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config.json
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config.json
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{
"seed": 42,
"backend": "tpu",
"gcp":{
"gcp_credentials_path": "",
"gcp_bucket_name": "lvd_test"
},
"s3":{},
"cpu":{},
"gpu": {},
"tpu":{
"tpu_name": "greenland"
},
"diffusion_auto_encoder":{
"resolution": [512, 256],
"dist_manager":{
"mesh_shape": [8,1,1]
},
"data_loader": {
"fs_type": "local",
"data_root_directory": "../dummy_image_data",
"workers_per_node": 1,
"batch_size": 32,
"queue_depth": 10
},
"model": {
"encoder":{
"k":4,
"n_layers": 3
},
"decoder":{
"k":5,
"n_layers": 3
}
},
"train": {
"lr":0.0001,
"warmup_steps": 1000,
"ckpt_freq": 5,
"log_freq": 50,
"total_steps": 10000
},
"checkpoints": {
"fs_type": "local",
"ckpt_root_directory": "../checkpoints"
}
},
"transformer_ardm":{
"dist_manager":{
"mesh_shape": [8,1,1]
},
"data_loader": {
"fs_type": "local",
"data_root_directory": "../dummy_image_data",
"workers_per_node": 1,
"batch_size": 32,
"queue_depth": 10
},
"model": {
"n_dim": 512,
"res_dim": 512,
"io_dim": 512,
"vocab": 256,
"n_layers": 512,
"mlp_dim": 512,
"qk_dim": 128,
"v_dim": 128
},
"train": {
"lr":0.0001,
"warmup_steps": 1000,
"ckpt_freq": 5,
"log_freq": 50,
"total_steps": 10000
},
"checkpoints": {
"fs_type": "local",
"ckpt_root_directory": "../checkpoints"
}
}
}