| { | |
| "best_global_step": 69, | |
| "best_metric": 2.2146897315979004, | |
| "best_model_checkpoint": "distilbert_km_20_v2_stsb/checkpoint-69", | |
| "epoch": 8.0, | |
| "eval_steps": 500, | |
| "global_step": 184, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 7.309730052947998, | |
| "learning_rate": 4.9e-05, | |
| "loss": 3.0221, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_combined_score": 0.11851146074576263, | |
| "eval_loss": 2.382185459136963, | |
| "eval_pearson": 0.1213584115373974, | |
| "eval_runtime": 0.6454, | |
| "eval_samples_per_second": 2324.299, | |
| "eval_spearmanr": 0.11566450995412787, | |
| "eval_steps_per_second": 9.297, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 9.577908515930176, | |
| "learning_rate": 4.8e-05, | |
| "loss": 1.9542, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_combined_score": 0.16662698961381206, | |
| "eval_loss": 2.466871976852417, | |
| "eval_pearson": 0.17639717427505217, | |
| "eval_runtime": 0.6955, | |
| "eval_samples_per_second": 2156.59, | |
| "eval_spearmanr": 0.15685680495257198, | |
| "eval_steps_per_second": 8.626, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 5.299047470092773, | |
| "learning_rate": 4.7e-05, | |
| "loss": 1.6966, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_combined_score": 0.2672288404727735, | |
| "eval_loss": 2.2146897315979004, | |
| "eval_pearson": 0.2748382674330702, | |
| "eval_runtime": 0.7149, | |
| "eval_samples_per_second": 2098.166, | |
| "eval_spearmanr": 0.25961941351247675, | |
| "eval_steps_per_second": 8.393, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 7.806900978088379, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 1.4275, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_combined_score": 0.2591766229236492, | |
| "eval_loss": 2.387739658355713, | |
| "eval_pearson": 0.2651861237142098, | |
| "eval_runtime": 0.6162, | |
| "eval_samples_per_second": 2434.375, | |
| "eval_spearmanr": 0.2531671221330886, | |
| "eval_steps_per_second": 9.738, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 13.103901863098145, | |
| "learning_rate": 4.5e-05, | |
| "loss": 1.0925, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_combined_score": 0.3001932315838545, | |
| "eval_loss": 2.5098586082458496, | |
| "eval_pearson": 0.30425697861957673, | |
| "eval_runtime": 0.6338, | |
| "eval_samples_per_second": 2366.576, | |
| "eval_spearmanr": 0.2961294845481323, | |
| "eval_steps_per_second": 9.466, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 13.206256866455078, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.8164, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_combined_score": 0.32158630845141123, | |
| "eval_loss": 2.48075008392334, | |
| "eval_pearson": 0.3245658724722176, | |
| "eval_runtime": 0.676, | |
| "eval_samples_per_second": 2218.819, | |
| "eval_spearmanr": 0.3186067444306048, | |
| "eval_steps_per_second": 8.875, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 8.210938453674316, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.6226, | |
| "step": 161 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_combined_score": 0.33364485043499603, | |
| "eval_loss": 2.448601245880127, | |
| "eval_pearson": 0.33487429814507286, | |
| "eval_runtime": 0.6134, | |
| "eval_samples_per_second": 2445.399, | |
| "eval_spearmanr": 0.33241540272491915, | |
| "eval_steps_per_second": 9.782, | |
| "step": 161 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 18.73587989807129, | |
| "learning_rate": 4.2e-05, | |
| "loss": 0.5022, | |
| "step": 184 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_combined_score": 0.30731098603290685, | |
| "eval_loss": 2.527529239654541, | |
| "eval_pearson": 0.31154148966746664, | |
| "eval_runtime": 0.6317, | |
| "eval_samples_per_second": 2374.364, | |
| "eval_spearmanr": 0.30308048239834706, | |
| "eval_steps_per_second": 9.497, | |
| "step": 184 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "step": 184, | |
| "total_flos": 3046165974478848.0, | |
| "train_loss": 1.3917618316152822, | |
| "train_runtime": 59.1028, | |
| "train_samples_per_second": 4863.558, | |
| "train_steps_per_second": 19.458 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 1150, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 5, | |
| "early_stopping_threshold": 0.0 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 5 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 3046165974478848.0, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |