += result_27 + result_28 = input_297 + input_297 = result_27 = None + input_298 = torch.conv2d( + result_28, + l_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_299 = torch.nn.functional.batch_norm( + input_298, + l_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_298 = l_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_300 = torch.nn.functional.silu(input_299, inplace=True) + input_299 = None + input_301 = torch.conv2d( + input_300, + l_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 1344, + ) + input_300 = l_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_302 = torch.nn.functional.batch_norm( + input_301, + l_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_301 = l_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_303 = torch.nn.functional.silu(input_302, inplace=True) + input_302 = None + scale_170 = torch.nn.functional.adaptive_avg_pool2d(input_303, 1) + scale_171 = torch.conv2d( + scale_170, + l_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_170 = l_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_172 = torch.nn.functional.silu(scale_171, inplace=True) + scale_171 = None + scale_173 = torch.conv2d( + scale_172, + l_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_172 = l_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_174 = torch.sigmoid(scale_173) + scale_173 = None + input_304 = scale_174 * input_303 + scale_174 = input_303 = None + input_305 = torch.conv2d( + input_304, + l_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_304 = l_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_306 = torch.nn.functional.batch_norm( + input_305, + l_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_305 = l_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_29 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_29 = None + input_306 += result_28 + result_29 = input_306 + input_306 = result_28 = None + input_307 = torch.conv2d( + result_29, + l_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_308 = torch.nn.functional.batch_norm( + input_307, + l_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_307 = l_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_309 = torch.nn.functional.silu(input_308, inplace=True) + input_308 = None + input_310 = torch.conv2d( + input_309, + l_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 1344, + ) + input_309 = l_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_311 = torch.nn.functional.batch_norm( + input_310, + l_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_310 = l_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_312 = torch.nn.functional.silu(input_311, inplace=True) + input_311 = None + scale_175 = torch.nn.functional.adaptive_avg_pool2d(input_312, 1) + scale_176 = torch.conv2d( + scale_175, + l_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_175 = l_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_177 = torch.nn.functional.silu(scale_176, inplace=True) + scale_176 = None + scale_178 = torch.conv2d( + scale_177, + l_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_177 = l_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_179 = torch.sigmoid(scale_178) + scale_178 = None + input_313 = scale_179 * input_312 + scale_179 = input_312 = None + input_314 = torch.conv2d( + input_313, + l_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_313 = l_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_315 = torch.nn.functional.batch_norm( + input_314, + l_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_314 = l_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_30 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_30 = None + input_315 += result_29 + result_30 = input_315 + input_315 = result_29 = None + input_316 = torch.conv2d( + result_30, + l_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_317 = torch.nn.functional.batch_norm( + input_316, + l_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_316 = l_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_318 = torch.nn.functional.silu(input_317, inplace=True) + input_317 = None + input_319 = torch.conv2d( + input_318, + l_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 1344, + ) + input_318 = l_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_320 = torch.nn.functional.batch_norm( + input_319, + l_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_319 = l_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_321 = torch.nn.functional.silu(input_320, inplace=True) + input_320 = None + scale_180 = torch.nn.functional.adaptive_avg_pool2d(input_321, 1) + scale_181 = torch.conv2d( + scale_180, + l_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_180 = l_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_182 = torch.nn.functional.silu(scale_181, inplace=True) + scale_181 = None + scale_183 = torch.conv2d( + scale_182, + l_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_182 = l_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_184 = torch.sigmoid(scale_183) + scale_183 = None + input_322 = scale_184 * input_321 + scale_184 = input_321 = None + input_323 = torch.conv2d( + input_322, + l_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_322 = l_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_324 = torch.nn.functional.batch_norm( + input_323, + l_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_323 = l_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_31 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_31 = None + input_324 += result_30 + result_31 = input_324 + input_324 = result_30 = None + input_325 = torch.conv2d( + result_31, + l_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_326 = torch.nn.functional.batch_norm( + input_325, + l_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_325 = l_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_327 = torch.nn.functional.silu(input_326, inplace=True) + input_326 = None + input_328 = torch.conv2d( + input_327, + l_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 1344, + ) + input_327 = l_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_329 = torch.nn.functional.batch_norm( + input_328, + l_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_328 = l_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_330 = torch.nn.functional.silu(input_329, inplace=True) + input_329 = None + scale_185 = torch.nn.functional.adaptive_avg_pool2d(input_330, 1) + scale_186 = torch.conv2d( + scale_185, + l_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_185 = l_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_187 = torch.nn.functional.silu(scale_186, inplace=True) + scale_186 = None + scale_188 = torch.conv2d( + scale_187, + l_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_187 = l_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_189 = torch.sigmoid(scale_188) + scale_188 = None + input_331 = scale_189 * input_330 + scale_189 = input_330 = None + input_332 = torch.conv2d( + input_331, + l_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_331 = l_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_333 = torch.nn.functional.batch_norm( + input_332, + l_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_332 = l_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_32 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_32 = None + input_333 += result_31 + result_32 = input_333 + input_333 = result_31 = None + input_334 = torch.conv2d( + result_32, + l_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + result_32 = l_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_335 = torch.nn.functional.batch_norm( + input_334, + l_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_334 = l_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_336 = torch.nn.functional.silu(input_335, inplace=True) + input_335 = None + input_337 = torch.conv2d( + input_336, + l_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_0_parameters_weight_, + None, + (2, 2), + (2, 2), + (1, 1), + 1344, + ) + input_336 = l_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_338 = torch.nn.functional.batch_norm( + input_337, + l_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_337 = l_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_339 = torch.nn.functional.silu(input_338, inplace=True) + input_338 = None + scale_190 = torch.nn.functional.adaptive_avg_pool2d(input_339, 1) + scale_191 = torch.conv2d( + scale_190, + l_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_190 = l_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_192 = torch.nn.functional.silu(scale_191, inplace=True) + scale_191 = None + scale_193 = torch.conv2d( + scale_192, + l_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_192 = l_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_194 = torch.sigmoid(scale_193) + scale_193 = None + input_340 = scale_194 * input_339 + scale_194 = input_339 = None + input_341 = torch.conv2d( + input_340, + l_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_340 = l_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_342 = torch.nn.functional.batch_norm( + input_341, + l_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_341 = l_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_parameters_bias_ = (None) + input_343 = torch.conv2d( + input_342, + l_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_344 = torch.nn.functional.batch_norm( + input_343, + l_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_343 = l_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_345 = torch.nn.functional.silu(input_344, inplace=True) + input_344 = None + input_346 = torch.conv2d( + input_345, + l_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 2304, + ) + input_345 = l_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_347 = torch.nn.functional.batch_norm( + input_346, + l_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_346 = l_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_348 = torch.nn.functional.silu(input_347, inplace=True) + input_347 = None + scale_195 = torch.nn.functional.adaptive_avg_pool2d(input_348, 1) + scale_196 = torch.conv2d( + scale_195, + l_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_195 = l_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_197 = torch.nn.functional.silu(scale_196, inplace=True) + scale_196 = None + scale_198 = torch.conv2d( + scale_197, + l_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_197 = l_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_199 = torch.sigmoid(scale_198) + scale_198 = None + input_349 = scale_199 * input_348 + scale_199 = input_348 = None + input_350 = torch.conv2d( + input_349, + l_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_349 = l_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_351 = torch.nn.functional.batch_norm( + input_350, + l_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_350 = l_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_33 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_33 = None + input_351 += input_342 + result_33 = input_351 + input_351 = input_342 = None + input_352 = torch.conv2d( + result_33, + l_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_353 = torch.nn.functional.batch_norm( + input_352, + l_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_352 = l_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_354 = torch.nn.functional.silu(input_353, inplace=True) + input_353 = None + input_355 = torch.conv2d( + input_354, + l_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 2304, + ) + input_354 = l_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_356 = torch.nn.functional.batch_norm( + input_355, + l_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_355 = l_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_357 = torch.nn.functional.silu(input_356, inplace=True) + input_356 = None + scale_200 = torch.nn.functional.adaptive_avg_pool2d(input_357, 1) + scale_201 = torch.conv2d( + scale_200, + l_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_200 = l_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_202 = torch.nn.functional.silu(scale_201, inplace=True) + scale_201 = None + scale_203 = torch.conv2d( + scale_202, + l_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_202 = l_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_204 = torch.sigmoid(scale_203) + scale_203 = None + input_358 = scale_204 * input_357 + scale_204 = input_357 = None + input_359 = torch.conv2d( + input_358, + l_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_358 = l_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_360 = torch.nn.functional.batch_norm( + input_359, + l_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_359 = l_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_34 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_34 = None + input_360 += result_33 + result_34 = input_360 + input_360 = result_33 = None + input_361 = torch.conv2d( + result_34, + l_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_362 = torch.nn.functional.batch_norm( + input_361, + l_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_361 = l_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_363 = torch.nn.functional.silu(input_362, inplace=True) + input_362 = None + input_364 = torch.conv2d( + input_363, + l_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 2304, + ) + input_363 = l_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_365 = torch.nn.functional.batch_norm( + input_364, + l_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_364 = l_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_366 = torch.nn.functional.silu(input_365, inplace=True) + input_365 = None + scale_205 = torch.nn.functional.adaptive_avg_pool2d(input_366, 1) + scale_206 = torch.conv2d( + scale_205, + l_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_205 = l_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_207 = torch.nn.functional.silu(scale_206, inplace=True) + scale_206 = None + scale_208 = torch.conv2d( + scale_207, + l_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_207 = l_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_209 = torch.sigmoid(scale_208) + scale_208 = None + input_367 = scale_209 * input_366 + scale_209 = input_366 = None + input_368 = torch.conv2d( + input_367, + l_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_367 = l_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_369 = torch.nn.functional.batch_norm( + input_368, + l_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_368 = l_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_35 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_35 = None + input_369 += result_34 + result_35 = input_369 + input_369 = result_34 = None + input_370 = torch.conv2d( + result_35, + l_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_371 = torch.nn.functional.batch_norm( + input_370, + l_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_370 = l_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_372 = torch.nn.functional.silu(input_371, inplace=True) + input_371 = None + input_373 = torch.conv2d( + input_372, + l_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 2304, + ) + input_372 = l_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_374 = torch.nn.functional.batch_norm( + input_373, + l_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_373 = l_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_375 = torch.nn.functional.silu(input_374, inplace=True) + input_374 = None + scale_210 = torch.nn.functional.adaptive_avg_pool2d(input_375, 1) + scale_211 = torch.conv2d( + scale_210, + l_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_210 = l_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_212 = torch.nn.functional.silu(scale_211, inplace=True) + scale_211 = None + scale_213 = torch.conv2d( + scale_212, + l_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_212 = l_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_214 = torch.sigmoid(scale_213) + scale_213 = None + input_376 = scale_214 * input_375 + scale_214 = input_375 = None + input_377 = torch.conv2d( + input_376, + l_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_376 = l_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_378 = torch.nn.functional.batch_norm( + input_377, + l_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_377 = l_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_36 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_36 = None + input_378 += result_35 + result_36 = input_378 + input_378 = result_35 = None + input_379 = torch.conv2d( + result_36, + l_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_380 = torch.nn.functional.batch_norm( + input_379, + l_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_379 = l_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_381 = torch.nn.functional.silu(input_380, inplace=True) + input_380 = None + input_382 = torch.conv2d( + input_381, + l_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 2304, + ) + input_381 = l_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_383 = torch.nn.functional.batch_norm( + input_382, + l_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_382 = l_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_384 = torch.nn.functional.silu(input_383, inplace=True) + input_383 = None + scale_215 = torch.nn.functional.adaptive_avg_pool2d(input_384, 1) + scale_216 = torch.conv2d( + scale_215, + l_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_215 = l_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_217 = torch.nn.functional.silu(scale_216, inplace=True) + scale_216 = None + scale_218 = torch.conv2d( + scale_217, + l_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_217 = l_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_219 = torch.sigmoid(scale_218) + scale_218 = None + input_385 = scale_219 * input_384 + scale_219 = input_384 = None + input_386 = torch.conv2d( + input_385, + l_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_385 = l_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_387 = torch.nn.functional.batch_norm( + input_386, + l_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_386 = l_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_37 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_37 = None + input_387 += result_36 + result_37 = input_387 + input_387 = result_36 = None + input_388 = torch.conv2d( + result_37, + l_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_389 = torch.nn.functional.batch_norm( + input_388, + l_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_388 = l_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_390 = torch.nn.functional.silu(input_389, inplace=True) + input_389 = None + input_391 = torch.conv2d( + input_390, + l_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 2304, + ) + input_390 = l_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_392 = torch.nn.functional.batch_norm( + input_391, + l_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_391 = l_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_393 = torch.nn.functional.silu(input_392, inplace=True) + input_392 = None + scale_220 = torch.nn.functional.adaptive_avg_pool2d(input_393, 1) + scale_221 = torch.conv2d( + scale_220, + l_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_220 = l_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_222 = torch.nn.functional.silu(scale_221, inplace=True) + scale_221 = None + scale_223 = torch.conv2d( + scale_222, + l_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_222 = l_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_224 = torch.sigmoid(scale_223) + scale_223 = None + input_394 = scale_224 * input_393 + scale_224 = input_393 = None + input_395 = torch.conv2d( + input_394, + l_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_394 = l_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_396 = torch.nn.functional.batch_norm( + input_395, + l_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_395 = l_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_38 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_38 = None + input_396 += result_37 + result_38 = input_396 + input_396 = result_37 = None + input_397 = torch.conv2d( + result_38, + l_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_398 = torch.nn.functional.batch_norm( + input_397, + l_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_397 = l_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_399 = torch.nn.functional.silu(input_398, inplace=True) + input_398 = None + input_400 = torch.conv2d( + input_399, + l_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 2304, + ) + input_399 = l_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_401 = torch.nn.functional.batch_norm( + input_400, + l_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_400 = l_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_402 = torch.nn.functional.silu(input_401, inplace=True) + input_401 = None + scale_225 = torch.nn.functional.adaptive_avg_pool2d(input_402, 1) + scale_226 = torch.conv2d( + scale_225, + l_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_225 = l_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_227 = torch.nn.functional.silu(scale_226, inplace=True) + scale_226 = None + scale_228 = torch.conv2d( + scale_227, + l_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_227 = l_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_229 = torch.sigmoid(scale_228) + scale_228 = None + input_403 = scale_229 * input_402 + scale_229 = input_402 = None + input_404 = torch.conv2d( + input_403, + l_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_403 = l_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_405 = torch.nn.functional.batch_norm( + input_404, + l_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_404 = l_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_39 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_39 = None + input_405 += result_38 + result_39 = input_405 + input_405 = result_38 = None + input_406 = torch.conv2d( + result_39, + l_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_407 = torch.nn.functional.batch_norm( + input_406, + l_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_406 = l_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_408 = torch.nn.functional.silu(input_407, inplace=True) + input_407 = None + input_409 = torch.conv2d( + input_408, + l_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 2304, + ) + input_408 = l_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_410 = torch.nn.functional.batch_norm( + input_409, + l_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_409 = l_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_411 = torch.nn.functional.silu(input_410, inplace=True) + input_410 = None + scale_230 = torch.nn.functional.adaptive_avg_pool2d(input_411, 1) + scale_231 = torch.conv2d( + scale_230, + l_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_230 = l_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_232 = torch.nn.functional.silu(scale_231, inplace=True) + scale_231 = None + scale_233 = torch.conv2d( + scale_232, + l_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_232 = l_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_234 = torch.sigmoid(scale_233) + scale_233 = None + input_412 = scale_234 * input_411 + scale_234 = input_411 = None + input_413 = torch.conv2d( + input_412, + l_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_412 = l_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_414 = torch.nn.functional.batch_norm( + input_413, + l_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_413 = l_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_40 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_40 = None + input_414 += result_39 + result_40 = input_414 + input_414 = result_39 = None + input_415 = torch.conv2d( + result_40, + l_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_416 = torch.nn.functional.batch_norm( + input_415, + l_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_415 = l_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_417 = torch.nn.functional.silu(input_416, inplace=True) + input_416 = None + input_418 = torch.conv2d( + input_417, + l_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 2304, + ) + input_417 = l_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_419 = torch.nn.functional.batch_norm( + input_418, + l_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_418 = l_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_420 = torch.nn.functional.silu(input_419, inplace=True) + input_419 = None + scale_235 = torch.nn.functional.adaptive_avg_pool2d(input_420, 1) + scale_236 = torch.conv2d( + scale_235, + l_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_235 = l_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_237 = torch.nn.functional.silu(scale_236, inplace=True) + scale_236 = None + scale_238 = torch.conv2d( + scale_237, + l_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_237 = l_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_239 = torch.sigmoid(scale_238) + scale_238 = None + input_421 = scale_239 * input_420 + scale_239 = input_420 = None + input_422 = torch.conv2d( + input_421, + l_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_421 = l_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_423 = torch.nn.functional.batch_norm( + input_422, + l_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_422 = l_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_41 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_41 = None + input_423 += result_40 + result_41 = input_423 + input_423 = result_40 = None + input_424 = torch.conv2d( + result_41, + l_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_425 = torch.nn.functional.batch_norm( + input_424, + l_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_424 = l_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_426 = torch.nn.functional.silu(input_425, inplace=True) + input_425 = None + input_427 = torch.conv2d( + input_426, + l_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 2304, + ) + input_426 = l_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_428 = torch.nn.functional.batch_norm( + input_427, + l_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_427 = l_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_429 = torch.nn.functional.silu(input_428, inplace=True) + input_428 = None + scale_240 = torch.nn.functional.adaptive_avg_pool2d(input_429, 1) + scale_241 = torch.conv2d( + scale_240, + l_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_240 = l_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_242 = torch.nn.functional.silu(scale_241, inplace=True) + scale_241 = None + scale_243 = torch.conv2d( + scale_242, + l_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_242 = l_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_244 = torch.sigmoid(scale_243) + scale_243 = None + input_430 = scale_244 * input_429 + scale_244 = input_429 = None + input_431 = torch.conv2d( + input_430, + l_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_430 = l_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_432 = torch.nn.functional.batch_norm( + input_431, + l_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_431 = l_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_42 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_42 = None + input_432 += result_41 + result_42 = input_432 + input_432 = result_41 = None + input_433 = torch.conv2d( + result_42, + l_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_434 = torch.nn.functional.batch_norm( + input_433, + l_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_433 = l_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_435 = torch.nn.functional.silu(input_434, inplace=True) + input_434 = None + input_436 = torch.conv2d( + input_435, + l_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 2304, + ) + input_435 = l_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_437 = torch.nn.functional.batch_norm( + input_436, + l_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_436 = l_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_438 = torch.nn.functional.silu(input_437, inplace=True) + input_437 = None + scale_245 = torch.nn.functional.adaptive_avg_pool2d(input_438, 1) + scale_246 = torch.conv2d( + scale_245, + l_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_245 = l_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_247 = torch.nn.functional.silu(scale_246, inplace=True) + scale_246 = None + scale_248 = torch.conv2d( + scale_247, + l_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_247 = l_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_249 = torch.sigmoid(scale_248) + scale_248 = None + input_439 = scale_249 * input_438 + scale_249 = input_438 = None + input_440 = torch.conv2d( + input_439, + l_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_439 = l_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_441 = torch.nn.functional.batch_norm( + input_440, + l_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_440 = l_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_43 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_43 = None + input_441 += result_42 + result_43 = input_441 + input_441 = result_42 = None + input_442 = torch.conv2d( + result_43, + l_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_443 = torch.nn.functional.batch_norm( + input_442, + l_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_442 = l_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_444 = torch.nn.functional.silu(input_443, inplace=True) + input_443 = None + input_445 = torch.conv2d( + input_444, + l_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 2304, + ) + input_444 = l_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_446 = torch.nn.functional.batch_norm( + input_445, + l_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_445 = l_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_447 = torch.nn.functional.silu(input_446, inplace=True) + input_446 = None + scale_250 = torch.nn.functional.adaptive_avg_pool2d(input_447, 1) + scale_251 = torch.conv2d( + scale_250, + l_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_250 = l_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_252 = torch.nn.functional.silu(scale_251, inplace=True) + scale_251 = None + scale_253 = torch.conv2d( + scale_252, + l_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_252 = l_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_254 = torch.sigmoid(scale_253) + scale_253 = None + input_448 = scale_254 * input_447 + scale_254 = input_447 = None + input_449 = torch.conv2d( + input_448, + l_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_448 = l_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_450 = torch.nn.functional.batch_norm( + input_449, + l_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_449 = l_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_44 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_44 = None + input_450 += result_43 + result_44 = input_450 + input_450 = result_43 = None + input_451 = torch.conv2d( + result_44, + l_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + result_44 = l_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_452 = torch.nn.functional.batch_norm( + input_451, + l_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_451 = l_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_453 = torch.nn.functional.silu(input_452, inplace=True) + input_452 = None + input_454 = torch.conv2d( + input_453, + l_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 2304, + ) + input_453 = l_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_455 = torch.nn.functional.batch_norm( + input_454, + l_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_454 = l_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_456 = torch.nn.functional.silu(input_455, inplace=True) + input_455 = None + scale_255 = torch.nn.functional.adaptive_avg_pool2d(input_456, 1) + scale_256 = torch.conv2d( + scale_255, + l_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_255 = l_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_257 = torch.nn.functional.silu(scale_256, inplace=True) + scale_256 = None + scale_258 = torch.conv2d( + scale_257, + l_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_257 = l_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_259 = torch.sigmoid(scale_258) + scale_258 = None + input_457 = scale_259 * input_456 + scale_259 = input_456 = None + input_458 = torch.conv2d( + input_457, + l_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_457 = l_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_459 = torch.nn.functional.batch_norm( + input_458, + l_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_458 = l_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_parameters_bias_ = (None) + input_460 = torch.conv2d( + input_459, + l_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_461 = torch.nn.functional.batch_norm( + input_460, + l_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_460 = l_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_462 = torch.nn.functional.silu(input_461, inplace=True) + input_461 = None + input_463 = torch.conv2d( + input_462, + l_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 3840, + ) + input_462 = l_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_464 = torch.nn.functional.batch_norm( + input_463, + l_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_463 = l_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_465 = torch.nn.functional.silu(input_464, inplace=True) + input_464 = None + scale_260 = torch.nn.functional.adaptive_avg_pool2d(input_465, 1) + scale_261 = torch.conv2d( + scale_260, + l_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_260 = l_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_262 = torch.nn.functional.silu(scale_261, inplace=True) + scale_261 = None + scale_263 = torch.conv2d( + scale_262, + l_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_262 = l_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_264 = torch.sigmoid(scale_263) + scale_263 = None + input_466 = scale_264 * input_465 + scale_264 = input_465 = None + input_467 = torch.conv2d( + input_466, + l_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_466 = l_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_468 = torch.nn.functional.batch_norm( + input_467, + l_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_467 = l_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_45 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_45 = None + input_468 += input_459 + result_45 = input_468 + input_468 = input_459 = None + input_469 = torch.conv2d( + result_45, + l_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_470 = torch.nn.functional.batch_norm( + input_469, + l_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_469 = l_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_471 = torch.nn.functional.silu(input_470, inplace=True) + input_470 = None + input_472 = torch.conv2d( + input_471, + l_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 3840, + ) + input_471 = l_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_473 = torch.nn.functional.batch_norm( + input_472, + l_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_472 = l_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_474 = torch.nn.functional.silu(input_473, inplace=True) + input_473 = None + scale_265 = torch.nn.functional.adaptive_avg_pool2d(input_474, 1) + scale_266 = torch.conv2d( + scale_265, + l_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_265 = l_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_267 = torch.nn.functional.silu(scale_266, inplace=True) + scale_266 = None + scale_268 = torch.conv2d( + scale_267, + l_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_267 = l_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_269 = torch.sigmoid(scale_268) + scale_268 = None + input_475 = scale_269 * input_474 + scale_269 = input_474 = None + input_476 = torch.conv2d( + input_475, + l_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_475 = l_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_477 = torch.nn.functional.batch_norm( + input_476, + l_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_476 = l_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_46 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_46 = None + input_477 += result_45 + result_46 = input_477 + input_477 = result_45 = None + input_478 = torch.conv2d( + result_46, + l_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + l_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_0_parameters_weight_ = ( + None + ) + input_479 = torch.nn.functional.batch_norm( + input_478, + l_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_, + l_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_buffers_running_var_, + l_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_parameters_weight_, + l_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_478 = l_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_ = l_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_buffers_running_var_ = l_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_parameters_weight_ = l_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_parameters_bias_ = (None) + input_480 = torch.nn.functional.silu(input_479, inplace=True) + input_479 = None + input_481 = torch.conv2d( + input_480, + l_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 3840, + ) + input_480 = l_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_482 = torch.nn.functional.batch_norm( + input_481, + l_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_, + l_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_buffers_running_var_, + l_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_parameters_weight_, + l_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_481 = l_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_ = l_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_buffers_running_var_ = l_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_parameters_weight_ = l_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_parameters_bias_ = (None) + input_483 = torch.nn.functional.silu(input_482, inplace=True) + input_482 = None + scale_270 = torch.nn.functional.adaptive_avg_pool2d(input_483, 1) + scale_271 = torch.conv2d( + scale_270, + l_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_, + l_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_270 = l_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_ = l_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_ = (None) + scale_272 = torch.nn.functional.silu(scale_271, inplace=True) + scale_271 = None + scale_273 = torch.conv2d( + scale_272, + l_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_, + l_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + scale_272 = l_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_ = l_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_ = (None) + scale_274 = torch.sigmoid(scale_273) + scale_273 = None + input_484 = scale_274 * input_483 + scale_274 = input_483 = None + input_485 = torch.conv2d( + input_484, + l_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + input_484 = l_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_486 = torch.nn.functional.batch_norm( + input_485, + l_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_, + l_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_buffers_running_var_, + l_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_parameters_weight_, + l_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_485 = l_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_ = l_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_buffers_running_var_ = l_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_parameters_weight_ = l_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_parameters_bias_ = (None) + _log_api_usage_once_47 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_47 = None + input_486 += result_46 + result_47 = input_486 + input_486 = result_46 = None + input_487 = torch.conv2d( + result_47, + l_self_modules_features_modules_8_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + result_47 = ( + l_self_modules_features_modules_8_modules_0_parameters_weight_ + ) = None + input_488 = torch.nn.functional.batch_norm( + input_487, + l_self_modules_features_modules_8_modules_1_buffers_running_mean_, + l_self_modules_features_modules_8_modules_1_buffers_running_var_, + l_self_modules_features_modules_8_modules_1_parameters_weight_, + l_self_modules_features_modules_8_modules_1_parameters_bias_, + False, + 0.01, + 0.001, + ) + input_487 = ( + l_self_modules_features_modules_8_modules_1_buffers_running_mean_ + ) = ( + l_self_modules_features_modules_8_modules_1_buffers_running_var_ + ) = ( + l_self_modules_features_modules_8_modules_1_parameters_weight_ + ) = l_self_modules_features_modules_8_modules_1_parameters_bias_ = None + input_489 = torch.nn.functional.silu(input_488, inplace=True) + input_488 = None + x = torch.nn.functional.adaptive_avg_pool2d(input_489, 1) + input_489 = None + x_1 = torch.flatten(x, 1) + x = None + input_490 = torch.nn.functional.dropout(x_1, 0.5, False, True) + x_1 = None + input_491 = torch._C._nn.linear( + input_490, + l_self_modules_classifier_modules_1_parameters_weight_, + l_self_modules_classifier_modules_1_parameters_bias_, + ) + input_490 = ( + l_self_modules_classifier_modules_1_parameters_weight_ + ) = l_self_modules_classifier_modules_1_parameters_bias_ = None + return (input_491,) diff --git a/samples/torchvision/efficientnet_b7/weight_meta.py b/samples/torchvision/efficientnet_b7/weight_meta.py new file mode 100644 index 0000000000..622cadca50 --- /dev/null +++ b/samples/torchvision/efficientnet_b7/weight_meta.py @@ -0,0 +1,10388 @@ +class Program_weight_tensor_meta_L_self_modules_features_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_0_modules_0_parameters_weight_" + shape = [64, 3, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.330 + data = None + + +class Program_weight_tensor_meta_s1: + name = "s1" + shape = [] + dtype = "torch.int64" + device = "cpu" + mean = None + std = None + data = [4] + + +class Program_weight_tensor_meta_L_x_: + name = "L_x_" + shape = [1, 3, 224, 224] + dtype = "torch.float32" + device = "cpu" + mean = 0.232 + std = 1.284 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_0_modules_1_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.009 + std = 0.228 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_0_modules_1_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 6.544 + std = 7.836 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_0_modules_1_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 2.022 + std = 1.737 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_0_modules_1_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.070 + std = 3.813 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_0_parameters_weight_" + shape = [64, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.009 + std = 0.430 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = -0.027 + std = 1.537 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 3.796 + std = 9.731 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_parameters_weight_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 1.314 + std = 1.545 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_1_modules_0_modules_block_modules_0_modules_1_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 0.862 + std = 2.608 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc1_parameters_weight_" + shape = [16, 64, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.012 + std = 0.098 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc1_parameters_bias_" + shape = [16] + dtype = "torch.float32" + device = "cpu" + mean = 0.008 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc2_parameters_weight_" + shape = [64, 16, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.023 + std = 0.098 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_1_modules_0_modules_block_modules_1_modules_fc2_parameters_bias_" + shape = [64] + dtype = "torch.float32" + device = "cpu" + mean = 0.064 + std = 0.067 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_0_parameters_weight_" + shape = [32, 64, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.257 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_buffers_running_mean_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 0.384 + std = 7.716 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_buffers_running_var_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 43.703 + std = 40.752 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_parameters_weight_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 4.450 + std = 2.991 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_1_modules_0_modules_block_modules_2_modules_1_parameters_bias_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = -0.186 + std = 1.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_0_parameters_weight_" + shape = [32, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.331 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 0.237 + std = 0.998 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 18.471 + std = 32.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_parameters_weight_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 2.247 + std = 1.256 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_1_modules_1_modules_block_modules_0_modules_1_parameters_bias_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 2.034 + std = 2.434 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc1_parameters_weight_" + shape = [8, 32, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.098 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc1_parameters_bias_" + shape = [8] + dtype = "torch.float32" + device = "cpu" + mean = 0.009 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc2_parameters_weight_" + shape = [32, 8, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.032 + std = 0.115 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_1_modules_1_modules_block_modules_1_modules_fc2_parameters_bias_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 0.032 + std = 0.068 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_0_parameters_weight_" + shape = [32, 32, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.003 + std = 0.215 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_buffers_running_mean_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 0.305 + std = 4.146 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_buffers_running_var_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 27.951 + std = 26.569 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_parameters_weight_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 3.688 + std = 2.690 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_1_modules_1_modules_block_modules_2_modules_1_parameters_bias_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = -0.159 + std = 1.270 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_0_parameters_weight_" + shape = [32, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.021 + std = 0.267 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.689 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 7.157 + std = 8.127 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_parameters_weight_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 2.475 + std = 1.383 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_1_modules_2_modules_block_modules_0_modules_1_parameters_bias_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 0.587 + std = 1.748 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc1_parameters_weight_" + shape = [8, 32, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.149 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc1_parameters_bias_" + shape = [8] + dtype = "torch.float32" + device = "cpu" + mean = 0.040 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc2_parameters_weight_" + shape = [32, 8, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.023 + std = 0.146 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_1_modules_2_modules_block_modules_1_modules_fc2_parameters_bias_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 0.024 + std = 0.107 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_0_parameters_weight_" + shape = [32, 32, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.008 + std = 0.162 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_buffers_running_mean_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = -0.055 + std = 1.471 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_buffers_running_var_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 1.526 + std = 1.323 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_parameters_weight_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 1.361 + std = 1.373 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_1_modules_2_modules_block_modules_2_modules_1_parameters_bias_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = -0.100 + std = 1.301 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_0_parameters_weight_" + shape = [32, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.323 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 0.172 + std = 1.857 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 13.748 + std = 14.801 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_parameters_weight_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 2.383 + std = 1.525 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_1_modules_3_modules_block_modules_0_modules_1_parameters_bias_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 0.684 + std = 2.167 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc1_parameters_weight_" + shape = [8, 32, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.045 + std = 0.060 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc1_parameters_bias_" + shape = [8] + dtype = "torch.float32" + device = "cpu" + mean = -0.005 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc2_parameters_weight_" + shape = [32, 8, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.051 + std = 0.079 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_1_modules_3_modules_block_modules_1_modules_fc2_parameters_bias_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = -0.045 + std = 0.158 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_0_parameters_weight_" + shape = [32, 32, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.158 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_buffers_running_mean_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = -0.134 + std = 1.132 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_buffers_running_var_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 0.914 + std = 0.826 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_parameters_weight_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = 1.510 + std = 1.489 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_1_modules_3_modules_block_modules_2_modules_1_parameters_bias_" + shape = [32] + dtype = "torch.float32" + device = "cpu" + mean = -0.245 + std = 0.987 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_0_parameters_weight_" + shape = [192, 32, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.192 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.778 + std = 2.363 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 53.564 + std = 46.929 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.547 + std = 1.154 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_1_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.664 + std = 1.562 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_0_parameters_weight_" + shape = [192, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.006 + std = 0.232 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = -0.272 + std = 1.128 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 1.557 + std = 2.637 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_parameters_weight_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 3.008 + std = 1.535 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_1_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.721 + std = 1.541 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [8, 192, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.075 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [8] + dtype = "torch.float32" + device = "cpu" + mean = 0.013 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [192, 8, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.060 + std = 0.082 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [192] + dtype = "torch.float32" + device = "cpu" + mean = 0.019 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_0_parameters_weight_" + shape = [48, 192, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.185 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 0.015 + std = 6.353 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 62.337 + std = 59.922 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_parameters_weight_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 5.122 + std = 1.376 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_1_parameters_bias_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_0_parameters_weight_" + shape = [288, 48, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.101 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 28.837 + std = 24.809 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_parameters_weight_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.181 + std = 0.473 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_0_modules_1_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.203 + std = 1.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_0_parameters_weight_" + shape = [288, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.007 + std = 0.154 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.055 + std = 0.190 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 0.082 + std = 0.136 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_parameters_weight_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.598 + std = 0.807 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_1_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.251 + std = 0.922 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [12, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.100 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [12] + dtype = "torch.float32" + device = "cpu" + mean = 0.029 + std = 0.035 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [288, 12, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.121 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_0_parameters_weight_" + shape = [48, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.099 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = -0.086 + std = 0.534 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 1.094 + std = 0.291 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_parameters_weight_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 1.889 + std = 0.676 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_1_parameters_bias_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = -0.148 + std = 1.332 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_0_parameters_weight_" + shape = [288, 48, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.100 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.509 + std = 0.915 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 21.593 + std = 9.835 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_parameters_weight_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.128 + std = 0.428 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_0_modules_1_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.151 + std = 0.939 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_0_parameters_weight_" + shape = [288, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.009 + std = 0.142 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.044 + std = 0.207 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 0.078 + std = 0.100 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_parameters_weight_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.420 + std = 0.804 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_1_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.417 + std = 0.943 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [12, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.005 + std = 0.084 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [12] + dtype = "torch.float32" + device = "cpu" + mean = 0.049 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [288, 12, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.005 + std = 0.110 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.007 + std = 0.032 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_0_parameters_weight_" + shape = [48, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.094 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = -0.092 + std = 0.364 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 0.453 + std = 0.137 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_parameters_weight_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 1.627 + std = 0.428 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_1_parameters_bias_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = -0.147 + std = 1.152 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_0_parameters_weight_" + shape = [288, 48, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.108 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -1.361 + std = 1.527 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 24.877 + std = 13.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_parameters_weight_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.151 + std = 0.490 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_0_modules_1_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.431 + std = 1.316 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_0_parameters_weight_" + shape = [288, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.015 + std = 0.134 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.045 + std = 0.323 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 0.069 + std = 0.133 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_parameters_weight_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.510 + std = 1.220 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_1_modules_1_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.532 + std = 0.870 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [12, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.005 + std = 0.117 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [12] + dtype = "torch.float32" + device = "cpu" + mean = 0.092 + std = 0.032 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [288, 12, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.022 + std = 0.135 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.010 + std = 0.039 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_0_parameters_weight_" + shape = [48, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.093 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 0.012 + std = 0.165 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 0.264 + std = 0.067 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_parameters_weight_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 1.706 + std = 0.513 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_3_modules_block_modules_3_modules_1_parameters_bias_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = -0.010 + std = 1.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_0_parameters_weight_" + shape = [288, 48, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.101 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -1.971 + std = 1.962 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 25.432 + std = 11.953 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_parameters_weight_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.092 + std = 0.392 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_0_modules_1_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.266 + std = 1.003 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_0_parameters_weight_" + shape = [288, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.008 + std = 0.133 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.030 + std = 0.249 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 0.066 + std = 0.096 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_parameters_weight_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.372 + std = 0.820 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_1_modules_1_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.475 + std = 0.976 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [12, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.082 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [12] + dtype = "torch.float32" + device = "cpu" + mean = 0.049 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [288, 12, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.104 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_0_parameters_weight_" + shape = [48, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.089 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = -0.025 + std = 0.337 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 0.293 + std = 0.073 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_parameters_weight_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 1.783 + std = 0.561 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_4_modules_block_modules_3_modules_1_parameters_bias_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = -0.104 + std = 1.269 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_0_parameters_weight_" + shape = [288, 48, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.102 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -2.596 + std = 2.732 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 28.353 + std = 12.326 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_parameters_weight_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.093 + std = 0.433 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_0_modules_1_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.276 + std = 1.090 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_0_parameters_weight_" + shape = [288, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.008 + std = 0.133 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.036 + std = 0.192 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 0.082 + std = 0.152 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_parameters_weight_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.347 + std = 0.752 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_1_modules_1_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.716 + std = 0.908 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [12, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.004 + std = 0.081 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [12] + dtype = "torch.float32" + device = "cpu" + mean = 0.081 + std = 0.061 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [288, 12, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.101 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.040 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_0_parameters_weight_" + shape = [48, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.087 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.252 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 0.202 + std = 0.050 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_parameters_weight_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 1.828 + std = 0.653 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_5_modules_block_modules_3_modules_1_parameters_bias_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = -0.104 + std = 1.310 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_0_parameters_weight_" + shape = [288, 48, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.107 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -3.790 + std = 3.879 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 36.383 + std = 19.586 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_parameters_weight_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.127 + std = 0.512 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_0_modules_1_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.286 + std = 1.283 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_0_parameters_weight_" + shape = [288, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.016 + std = 0.137 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.019 + std = 0.209 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 0.096 + std = 0.198 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_parameters_weight_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.384 + std = 1.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_1_modules_1_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.798 + std = 0.999 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [12, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.096 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [12] + dtype = "torch.float32" + device = "cpu" + mean = 0.094 + std = 0.043 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [288, 12, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.116 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.006 + std = 0.035 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_0_parameters_weight_" + shape = [48, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.091 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = -0.018 + std = 0.255 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 0.191 + std = 0.054 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_parameters_weight_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = 1.987 + std = 0.601 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_2_modules_6_modules_block_modules_3_modules_1_parameters_bias_" + shape = [48] + dtype = "torch.float32" + device = "cpu" + mean = -0.134 + std = 1.187 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_0_parameters_weight_" + shape = [288, 48, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.003 + std = 0.165 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -4.060 + std = 4.957 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 107.963 + std = 57.790 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_parameters_weight_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.032 + std = 0.681 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.189 + std = 1.129 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_0_parameters_weight_" + shape = [288, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.151 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.292 + std = 1.236 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 0.806 + std = 1.405 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_parameters_weight_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.546 + std = 1.063 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 0.619 + std = 1.599 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [12, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.008 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [12] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [288, 12, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.014 + std = 0.035 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [288] + dtype = "torch.float32" + device = "cpu" + mean = 0.004 + std = 0.071 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_0_parameters_weight_" + shape = [80, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.144 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = -0.031 + std = 2.332 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 5.197 + std = 5.890 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_parameters_weight_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 5.339 + std = 1.217 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_parameters_bias_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_0_parameters_weight_" + shape = [480, 80, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.065 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 20.038 + std = 9.392 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_parameters_weight_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 0.996 + std = 0.430 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.132 + std = 0.794 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_0_parameters_weight_" + shape = [480, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.084 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.069 + std = 0.238 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 0.120 + std = 0.178 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_parameters_weight_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 1.476 + std = 0.719 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.817 + std = 0.762 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [20, 480, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.052 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [20] + dtype = "torch.float32" + device = "cpu" + mean = 0.047 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [480, 20, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.007 + std = 0.070 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_0_parameters_weight_" + shape = [80, 480, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.067 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 0.022 + std = 0.172 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 0.305 + std = 0.130 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_parameters_weight_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 1.540 + std = 0.752 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_parameters_bias_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = -0.018 + std = 0.745 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_0_parameters_weight_" + shape = [480, 80, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.068 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.321 + std = 0.437 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 20.080 + std = 9.506 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_parameters_weight_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 0.977 + std = 0.381 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.182 + std = 0.735 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_0_parameters_weight_" + shape = [480, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.083 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.069 + std = 0.194 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 0.095 + std = 0.144 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_parameters_weight_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 1.378 + std = 0.587 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.885 + std = 0.766 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [20, 480, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.047 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [20] + dtype = "torch.float32" + device = "cpu" + mean = 0.050 + std = 0.048 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [480, 20, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.063 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_0_parameters_weight_" + shape = [80, 480, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.064 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 0.021 + std = 0.130 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 0.193 + std = 0.061 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_parameters_weight_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 1.352 + std = 0.627 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_parameters_bias_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = -0.033 + std = 0.760 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_0_parameters_weight_" + shape = [480, 80, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.068 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.889 + std = 0.843 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 20.844 + std = 10.279 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_parameters_weight_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 1.023 + std = 0.368 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_0_modules_1_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.284 + std = 0.765 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_0_parameters_weight_" + shape = [480, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.080 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.057 + std = 0.227 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 0.088 + std = 0.140 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_parameters_weight_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 1.264 + std = 0.641 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_1_modules_1_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.937 + std = 0.767 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [20, 480, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.047 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [20] + dtype = "torch.float32" + device = "cpu" + mean = 0.062 + std = 0.051 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [480, 20, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.059 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_0_parameters_weight_" + shape = [80, 480, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.061 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.167 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 0.104 + std = 0.032 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_parameters_weight_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 1.281 + std = 0.633 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_3_modules_block_modules_3_modules_1_parameters_bias_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = -0.065 + std = 0.723 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_0_parameters_weight_" + shape = [480, 80, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.065 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -1.141 + std = 1.246 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 21.073 + std = 8.976 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_parameters_weight_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 0.985 + std = 0.473 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_0_modules_1_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.257 + std = 0.754 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_0_parameters_weight_" + shape = [480, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.078 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.037 + std = 0.149 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 0.074 + std = 0.108 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_parameters_weight_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 1.170 + std = 0.629 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_1_modules_1_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.914 + std = 0.768 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [20, 480, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.035 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [20] + dtype = "torch.float32" + device = "cpu" + mean = 0.038 + std = 0.041 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [480, 20, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.052 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_0_parameters_weight_" + shape = [80, 480, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.057 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 0.004 + std = 0.161 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 0.081 + std = 0.032 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_parameters_weight_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 1.202 + std = 0.645 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_4_modules_block_modules_3_modules_1_parameters_bias_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = -0.061 + std = 0.647 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_0_parameters_weight_" + shape = [480, 80, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.066 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -1.622 + std = 1.522 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 23.110 + std = 9.338 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_parameters_weight_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 1.001 + std = 0.379 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_0_modules_1_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.412 + std = 0.804 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_0_parameters_weight_" + shape = [480, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.004 + std = 0.076 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.039 + std = 0.165 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 0.062 + std = 0.092 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_parameters_weight_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 1.282 + std = 0.647 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_1_modules_1_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.920 + std = 0.753 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [20, 480, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.043 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [20] + dtype = "torch.float32" + device = "cpu" + mean = 0.053 + std = 0.047 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [480, 20, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.059 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.005 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_0_parameters_weight_" + shape = [80, 480, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.057 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.156 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 0.092 + std = 0.035 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_parameters_weight_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 1.170 + std = 0.618 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_5_modules_block_modules_3_modules_1_parameters_bias_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 0.004 + std = 0.590 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_0_parameters_weight_" + shape = [480, 80, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.070 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -1.981 + std = 1.984 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 24.995 + std = 12.268 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_parameters_weight_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 1.058 + std = 0.424 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_0_modules_1_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.429 + std = 0.951 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_0_parameters_weight_" + shape = [480, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.004 + std = 0.073 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.053 + std = 0.210 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 0.072 + std = 0.106 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_parameters_weight_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 1.318 + std = 0.825 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_1_modules_1_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.886 + std = 0.788 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [20, 480, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.062 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [20] + dtype = "torch.float32" + device = "cpu" + mean = 0.064 + std = 0.048 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [480, 20, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.073 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_0_parameters_weight_" + shape = [80, 480, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.059 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 0.019 + std = 0.161 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 0.113 + std = 0.037 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_parameters_weight_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 1.151 + std = 0.497 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_3_modules_6_modules_block_modules_3_modules_1_parameters_bias_" + shape = [80] + dtype = "torch.float32" + device = "cpu" + mean = 0.003 + std = 0.574 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_0_parameters_weight_" + shape = [480, 80, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.129 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -3.243 + std = 2.790 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 90.841 + std = 41.298 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_parameters_weight_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 1.033 + std = 0.616 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.632 + std = 1.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_0_parameters_weight_" + shape = [480, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.035 + std = 0.149 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = -0.252 + std = 0.421 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 0.229 + std = 0.485 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_parameters_weight_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 1.522 + std = 0.638 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 0.795 + std = 1.314 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [20, 480, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [20] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [480, 20, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [480] + dtype = "torch.float32" + device = "cpu" + mean = 0.003 + std = 0.081 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_0_parameters_weight_" + shape = [160, 480, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.098 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.071 + std = 1.890 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 4.628 + std = 4.993 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_parameters_weight_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 4.555 + std = 1.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_1_parameters_bias_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_0_parameters_weight_" + shape = [960, 160, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 13.252 + std = 9.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.052 + std = 0.264 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.082 + std = 0.614 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_0_parameters_weight_" + shape = [960, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.081 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.013 + std = 0.108 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 0.031 + std = 0.043 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.336 + std = 0.631 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.599 + std = 0.607 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [40, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [40] + dtype = "torch.float32" + device = "cpu" + mean = 0.040 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [960, 40, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.009 + std = 0.046 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.006 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_0_parameters_weight_" + shape = [160, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.036 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = -0.022 + std = 0.106 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.125 + std = 0.088 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_parameters_weight_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 1.033 + std = 0.706 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_1_parameters_bias_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.026 + std = 0.550 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_0_parameters_weight_" + shape = [960, 160, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.181 + std = 0.227 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 9.107 + std = 9.314 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.063 + std = 0.196 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_0_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.161 + std = 0.464 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_0_parameters_weight_" + shape = [960, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.070 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.013 + std = 0.064 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 0.018 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.220 + std = 0.525 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.517 + std = 0.554 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [40, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [40] + dtype = "torch.float32" + device = "cpu" + mean = 0.031 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [960, 40, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_0_parameters_weight_" + shape = [160, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = -0.010 + std = 0.107 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.072 + std = 0.048 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_parameters_weight_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.743 + std = 0.564 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_1_parameters_bias_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.027 + std = 0.390 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_0_parameters_weight_" + shape = [960, 160, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.349 + std = 0.359 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 7.196 + std = 6.881 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.080 + std = 0.172 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_0_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.267 + std = 0.440 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_0_parameters_weight_" + shape = [960, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.064 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.014 + std = 0.053 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 0.012 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.179 + std = 0.484 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.402 + std = 0.492 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [40, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [40] + dtype = "torch.float32" + device = "cpu" + mean = 0.025 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [960, 40, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_0_parameters_weight_" + shape = [160, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.111 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.078 + std = 0.055 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_parameters_weight_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.643 + std = 0.517 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_1_parameters_bias_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.031 + std = 0.351 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_0_parameters_weight_" + shape = [960, 160, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.528 + std = 0.503 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 6.466 + std = 6.299 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.076 + std = 0.152 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_0_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.319 + std = 0.418 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_0_parameters_weight_" + shape = [960, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.061 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.012 + std = 0.049 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 0.010 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.102 + std = 0.435 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_1_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.400 + std = 0.476 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [40, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [40] + dtype = "torch.float32" + device = "cpu" + mean = 0.028 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [960, 40, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_0_parameters_weight_" + shape = [160, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.009 + std = 0.097 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.072 + std = 0.046 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_parameters_weight_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.597 + std = 0.478 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_4_modules_block_modules_3_modules_1_parameters_bias_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.018 + std = 0.338 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_0_parameters_weight_" + shape = [960, 160, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.685 + std = 0.648 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 5.974 + std = 5.439 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.070 + std = 0.122 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_0_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.351 + std = 0.414 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_0_parameters_weight_" + shape = [960, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.004 + std = 0.057 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.012 + std = 0.069 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 0.007 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.071 + std = 0.274 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_1_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.384 + std = 0.421 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [40, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [40] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [960, 40, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_0_parameters_weight_" + shape = [160, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.014 + std = 0.090 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.072 + std = 0.056 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_parameters_weight_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.536 + std = 0.494 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_5_modules_block_modules_3_modules_1_parameters_bias_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.011 + std = 0.289 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_0_parameters_weight_" + shape = [960, 160, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.797 + std = 0.730 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 6.269 + std = 6.663 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.067 + std = 0.113 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_0_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.373 + std = 0.405 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_0_parameters_weight_" + shape = [960, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.005 + std = 0.056 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.009 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.110 + std = 0.366 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_1_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.328 + std = 0.420 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [40, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [40] + dtype = "torch.float32" + device = "cpu" + mean = 0.017 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [960, 40, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_0_parameters_weight_" + shape = [160, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.012 + std = 0.096 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.082 + std = 0.057 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_parameters_weight_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.543 + std = 0.459 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_6_modules_block_modules_3_modules_1_parameters_bias_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.014 + std = 0.278 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_0_parameters_weight_" + shape = [960, 160, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.857 + std = 0.899 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 6.001 + std = 6.363 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.063 + std = 0.107 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_0_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.362 + std = 0.407 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_0_parameters_weight_" + shape = [960, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.005 + std = 0.053 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.011 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.087 + std = 0.325 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_1_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.348 + std = 0.430 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [40, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [40] + dtype = "torch.float32" + device = "cpu" + mean = 0.017 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [960, 40, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_0_parameters_weight_" + shape = [160, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.078 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.077 + std = 0.055 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_parameters_weight_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.524 + std = 0.461 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_7_modules_block_modules_3_modules_1_parameters_bias_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.235 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_0_parameters_weight_" + shape = [960, 160, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.942 + std = 1.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 7.289 + std = 8.121 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.057 + std = 0.146 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_0_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.367 + std = 0.461 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_0_parameters_weight_" + shape = [960, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.055 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.013 + std = 0.040 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 0.008 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.114 + std = 0.545 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_1_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.367 + std = 0.436 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [40, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [40] + dtype = "torch.float32" + device = "cpu" + mean = 0.029 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [960, 40, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_0_parameters_weight_" + shape = [160, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.005 + std = 0.087 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.069 + std = 0.038 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_parameters_weight_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.578 + std = 0.391 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_8_modules_block_modules_3_modules_1_parameters_bias_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.003 + std = 0.234 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_0_parameters_weight_" + shape = [960, 160, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.861 + std = 1.096 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 6.653 + std = 8.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.059 + std = 0.119 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_0_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.353 + std = 0.445 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_0_parameters_weight_" + shape = [960, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.051 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.012 + std = 0.064 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 0.007 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.148 + std = 0.513 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_1_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.314 + std = 0.429 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [40, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [40] + dtype = "torch.float32" + device = "cpu" + mean = 0.027 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [960, 40, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_0_parameters_weight_" + shape = [160, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.018 + std = 0.079 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.074 + std = 0.046 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_parameters_weight_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.476 + std = 0.349 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_9_modules_block_modules_3_modules_1_parameters_bias_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = -0.010 + std = 0.145 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_0_parameters_weight_" + shape = [960, 160, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.086 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -1.535 + std = 1.789 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 57.007 + std = 24.293 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.136 + std = 0.626 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.232 + std = 0.914 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_0_parameters_weight_" + shape = [960, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.122 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.082 + std = 0.920 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 0.382 + std = 0.980 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_parameters_weight_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 1.235 + std = 0.554 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_1_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = -0.431 + std = 0.682 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [40, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.060 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [40] + dtype = "torch.float32" + device = "cpu" + mean = 0.048 + std = 0.049 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [960, 40, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.071 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [960] + dtype = "torch.float32" + device = "cpu" + mean = 0.025 + std = 0.061 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_0_parameters_weight_" + shape = [224, 960, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.072 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.042 + std = 0.424 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 2.232 + std = 1.782 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 4.185 + std = 0.833 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_1_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_0_parameters_weight_" + shape = [1344, 224, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.036 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.001 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 16.948 + std = 10.685 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.076 + std = 0.237 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_0_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.417 + std = 0.631 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_0_parameters_weight_" + shape = [1344, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.004 + std = 0.058 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.038 + std = 0.101 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 0.054 + std = 0.068 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.345 + std = 0.635 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.838 + std = 0.597 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [56, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [56] + dtype = "torch.float32" + device = "cpu" + mean = 0.040 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [1344, 56, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.008 + std = 0.041 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.006 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_0_parameters_weight_" + shape = [224, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.036 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.149 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.135 + std = 0.066 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 1.065 + std = 0.635 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_1_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.012 + std = 0.455 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_0_parameters_weight_" + shape = [1344, 224, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.334 + std = 0.247 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 13.695 + std = 8.616 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.076 + std = 0.189 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_0_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.433 + std = 0.513 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_0_parameters_weight_" + shape = [1344, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.003 + std = 0.055 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.031 + std = 0.082 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 0.039 + std = 0.050 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.218 + std = 0.535 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.735 + std = 0.565 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [56, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [56] + dtype = "torch.float32" + device = "cpu" + mean = 0.032 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [1344, 56, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_0_parameters_weight_" + shape = [224, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.005 + std = 0.112 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.113 + std = 0.069 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.892 + std = 0.650 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_1_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.013 + std = 0.426 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_0_parameters_weight_" + shape = [1344, 224, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.657 + std = 0.509 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 11.719 + std = 7.470 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.085 + std = 0.171 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_0_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.402 + std = 0.455 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_0_parameters_weight_" + shape = [1344, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.051 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.020 + std = 0.070 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 0.032 + std = 0.040 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.114 + std = 0.425 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.599 + std = 0.577 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [56, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [56] + dtype = "torch.float32" + device = "cpu" + mean = 0.021 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [1344, 56, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_0_parameters_weight_" + shape = [224, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.111 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.097 + std = 0.066 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.809 + std = 0.647 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_1_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.011 + std = 0.402 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_0_parameters_weight_" + shape = [1344, 224, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.953 + std = 0.823 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 10.767 + std = 8.409 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.075 + std = 0.147 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_0_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.492 + std = 0.483 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_0_parameters_weight_" + shape = [1344, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.047 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.019 + std = 0.054 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 0.019 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.068 + std = 0.326 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_1_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.497 + std = 0.546 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [56, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [56] + dtype = "torch.float32" + device = "cpu" + mean = 0.012 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [1344, 56, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_0_parameters_weight_" + shape = [224, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.107 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.102 + std = 0.085 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.714 + std = 0.692 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_4_modules_block_modules_3_modules_1_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.346 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_0_parameters_weight_" + shape = [1344, 224, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -1.108 + std = 1.118 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 11.019 + std = 9.079 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.067 + std = 0.137 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_0_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.505 + std = 0.514 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_0_parameters_weight_" + shape = [1344, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.045 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.021 + std = 0.070 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 0.016 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.048 + std = 0.349 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_1_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.447 + std = 0.507 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [56, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [56] + dtype = "torch.float32" + device = "cpu" + mean = 0.015 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [1344, 56, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_0_parameters_weight_" + shape = [224, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.108 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.091 + std = 0.077 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.682 + std = 0.677 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_5_modules_block_modules_3_modules_1_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.003 + std = 0.305 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_0_parameters_weight_" + shape = [1344, 224, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -1.315 + std = 1.276 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 11.681 + std = 9.544 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.059 + std = 0.135 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_0_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.482 + std = 0.489 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_0_parameters_weight_" + shape = [1344, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.003 + std = 0.044 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.019 + std = 0.057 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 0.016 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.044 + std = 0.389 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_1_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.405 + std = 0.480 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [56, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [56] + dtype = "torch.float32" + device = "cpu" + mean = 0.015 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [1344, 56, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_0_parameters_weight_" + shape = [224, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.009 + std = 0.101 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.100 + std = 0.080 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.680 + std = 0.642 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_6_modules_block_modules_3_modules_1_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.294 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_0_parameters_weight_" + shape = [1344, 224, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -1.461 + std = 1.538 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 11.046 + std = 9.932 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.052 + std = 0.109 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_0_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.511 + std = 0.500 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_0_parameters_weight_" + shape = [1344, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.003 + std = 0.042 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.016 + std = 0.064 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 0.012 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 0.997 + std = 0.220 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_1_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.415 + std = 0.496 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [56, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [56] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.007 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [1344, 56, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.002 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_0_parameters_weight_" + shape = [224, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.084 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.086 + std = 0.074 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.640 + std = 0.615 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_7_modules_block_modules_3_modules_1_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.008 + std = 0.255 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_0_parameters_weight_" + shape = [1344, 224, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -1.671 + std = 1.745 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 12.284 + std = 11.981 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.051 + std = 0.123 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_0_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.493 + std = 0.490 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_0_parameters_weight_" + shape = [1344, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.005 + std = 0.041 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.020 + std = 0.056 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 0.014 + std = 0.018 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.072 + std = 0.368 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_1_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.415 + std = 0.461 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [56, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [56] + dtype = "torch.float32" + device = "cpu" + mean = 0.027 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [1344, 56, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_0_parameters_weight_" + shape = [224, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.113 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.111 + std = 0.088 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.608 + std = 0.530 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_8_modules_block_modules_3_modules_1_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.012 + std = 0.228 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_0_parameters_weight_" + shape = [1344, 224, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -1.593 + std = 1.873 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 12.003 + std = 11.863 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.051 + std = 0.114 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_0_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.476 + std = 0.460 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_0_parameters_weight_" + shape = [1344, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.005 + std = 0.040 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.019 + std = 0.061 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 0.014 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.042 + std = 0.304 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_1_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.394 + std = 0.471 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [56, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [56] + dtype = "torch.float32" + device = "cpu" + mean = 0.010 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [1344, 56, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_0_parameters_weight_" + shape = [224, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.005 + std = 0.095 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.096 + std = 0.069 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_parameters_weight_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.543 + std = 0.413 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_9_modules_block_modules_3_modules_1_parameters_bias_" + shape = [224] + dtype = "torch.float32" + device = "cpu" + mean = 0.011 + std = 0.146 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_0_parameters_weight_" + shape = [1344, 224, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.080 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -3.849 + std = 2.328 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 87.461 + std = 32.246 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.092 + std = 0.441 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -1.250 + std = 0.958 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_0_parameters_weight_" + shape = [1344, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.025 + std = 0.089 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.290 + std = 0.714 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 0.136 + std = 0.463 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_parameters_weight_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = 1.039 + std = 0.381 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_1_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.134 + std = 0.637 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [56, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.053 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [56] + dtype = "torch.float32" + device = "cpu" + mean = 0.009 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [1344, 56, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.059 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [1344] + dtype = "torch.float32" + device = "cpu" + mean = -0.007 + std = 0.097 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_0_parameters_weight_" + shape = [384, 1344, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.072 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.019 + std = 0.361 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 1.399 + std = 0.940 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 4.243 + std = 0.888 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_1_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_0_parameters_weight_" + shape = [2304, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 21.587 + std = 9.409 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.977 + std = 0.231 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_0_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.583 + std = 0.591 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_0_parameters_weight_" + shape = [2304, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.012 + std = 0.052 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.055 + std = 0.078 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.034 + std = 0.042 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 1.395 + std = 0.496 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.908 + std = 0.545 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [96, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.022 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [2304, 96, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.011 + std = 0.041 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.011 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_0_parameters_weight_" + shape = [384, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.036 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.017 + std = 0.143 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.226 + std = 0.064 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 1.086 + std = 0.368 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_1_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.016 + std = 0.266 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_0_parameters_weight_" + shape = [2304, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.276 + std = 0.189 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 20.247 + std = 9.654 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.981 + std = 0.214 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_0_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.568 + std = 0.545 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_0_parameters_weight_" + shape = [2304, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.009 + std = 0.051 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.050 + std = 0.071 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.029 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 1.291 + std = 0.512 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.839 + std = 0.523 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [96, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.023 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [2304, 96, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.009 + std = 0.036 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.009 + std = 0.012 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_0_parameters_weight_" + shape = [384, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.006 + std = 0.124 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.159 + std = 0.049 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.994 + std = 0.354 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_1_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.011 + std = 0.265 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_0_parameters_weight_" + shape = [2304, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.032 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.646 + std = 0.425 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 18.737 + std = 10.107 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.987 + std = 0.190 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.537 + std = 0.513 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_0_parameters_weight_" + shape = [2304, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.007 + std = 0.049 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.041 + std = 0.059 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.023 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 1.192 + std = 0.525 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.732 + std = 0.523 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [96, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.021 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [2304, 96, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.007 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.006 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_0_parameters_weight_" + shape = [384, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.008 + std = 0.140 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.135 + std = 0.051 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.920 + std = 0.392 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.008 + std = 0.272 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_0_parameters_weight_" + shape = [2304, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.949 + std = 0.669 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 17.374 + std = 10.305 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 1.006 + std = 0.187 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.566 + std = 0.543 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_0_parameters_weight_" + shape = [2304, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.005 + std = 0.047 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.037 + std = 0.057 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.020 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 1.159 + std = 0.490 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.642 + std = 0.499 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [96, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.019 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [2304, 96, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.005 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.006 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_0_parameters_weight_" + shape = [384, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.008 + std = 0.125 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.108 + std = 0.050 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.837 + std = 0.416 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.010 + std = 0.251 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_0_parameters_weight_" + shape = [2304, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -1.216 + std = 0.885 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 17.873 + std = 10.671 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.992 + std = 0.181 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_0_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.525 + std = 0.533 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_0_parameters_weight_" + shape = [2304, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.005 + std = 0.047 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.033 + std = 0.055 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.020 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 1.125 + std = 0.504 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_1_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.611 + std = 0.486 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [96, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.019 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [2304, 96, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.006 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.005 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_0_parameters_weight_" + shape = [384, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.007 + std = 0.126 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.101 + std = 0.047 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.829 + std = 0.414 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_5_modules_block_modules_3_modules_1_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.007 + std = 0.247 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_0_parameters_weight_" + shape = [2304, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -1.468 + std = 1.163 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 17.679 + std = 12.520 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 1.000 + std = 0.167 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_0_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.575 + std = 0.555 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_0_parameters_weight_" + shape = [2304, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.044 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.032 + std = 0.051 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.015 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 1.080 + std = 0.464 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_1_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.552 + std = 0.472 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [96, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.017 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [2304, 96, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_0_parameters_weight_" + shape = [384, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.122 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.123 + std = 0.058 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.797 + std = 0.412 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_6_modules_block_modules_3_modules_1_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.218 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_0_parameters_weight_" + shape = [2304, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -1.762 + std = 1.412 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 19.881 + std = 13.589 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.996 + std = 0.165 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_0_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.623 + std = 0.571 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_0_parameters_weight_" + shape = [2304, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.008 + std = 0.043 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.036 + std = 0.052 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.014 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 1.109 + std = 0.482 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_1_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.580 + std = 0.473 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [96, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.018 + std = 0.014 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [2304, 96, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.005 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.006 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_0_parameters_weight_" + shape = [384, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.097 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.128 + std = 0.058 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.834 + std = 0.419 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_7_modules_block_modules_3_modules_1_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.010 + std = 0.227 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_0_parameters_weight_" + shape = [2304, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -1.870 + std = 1.638 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 19.289 + std = 14.124 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.993 + std = 0.156 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_0_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.630 + std = 0.576 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_0_parameters_weight_" + shape = [2304, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.008 + std = 0.042 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.036 + std = 0.054 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.013 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 1.069 + std = 0.462 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_1_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.541 + std = 0.461 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [96, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.017 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [2304, 96, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.005 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_0_parameters_weight_" + shape = [384, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.005 + std = 0.115 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.122 + std = 0.052 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.813 + std = 0.382 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_8_modules_block_modules_3_modules_1_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.009 + std = 0.222 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_0_parameters_weight_" + shape = [2304, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.030 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -2.068 + std = 1.883 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 19.428 + std = 14.239 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.996 + std = 0.140 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_0_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.636 + std = 0.584 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_0_parameters_weight_" + shape = [2304, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.008 + std = 0.041 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.035 + std = 0.048 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.011 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 1.077 + std = 0.446 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_1_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.503 + std = 0.435 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [96, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.017 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [2304, 96, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.005 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_0_parameters_weight_" + shape = [384, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.099 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.124 + std = 0.054 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.784 + std = 0.369 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_9_modules_block_modules_3_modules_1_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.008 + std = 0.191 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_0_parameters_weight_" + shape = [2304, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -2.100 + std = 2.005 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 18.804 + std = 14.647 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.988 + std = 0.121 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_0_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.620 + std = 0.580 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_0_parameters_weight_" + shape = [2304, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.008 + std = 0.040 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.035 + std = 0.051 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.010 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 1.062 + std = 0.397 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_1_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.491 + std = 0.437 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [96, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.015 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [2304, 96, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_0_parameters_weight_" + shape = [384, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.025 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.008 + std = 0.103 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.124 + std = 0.047 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.763 + std = 0.312 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_10_modules_block_modules_3_modules_1_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.008 + std = 0.181 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_0_parameters_weight_" + shape = [2304, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -2.083 + std = 2.078 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 17.621 + std = 14.782 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.984 + std = 0.097 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_0_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.581 + std = 0.588 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_0_parameters_weight_" + shape = [2304, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.039 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.033 + std = 0.052 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.010 + std = 0.016 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 1.034 + std = 0.314 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_1_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.464 + std = 0.421 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [96, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.011 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.011 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [2304, 96, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.015 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_0_parameters_weight_" + shape = [384, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.014 + std = 0.109 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.121 + std = 0.039 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.743 + std = 0.262 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_11_modules_block_modules_3_modules_1_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.165 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_0_parameters_weight_" + shape = [2304, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -2.074 + std = 2.160 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 17.206 + std = 14.937 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.986 + std = 0.091 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_0_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.569 + std = 0.581 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_0_parameters_weight_" + shape = [2304, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.005 + std = 0.038 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.032 + std = 0.048 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.010 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 1.032 + std = 0.267 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_1_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.455 + std = 0.436 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [96, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.009 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.010 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [2304, 96, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.010 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_0_parameters_weight_" + shape = [384, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = -0.010 + std = 0.109 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.113 + std = 0.035 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_parameters_weight_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.721 + std = 0.240 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_6_modules_12_modules_block_modules_3_modules_1_parameters_bias_" + shape = [384] + dtype = "torch.float32" + device = "cpu" + mean = 0.004 + std = 0.140 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_0_parameters_weight_" + shape = [2304, 384, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.074 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -6.171 + std = 4.673 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 118.177 + std = 36.996 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.827 + std = 0.344 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -1.084 + std = 0.886 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_0_parameters_weight_" + shape = [2304, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.056 + std = 0.083 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.143 + std = 0.112 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 0.011 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_parameters_weight_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = 1.660 + std = 0.518 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_1_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -1.190 + std = 0.753 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [96, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.056 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.011 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [2304, 96, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.014 + std = 0.070 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [2304] + dtype = "torch.float32" + device = "cpu" + mean = -0.018 + std = 0.039 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_0_parameters_weight_" + shape = [640, 2304, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.051 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [640] + dtype = "torch.float32" + device = "cpu" + mean = -0.025 + std = 0.241 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [640] + dtype = "torch.float32" + device = "cpu" + mean = 2.150 + std = 0.844 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_parameters_weight_" + shape = [640] + dtype = "torch.float32" + device = "cpu" + mean = 2.633 + std = 0.328 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_1_parameters_bias_" + shape = [640] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_0_parameters_weight_" + shape = [3840, 640, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.000 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = 7.714 + std = 5.203 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_parameters_weight_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = 1.031 + std = 0.147 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_0_modules_1_parameters_bias_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = -0.519 + std = 0.499 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_0_parameters_weight_" + shape = [3840, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.021 + std = 0.049 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = -0.025 + std = 0.037 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = 0.011 + std = 0.013 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_parameters_weight_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = 1.414 + std = 0.433 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_1_parameters_bias_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = -0.566 + std = 0.367 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [160, 3840, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.031 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.026 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [3840, 160, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.013 + std = 0.040 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = -0.013 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_0_parameters_weight_" + shape = [640, 3840, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.023 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [640] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.066 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [640] + dtype = "torch.float32" + device = "cpu" + mean = 0.165 + std = 0.079 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_parameters_weight_" + shape = [640] + dtype = "torch.float32" + device = "cpu" + mean = 0.948 + std = 0.361 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_1_parameters_bias_" + shape = [640] + dtype = "torch.float32" + device = "cpu" + mean = -0.015 + std = 0.232 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_0_parameters_weight_" + shape = [3840, 640, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.026 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = -0.343 + std = 0.328 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = 8.293 + std = 7.114 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_parameters_weight_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = 1.054 + std = 0.133 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_0_modules_1_parameters_bias_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = -0.539 + std = 0.528 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_0_parameters_weight_" + shape = [3840, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.018 + std = 0.048 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = -0.025 + std = 0.033 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = 0.008 + std = 0.008 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_parameters_weight_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = 1.354 + std = 0.516 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_1_modules_1_parameters_bias_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = -0.542 + std = 0.403 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [160, 3840, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.029 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = 0.017 + std = 0.034 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [3840, 160, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.011 + std = 0.035 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = -0.011 + std = 0.021 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_0_parameters_weight_" + shape = [640, 3840, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.020 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [640] + dtype = "torch.float32" + device = "cpu" + mean = -0.007 + std = 0.124 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [640] + dtype = "torch.float32" + device = "cpu" + mean = 0.111 + std = 0.061 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_parameters_weight_" + shape = [640] + dtype = "torch.float32" + device = "cpu" + mean = 0.882 + std = 0.288 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_2_modules_block_modules_3_modules_1_parameters_bias_" + shape = [640] + dtype = "torch.float32" + device = "cpu" + mean = -0.012 + std = 0.238 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_0_parameters_weight_" + shape = [3840, 640, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.022 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = -0.748 + std = 0.871 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = 10.018 + std = 11.981 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_parameters_weight_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = 1.038 + std = 0.124 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_0_modules_1_parameters_bias_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = -0.560 + std = 0.604 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_0_parameters_weight_" + shape = [3840, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.015 + std = 0.049 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = -0.030 + std = 0.045 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_buffers_running_var_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = 0.007 + std = 0.024 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_parameters_weight_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = 1.352 + std = 0.580 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_1_modules_1_parameters_bias_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = -0.602 + std = 0.491 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_" + shape = [160, 3840, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.028 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [160] + dtype = "torch.float32" + device = "cpu" + mean = -0.004 + std = 0.045 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_" + shape = [3840, 160, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.008 + std = 0.027 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [3840] + dtype = "torch.float32" + device = "cpu" + mean = -0.012 + std = 0.019 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_0_parameters_weight_" + shape = [640, 3840, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.017 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_" + shape = [640] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.097 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_buffers_running_var_" + shape = [640] + dtype = "torch.float32" + device = "cpu" + mean = 0.088 + std = 0.089 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_parameters_weight_" + shape = [640] + dtype = "torch.float32" + device = "cpu" + mean = 0.884 + std = 0.318 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_7_modules_3_modules_block_modules_3_modules_1_parameters_bias_" + shape = [640] + dtype = "torch.float32" + device = "cpu" + mean = -0.014 + std = 0.205 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_0_parameters_weight_: + name = "L_self_modules_features_modules_8_modules_0_parameters_weight_" + shape = [2560, 640, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.039 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_1_buffers_running_mean_: + name = "L_self_modules_features_modules_8_modules_1_buffers_running_mean_" + shape = [2560] + dtype = "torch.float32" + device = "cpu" + mean = -2.574 + std = 0.311 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_1_buffers_running_var_: + name = "L_self_modules_features_modules_8_modules_1_buffers_running_var_" + shape = [2560] + dtype = "torch.float32" + device = "cpu" + mean = 29.369 + std = 2.402 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_1_parameters_weight_: + name = "L_self_modules_features_modules_8_modules_1_parameters_weight_" + shape = [2560] + dtype = "torch.float32" + device = "cpu" + mean = 1.637 + std = 0.202 + data = None + + +class Program_weight_tensor_meta_L_self_modules_features_modules_8_modules_1_parameters_bias_: + name = "L_self_modules_features_modules_8_modules_1_parameters_bias_" + shape = [2560] + dtype = "torch.float32" + device = "cpu" + mean = -1.175 + std = 0.264 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_1_parameters_weight_: + name = "L_self_modules_classifier_modules_1_parameters_weight_" + shape = [1000, 2560] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.041 + data = None + + +class Program_weight_tensor_meta_L_self_modules_classifier_modules_1_parameters_bias_: + name = "L_self_modules_classifier_modules_1_parameters_bias_" + shape = [1000] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.060 + data = None