From 5f4a4a6fc9d8463118220b2a2415d8ad150b9206 Mon Sep 17 00:00:00 2001 From: Liyulingyue <852433440@qq.com> Date: Mon, 4 Aug 2025 18:36:40 +0800 Subject: [PATCH] efficientnet_b2 --- .../efficientnet_b2/graph_hash.txt | 1 + .../efficientnet_b2/graph_net.json | 5 + .../torchvision/efficientnet_b2/input_meta.py | 0 .../input_tensor_constraints.py | 0 samples/torchvision/efficientnet_b2/model.py | 3247 ++++++++++++ .../efficientnet_b2/weight_meta.py | 4408 +++++++++++++++++ 6 files changed, 7661 insertions(+) create mode 100644 samples/torchvision/efficientnet_b2/graph_hash.txt create mode 100644 samples/torchvision/efficientnet_b2/graph_net.json create mode 100644 samples/torchvision/efficientnet_b2/input_meta.py create mode 100644 samples/torchvision/efficientnet_b2/input_tensor_constraints.py create mode 100644 samples/torchvision/efficientnet_b2/model.py create mode 100644 samples/torchvision/efficientnet_b2/weight_meta.py diff --git a/samples/torchvision/efficientnet_b2/graph_hash.txt b/samples/torchvision/efficientnet_b2/graph_hash.txt new file mode 100644 index 0000000000..db38e66cbf --- /dev/null +++ b/samples/torchvision/efficientnet_b2/graph_hash.txt @@ -0,0 +1 @@ +2f8c9ee25ca7fab1f419f9683cd6f44d148b5b3d2c95f48cd8d473ece6806acc \ No newline at end of file diff --git a/samples/torchvision/efficientnet_b2/graph_net.json b/samples/torchvision/efficientnet_b2/graph_net.json new file mode 100644 index 0000000000..1373fe3b58 --- /dev/null +++ b/samples/torchvision/efficientnet_b2/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_b2/input_meta.py b/samples/torchvision/efficientnet_b2/input_meta.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/samples/torchvision/efficientnet_b2/input_tensor_constraints.py b/samples/torchvision/efficientnet_b2/input_tensor_constraints.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/samples/torchvision/efficientnet_b2/model.py b/samples/torchvision/efficientnet_b2/model.py new file mode 100644 index 0000000000..a1aab0860d --- /dev/null +++ b/samples/torchvision/efficientnet_b2/model.py @@ -0,0 +1,3247 @@ +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_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_3_modules_0_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_1_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_1_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_2_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_2_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_4_modules_0_modules_block_modules_2_modules_fc1_parameters_bias_: 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L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_3_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_3_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_4_modules_block_modules_0_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc1_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc2_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_4_modules_block_modules_2_modules_fc2_parameters_bias_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_0_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_buffers_running_mean_: torch.Tensor, + L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_buffers_running_var_: torch.Tensor, + L_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_1_parameters_weight_: torch.nn.parameter.Parameter, + L_self_modules_features_modules_6_modules_4_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_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_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_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_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_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_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_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_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, + 0.1, + 1e-05, + ) + 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), + 32, + ) + 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, + 0.1, + 1e-05, + ) + 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, + 0.1, + 1e-05, + ) + 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), + 16, + ) + 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, + 0.1, + 1e-05, + ) + 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, + 0.1, + 1e-05, + ) + 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_2_modules_0_modules_block_modules_0_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + result = l_self_modules_features_modules_2_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_17 = torch.nn.functional.batch_norm( + input_16, + 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, + 0.1, + 1e-05, + ) + input_16 = 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_18 = torch.nn.functional.silu(input_17, inplace=True) + input_17 = None + input_19 = torch.conv2d( + input_18, + l_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_0_parameters_weight_, + None, + (2, 2), + (1, 1), + (1, 1), + 96, + ) + input_18 = l_self_modules_features_modules_2_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_20 = torch.nn.functional.batch_norm( + input_19, + 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, + 0.1, + 1e-05, + ) + input_19 = 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_21 = torch.nn.functional.silu(input_20, inplace=True) + input_20 = None + scale_10 = torch.nn.functional.adaptive_avg_pool2d(input_21, 1) + scale_11 = torch.conv2d( + scale_10, + 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_10 = 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_12 = torch.nn.functional.silu(scale_11, inplace=True) + scale_11 = None + scale_13 = torch.conv2d( + scale_12, + 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_12 = 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_14 = torch.sigmoid(scale_13) + scale_13 = None + input_22 = scale_14 * input_21 + scale_14 = input_21 = None + input_23 = torch.conv2d( + input_22, + 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_22 = l_self_modules_features_modules_2_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_24 = torch.nn.functional.batch_norm( + input_23, + 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, + 0.1, + 1e-05, + ) + input_23 = 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_25 = torch.conv2d( + input_24, + 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_26 = torch.nn.functional.batch_norm( + input_25, + 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, + 0.1, + 1e-05, + ) + input_25 = 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_27 = torch.nn.functional.silu(input_26, inplace=True) + input_26 = None + input_28 = torch.conv2d( + input_27, + l_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 144, + ) + input_27 = l_self_modules_features_modules_2_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_29 = torch.nn.functional.batch_norm( + input_28, + 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, + 0.1, + 1e-05, + ) + input_28 = 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_30 = torch.nn.functional.silu(input_29, inplace=True) + input_29 = None + scale_15 = torch.nn.functional.adaptive_avg_pool2d(input_30, 1) + scale_16 = torch.conv2d( + scale_15, + 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_15 = 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_17 = torch.nn.functional.silu(scale_16, inplace=True) + scale_16 = None + scale_18 = torch.conv2d( + scale_17, + 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_17 = 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_19 = torch.sigmoid(scale_18) + scale_18 = None + input_31 = scale_19 * input_30 + scale_19 = input_30 = None + input_32 = torch.conv2d( + input_31, + 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_31 = l_self_modules_features_modules_2_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_33 = torch.nn.functional.batch_norm( + input_32, + 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, + 0.1, + 1e-05, + ) + input_32 = 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_1 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_1 = None + input_33 += input_24 + result_1 = input_33 + input_33 = input_24 = None + input_34 = torch.conv2d( + result_1, + 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_35 = torch.nn.functional.batch_norm( + input_34, + 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, + 0.1, + 1e-05, + ) + input_34 = 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_36 = torch.nn.functional.silu(input_35, inplace=True) + input_35 = None + input_37 = torch.conv2d( + input_36, + l_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 144, + ) + input_36 = l_self_modules_features_modules_2_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_38 = torch.nn.functional.batch_norm( + input_37, + 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, + 0.1, + 1e-05, + ) + input_37 = 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_39 = torch.nn.functional.silu(input_38, inplace=True) + input_38 = None + scale_20 = torch.nn.functional.adaptive_avg_pool2d(input_39, 1) + scale_21 = torch.conv2d( + scale_20, + 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_20 = 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_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_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_22 = 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_24 = torch.sigmoid(scale_23) + scale_23 = None + input_40 = scale_24 * input_39 + scale_24 = input_39 = None + input_41 = torch.conv2d( + input_40, + 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_40 = l_self_modules_features_modules_2_modules_2_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_42 = torch.nn.functional.batch_norm( + input_41, + 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, + 0.1, + 1e-05, + ) + input_41 = 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_2 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_2 = None + input_42 += result_1 + result_2 = input_42 + input_42 = result_1 = None + input_43 = torch.conv2d( + result_2, + 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_2 = l_self_modules_features_modules_3_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_44 = torch.nn.functional.batch_norm( + input_43, + 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, + 0.1, + 1e-05, + ) + input_43 = 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_45 = torch.nn.functional.silu(input_44, inplace=True) + input_44 = None + input_46 = torch.conv2d( + input_45, + l_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_0_parameters_weight_, + None, + (2, 2), + (2, 2), + (1, 1), + 144, + ) + input_45 = l_self_modules_features_modules_3_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_47 = torch.nn.functional.batch_norm( + input_46, + 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, + 0.1, + 1e-05, + ) + input_46 = 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_48 = torch.nn.functional.silu(input_47, inplace=True) + input_47 = None + scale_25 = torch.nn.functional.adaptive_avg_pool2d(input_48, 1) + scale_26 = torch.conv2d( + scale_25, + 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_25 = 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_27 = torch.nn.functional.silu(scale_26, inplace=True) + scale_26 = None + scale_28 = torch.conv2d( + scale_27, + 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_27 = 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_29 = torch.sigmoid(scale_28) + scale_28 = None + input_49 = scale_29 * input_48 + scale_29 = input_48 = None + input_50 = torch.conv2d( + input_49, + 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_49 = l_self_modules_features_modules_3_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_51 = torch.nn.functional.batch_norm( + input_50, + 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, + 0.1, + 1e-05, + ) + input_50 = 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_52 = torch.conv2d( + input_51, + 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_53 = torch.nn.functional.batch_norm( + input_52, + 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, + 0.1, + 1e-05, + ) + input_52 = 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_54 = torch.nn.functional.silu(input_53, inplace=True) + input_53 = None + input_55 = torch.conv2d( + input_54, + l_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 288, + ) + input_54 = l_self_modules_features_modules_3_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_56 = torch.nn.functional.batch_norm( + input_55, + 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, + 0.1, + 1e-05, + ) + input_55 = 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_57 = torch.nn.functional.silu(input_56, inplace=True) + input_56 = None + scale_30 = torch.nn.functional.adaptive_avg_pool2d(input_57, 1) + scale_31 = torch.conv2d( + scale_30, + 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_30 = 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_32 = torch.nn.functional.silu(scale_31, inplace=True) + scale_31 = None + scale_33 = torch.conv2d( + scale_32, + 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_32 = 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_34 = torch.sigmoid(scale_33) + scale_33 = None + input_58 = scale_34 * input_57 + scale_34 = input_57 = None + input_59 = torch.conv2d( + input_58, + 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_58 = l_self_modules_features_modules_3_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_60 = torch.nn.functional.batch_norm( + input_59, + 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, + 0.1, + 1e-05, + ) + input_59 = 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_3 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_3 = None + input_60 += input_51 + result_3 = input_60 + input_60 = input_51 = None + input_61 = torch.conv2d( + result_3, + 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_62 = torch.nn.functional.batch_norm( + input_61, + 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, + 0.1, + 1e-05, + ) + input_61 = 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_63 = torch.nn.functional.silu(input_62, inplace=True) + input_62 = None + input_64 = torch.conv2d( + input_63, + l_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 288, + ) + input_63 = l_self_modules_features_modules_3_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_65 = torch.nn.functional.batch_norm( + input_64, + 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, + 0.1, + 1e-05, + ) + input_64 = 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_66 = torch.nn.functional.silu(input_65, inplace=True) + input_65 = None + scale_35 = torch.nn.functional.adaptive_avg_pool2d(input_66, 1) + scale_36 = torch.conv2d( + scale_35, + 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_35 = 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_37 = torch.nn.functional.silu(scale_36, inplace=True) + scale_36 = None + scale_38 = torch.conv2d( + scale_37, + 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_37 = 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_39 = torch.sigmoid(scale_38) + scale_38 = None + input_67 = scale_39 * input_66 + scale_39 = input_66 = None + input_68 = torch.conv2d( + input_67, + 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_67 = l_self_modules_features_modules_3_modules_2_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_69 = torch.nn.functional.batch_norm( + input_68, + 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, + 0.1, + 1e-05, + ) + input_68 = 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_4 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_4 = None + input_69 += result_3 + result_4 = input_69 + input_69 = result_3 = None + input_70 = torch.conv2d( + result_4, + 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_4 = l_self_modules_features_modules_4_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_71 = torch.nn.functional.batch_norm( + input_70, + 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, + 0.1, + 1e-05, + ) + input_70 = 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_72 = torch.nn.functional.silu(input_71, inplace=True) + input_71 = None + input_73 = torch.conv2d( + input_72, + l_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_0_parameters_weight_, + None, + (2, 2), + (1, 1), + (1, 1), + 288, + ) + input_72 = l_self_modules_features_modules_4_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_74 = torch.nn.functional.batch_norm( + input_73, + 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, + 0.1, + 1e-05, + ) + input_73 = 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_75 = torch.nn.functional.silu(input_74, inplace=True) + input_74 = None + scale_40 = torch.nn.functional.adaptive_avg_pool2d(input_75, 1) + scale_41 = torch.conv2d( + scale_40, + 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_40 = 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_42 = torch.nn.functional.silu(scale_41, inplace=True) + scale_41 = None + scale_43 = torch.conv2d( + scale_42, + 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_42 = 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_44 = torch.sigmoid(scale_43) + scale_43 = None + input_76 = scale_44 * input_75 + scale_44 = input_75 = None + input_77 = torch.conv2d( + input_76, + 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_76 = l_self_modules_features_modules_4_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_78 = torch.nn.functional.batch_norm( + input_77, + 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, + 0.1, + 1e-05, + ) + input_77 = 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_79 = torch.conv2d( + input_78, + 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_80 = torch.nn.functional.batch_norm( + input_79, + 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, + 0.1, + 1e-05, + ) + input_79 = 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_81 = torch.nn.functional.silu(input_80, inplace=True) + input_80 = None + input_82 = torch.conv2d( + input_81, + l_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 528, + ) + input_81 = l_self_modules_features_modules_4_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_83 = torch.nn.functional.batch_norm( + input_82, + 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, + 0.1, + 1e-05, + ) + input_82 = 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_84 = torch.nn.functional.silu(input_83, inplace=True) + input_83 = None + scale_45 = torch.nn.functional.adaptive_avg_pool2d(input_84, 1) + scale_46 = torch.conv2d( + scale_45, + 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_45 = 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_47 = torch.nn.functional.silu(scale_46, inplace=True) + scale_46 = None + scale_48 = torch.conv2d( + scale_47, + 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_47 = 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_49 = torch.sigmoid(scale_48) + scale_48 = None + input_85 = scale_49 * input_84 + scale_49 = input_84 = None + input_86 = torch.conv2d( + input_85, + 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_85 = l_self_modules_features_modules_4_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_87 = torch.nn.functional.batch_norm( + input_86, + 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, + 0.1, + 1e-05, + ) + input_86 = 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_5 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_5 = None + input_87 += input_78 + result_5 = input_87 + input_87 = input_78 = None + input_88 = torch.conv2d( + result_5, + 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_89 = torch.nn.functional.batch_norm( + input_88, + 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, + 0.1, + 1e-05, + ) + input_88 = 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_90 = torch.nn.functional.silu(input_89, inplace=True) + input_89 = None + input_91 = torch.conv2d( + input_90, + l_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 528, + ) + input_90 = l_self_modules_features_modules_4_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_92 = torch.nn.functional.batch_norm( + input_91, + 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, + 0.1, + 1e-05, + ) + input_91 = 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_93 = torch.nn.functional.silu(input_92, inplace=True) + input_92 = None + scale_50 = torch.nn.functional.adaptive_avg_pool2d(input_93, 1) + scale_51 = torch.conv2d( + scale_50, + 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_50 = 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_52 = torch.nn.functional.silu(scale_51, inplace=True) + scale_51 = None + scale_53 = torch.conv2d( + scale_52, + 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_52 = 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_54 = torch.sigmoid(scale_53) + scale_53 = None + input_94 = scale_54 * input_93 + scale_54 = input_93 = None + input_95 = torch.conv2d( + input_94, + 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_94 = l_self_modules_features_modules_4_modules_2_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_96 = torch.nn.functional.batch_norm( + input_95, + 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, + 0.1, + 1e-05, + ) + input_95 = 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_6 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_6 = None + input_96 += result_5 + result_6 = input_96 + input_96 = result_5 = None + input_97 = torch.conv2d( + result_6, + 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_98 = torch.nn.functional.batch_norm( + input_97, + 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, + 0.1, + 1e-05, + ) + input_97 = 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_99 = torch.nn.functional.silu(input_98, inplace=True) + input_98 = None + input_100 = torch.conv2d( + input_99, + l_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 528, + ) + input_99 = l_self_modules_features_modules_4_modules_3_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_101 = torch.nn.functional.batch_norm( + input_100, + 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, + 0.1, + 1e-05, + ) + input_100 = 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_102 = torch.nn.functional.silu(input_101, inplace=True) + input_101 = None + scale_55 = torch.nn.functional.adaptive_avg_pool2d(input_102, 1) + scale_56 = torch.conv2d( + scale_55, + 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_55 = 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_57 = torch.nn.functional.silu(scale_56, inplace=True) + scale_56 = None + scale_58 = torch.conv2d( + scale_57, + 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_57 = 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_59 = torch.sigmoid(scale_58) + scale_58 = None + input_103 = scale_59 * input_102 + scale_59 = input_102 = None + input_104 = torch.conv2d( + input_103, + 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_103 = l_self_modules_features_modules_4_modules_3_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_105 = torch.nn.functional.batch_norm( + input_104, + 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, + 0.1, + 1e-05, + ) + input_104 = 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_7 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_7 = None + input_105 += result_6 + result_7 = input_105 + input_105 = result_6 = None + input_106 = torch.conv2d( + result_7, + 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_7 = l_self_modules_features_modules_5_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_107 = torch.nn.functional.batch_norm( + input_106, + 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, + 0.1, + 1e-05, + ) + input_106 = 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_108 = torch.nn.functional.silu(input_107, inplace=True) + input_107 = None + input_109 = torch.conv2d( + input_108, + l_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 528, + ) + input_108 = l_self_modules_features_modules_5_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_110 = torch.nn.functional.batch_norm( + input_109, + 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, + 0.1, + 1e-05, + ) + input_109 = 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_111 = torch.nn.functional.silu(input_110, inplace=True) + input_110 = None + scale_60 = torch.nn.functional.adaptive_avg_pool2d(input_111, 1) + scale_61 = torch.conv2d( + scale_60, + 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_60 = 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_62 = torch.nn.functional.silu(scale_61, inplace=True) + scale_61 = None + scale_63 = torch.conv2d( + scale_62, + 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_62 = 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_64 = torch.sigmoid(scale_63) + scale_63 = None + input_112 = scale_64 * input_111 + scale_64 = input_111 = None + input_113 = torch.conv2d( + input_112, + 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_112 = l_self_modules_features_modules_5_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_114 = torch.nn.functional.batch_norm( + input_113, + 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, + 0.1, + 1e-05, + ) + input_113 = 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_115 = torch.conv2d( + input_114, + 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_116 = torch.nn.functional.batch_norm( + input_115, + 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, + 0.1, + 1e-05, + ) + input_115 = 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_117 = torch.nn.functional.silu(input_116, inplace=True) + input_116 = None + input_118 = torch.conv2d( + input_117, + l_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 720, + ) + input_117 = l_self_modules_features_modules_5_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_119 = torch.nn.functional.batch_norm( + input_118, + 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, + 0.1, + 1e-05, + ) + input_118 = 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_120 = torch.nn.functional.silu(input_119, inplace=True) + input_119 = None + scale_65 = torch.nn.functional.adaptive_avg_pool2d(input_120, 1) + scale_66 = torch.conv2d( + scale_65, + 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_65 = 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_67 = torch.nn.functional.silu(scale_66, inplace=True) + scale_66 = None + scale_68 = torch.conv2d( + scale_67, + 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_67 = 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_69 = torch.sigmoid(scale_68) + scale_68 = None + input_121 = scale_69 * input_120 + scale_69 = input_120 = None + input_122 = torch.conv2d( + input_121, + 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_121 = l_self_modules_features_modules_5_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_123 = torch.nn.functional.batch_norm( + input_122, + 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, + 0.1, + 1e-05, + ) + input_122 = 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_8 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_8 = None + input_123 += input_114 + result_8 = input_123 + input_123 = input_114 = None + input_124 = torch.conv2d( + result_8, + 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_125 = torch.nn.functional.batch_norm( + input_124, + 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, + 0.1, + 1e-05, + ) + input_124 = 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_126 = torch.nn.functional.silu(input_125, inplace=True) + input_125 = None + input_127 = torch.conv2d( + input_126, + l_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 720, + ) + input_126 = l_self_modules_features_modules_5_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_128 = torch.nn.functional.batch_norm( + input_127, + 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, + 0.1, + 1e-05, + ) + input_127 = 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_129 = torch.nn.functional.silu(input_128, inplace=True) + input_128 = None + scale_70 = torch.nn.functional.adaptive_avg_pool2d(input_129, 1) + scale_71 = torch.conv2d( + scale_70, + 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_70 = 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_72 = torch.nn.functional.silu(scale_71, inplace=True) + scale_71 = None + scale_73 = torch.conv2d( + scale_72, + 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_72 = 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_74 = torch.sigmoid(scale_73) + scale_73 = None + input_130 = scale_74 * input_129 + scale_74 = input_129 = None + input_131 = torch.conv2d( + input_130, + 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_130 = l_self_modules_features_modules_5_modules_2_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_132 = torch.nn.functional.batch_norm( + input_131, + 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, + 0.1, + 1e-05, + ) + input_131 = 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_9 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_9 = None + input_132 += result_8 + result_9 = input_132 + input_132 = result_8 = None + input_133 = torch.conv2d( + result_9, + 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_134 = torch.nn.functional.batch_norm( + input_133, + 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, + 0.1, + 1e-05, + ) + input_133 = 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_135 = torch.nn.functional.silu(input_134, inplace=True) + input_134 = None + input_136 = torch.conv2d( + input_135, + l_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 720, + ) + input_135 = l_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_137 = torch.nn.functional.batch_norm( + input_136, + 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, + 0.1, + 1e-05, + ) + input_136 = 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_138 = torch.nn.functional.silu(input_137, inplace=True) + input_137 = None + scale_75 = torch.nn.functional.adaptive_avg_pool2d(input_138, 1) + scale_76 = torch.conv2d( + scale_75, + 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_75 = 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_77 = torch.nn.functional.silu(scale_76, inplace=True) + scale_76 = None + scale_78 = torch.conv2d( + scale_77, + 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_77 = 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_79 = torch.sigmoid(scale_78) + scale_78 = None + input_139 = scale_79 * input_138 + scale_79 = input_138 = None + input_140 = torch.conv2d( + input_139, + 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_139 = l_self_modules_features_modules_5_modules_3_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_141 = torch.nn.functional.batch_norm( + input_140, + 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, + 0.1, + 1e-05, + ) + input_140 = 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_10 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_10 = None + input_141 += result_9 + result_10 = input_141 + input_141 = result_9 = None + input_142 = torch.conv2d( + result_10, + 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_10 = l_self_modules_features_modules_6_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_143 = torch.nn.functional.batch_norm( + input_142, + 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, + 0.1, + 1e-05, + ) + input_142 = 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_144 = torch.nn.functional.silu(input_143, inplace=True) + input_143 = None + input_145 = torch.conv2d( + input_144, + l_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_0_parameters_weight_, + None, + (2, 2), + (2, 2), + (1, 1), + 720, + ) + input_144 = l_self_modules_features_modules_6_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_146 = torch.nn.functional.batch_norm( + input_145, + 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, + 0.1, + 1e-05, + ) + input_145 = 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_147 = torch.nn.functional.silu(input_146, inplace=True) + input_146 = None + scale_80 = torch.nn.functional.adaptive_avg_pool2d(input_147, 1) + scale_81 = torch.conv2d( + scale_80, + 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_80 = 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_82 = torch.nn.functional.silu(scale_81, inplace=True) + scale_81 = None + scale_83 = torch.conv2d( + scale_82, + 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_82 = 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_84 = torch.sigmoid(scale_83) + scale_83 = None + input_148 = scale_84 * input_147 + scale_84 = input_147 = None + input_149 = torch.conv2d( + input_148, + 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_148 = l_self_modules_features_modules_6_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_150 = torch.nn.functional.batch_norm( + input_149, + 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, + 0.1, + 1e-05, + ) + input_149 = 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_151 = torch.conv2d( + input_150, + 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_152 = torch.nn.functional.batch_norm( + input_151, + 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, + 0.1, + 1e-05, + ) + input_151 = 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_153 = torch.nn.functional.silu(input_152, inplace=True) + input_152 = None + input_154 = torch.conv2d( + input_153, + l_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 1248, + ) + input_153 = l_self_modules_features_modules_6_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_155 = torch.nn.functional.batch_norm( + input_154, + 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, + 0.1, + 1e-05, + ) + input_154 = 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_156 = torch.nn.functional.silu(input_155, inplace=True) + input_155 = None + scale_85 = torch.nn.functional.adaptive_avg_pool2d(input_156, 1) + scale_86 = torch.conv2d( + scale_85, + 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_85 = 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_87 = torch.nn.functional.silu(scale_86, inplace=True) + scale_86 = None + scale_88 = torch.conv2d( + scale_87, + 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_87 = 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_89 = torch.sigmoid(scale_88) + scale_88 = None + input_157 = scale_89 * input_156 + scale_89 = input_156 = None + input_158 = torch.conv2d( + input_157, + 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_157 = l_self_modules_features_modules_6_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_159 = torch.nn.functional.batch_norm( + input_158, + 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, + 0.1, + 1e-05, + ) + input_158 = 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_11 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_11 = None + input_159 += input_150 + result_11 = input_159 + input_159 = input_150 = None + input_160 = torch.conv2d( + result_11, + 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_161 = torch.nn.functional.batch_norm( + input_160, + 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, + 0.1, + 1e-05, + ) + input_160 = 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_162 = torch.nn.functional.silu(input_161, inplace=True) + input_161 = None + input_163 = torch.conv2d( + input_162, + l_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 1248, + ) + input_162 = l_self_modules_features_modules_6_modules_2_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_164 = torch.nn.functional.batch_norm( + input_163, + 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, + 0.1, + 1e-05, + ) + input_163 = 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_165 = torch.nn.functional.silu(input_164, inplace=True) + input_164 = None + scale_90 = torch.nn.functional.adaptive_avg_pool2d(input_165, 1) + scale_91 = torch.conv2d( + scale_90, + 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_90 = 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_92 = torch.nn.functional.silu(scale_91, inplace=True) + scale_91 = None + scale_93 = torch.conv2d( + scale_92, + 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_92 = 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_94 = torch.sigmoid(scale_93) + scale_93 = None + input_166 = scale_94 * input_165 + scale_94 = input_165 = None + input_167 = torch.conv2d( + input_166, + 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_166 = l_self_modules_features_modules_6_modules_2_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_168 = torch.nn.functional.batch_norm( + input_167, + 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, + 0.1, + 1e-05, + ) + input_167 = 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_12 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_12 = None + input_168 += result_11 + result_12 = input_168 + input_168 = result_11 = None + input_169 = torch.conv2d( + result_12, + 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_170 = torch.nn.functional.batch_norm( + input_169, + 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, + 0.1, + 1e-05, + ) + input_169 = 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_171 = torch.nn.functional.silu(input_170, inplace=True) + input_170 = None + input_172 = torch.conv2d( + input_171, + l_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 1248, + ) + input_171 = l_self_modules_features_modules_6_modules_3_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_173 = torch.nn.functional.batch_norm( + input_172, + 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, + 0.1, + 1e-05, + ) + input_172 = 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_174 = torch.nn.functional.silu(input_173, inplace=True) + input_173 = None + scale_95 = torch.nn.functional.adaptive_avg_pool2d(input_174, 1) + scale_96 = torch.conv2d( + scale_95, + 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_95 = 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_97 = torch.nn.functional.silu(scale_96, inplace=True) + scale_96 = None + scale_98 = torch.conv2d( + scale_97, + 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_97 = 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_99 = torch.sigmoid(scale_98) + scale_98 = None + input_175 = scale_99 * input_174 + scale_99 = input_174 = None + input_176 = torch.conv2d( + input_175, + 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_175 = l_self_modules_features_modules_6_modules_3_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_177 = torch.nn.functional.batch_norm( + input_176, + 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, + 0.1, + 1e-05, + ) + input_176 = 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_13 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_13 = None + input_177 += result_12 + result_13 = input_177 + input_177 = result_12 = None + input_178 = torch.conv2d( + result_13, + 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_179 = torch.nn.functional.batch_norm( + input_178, + 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, + 0.1, + 1e-05, + ) + input_178 = 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_180 = torch.nn.functional.silu(input_179, inplace=True) + input_179 = None + input_181 = torch.conv2d( + input_180, + l_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (2, 2), + (1, 1), + 1248, + ) + input_180 = l_self_modules_features_modules_6_modules_4_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_182 = torch.nn.functional.batch_norm( + input_181, + 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, + 0.1, + 1e-05, + ) + input_181 = 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_183 = torch.nn.functional.silu(input_182, inplace=True) + input_182 = None + scale_100 = torch.nn.functional.adaptive_avg_pool2d(input_183, 1) + scale_101 = torch.conv2d( + scale_100, + 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_100 = 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_102 = torch.nn.functional.silu(scale_101, inplace=True) + scale_101 = None + scale_103 = torch.conv2d( + scale_102, + 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_102 = 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_104 = torch.sigmoid(scale_103) + scale_103 = None + input_184 = scale_104 * input_183 + scale_104 = input_183 = None + input_185 = torch.conv2d( + input_184, + 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_184 = l_self_modules_features_modules_6_modules_4_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_186 = torch.nn.functional.batch_norm( + input_185, + 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, + 0.1, + 1e-05, + ) + input_185 = 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_14 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_14 = None + input_186 += result_13 + result_14 = input_186 + input_186 = result_13 = None + input_187 = torch.conv2d( + result_14, + 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_14 = l_self_modules_features_modules_7_modules_0_modules_block_modules_0_modules_0_parameters_weight_ = (None) + input_188 = torch.nn.functional.batch_norm( + input_187, + 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, + 0.1, + 1e-05, + ) + input_187 = 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_189 = torch.nn.functional.silu(input_188, inplace=True) + input_188 = None + input_190 = torch.conv2d( + input_189, + l_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 1248, + ) + input_189 = l_self_modules_features_modules_7_modules_0_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_191 = torch.nn.functional.batch_norm( + input_190, + 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, + 0.1, + 1e-05, + ) + input_190 = 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_192 = torch.nn.functional.silu(input_191, inplace=True) + input_191 = None + scale_105 = torch.nn.functional.adaptive_avg_pool2d(input_192, 1) + scale_106 = torch.conv2d( + scale_105, + 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_105 = 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_107 = torch.nn.functional.silu(scale_106, inplace=True) + scale_106 = None + scale_108 = torch.conv2d( + scale_107, + 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_107 = 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_109 = torch.sigmoid(scale_108) + scale_108 = None + input_193 = scale_109 * input_192 + scale_109 = input_192 = None + input_194 = torch.conv2d( + input_193, + 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_193 = l_self_modules_features_modules_7_modules_0_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_195 = torch.nn.functional.batch_norm( + input_194, + 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, + 0.1, + 1e-05, + ) + input_194 = 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_196 = torch.conv2d( + input_195, + 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_197 = torch.nn.functional.batch_norm( + input_196, + 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, + 0.1, + 1e-05, + ) + input_196 = 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_198 = torch.nn.functional.silu(input_197, inplace=True) + input_197 = None + input_199 = torch.conv2d( + input_198, + l_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_0_parameters_weight_, + None, + (1, 1), + (1, 1), + (1, 1), + 2112, + ) + input_198 = l_self_modules_features_modules_7_modules_1_modules_block_modules_1_modules_0_parameters_weight_ = (None) + input_200 = torch.nn.functional.batch_norm( + input_199, + 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, + 0.1, + 1e-05, + ) + input_199 = 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_201 = torch.nn.functional.silu(input_200, inplace=True) + input_200 = None + scale_110 = torch.nn.functional.adaptive_avg_pool2d(input_201, 1) + scale_111 = torch.conv2d( + scale_110, + 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_110 = 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_112 = torch.nn.functional.silu(scale_111, inplace=True) + scale_111 = None + scale_113 = torch.conv2d( + scale_112, + 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_112 = 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_114 = torch.sigmoid(scale_113) + scale_113 = None + input_202 = scale_114 * input_201 + scale_114 = input_201 = None + input_203 = torch.conv2d( + input_202, + 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_202 = l_self_modules_features_modules_7_modules_1_modules_block_modules_3_modules_0_parameters_weight_ = (None) + input_204 = torch.nn.functional.batch_norm( + input_203, + 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, + 0.1, + 1e-05, + ) + input_203 = 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_15 = torch._C._log_api_usage_once( + "torchvision.ops.stochastic_depth.stochastic_depth" + ) + _log_api_usage_once_15 = None + input_204 += input_195 + result_15 = input_204 + input_204 = input_195 = None + input_205 = torch.conv2d( + result_15, + l_self_modules_features_modules_8_modules_0_parameters_weight_, + None, + (1, 1), + (0, 0), + (1, 1), + 1, + ) + result_15 = ( + l_self_modules_features_modules_8_modules_0_parameters_weight_ + ) = None + input_206 = torch.nn.functional.batch_norm( + input_205, + 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, + 0.1, + 1e-05, + ) + input_205 = ( + 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_207 = torch.nn.functional.silu(input_206, inplace=True) + input_206 = None + x = torch.nn.functional.adaptive_avg_pool2d(input_207, 1) + input_207 = None + x_1 = torch.flatten(x, 1) + x = None + input_208 = torch.nn.functional.dropout(x_1, 0.3, False, True) + x_1 = None + input_209 = torch._C._nn.linear( + input_208, + l_self_modules_classifier_modules_1_parameters_weight_, + l_self_modules_classifier_modules_1_parameters_bias_, + ) + input_208 = ( + l_self_modules_classifier_modules_1_parameters_weight_ + ) = l_self_modules_classifier_modules_1_parameters_bias_ = None + return (input_209,) diff --git a/samples/torchvision/efficientnet_b2/weight_meta.py b/samples/torchvision/efficientnet_b2/weight_meta.py new file mode 100644 index 0000000000..2dba2789b3 --- /dev/null +++ b/samples/torchvision/efficientnet_b2/weight_meta.py @@ -0,0 +1,4408 @@ +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 = [32, 3, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.005 + std = 0.449 + 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 = 0.225 + std = 1.288 + 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 = [32] + dtype = "torch.float32" + device = "cpu" + mean = -0.007 + std = 0.213 + 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 = [32] + dtype = "torch.float32" + device = "cpu" + mean = 7.474 + std = 7.714 + 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 = [32] + dtype = "torch.float32" + device = "cpu" + mean = 1.940 + std = 2.024 + 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 = [32] + dtype = "torch.float32" + device = "cpu" + mean = 0.953 + std = 4.527 + 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 = [32, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.024 + std = 0.598 + 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 = [32] + dtype = "torch.float32" + device = "cpu" + mean = -0.836 + std = 3.063 + 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 = [32] + dtype = "torch.float32" + device = "cpu" + mean = 7.051 + std = 15.614 + 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 = [32] + dtype = "torch.float32" + device = "cpu" + mean = 2.069 + std = 1.611 + 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 = [32] + dtype = "torch.float32" + device = "cpu" + mean = 1.314 + std = 1.594 + 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 = [8, 32, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.041 + std = 0.224 + 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 = [8] + dtype = "torch.float32" + device = "cpu" + mean = -1.131 + std = 0.890 + 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 = [32, 8, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.124 + std = 0.310 + 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 = [32] + dtype = "torch.float32" + device = "cpu" + mean = -1.488 + std = 1.074 + 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 = [16, 32, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.030 + std = 0.384 + 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 = [16] + dtype = "torch.float32" + device = "cpu" + mean = 1.120 + std = 1.687 + 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 = [16] + dtype = "torch.float32" + device = "cpu" + mean = 1.011 + std = 0.852 + 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 = [16] + dtype = "torch.float32" + device = "cpu" + mean = 6.361 + std = 2.828 + 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 = [16] + dtype = "torch.float32" + device = "cpu" + mean = 0.530 + std = 1.457 + 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 = [16, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.049 + std = 0.378 + 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 = [16] + dtype = "torch.float32" + device = "cpu" + mean = -0.094 + std = 0.789 + 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 = [16] + dtype = "torch.float32" + device = "cpu" + mean = 44.616 + std = 66.231 + 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 = [16] + dtype = "torch.float32" + device = "cpu" + mean = 2.288 + std = 1.289 + 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 = [16] + dtype = "torch.float32" + device = "cpu" + mean = 1.901 + std = 1.999 + 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 = [4, 16, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.067 + std = 0.193 + 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 = [4] + dtype = "torch.float32" + device = "cpu" + mean = 2.258 + std = 2.824 + 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 = [16, 4, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.111 + std = 0.206 + 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 = [16] + dtype = "torch.float32" + device = "cpu" + mean = 0.477 + std = 1.187 + 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 = [16, 16, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.003 + std = 0.316 + 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 = [16] + dtype = "torch.float32" + device = "cpu" + mean = 0.075 + std = 2.486 + 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 = [16] + dtype = "torch.float32" + device = "cpu" + mean = 4.776 + std = 4.402 + 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 = [16] + dtype = "torch.float32" + device = "cpu" + mean = 4.065 + std = 3.089 + 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 = [16] + dtype = "torch.float32" + device = "cpu" + mean = -1.475 + std = 3.281 + 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 = [96, 16, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.290 + 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 = [96] + dtype = "torch.float32" + device = "cpu" + mean = 0.449 + std = 2.970 + 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 = [96] + dtype = "torch.float32" + device = "cpu" + mean = 45.903 + std = 34.497 + 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 = [96] + dtype = "torch.float32" + device = "cpu" + mean = 2.210 + std = 1.957 + 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 = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.075 + std = 1.384 + 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 = [96, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.268 + 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 = [96] + dtype = "torch.float32" + device = "cpu" + mean = -0.257 + std = 2.052 + 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 = [96] + dtype = "torch.float32" + device = "cpu" + mean = 5.121 + std = 8.310 + 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 = [96] + dtype = "torch.float32" + device = "cpu" + mean = 4.942 + std = 2.101 + 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 = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.817 + std = 2.625 + 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 = [4, 96, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.014 + std = 0.168 + 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 = [4] + dtype = "torch.float32" + device = "cpu" + mean = 0.026 + std = 0.596 + 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 = [96, 4, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.003 + std = 0.144 + 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 = [96] + dtype = "torch.float32" + device = "cpu" + mean = 1.801 + std = 1.216 + 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 = [24, 96, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.286 + 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 = [24] + dtype = "torch.float32" + device = "cpu" + mean = -4.174 + std = 13.298 + 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 = [24] + dtype = "torch.float32" + device = "cpu" + mean = 101.596 + std = 96.306 + 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 = [24] + dtype = "torch.float32" + device = "cpu" + mean = 6.806 + std = 1.086 + 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 = [24] + 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 = [144, 24, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.006 + std = 0.182 + 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 = [144] + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 54.978 + std = 65.156 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 1.312 + std = 0.985 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 0.111 + std = 1.696 + 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 = [144, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.006 + std = 0.233 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = -0.247 + std = 0.722 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 0.333 + std = 0.851 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 1.806 + std = 0.897 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = -0.124 + std = 1.179 + 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 = [6, 144, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.004 + std = 0.151 + 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 = [6] + dtype = "torch.float32" + device = "cpu" + mean = 1.572 + std = 0.715 + 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 = [144, 6, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.012 + std = 0.152 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 0.546 + std = 1.399 + 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 = [24, 144, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.005 + std = 0.168 + 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 = [24] + dtype = "torch.float32" + device = "cpu" + mean = 0.239 + std = 1.542 + 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 = [24] + dtype = "torch.float32" + device = "cpu" + mean = 2.055 + std = 0.882 + 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 = [24] + dtype = "torch.float32" + device = "cpu" + mean = 3.616 + std = 1.587 + 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 = [24] + dtype = "torch.float32" + device = "cpu" + mean = -0.861 + std = 2.259 + 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 = [144, 24, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.005 + std = 0.164 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = -1.100 + std = 1.804 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 52.400 + std = 21.127 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 1.312 + std = 0.843 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 0.345 + std = 1.429 + 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 = [144, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.004 + std = 0.212 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = -0.086 + std = 0.566 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 0.266 + std = 0.403 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 1.770 + std = 0.720 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = -0.319 + std = 1.016 + 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 = [6, 144, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.003 + std = 0.155 + 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 = [6] + dtype = "torch.float32" + device = "cpu" + mean = 1.016 + std = 0.651 + 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 = [144, 6, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.005 + std = 0.172 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 0.060 + std = 1.116 + 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 = [24, 144, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.154 + 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 = [24] + dtype = "torch.float32" + device = "cpu" + mean = -0.124 + std = 0.952 + 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 = [24] + dtype = "torch.float32" + device = "cpu" + mean = 0.699 + std = 0.259 + 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 = [24] + dtype = "torch.float32" + device = "cpu" + mean = 2.814 + std = 1.218 + 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 = [24] + dtype = "torch.float32" + device = "cpu" + mean = -0.600 + std = 1.777 + 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 = [144, 24, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.015 + std = 0.258 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = -3.042 + std = 3.562 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 157.162 + std = 102.860 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 1.060 + std = 0.924 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = -0.064 + std = 1.143 + 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 = [144, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = -0.011 + std = 0.179 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = -0.450 + std = 1.406 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 1.482 + std = 3.569 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 1.798 + std = 1.066 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 1.145 + std = 1.647 + 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 = [6, 144, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.011 + std = 0.091 + 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 = [6] + dtype = "torch.float32" + device = "cpu" + mean = -0.400 + std = 0.284 + 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 = [144, 6, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.036 + std = 0.128 + 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 = [144] + dtype = "torch.float32" + device = "cpu" + mean = 0.775 + std = 1.644 + 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 = [48, 144, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.003 + std = 0.205 + 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 = [48] + dtype = "torch.float32" + device = "cpu" + mean = -0.019 + std = 3.161 + 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 = [48] + dtype = "torch.float32" + device = "cpu" + mean = 3.600 + std = 4.421 + 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 = [48] + dtype = "torch.float32" + device = "cpu" + mean = 5.840 + std = 1.268 + 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 = [48] + 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 = [288, 48, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.114 + 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 = [288] + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = 31.405 + std = 12.327 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = 0.936 + std = 0.659 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.086 + std = 1.117 + 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 = [288, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.132 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.128 + std = 0.470 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = 0.207 + std = 0.366 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.678 + std = 0.858 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.474 + std = 1.096 + 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 = [12, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.108 + 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 = [12] + dtype = "torch.float32" + device = "cpu" + mean = 0.831 + std = 0.660 + 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 = [288, 12, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.008 + std = 0.124 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = 0.184 + std = 1.075 + 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 = [48, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.112 + 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 = [48] + dtype = "torch.float32" + device = "cpu" + mean = -0.125 + std = 0.542 + 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 = [48] + dtype = "torch.float32" + device = "cpu" + mean = 0.644 + std = 0.202 + 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 = [48] + dtype = "torch.float32" + device = "cpu" + mean = 2.715 + std = 1.380 + 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 = [48] + dtype = "torch.float32" + device = "cpu" + mean = 0.027 + std = 1.308 + 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 = [288, 48, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.003 + std = 0.107 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.433 + std = 0.982 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = 35.604 + std = 14.646 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.060 + std = 0.660 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.013 + std = 1.098 + 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 = [288, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.118 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.149 + std = 0.482 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = 0.231 + std = 0.416 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.472 + std = 0.715 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.713 + std = 1.090 + 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 = [12, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.104 + 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 = [12] + dtype = "torch.float32" + device = "cpu" + mean = 0.735 + std = 0.475 + 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 = [288, 12, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.119 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.464 + std = 1.033 + 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 = [48, 288, 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_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 = [48] + dtype = "torch.float32" + device = "cpu" + mean = -0.071 + std = 0.254 + 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 = [48] + dtype = "torch.float32" + device = "cpu" + mean = 0.150 + std = 0.052 + 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 = [48] + dtype = "torch.float32" + device = "cpu" + mean = 2.079 + std = 1.044 + 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 = [48] + dtype = "torch.float32" + device = "cpu" + mean = -0.005 + std = 0.947 + 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 = [288, 48, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.169 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = -1.249 + std = 1.777 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = 104.796 + std = 48.798 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.217 + std = 0.542 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.645 + std = 0.983 + 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 = [288, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.014 + std = 0.162 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = -0.322 + std = 0.554 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = 0.306 + std = 0.555 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.118 + std = 0.493 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = 1.411 + std = 1.295 + 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 = [12, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.005 + std = 0.054 + 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 = [12] + dtype = "torch.float32" + device = "cpu" + mean = -0.088 + std = 0.324 + 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 = [288, 12, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.012 + std = 0.067 + 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 = [288] + dtype = "torch.float32" + device = "cpu" + mean = 0.643 + std = 1.325 + 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 = [88, 288, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.141 + 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 = [88] + dtype = "torch.float32" + device = "cpu" + mean = -0.090 + std = 2.664 + 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 = [88] + dtype = "torch.float32" + device = "cpu" + mean = 1.850 + std = 2.479 + 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 = [88] + dtype = "torch.float32" + device = "cpu" + mean = 5.311 + std = 1.142 + 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 = [88] + 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 = [528, 88, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.072 + 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 = [528] + 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_1_buffers_running_var_: + name = "L_self_modules_features_modules_4_modules_1_modules_block_modules_0_modules_1_buffers_running_var_" + shape = [528] + dtype = "torch.float32" + device = "cpu" + mean = 20.162 + std = 7.683 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = 0.937 + std = 0.529 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.070 + std = 0.984 + 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 = [528, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.112 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.070 + std = 0.209 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = 0.059 + std = 0.107 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = 1.521 + std = 0.652 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.723 + std = 0.896 + 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 = [22, 528, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.077 + 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 = [22] + dtype = "torch.float32" + device = "cpu" + mean = 0.890 + std = 0.274 + 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 = [528, 22, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.011 + std = 0.094 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.110 + std = 0.680 + 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 = [88, 528, 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_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 = [88] + dtype = "torch.float32" + device = "cpu" + mean = 0.008 + std = 0.207 + 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 = [88] + dtype = "torch.float32" + device = "cpu" + mean = 0.122 + std = 0.029 + 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 = [88] + dtype = "torch.float32" + device = "cpu" + mean = 1.606 + std = 0.636 + 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 = [88] + dtype = "torch.float32" + device = "cpu" + mean = 0.007 + std = 0.562 + 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 = [528, 88, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.071 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.171 + std = 0.369 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = 20.356 + std = 7.584 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = 0.864 + std = 0.504 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.083 + std = 0.874 + 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 = [528, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.109 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.059 + std = 0.205 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = 0.044 + std = 0.089 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = 1.443 + std = 0.709 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.737 + std = 0.864 + 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 = [22, 528, 1, 1] + 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_2_modules_fc1_parameters_bias_: + name = "L_self_modules_features_modules_4_modules_2_modules_block_modules_2_modules_fc1_parameters_bias_" + shape = [22] + dtype = "torch.float32" + device = "cpu" + mean = 0.670 + std = 0.429 + 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 = [528, 22, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.006 + std = 0.088 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.188 + std = 0.653 + 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 = [88, 528, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.065 + 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 = [88] + dtype = "torch.float32" + device = "cpu" + mean = 0.030 + std = 0.158 + 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 = [88] + dtype = "torch.float32" + device = "cpu" + mean = 0.089 + std = 0.022 + 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 = [88] + dtype = "torch.float32" + device = "cpu" + mean = 1.532 + std = 0.617 + 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 = [88] + dtype = "torch.float32" + device = "cpu" + mean = 0.038 + std = 0.581 + 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 = [528, 88, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.071 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.354 + std = 0.732 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = 22.059 + std = 8.438 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = 0.952 + std = 0.449 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.213 + std = 0.859 + 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 = [528, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.106 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.059 + std = 0.160 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = 0.044 + std = 0.074 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = 1.412 + std = 0.616 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.726 + std = 0.852 + 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 = [22, 528, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.067 + 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 = [22] + dtype = "torch.float32" + device = "cpu" + mean = 0.773 + std = 0.365 + 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 = [528, 22, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.011 + std = 0.081 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.368 + std = 0.727 + 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 = [88, 528, 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_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 = [88] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.136 + 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 = [88] + dtype = "torch.float32" + device = "cpu" + mean = 0.051 + std = 0.014 + 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 = [88] + dtype = "torch.float32" + device = "cpu" + mean = 1.407 + std = 0.598 + 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 = [88] + dtype = "torch.float32" + device = "cpu" + mean = -0.034 + std = 0.460 + 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 = [528, 88, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.112 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.773 + std = 1.203 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = 54.571 + std = 18.499 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = 1.081 + std = 0.735 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.077 + std = 0.888 + 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 = [528, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = -0.009 + std = 0.140 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.151 + std = 0.475 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = 0.389 + std = 0.569 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = 1.017 + std = 0.665 + 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 = [528] + dtype = "torch.float32" + device = "cpu" + mean = -0.051 + std = 0.819 + 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 = [22, 528, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.082 + 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 = [22] + dtype = "torch.float32" + device = "cpu" + mean = 0.516 + std = 0.678 + 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 = [528, 22, 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_2_modules_fc2_parameters_bias_: + name = "L_self_modules_features_modules_5_modules_0_modules_block_modules_2_modules_fc2_parameters_bias_" + shape = [528] + dtype = "torch.float32" + device = "cpu" + mean = 0.709 + std = 1.178 + 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 = [120, 528, 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_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 = [120] + dtype = "torch.float32" + device = "cpu" + mean = 0.088 + std = 1.047 + 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 = [120] + dtype = "torch.float32" + device = "cpu" + mean = 1.182 + std = 1.040 + 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 = [120] + dtype = "torch.float32" + device = "cpu" + mean = 5.068 + std = 0.800 + 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 = [120] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.000 + 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 = [720, 120, 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_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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.000 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 20.601 + std = 7.629 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 1.032 + std = 0.490 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = -0.435 + std = 0.863 + 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 = [720, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.074 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = -0.069 + std = 0.189 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 0.079 + std = 0.116 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 1.576 + std = 0.638 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = -0.807 + std = 0.780 + 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 = [30, 720, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.069 + 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 = [30] + dtype = "torch.float32" + device = "cpu" + mean = 0.975 + std = 0.390 + 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 = [720, 30, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.014 + std = 0.080 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = -0.224 + std = 0.666 + 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 = [120, 720, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.059 + 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 = [120] + dtype = "torch.float32" + device = "cpu" + mean = -0.005 + std = 0.147 + 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 = [120] + dtype = "torch.float32" + device = "cpu" + mean = 0.119 + std = 0.041 + 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 = [120] + dtype = "torch.float32" + device = "cpu" + mean = 1.562 + std = 0.777 + 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 = [120] + dtype = "torch.float32" + device = "cpu" + mean = 0.078 + std = 0.472 + 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 = [720, 120, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.063 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = -0.330 + std = 0.338 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 21.624 + std = 7.354 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 1.055 + std = 0.447 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = -0.473 + std = 0.786 + 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 = [720, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.002 + std = 0.074 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = -0.071 + std = 0.186 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 0.075 + std = 0.124 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 1.535 + std = 0.592 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = -0.851 + std = 0.778 + 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 = [30, 720, 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_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 = [30] + dtype = "torch.float32" + device = "cpu" + mean = 0.646 + std = 0.273 + 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 = [720, 30, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.015 + std = 0.068 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = -0.285 + std = 0.612 + 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 = [120, 720, 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_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 = [120] + dtype = "torch.float32" + device = "cpu" + mean = 0.010 + std = 0.155 + 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 = [120] + dtype = "torch.float32" + device = "cpu" + mean = 0.090 + std = 0.036 + 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 = [120] + dtype = "torch.float32" + device = "cpu" + mean = 1.478 + std = 0.776 + 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 = [120] + dtype = "torch.float32" + device = "cpu" + mean = 0.071 + std = 0.432 + 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 = [720, 120, 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_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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = -0.700 + std = 0.653 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 23.479 + std = 7.818 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 1.082 + std = 0.386 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = -0.722 + std = 0.762 + 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 = [720, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.005 + 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_mean_: + name = "L_self_modules_features_modules_5_modules_3_modules_block_modules_1_modules_1_buffers_running_mean_" + shape = [720] + dtype = "torch.float32" + device = "cpu" + mean = -0.061 + std = 0.146 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 0.051 + std = 0.085 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 1.482 + std = 0.540 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = -0.763 + std = 0.774 + 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 = [30, 720, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.056 + 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 = [30] + dtype = "torch.float32" + device = "cpu" + mean = 0.704 + std = 0.329 + 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 = [720, 30, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.014 + std = 0.066 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = -0.370 + std = 0.584 + 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 = [120, 720, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.055 + 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 = [120] + dtype = "torch.float32" + device = "cpu" + mean = 0.010 + std = 0.118 + 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 = [120] + dtype = "torch.float32" + device = "cpu" + mean = 0.085 + std = 0.037 + 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 = [120] + dtype = "torch.float32" + device = "cpu" + mean = 1.347 + std = 0.662 + 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 = [120] + dtype = "torch.float32" + device = "cpu" + mean = 0.037 + std = 0.258 + 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 = [720, 120, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.103 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = -1.072 + std = 0.960 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 66.700 + std = 20.371 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 1.019 + std = 0.596 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = -0.975 + std = 0.924 + 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 = [720, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.007 + std = 0.095 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = -0.254 + std = 0.548 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 0.159 + std = 0.409 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 1.026 + std = 0.593 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 0.474 + std = 0.836 + 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 = [30, 720, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.078 + 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 = [30] + dtype = "torch.float32" + device = "cpu" + mean = 0.324 + std = 0.893 + 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 = [720, 30, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.012 + std = 0.079 + 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 = [720] + dtype = "torch.float32" + device = "cpu" + mean = 1.464 + std = 1.061 + 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 = [208, 720, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.092 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 0.044 + std = 1.377 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 2.066 + std = 1.759 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 4.488 + std = 0.637 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.001 + 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 = [1248, 208, 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_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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.001 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 18.405 + std = 5.084 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 0.818 + std = 0.467 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.466 + std = 0.767 + 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 = [1248, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.004 + std = 0.065 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.070 + std = 0.128 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 0.041 + std = 0.092 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 1.622 + std = 0.447 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.912 + std = 0.718 + 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 = [52, 1248, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.055 + 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 = [52] + dtype = "torch.float32" + device = "cpu" + mean = 0.278 + std = 0.303 + 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 = [1248, 52, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.015 + std = 0.067 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.372 + std = 0.531 + 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 = [208, 1248, 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_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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.142 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 0.175 + std = 0.050 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 1.556 + std = 0.531 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 0.020 + std = 0.351 + 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 = [1248, 208, 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_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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.300 + std = 0.338 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 21.042 + std = 5.875 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 0.868 + std = 0.439 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.606 + std = 0.805 + 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 = [1248, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.062 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.071 + std = 0.123 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 0.036 + std = 0.089 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 1.619 + std = 0.487 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.927 + std = 0.683 + 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 = [52, 1248, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.054 + 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 = [52] + dtype = "torch.float32" + device = "cpu" + mean = 0.395 + std = 0.347 + 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 = [1248, 52, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.017 + std = 0.065 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.426 + std = 0.502 + 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 = [208, 1248, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.050 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 0.004 + std = 0.110 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 0.120 + std = 0.037 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 1.496 + std = 0.525 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 0.015 + std = 0.348 + 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 = [1248, 208, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.054 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.727 + std = 0.677 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 24.334 + std = 7.028 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 0.931 + std = 0.406 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.769 + std = 0.822 + 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 = [1248, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.009 + std = 0.058 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.072 + std = 0.113 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 0.032 + std = 0.104 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 1.505 + std = 0.480 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.842 + std = 0.677 + 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 = [52, 1248, 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_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 = [52] + dtype = "torch.float32" + device = "cpu" + mean = 0.408 + std = 0.319 + 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 = [1248, 52, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.017 + std = 0.064 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.444 + std = 0.477 + 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 = [208, 1248, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.049 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.100 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 0.082 + std = 0.025 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 1.453 + std = 0.464 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 0.018 + std = 0.324 + 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 = [1248, 208, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.055 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -1.223 + std = 0.965 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 27.514 + std = 7.736 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 0.979 + std = 0.357 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.996 + std = 0.817 + 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 = [1248, 1, 5, 5] + dtype = "torch.float32" + device = "cpu" + mean = 0.015 + std = 0.053 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.075 + std = 0.100 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 0.021 + std = 0.051 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 1.497 + std = 0.427 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.816 + std = 0.664 + 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 = [52, 1248, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.001 + std = 0.054 + 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 = [52] + dtype = "torch.float32" + device = "cpu" + mean = 0.431 + std = 0.413 + 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 = [1248, 52, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.019 + std = 0.064 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.459 + std = 0.469 + 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 = [208, 1248, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.049 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 0.009 + std = 0.094 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 0.091 + std = 0.047 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 1.445 + std = 0.436 + 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 = [208] + dtype = "torch.float32" + device = "cpu" + mean = 0.014 + std = 0.240 + 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 = [1248, 208, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.083 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -1.128 + std = 2.030 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 69.845 + std = 24.164 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 0.382 + std = 0.477 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.476 + std = 0.661 + 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 = [1248, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.024 + std = 0.085 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.095 + std = 0.184 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 0.010 + std = 0.037 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 1.714 + std = 0.595 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = -0.923 + std = 1.132 + 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 = [52, 1248, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.091 + 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 = [52] + dtype = "torch.float32" + device = "cpu" + mean = -0.716 + std = 0.761 + 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 = [1248, 52, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.025 + std = 0.098 + 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 = [1248] + dtype = "torch.float32" + device = "cpu" + mean = 0.367 + std = 0.759 + 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 = [352, 1248, 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_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 = [352] + dtype = "torch.float32" + device = "cpu" + mean = -0.008 + std = 0.360 + 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 = [352] + dtype = "torch.float32" + device = "cpu" + mean = 1.413 + std = 0.454 + 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 = [352] + dtype = "torch.float32" + device = "cpu" + mean = 2.721 + std = 0.154 + 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 = [352] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.001 + 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 = [2112, 352, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.045 + 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 = [2112] + dtype = "torch.float32" + device = "cpu" + mean = -0.002 + std = 0.002 + 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 = [2112] + dtype = "torch.float32" + device = "cpu" + mean = 8.203 + std = 3.053 + 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 = [2112] + dtype = "torch.float32" + device = "cpu" + mean = 0.714 + std = 0.372 + 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 = [2112] + dtype = "torch.float32" + device = "cpu" + mean = -0.555 + std = 0.690 + 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 = [2112, 1, 3, 3] + dtype = "torch.float32" + device = "cpu" + mean = 0.016 + std = 0.056 + 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 = [2112] + dtype = "torch.float32" + device = "cpu" + mean = -0.045 + std = 0.040 + 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 = [2112] + dtype = "torch.float32" + device = "cpu" + mean = 0.007 + std = 0.011 + 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 = [2112] + dtype = "torch.float32" + device = "cpu" + mean = 1.735 + std = 0.443 + 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 = [2112] + dtype = "torch.float32" + device = "cpu" + mean = -1.215 + std = 0.867 + 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 = [88, 2112, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.059 + 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 = [88] + dtype = "torch.float32" + device = "cpu" + mean = 0.006 + std = 0.845 + 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 = [2112, 88, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.025 + std = 0.059 + 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 = [2112] + dtype = "torch.float32" + device = "cpu" + mean = -0.493 + std = 0.557 + 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 = [352, 2112, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.037 + 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 = [352] + dtype = "torch.float32" + device = "cpu" + mean = 0.004 + std = 0.041 + 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 = [352] + dtype = "torch.float32" + device = "cpu" + mean = 0.035 + std = 0.021 + 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 = [352] + dtype = "torch.float32" + device = "cpu" + mean = 1.556 + std = 0.183 + 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 = [352] + dtype = "torch.float32" + device = "cpu" + mean = -0.000 + std = 0.259 + 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 = [1408, 352, 1, 1] + dtype = "torch.float32" + device = "cpu" + mean = 0.000 + std = 0.056 + 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 = [1408] + dtype = "torch.float32" + device = "cpu" + mean = -0.628 + std = 0.065 + 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 = [1408] + dtype = "torch.float32" + device = "cpu" + mean = 13.150 + std = 0.822 + 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 = [1408] + dtype = "torch.float32" + device = "cpu" + mean = 2.403 + std = 0.239 + 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 = [1408] + dtype = "torch.float32" + device = "cpu" + mean = -1.784 + std = 0.325 + 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, 1408] + dtype = "torch.float32" + device = "cpu" + mean = -0.001 + std = 0.060 + 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 = -0.368 + std = 0.076 + data = None