{ "best_metric": 0.6910678148269653, "best_model_checkpoint": "bert_base_lda_100_v1_rte/checkpoint-40", "epoch": 9.0, "eval_steps": 500, "global_step": 90, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.8062904477119446, "learning_rate": 4.9e-05, "loss": 0.7572, "step": 10 }, { "epoch": 1.0, "eval_accuracy": 0.5270758122743683, "eval_loss": 0.713447630405426, "eval_runtime": 0.1924, "eval_samples_per_second": 1439.88, "eval_steps_per_second": 10.396, "step": 10 }, { "epoch": 2.0, "grad_norm": 1.4334803819656372, "learning_rate": 4.8e-05, "loss": 0.7126, "step": 20 }, { "epoch": 2.0, "eval_accuracy": 0.5270758122743683, "eval_loss": 0.6923933625221252, "eval_runtime": 0.1913, "eval_samples_per_second": 1448.012, "eval_steps_per_second": 10.455, "step": 20 }, { "epoch": 3.0, "grad_norm": 0.9001538753509521, "learning_rate": 4.7e-05, "loss": 0.6911, "step": 30 }, { "epoch": 3.0, "eval_accuracy": 0.5379061371841155, "eval_loss": 0.6912652254104614, "eval_runtime": 0.2155, "eval_samples_per_second": 1285.155, "eval_steps_per_second": 9.279, "step": 30 }, { "epoch": 4.0, "grad_norm": 0.8192620873451233, "learning_rate": 4.600000000000001e-05, "loss": 0.6914, "step": 40 }, { "epoch": 4.0, "eval_accuracy": 0.5270758122743683, "eval_loss": 0.6910678148269653, "eval_runtime": 0.1917, "eval_samples_per_second": 1444.602, "eval_steps_per_second": 10.43, "step": 40 }, { "epoch": 5.0, "grad_norm": 2.557899236679077, "learning_rate": 4.5e-05, "loss": 0.6774, "step": 50 }, { "epoch": 5.0, "eval_accuracy": 0.5090252707581228, "eval_loss": 0.7089632153511047, "eval_runtime": 0.1914, "eval_samples_per_second": 1447.292, "eval_steps_per_second": 10.45, "step": 50 }, { "epoch": 6.0, "grad_norm": 2.7362091541290283, "learning_rate": 4.4000000000000006e-05, "loss": 0.6709, "step": 60 }, { "epoch": 6.0, "eval_accuracy": 0.48014440433212996, "eval_loss": 0.7789549231529236, "eval_runtime": 0.2059, "eval_samples_per_second": 1345.393, "eval_steps_per_second": 9.714, "step": 60 }, { "epoch": 7.0, "grad_norm": 3.2326953411102295, "learning_rate": 4.3e-05, "loss": 0.5927, "step": 70 }, { "epoch": 7.0, "eval_accuracy": 0.5234657039711191, "eval_loss": 0.823212206363678, "eval_runtime": 0.1901, "eval_samples_per_second": 1457.47, "eval_steps_per_second": 10.523, "step": 70 }, { "epoch": 8.0, "grad_norm": 2.318673610687256, "learning_rate": 4.2e-05, "loss": 0.511, "step": 80 }, { "epoch": 8.0, "eval_accuracy": 0.5415162454873647, "eval_loss": 0.9742180705070496, "eval_runtime": 0.1994, "eval_samples_per_second": 1389.271, "eval_steps_per_second": 10.031, "step": 80 }, { "epoch": 9.0, "grad_norm": 9.328105926513672, "learning_rate": 4.1e-05, "loss": 0.4169, "step": 90 }, { "epoch": 9.0, "eval_accuracy": 0.5126353790613718, "eval_loss": 1.0650445222854614, "eval_runtime": 0.192, "eval_samples_per_second": 1443.08, "eval_steps_per_second": 10.419, "step": 90 }, { "epoch": 9.0, "step": 90, "total_flos": 2948159375308800.0, "train_loss": 0.6356894334157308, "train_runtime": 61.1905, "train_samples_per_second": 2034.631, "train_steps_per_second": 8.171 } ], "logging_steps": 1, "max_steps": 500, "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": 2948159375308800.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }