{ "best_global_step": 1885, "best_metric": 2.8720178604125977, "best_model_checkpoint": "/home/p318482/syntactic-bootstrapping/model_trained/cds_o_fr_13/checkpoint-1885", "epoch": 15.0, "eval_steps": 500, "global_step": 2175, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.006896551724137931, "grad_norm": 32.2354736328125, "learning_rate": 0.0, "loss": 9.7326, "step": 1 }, { "epoch": 1.0, "grad_norm": 1.26012122631073, "learning_rate": 2.88e-05, "loss": 5.8188, "step": 145 }, { "epoch": 1.0, "eval_loss": 4.1781511306762695, "eval_runtime": 4.3842, "eval_samples_per_second": 803.562, "eval_steps_per_second": 3.193, "step": 145 }, { "epoch": 2.0, "grad_norm": 1.0639448165893555, "learning_rate": 5.7799999999999995e-05, "loss": 3.6451, "step": 290 }, { "epoch": 2.0, "eval_loss": 3.4042274951934814, "eval_runtime": 4.6134, "eval_samples_per_second": 763.65, "eval_steps_per_second": 3.035, "step": 290 }, { "epoch": 3.0, "grad_norm": 0.9253916144371033, "learning_rate": 8.680000000000001e-05, "loss": 3.2742, "step": 435 }, { "epoch": 3.0, "eval_loss": 3.1871676445007324, "eval_runtime": 4.7952, "eval_samples_per_second": 734.687, "eval_steps_per_second": 2.92, "step": 435 }, { "epoch": 4.0, "grad_norm": 0.8254706263542175, "learning_rate": 9.668067226890756e-05, "loss": 3.1065, "step": 580 }, { "epoch": 4.0, "eval_loss": 3.0691733360290527, "eval_runtime": 4.4368, "eval_samples_per_second": 794.047, "eval_steps_per_second": 3.155, "step": 580 }, { "epoch": 5.0, "grad_norm": 0.7847094535827637, "learning_rate": 9.058823529411765e-05, "loss": 3.0059, "step": 725 }, { "epoch": 5.0, "eval_loss": 3.00063157081604, "eval_runtime": 4.5738, "eval_samples_per_second": 770.265, "eval_steps_per_second": 3.061, "step": 725 }, { "epoch": 6.0, "grad_norm": 0.82077956199646, "learning_rate": 8.449579831932774e-05, "loss": 2.9407, "step": 870 }, { "epoch": 6.0, "eval_loss": 2.95955753326416, "eval_runtime": 4.664, "eval_samples_per_second": 755.368, "eval_steps_per_second": 3.002, "step": 870 }, { "epoch": 7.0, "grad_norm": 0.7905252575874329, "learning_rate": 7.840336134453782e-05, "loss": 2.8903, "step": 1015 }, { "epoch": 7.0, "eval_loss": 2.929441452026367, "eval_runtime": 4.4917, "eval_samples_per_second": 784.335, "eval_steps_per_second": 3.117, "step": 1015 }, { "epoch": 8.0, "grad_norm": 0.8253563642501831, "learning_rate": 7.23109243697479e-05, "loss": 2.8492, "step": 1160 }, { "epoch": 8.0, "eval_loss": 2.907557487487793, "eval_runtime": 4.4334, "eval_samples_per_second": 794.644, "eval_steps_per_second": 3.158, "step": 1160 }, { "epoch": 9.0, "grad_norm": 0.8737186789512634, "learning_rate": 6.621848739495798e-05, "loss": 2.8124, "step": 1305 }, { "epoch": 9.0, "eval_loss": 2.894392728805542, "eval_runtime": 4.3693, "eval_samples_per_second": 806.31, "eval_steps_per_second": 3.204, "step": 1305 }, { "epoch": 10.0, "grad_norm": 0.9210653901100159, "learning_rate": 6.012605042016807e-05, "loss": 2.7787, "step": 1450 }, { "epoch": 10.0, "eval_loss": 2.8836522102355957, "eval_runtime": 4.3707, "eval_samples_per_second": 806.047, "eval_steps_per_second": 3.203, "step": 1450 }, { "epoch": 11.0, "grad_norm": 0.9565634727478027, "learning_rate": 5.403361344537815e-05, "loss": 2.7466, "step": 1595 }, { "epoch": 11.0, "eval_loss": 2.8761401176452637, "eval_runtime": 4.46, "eval_samples_per_second": 789.914, "eval_steps_per_second": 3.139, "step": 1595 }, { "epoch": 12.0, "grad_norm": 1.0066618919372559, "learning_rate": 4.794117647058824e-05, "loss": 2.7144, "step": 1740 }, { "epoch": 12.0, "eval_loss": 2.8736512660980225, "eval_runtime": 4.4277, "eval_samples_per_second": 795.673, "eval_steps_per_second": 3.162, "step": 1740 }, { "epoch": 13.0, "grad_norm": 1.0534671545028687, "learning_rate": 4.184873949579832e-05, "loss": 2.6832, "step": 1885 }, { "epoch": 13.0, "eval_loss": 2.8720178604125977, "eval_runtime": 4.4634, "eval_samples_per_second": 789.313, "eval_steps_per_second": 3.137, "step": 1885 }, { "epoch": 14.0, "grad_norm": 1.1330785751342773, "learning_rate": 3.575630252100841e-05, "loss": 2.6516, "step": 2030 }, { "epoch": 14.0, "eval_loss": 2.874244451522827, "eval_runtime": 4.764, "eval_samples_per_second": 739.504, "eval_steps_per_second": 2.939, "step": 2030 }, { "epoch": 15.0, "grad_norm": 1.2078301906585693, "learning_rate": 2.966386554621849e-05, "loss": 2.6203, "step": 2175 }, { "epoch": 15.0, "eval_loss": 2.878889799118042, "eval_runtime": 4.8687, "eval_samples_per_second": 723.606, "eval_steps_per_second": 2.876, "step": 2175 } ], "logging_steps": 500, "max_steps": 2900, "num_input_tokens_seen": 0, "num_train_epochs": 20, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 3.623859191808e+16, "train_batch_size": 256, "trial_name": null, "trial_params": null }