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Add small model for testing
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tests/mini_model_for_testing/results/config.json
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tests/mini_model_for_testing/results/config.json
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{
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 192,
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"initializer_range": 0.02,
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"intermediate_size": 384,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 128,
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"model_type": "bert",
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"num_attention_heads": 6,
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"num_hidden_layers": 6,
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"pad_token_id": 0,
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"position_embedding_type": "relative_key",
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"transformers_version": "4.11.3",
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"type_vocab_size": 2,
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"use_cache": false,
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"vocab_size": 30522
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}
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tests/mini_model_for_testing/results/git_sha.txt
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tests/mini_model_for_testing/results/git_sha.txt
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5838a40e3dcf672d7bb6bb77eb0d54c7d00efedb
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{}
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lr-AdamW,step,train_loss_phi,train_loss_psi,train_loss_omega,train_loss_tau,train_loss_CA:C:1N,train_loss_C:1N:1CA,train_loss,epoch,val_loss_phi,val_loss_psi,val_loss_omega,val_loss_tau,val_loss_CA:C:1N,val_loss_C:1N:1CA,val_loss
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8.333333333333334e-06,1564,,,,,,,,,,,,,,,
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tests/mini_model_for_testing/results/plots/losses.pdf
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tests/mini_model_for_testing/results/plots/losses.pdf
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tests/mini_model_for_testing/results/training_args.json
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tests/mini_model_for_testing/results/training_args.json
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{
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"results_dir": "/home/wukevin/projects/protdiff_results/models/mini/results",
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"angles_definitions": "canonical-full-angles",
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"max_seq_len": 128,
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"min_seq_len": 40,
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"trim_strategy": "discard",
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"zero_center": true,
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"timesteps": 250,
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"variance_schedule": "cosine",
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"variance_scale": 1.0,
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"time_encoding": "gaussian_fourier",
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"num_hidden_layers": 6,
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"hidden_size": 192,
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"intermediate_size": 384,
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"num_heads": 6,
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"position_embedding_type": "relative_key",
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"dropout_p": 0.1,
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"decoder": "mlp",
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"gradient_clip": 1.0,
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"batch_size": 128,
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"lr": 5e-05,
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"loss": "smooth_l1",
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"l2_norm": 0.0,
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"l1_norm": 0.0,
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"circle_reg": 0.0,
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"min_epochs": 20,
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"max_epochs": 20,
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"early_stop_patience": 0,
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"lr_scheduler": "LinearWarmup",
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"use_swa": false,
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"subset": null,
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"exhaustive_validation_t": false,
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"syn_noiser": "",
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"single_angle_debug": -1,
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"single_timestep_debug": false,
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"cpu_only": false,
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"ngpu": -1,
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"write_valid_preds": false,
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"dryrun": true,
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"multithread": true
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}
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