Team Ai
Modelpublic

recursionpharma/OpenPhenom

sourceHugging Faceupdated 7mo agoView on Hugging Face
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config.json90 linesDownload Raw Back to root
1{2  "_attn_implementation_autoset": true,3  "auto_map": {4    "AutoModel": "huggingface_mae.MAEModel",5    "AutoConfig": "huggingface_mae.MAEConfig"6  },7  "apply_loss_unmasked": false,8  "architectures": [9    "MAEModel"10  ],11  "crop_size": -1,12  "decoder": {13    "_target_": "mae_modules.CAMAEDecoder",14    "depth": 8,15    "embed_dim": 512,16    "mlp_ratio": 4,17    "norm_layer": {18      "_partial_": true,19      "_target_": "torch.nn.LayerNorm",20      "eps": 1e-0621    },22    "num_heads": 16,23    "num_modalities": 6,24    "qkv_bias": true,25    "tokens_per_modality": 25626  },27  "encoder": {28    "_target_": "mae_modules.MAEEncoder",29    "channel_agnostic": true,30    "max_in_chans": 11,31    "vit_backbone": {32      "_target_": "vit.sincos_positional_encoding_vit",33      "vit_backbone": {34        "_target_": "vit.vit_small_patch16_256",35        "global_pool": "avg"36      }37    }38  },39  "fourier_loss": {40    "_target_": "loss.FourierLoss",41    "num_multimodal_modalities": 642  },43  "fourier_loss_weight": 0.0,44  "input_norm": {45    "_args_": [46      {47        "_target_": "normalizer.Normalizer"48      },49      {50        "_target_": "torch.nn.InstanceNorm2d",51        "affine": false,52        "num_features": null,53        "track_running_stats": false54      }55    ],56    "_target_": "torch.nn.Sequential"57  },58  "layernorm_unfreeze": true,59  "loss": {60    "_target_": "torch.nn.MSELoss",61    "reduction": "none"62  },63  "lr_scheduler": {64    "_partial_": true,65    "_target_": "torch.optim.lr_scheduler.OneCycleLR",66    "anneal_strategy": "cos",67    "max_lr": 0.0001,68    "pct_start": 0.169  },70  "mask_fourier_loss": true,71  "mask_ratio": 0.0,72  "model_type": "MAE",73  "norm_pix_loss": false,74  "num_blocks_to_freeze": 0,75  "optimizer": {76    "_partial_": true,77    "_target_": "timm.optim.lion.Lion",78    "betas": [79      0.9,80      0.9581    ],82    "lr": 0.0001,83    "weight_decay": 0.0584  },85  "torch_dtype": "float32",86  "transformers_version": "4.46.1",87  "trim_encoder_blocks": null,88  "use_MAE_weight_init": false89}90