|
{ |
|
"best_metric": 0.021361960098147392, |
|
"best_model_checkpoint": "gpt3_finetuned_model/checkpoint-15024", |
|
"epoch": 2.0, |
|
"eval_steps": 500, |
|
"global_step": 30048, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.03, |
|
"learning_rate": 1.966719914802982e-05, |
|
"loss": 0.0219, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.07, |
|
"learning_rate": 1.933439829605964e-05, |
|
"loss": 0.012, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.1, |
|
"learning_rate": 1.900159744408946e-05, |
|
"loss": 0.0141, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 0.13, |
|
"learning_rate": 1.866879659211928e-05, |
|
"loss": 0.0096, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 0.17, |
|
"learning_rate": 1.8335995740149097e-05, |
|
"loss": 0.0135, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"learning_rate": 1.8003194888178915e-05, |
|
"loss": 0.021, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 1.7670394036208734e-05, |
|
"loss": 0.0125, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 0.27, |
|
"learning_rate": 1.7337593184238552e-05, |
|
"loss": 0.0084, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"learning_rate": 1.700479233226837e-05, |
|
"loss": 0.0128, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 0.33, |
|
"learning_rate": 1.6671991480298192e-05, |
|
"loss": 0.0142, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 0.37, |
|
"learning_rate": 1.633919062832801e-05, |
|
"loss": 0.0143, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"learning_rate": 1.600638977635783e-05, |
|
"loss": 0.0087, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 0.43, |
|
"learning_rate": 1.5673588924387647e-05, |
|
"loss": 0.0085, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 0.47, |
|
"learning_rate": 1.5340788072417466e-05, |
|
"loss": 0.0122, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 0.5, |
|
"learning_rate": 1.5007987220447286e-05, |
|
"loss": 0.0126, |
|
"step": 7500 |
|
}, |
|
{ |
|
"epoch": 0.53, |
|
"learning_rate": 1.4675186368477104e-05, |
|
"loss": 0.014, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 0.57, |
|
"learning_rate": 1.4342385516506923e-05, |
|
"loss": 0.0086, |
|
"step": 8500 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"learning_rate": 1.4009584664536741e-05, |
|
"loss": 0.0094, |
|
"step": 9000 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"learning_rate": 1.3676783812566561e-05, |
|
"loss": 0.0136, |
|
"step": 9500 |
|
}, |
|
{ |
|
"epoch": 0.67, |
|
"learning_rate": 1.334398296059638e-05, |
|
"loss": 0.0057, |
|
"step": 10000 |
|
}, |
|
{ |
|
"epoch": 0.7, |
|
"learning_rate": 1.30111821086262e-05, |
|
"loss": 0.0126, |
|
"step": 10500 |
|
}, |
|
{ |
|
"epoch": 0.73, |
|
"learning_rate": 1.2678381256656018e-05, |
|
"loss": 0.013, |
|
"step": 11000 |
|
}, |
|
{ |
|
"epoch": 0.77, |
|
"learning_rate": 1.2345580404685838e-05, |
|
"loss": 0.0096, |
|
"step": 11500 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"learning_rate": 1.2012779552715656e-05, |
|
"loss": 0.0068, |
|
"step": 12000 |
|
}, |
|
{ |
|
"epoch": 0.83, |
|
"learning_rate": 1.1679978700745476e-05, |
|
"loss": 0.0057, |
|
"step": 12500 |
|
}, |
|
{ |
|
"epoch": 0.87, |
|
"learning_rate": 1.1347177848775295e-05, |
|
"loss": 0.0062, |
|
"step": 13000 |
|
}, |
|
{ |
|
"epoch": 0.9, |
|
"learning_rate": 1.1014376996805112e-05, |
|
"loss": 0.0138, |
|
"step": 13500 |
|
}, |
|
{ |
|
"epoch": 0.93, |
|
"learning_rate": 1.0681576144834932e-05, |
|
"loss": 0.007, |
|
"step": 14000 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"learning_rate": 1.034877529286475e-05, |
|
"loss": 0.0054, |
|
"step": 14500 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 1.0015974440894568e-05, |
|
"loss": 0.0061, |
|
"step": 15000 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9955404685835996, |
|
"eval_loss": 0.021361960098147392, |
|
"eval_runtime": 198.8868, |
|
"eval_samples_per_second": 302.162, |
|
"eval_steps_per_second": 18.885, |
|
"step": 15024 |
|
}, |
|
{ |
|
"epoch": 1.03, |
|
"learning_rate": 9.683173588924388e-06, |
|
"loss": 0.0015, |
|
"step": 15500 |
|
}, |
|
{ |
|
"epoch": 1.06, |
|
"learning_rate": 9.350372736954207e-06, |
|
"loss": 0.0026, |
|
"step": 16000 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"learning_rate": 9.017571884984027e-06, |
|
"loss": 0.002, |
|
"step": 16500 |
|
}, |
|
{ |
|
"epoch": 1.13, |
|
"learning_rate": 8.684771033013845e-06, |
|
"loss": 0.0046, |
|
"step": 17000 |
|
}, |
|
{ |
|
"epoch": 1.16, |
|
"learning_rate": 8.351970181043664e-06, |
|
"loss": 0.0023, |
|
"step": 17500 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"learning_rate": 8.019169329073482e-06, |
|
"loss": 0.0045, |
|
"step": 18000 |
|
}, |
|
{ |
|
"epoch": 1.23, |
|
"learning_rate": 7.686368477103302e-06, |
|
"loss": 0.0023, |
|
"step": 18500 |
|
}, |
|
{ |
|
"epoch": 1.26, |
|
"learning_rate": 7.353567625133121e-06, |
|
"loss": 0.0041, |
|
"step": 19000 |
|
}, |
|
{ |
|
"epoch": 1.3, |
|
"learning_rate": 7.020766773162941e-06, |
|
"loss": 0.0016, |
|
"step": 19500 |
|
}, |
|
{ |
|
"epoch": 1.33, |
|
"learning_rate": 6.687965921192758e-06, |
|
"loss": 0.0016, |
|
"step": 20000 |
|
}, |
|
{ |
|
"epoch": 1.36, |
|
"learning_rate": 6.355165069222577e-06, |
|
"loss": 0.0033, |
|
"step": 20500 |
|
}, |
|
{ |
|
"epoch": 1.4, |
|
"learning_rate": 6.022364217252397e-06, |
|
"loss": 0.0051, |
|
"step": 21000 |
|
}, |
|
{ |
|
"epoch": 1.43, |
|
"learning_rate": 5.689563365282216e-06, |
|
"loss": 0.0002, |
|
"step": 21500 |
|
}, |
|
{ |
|
"epoch": 1.46, |
|
"learning_rate": 5.356762513312035e-06, |
|
"loss": 0.0025, |
|
"step": 22000 |
|
}, |
|
{ |
|
"epoch": 1.5, |
|
"learning_rate": 5.023961661341853e-06, |
|
"loss": 0.0039, |
|
"step": 22500 |
|
}, |
|
{ |
|
"epoch": 1.53, |
|
"learning_rate": 4.691160809371673e-06, |
|
"loss": 0.0029, |
|
"step": 23000 |
|
}, |
|
{ |
|
"epoch": 1.56, |
|
"learning_rate": 4.358359957401491e-06, |
|
"loss": 0.0041, |
|
"step": 23500 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"learning_rate": 4.02555910543131e-06, |
|
"loss": 0.0017, |
|
"step": 24000 |
|
}, |
|
{ |
|
"epoch": 1.63, |
|
"learning_rate": 3.692758253461129e-06, |
|
"loss": 0.0, |
|
"step": 24500 |
|
}, |
|
{ |
|
"epoch": 1.66, |
|
"learning_rate": 3.359957401490948e-06, |
|
"loss": 0.0021, |
|
"step": 25000 |
|
}, |
|
{ |
|
"epoch": 1.7, |
|
"learning_rate": 3.027156549520767e-06, |
|
"loss": 0.0016, |
|
"step": 25500 |
|
}, |
|
{ |
|
"epoch": 1.73, |
|
"learning_rate": 2.694355697550586e-06, |
|
"loss": 0.0, |
|
"step": 26000 |
|
}, |
|
{ |
|
"epoch": 1.76, |
|
"learning_rate": 2.3615548455804047e-06, |
|
"loss": 0.0001, |
|
"step": 26500 |
|
}, |
|
{ |
|
"epoch": 1.8, |
|
"learning_rate": 2.028753993610224e-06, |
|
"loss": 0.0001, |
|
"step": 27000 |
|
}, |
|
{ |
|
"epoch": 1.83, |
|
"learning_rate": 1.6959531416400426e-06, |
|
"loss": 0.0012, |
|
"step": 27500 |
|
}, |
|
{ |
|
"epoch": 1.86, |
|
"learning_rate": 1.3631522896698618e-06, |
|
"loss": 0.001, |
|
"step": 28000 |
|
}, |
|
{ |
|
"epoch": 1.9, |
|
"learning_rate": 1.0303514376996806e-06, |
|
"loss": 0.0008, |
|
"step": 28500 |
|
}, |
|
{ |
|
"epoch": 1.93, |
|
"learning_rate": 6.975505857294995e-07, |
|
"loss": 0.004, |
|
"step": 29000 |
|
}, |
|
{ |
|
"epoch": 1.96, |
|
"learning_rate": 3.6474973375931847e-07, |
|
"loss": 0.0009, |
|
"step": 29500 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 3.194888178913738e-08, |
|
"loss": 0.001, |
|
"step": 30000 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9962227103301384, |
|
"eval_loss": 0.02437487617135048, |
|
"eval_runtime": 197.6909, |
|
"eval_samples_per_second": 303.99, |
|
"eval_steps_per_second": 18.999, |
|
"step": 30048 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 30048, |
|
"num_train_epochs": 2, |
|
"save_steps": 500, |
|
"total_flos": 4.576643477567117e+16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|