{ "best_metric": 2.227576732635498, "best_model_checkpoint": "tiny_bert_km_50_v1_stsb/checkpoint-23", "epoch": 6.0, "eval_steps": 500, "global_step": 138, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 4.95888090133667, "learning_rate": 4.9e-05, "loss": 3.8515, "step": 23 }, { "epoch": 1.0, "eval_combined_score": 0.18734264198444261, "eval_loss": 2.227576732635498, "eval_pearson": 0.1923505309545669, "eval_runtime": 0.5509, "eval_samples_per_second": 2722.84, "eval_spearmanr": 0.18233475301431837, "eval_steps_per_second": 10.891, "step": 23 }, { "epoch": 2.0, "grad_norm": 8.362377166748047, "learning_rate": 4.8e-05, "loss": 2.1315, "step": 46 }, { "epoch": 2.0, "eval_combined_score": 0.2089354886210551, "eval_loss": 2.2513928413391113, "eval_pearson": 0.21651479454360775, "eval_runtime": 0.5991, "eval_samples_per_second": 2503.728, "eval_spearmanr": 0.20135618269850244, "eval_steps_per_second": 10.015, "step": 46 }, { "epoch": 3.0, "grad_norm": 3.1979072093963623, "learning_rate": 4.7e-05, "loss": 1.9864, "step": 69 }, { "epoch": 3.0, "eval_combined_score": 0.19251859064923532, "eval_loss": 2.2710776329040527, "eval_pearson": 0.1966087155320278, "eval_runtime": 0.6964, "eval_samples_per_second": 2154.04, "eval_spearmanr": 0.18842846576644287, "eval_steps_per_second": 8.616, "step": 69 }, { "epoch": 4.0, "grad_norm": 4.702291488647461, "learning_rate": 4.600000000000001e-05, "loss": 1.8498, "step": 92 }, { "epoch": 4.0, "eval_combined_score": 0.21904044995109873, "eval_loss": 2.3629276752471924, "eval_pearson": 0.22169527715203102, "eval_runtime": 0.5734, "eval_samples_per_second": 2616.115, "eval_spearmanr": 0.2163856227501664, "eval_steps_per_second": 10.464, "step": 92 }, { "epoch": 5.0, "grad_norm": 6.9626946449279785, "learning_rate": 4.5e-05, "loss": 1.6182, "step": 115 }, { "epoch": 5.0, "eval_combined_score": 0.24536057902618041, "eval_loss": 2.371917724609375, "eval_pearson": 0.24478048351146486, "eval_runtime": 0.6115, "eval_samples_per_second": 2453.097, "eval_spearmanr": 0.24594067454089594, "eval_steps_per_second": 9.812, "step": 115 }, { "epoch": 6.0, "grad_norm": 7.2307891845703125, "learning_rate": 4.4000000000000006e-05, "loss": 1.3745, "step": 138 }, { "epoch": 6.0, "eval_combined_score": 0.24094916196629926, "eval_loss": 2.4488790035247803, "eval_pearson": 0.2402419127861277, "eval_runtime": 0.5723, "eval_samples_per_second": 2621.166, "eval_spearmanr": 0.24165641114647082, "eval_steps_per_second": 10.485, "step": 138 }, { "epoch": 6.0, "step": 138, "total_flos": 904528923227136.0, "train_loss": 2.1353097998577617, "train_runtime": 31.7448, "train_samples_per_second": 9055.015, "train_steps_per_second": 36.226 } ], "logging_steps": 1, "max_steps": 1150, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 500, "total_flos": 904528923227136.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }