| { | |
| "best_global_step": 4160, | |
| "best_metric": 7243.3740234375, | |
| "best_model_checkpoint": "./ckpt/patchtst/output/checkpoint-4160", | |
| "epoch": 14.0, | |
| "eval_steps": 500, | |
| "global_step": 14560, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 36713.9375, | |
| "learning_rate": 4.950048076923077e-05, | |
| "loss": 23563.9385, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_loss": 8218.5341796875, | |
| "eval_runtime": 2.4942, | |
| "eval_samples_per_second": 9941.052, | |
| "eval_steps_per_second": 155.561, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 131494.859375, | |
| "learning_rate": 4.9000480769230774e-05, | |
| "loss": 18700.6135, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_loss": 7677.5400390625, | |
| "eval_runtime": 2.4296, | |
| "eval_samples_per_second": 10205.474, | |
| "eval_steps_per_second": 159.698, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 43925.23046875, | |
| "learning_rate": 4.850048076923077e-05, | |
| "loss": 17325.0981, | |
| "step": 3120 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_loss": 7396.00390625, | |
| "eval_runtime": 2.4127, | |
| "eval_samples_per_second": 10277.033, | |
| "eval_steps_per_second": 160.818, | |
| "step": 3120 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 36726.97265625, | |
| "learning_rate": 4.800048076923077e-05, | |
| "loss": 16331.4615, | |
| "step": 4160 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_loss": 7243.3740234375, | |
| "eval_runtime": 2.3967, | |
| "eval_samples_per_second": 10345.543, | |
| "eval_steps_per_second": 161.89, | |
| "step": 4160 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 115548.1015625, | |
| "learning_rate": 4.750048076923077e-05, | |
| "loss": 15543.5202, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_loss": 7482.26904296875, | |
| "eval_runtime": 2.3764, | |
| "eval_samples_per_second": 10434.001, | |
| "eval_steps_per_second": 163.275, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 51385.328125, | |
| "learning_rate": 4.700048076923077e-05, | |
| "loss": 14856.4, | |
| "step": 6240 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_loss": 7583.52197265625, | |
| "eval_runtime": 2.3809, | |
| "eval_samples_per_second": 10414.132, | |
| "eval_steps_per_second": 162.964, | |
| "step": 6240 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 85444.8671875, | |
| "learning_rate": 4.650048076923077e-05, | |
| "loss": 14225.3558, | |
| "step": 7280 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_loss": 7292.68701171875, | |
| "eval_runtime": 2.3974, | |
| "eval_samples_per_second": 10342.486, | |
| "eval_steps_per_second": 161.842, | |
| "step": 7280 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 78112.59375, | |
| "learning_rate": 4.600048076923077e-05, | |
| "loss": 13678.8481, | |
| "step": 8320 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_loss": 7468.626953125, | |
| "eval_runtime": 2.3943, | |
| "eval_samples_per_second": 10356.058, | |
| "eval_steps_per_second": 162.055, | |
| "step": 8320 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "grad_norm": 108783.96875, | |
| "learning_rate": 4.550048076923077e-05, | |
| "loss": 13254.4654, | |
| "step": 9360 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_loss": 7322.07470703125, | |
| "eval_runtime": 2.3977, | |
| "eval_samples_per_second": 10341.312, | |
| "eval_steps_per_second": 161.824, | |
| "step": 9360 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "grad_norm": 61333.0703125, | |
| "learning_rate": 4.500048076923077e-05, | |
| "loss": 12800.8865, | |
| "step": 10400 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_loss": 7249.888671875, | |
| "eval_runtime": 2.3836, | |
| "eval_samples_per_second": 10402.213, | |
| "eval_steps_per_second": 162.777, | |
| "step": 10400 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "grad_norm": 61099.4765625, | |
| "learning_rate": 4.450048076923077e-05, | |
| "loss": 12409.2356, | |
| "step": 11440 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_loss": 7354.6484375, | |
| "eval_runtime": 2.3858, | |
| "eval_samples_per_second": 10392.955, | |
| "eval_steps_per_second": 162.632, | |
| "step": 11440 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "grad_norm": 72660.046875, | |
| "learning_rate": 4.4000480769230774e-05, | |
| "loss": 12052.9288, | |
| "step": 12480 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_loss": 7292.50048828125, | |
| "eval_runtime": 2.4038, | |
| "eval_samples_per_second": 10315.093, | |
| "eval_steps_per_second": 161.414, | |
| "step": 12480 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "grad_norm": 125435.6328125, | |
| "learning_rate": 4.3500480769230775e-05, | |
| "loss": 11751.2288, | |
| "step": 13520 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_loss": 7339.314453125, | |
| "eval_runtime": 2.3646, | |
| "eval_samples_per_second": 10485.995, | |
| "eval_steps_per_second": 164.088, | |
| "step": 13520 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "grad_norm": 74969.0078125, | |
| "learning_rate": 4.300048076923077e-05, | |
| "loss": 11451.826, | |
| "step": 14560 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_loss": 7366.1162109375, | |
| "eval_runtime": 2.4081, | |
| "eval_samples_per_second": 10296.633, | |
| "eval_steps_per_second": 161.125, | |
| "step": 14560 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 104000, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 100, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 10, | |
| "early_stopping_threshold": 0.0001 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 10 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 2281399457218560.0, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |