dm-cad / config_summary.json
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{
"multimodal": {
"checkpoint_file": "checkpoints/resnet18_transformer_text_v1_best.pt",
"epoch": 10,
"num_state_keys": 174,
"args": {
"train_ids": "datasets/rescue_deepcad_latent/full_v0_len60_excluding_rescue_test/train_ids.txt",
"test_ids": "datasets/rescue_deepcad_latent/full_v0_len60_excluding_rescue_test/test_ids.txt",
"train_latent_root": "datasets/rescue_deepcad_latent/latents/full_v0_len60_excluding_rescue_test_fp16/train",
"test_latent_root": "datasets/rescue_deepcad_latent/latents/overlap_deep_first_len60_trainplusval_fp16/test",
"train_text_root": "datasets/rescue_deepcad_latent/text_emb/full_v0_len60_excluding_rescue_test_bert_base_uncased/train",
"test_text_root": "datasets/rescue_deepcad_latent/text_emb/full_v0_len60_excluding_rescue_test_bert_base_uncased/test",
"init_image_checkpoint": "runs/deepcad_latent/resnet18_transformer_v1_ddp2/best.pt",
"freeze_image_epochs": 10,
"text_dropout": 0.3,
"data_root": "datasets/dataset_v0",
"lmdb_path": "cad_data.lmdb",
"output_dir": "runs/deepcad_latent/resnet18_transformer_text_v1_ddp2",
"device": "cuda",
"backbone": "resnet18",
"freeze_backbone": false,
"fusion_type": "transformer",
"transformer_layers": 2,
"transformer_heads": 8,
"transformer_dropout": 0.1,
"img_size": 224,
"n_views": 8,
"batch_size": 64,
"num_workers": 8,
"epochs": 10,
"lr": 5e-05,
"weight_decay": 0.0001,
"log_interval": 50,
"seed": 42
},
"metrics": {
"epoch": 10,
"train_mse": 0.06137126215508291,
"train_cosine": 0.6658818343481017,
"test_mse": 0.05932070141143894,
"test_cosine": 0.685916566797592
}
},
"image_only": {
"checkpoint_file": "checkpoints/resnet18_transformer_image_v1_best.pt",
"epoch": 12,
"num_state_keys": 156,
"args": {
"train_ids": "datasets/rescue_deepcad_latent/full_v0_len60_excluding_rescue_test/train_ids.txt",
"test_ids": "datasets/rescue_deepcad_latent/full_v0_len60_excluding_rescue_test/test_ids.txt",
"train_latent_root": "datasets/rescue_deepcad_latent/latents/full_v0_len60_excluding_rescue_test_fp16/train",
"test_latent_root": "datasets/rescue_deepcad_latent/latents/overlap_deep_first_len60_trainplusval_fp16/test",
"data_root": "datasets/dataset_v0",
"lmdb_path": "cad_data.lmdb",
"output_dir": "runs/deepcad_latent/resnet18_transformer_v1_ddp2",
"device": "cuda",
"backbone": "resnet18",
"freeze_backbone": false,
"fusion_type": "transformer",
"transformer_layers": 2,
"transformer_heads": 8,
"transformer_dropout": 0.1,
"img_size": 224,
"n_views": 8,
"batch_size": 64,
"num_workers": 8,
"epochs": 30,
"lr": 5e-05,
"weight_decay": 0.0001,
"resume": "runs/deepcad_latent/resnet18_transformer_v1_ddp2/best.pt",
"log_interval": 50,
"seed": 42
},
"metrics": {
"epoch": 12,
"train_mse": 0.06099382114594398,
"train_cosine": 0.6691187264323489,
"test_mse": 0.06041407727973485,
"test_cosine": 0.6800339086372965
}
}
}