| { | |
| "best_metric": 4.72317361831665, | |
| "best_model_checkpoint": "models/GPT2_no_function_53/checkpoint-47020", | |
| "epoch": 10.0, | |
| "global_step": 47020, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 1e-05, | |
| "loss": 8.062, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 2e-05, | |
| "loss": 7.08, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "learning_rate": 3e-05, | |
| "loss": 6.6777, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 0.85, | |
| "learning_rate": 4e-05, | |
| "loss": 6.3722, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.22003600589187322, | |
| "eval_loss": 6.013131618499756, | |
| "eval_runtime": 1.4557, | |
| "eval_samples_per_second": 594.896, | |
| "eval_steps_per_second": 4.809, | |
| "step": 4702 | |
| }, | |
| { | |
| "epoch": 1.06, | |
| "learning_rate": 5e-05, | |
| "loss": 6.1266, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 6e-05, | |
| "loss": 5.9211, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 1.49, | |
| "learning_rate": 7e-05, | |
| "loss": 5.754, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "learning_rate": 8e-05, | |
| "loss": 5.6215, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 1.91, | |
| "learning_rate": 8.999000000000001e-05, | |
| "loss": 5.5124, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.2521412594788238, | |
| "eval_loss": 5.3613715171813965, | |
| "eval_runtime": 1.4497, | |
| "eval_samples_per_second": 597.35, | |
| "eval_steps_per_second": 4.828, | |
| "step": 9404 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 9.999000000000001e-05, | |
| "loss": 5.4015, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "learning_rate": 9.730145867098865e-05, | |
| "loss": 5.3206, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "learning_rate": 9.460021609940574e-05, | |
| "loss": 5.2587, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 2.76, | |
| "learning_rate": 9.190167477039439e-05, | |
| "loss": 5.206, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "learning_rate": 8.920043219881146e-05, | |
| "loss": 5.1637, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.2752905020821589, | |
| "eval_loss": 5.079057216644287, | |
| "eval_runtime": 1.4555, | |
| "eval_samples_per_second": 594.981, | |
| "eval_steps_per_second": 4.809, | |
| "step": 14106 | |
| }, | |
| { | |
| "epoch": 3.19, | |
| "learning_rate": 8.650189086980012e-05, | |
| "loss": 5.0665, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "learning_rate": 8.380064829821718e-05, | |
| "loss": 5.0403, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "learning_rate": 8.110210696920584e-05, | |
| "loss": 5.0201, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 3.83, | |
| "learning_rate": 7.84008643976229e-05, | |
| "loss": 4.9973, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.28729246603989744, | |
| "eval_loss": 4.946365833282471, | |
| "eval_runtime": 1.4489, | |
| "eval_samples_per_second": 597.697, | |
| "eval_steps_per_second": 4.831, | |
| "step": 18808 | |
| }, | |
| { | |
| "epoch": 4.04, | |
| "learning_rate": 7.570232306861156e-05, | |
| "loss": 4.9629, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 4.25, | |
| "learning_rate": 7.300108049702864e-05, | |
| "loss": 4.8895, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 4.47, | |
| "learning_rate": 7.030253916801729e-05, | |
| "loss": 4.885, | |
| "step": 21000 | |
| }, | |
| { | |
| "epoch": 4.68, | |
| "learning_rate": 6.760129659643436e-05, | |
| "loss": 4.8783, | |
| "step": 22000 | |
| }, | |
| { | |
| "epoch": 4.89, | |
| "learning_rate": 6.490275526742302e-05, | |
| "loss": 4.8674, | |
| "step": 23000 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.29440272044516375, | |
| "eval_loss": 4.86568546295166, | |
| "eval_runtime": 1.4504, | |
| "eval_samples_per_second": 597.067, | |
| "eval_steps_per_second": 4.826, | |
| "step": 23510 | |
| }, | |
| { | |
| "epoch": 5.1, | |
| "learning_rate": 6.22015126958401e-05, | |
| "loss": 4.8161, | |
| "step": 24000 | |
| }, | |
| { | |
| "epoch": 5.32, | |
| "learning_rate": 5.950297136682874e-05, | |
| "loss": 4.7765, | |
| "step": 25000 | |
| }, | |
| { | |
| "epoch": 5.53, | |
| "learning_rate": 5.680172879524581e-05, | |
| "loss": 4.7805, | |
| "step": 26000 | |
| }, | |
| { | |
| "epoch": 5.74, | |
| "learning_rate": 5.410318746623447e-05, | |
| "loss": 4.7762, | |
| "step": 27000 | |
| }, | |
| { | |
| "epoch": 5.95, | |
| "learning_rate": 5.140194489465154e-05, | |
| "loss": 4.7726, | |
| "step": 28000 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.3000854685312142, | |
| "eval_loss": 4.8131208419799805, | |
| "eval_runtime": 1.4646, | |
| "eval_samples_per_second": 591.29, | |
| "eval_steps_per_second": 4.779, | |
| "step": 28212 | |
| }, | |
| { | |
| "epoch": 6.17, | |
| "learning_rate": 4.87034035656402e-05, | |
| "loss": 4.7026, | |
| "step": 29000 | |
| }, | |
| { | |
| "epoch": 6.38, | |
| "learning_rate": 4.600216099405727e-05, | |
| "loss": 4.6946, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 6.59, | |
| "learning_rate": 4.330091842247434e-05, | |
| "loss": 4.6946, | |
| "step": 31000 | |
| }, | |
| { | |
| "epoch": 6.81, | |
| "learning_rate": 4.059967585089141e-05, | |
| "loss": 4.6943, | |
| "step": 32000 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.30274954083395467, | |
| "eval_loss": 4.774256229400635, | |
| "eval_runtime": 1.4492, | |
| "eval_samples_per_second": 597.581, | |
| "eval_steps_per_second": 4.83, | |
| "step": 32914 | |
| }, | |
| { | |
| "epoch": 7.02, | |
| "learning_rate": 3.790113452188007e-05, | |
| "loss": 4.6866, | |
| "step": 33000 | |
| }, | |
| { | |
| "epoch": 7.23, | |
| "learning_rate": 3.5199891950297136e-05, | |
| "loss": 4.6173, | |
| "step": 34000 | |
| }, | |
| { | |
| "epoch": 7.44, | |
| "learning_rate": 3.2501350621285795e-05, | |
| "loss": 4.6242, | |
| "step": 35000 | |
| }, | |
| { | |
| "epoch": 7.66, | |
| "learning_rate": 2.980010804970286e-05, | |
| "loss": 4.6284, | |
| "step": 36000 | |
| }, | |
| { | |
| "epoch": 7.87, | |
| "learning_rate": 2.7101566720691517e-05, | |
| "loss": 4.6304, | |
| "step": 37000 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.3063774072120892, | |
| "eval_loss": 4.747974872589111, | |
| "eval_runtime": 1.4471, | |
| "eval_samples_per_second": 598.423, | |
| "eval_steps_per_second": 4.837, | |
| "step": 37616 | |
| }, | |
| { | |
| "epoch": 8.08, | |
| "learning_rate": 2.4400324149108593e-05, | |
| "loss": 4.6011, | |
| "step": 38000 | |
| }, | |
| { | |
| "epoch": 8.29, | |
| "learning_rate": 2.1701782820097246e-05, | |
| "loss": 4.5648, | |
| "step": 39000 | |
| }, | |
| { | |
| "epoch": 8.51, | |
| "learning_rate": 1.900054024851432e-05, | |
| "loss": 4.567, | |
| "step": 40000 | |
| }, | |
| { | |
| "epoch": 8.72, | |
| "learning_rate": 1.6301998919502974e-05, | |
| "loss": 4.5702, | |
| "step": 41000 | |
| }, | |
| { | |
| "epoch": 8.93, | |
| "learning_rate": 1.3600756347920043e-05, | |
| "loss": 4.5722, | |
| "step": 42000 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.30892327835463984, | |
| "eval_loss": 4.730299472808838, | |
| "eval_runtime": 1.4538, | |
| "eval_samples_per_second": 595.671, | |
| "eval_steps_per_second": 4.815, | |
| "step": 42318 | |
| }, | |
| { | |
| "epoch": 9.15, | |
| "learning_rate": 1.0902215018908699e-05, | |
| "loss": 4.5342, | |
| "step": 43000 | |
| }, | |
| { | |
| "epoch": 9.36, | |
| "learning_rate": 8.20097244732577e-06, | |
| "loss": 4.522, | |
| "step": 44000 | |
| }, | |
| { | |
| "epoch": 9.57, | |
| "learning_rate": 5.502431118314425e-06, | |
| "loss": 4.5233, | |
| "step": 45000 | |
| }, | |
| { | |
| "epoch": 9.78, | |
| "learning_rate": 2.8011885467314965e-06, | |
| "loss": 4.5216, | |
| "step": 46000 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "learning_rate": 1.0264721772015128e-07, | |
| "loss": 4.5192, | |
| "step": 47000 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_accuracy": 0.31030532268916733, | |
| "eval_loss": 4.72317361831665, | |
| "eval_runtime": 1.4615, | |
| "eval_samples_per_second": 592.559, | |
| "eval_steps_per_second": 4.79, | |
| "step": 47020 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "step": 47020, | |
| "total_flos": 3.930942652416e+17, | |
| "train_loss": 5.094991286588901, | |
| "train_runtime": 20565.7404, | |
| "train_samples_per_second": 292.608, | |
| "train_steps_per_second": 2.286 | |
| } | |
| ], | |
| "max_steps": 47020, | |
| "num_train_epochs": 10, | |
| "total_flos": 3.930942652416e+17, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |