|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"best_supernet_model_checkpoint": null, |
|
"epoch": 3.0, |
|
"global_step": 16599, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 0.09, |
|
"learning_rate": 2.993368837199307e-05, |
|
"loss": 3.708, |
|
"step": 500 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 0.18, |
|
"learning_rate": 2.973374457836494e-05, |
|
"loss": 1.3139, |
|
"step": 1000 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 0.27, |
|
"learning_rate": 2.940195540458019e-05, |
|
"loss": 1.0383, |
|
"step": 1500 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 0.36, |
|
"learning_rate": 2.894128987657224e-05, |
|
"loss": 0.8724, |
|
"step": 2000 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 0.45, |
|
"learning_rate": 2.8357162317742997e-05, |
|
"loss": 0.787, |
|
"step": 2500 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 0.54, |
|
"learning_rate": 2.765246037034805e-05, |
|
"loss": 0.7197, |
|
"step": 3000 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 0.63, |
|
"learning_rate": 2.6834537480471538e-05, |
|
"loss": 0.6765, |
|
"step": 3500 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 0.72, |
|
"learning_rate": 2.5910712857007108e-05, |
|
"loss": 0.6851, |
|
"step": 4000 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 0.81, |
|
"learning_rate": 2.4889253373866598e-05, |
|
"loss": 0.6264, |
|
"step": 4500 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 0.9, |
|
"learning_rate": 2.3781601339877912e-05, |
|
"loss": 0.5946, |
|
"step": 5000 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 0.99, |
|
"learning_rate": 2.259323244741251e-05, |
|
"loss": 0.5737, |
|
"step": 5500 |
|
}, |
|
{ |
|
"Minimum SubNet": "OrderedDict([(<ElasticityDim.WIDTH: 'width'>, {0: 576, 1: 448, 2: 448, 3: 448, 4: 512, 5: 384, 6: 448, 7: 448, 8: 512, 9: 384, 10: 192, 11: 320, 12: 1169, 13: 1170, 14: 1284, 15: 1218, 16: 1205, 17: 1130, 18: 1030, 19: 976, 20: 794, 21: 401, 22: 404, 23: 422})])", |
|
"epoch": 1.0, |
|
"eval_exact_match": 79.17691579943235, |
|
"eval_f1": 86.96854919071785, |
|
"eval_runtime": 29.6736, |
|
"eval_samples_per_second": 363.421, |
|
"eval_steps_per_second": 2.865, |
|
"step": 5533 |
|
}, |
|
{ |
|
"SuperNet": "OrderedDict([(<ElasticityDim.WIDTH: 'width'>, {0: 768, 1: 768, 2: 768, 3: 768, 4: 768, 5: 768, 6: 768, 7: 768, 8: 768, 9: 768, 10: 768, 11: 768, 12: 3072, 13: 3072, 14: 3072, 15: 3072, 16: 3072, 17: 3072, 18: 3072, 19: 3072, 20: 3072, 21: 3072, 22: 3072, 23: 3072})])", |
|
"epoch": 1.0, |
|
"eval_exact_match": 81.60832544938505, |
|
"eval_f1": 88.68083548824183, |
|
"eval_runtime": 44.3132, |
|
"eval_samples_per_second": 243.358, |
|
"eval_steps_per_second": 1.918, |
|
"step": 5533 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 1.08, |
|
"learning_rate": 2.1339488339585353e-05, |
|
"loss": 0.4132, |
|
"step": 6000 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 1.17, |
|
"learning_rate": 2.0026566916852832e-05, |
|
"loss": 0.3938, |
|
"step": 6500 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 1.27, |
|
"learning_rate": 1.8668665100812266e-05, |
|
"loss": 0.3756, |
|
"step": 7000 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 1.36, |
|
"learning_rate": 1.727793411888579e-05, |
|
"loss": 0.3776, |
|
"step": 7500 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 1.45, |
|
"learning_rate": 1.586681897132654e-05, |
|
"loss": 0.3699, |
|
"step": 8000 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 1.54, |
|
"learning_rate": 1.4447947066739665e-05, |
|
"loss": 0.3632, |
|
"step": 8500 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 1.63, |
|
"learning_rate": 1.303401522531631e-05, |
|
"loss": 0.3636, |
|
"step": 9000 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 1.72, |
|
"learning_rate": 1.1640442839182642e-05, |
|
"loss": 0.3505, |
|
"step": 9500 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 1.81, |
|
"learning_rate": 1.0274119051724544e-05, |
|
"loss": 0.3461, |
|
"step": 10000 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 1.9, |
|
"learning_rate": 8.950084959658292e-06, |
|
"loss": 0.355, |
|
"step": 10500 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 1.99, |
|
"learning_rate": 7.680188724005017e-06, |
|
"loss": 0.343, |
|
"step": 11000 |
|
}, |
|
{ |
|
"Minimum SubNet": "OrderedDict([(<ElasticityDim.WIDTH: 'width'>, {0: 576, 1: 448, 2: 448, 3: 448, 4: 512, 5: 384, 6: 448, 7: 448, 8: 512, 9: 384, 10: 192, 11: 320, 12: 1169, 13: 1170, 14: 1284, 15: 1218, 16: 1205, 17: 1130, 18: 1030, 19: 976, 20: 794, 21: 401, 22: 404, 23: 422})])", |
|
"epoch": 2.0, |
|
"eval_exact_match": 79.94323557237465, |
|
"eval_f1": 87.58166030437053, |
|
"eval_runtime": 29.4984, |
|
"eval_samples_per_second": 365.579, |
|
"eval_steps_per_second": 2.882, |
|
"step": 11066 |
|
}, |
|
{ |
|
"SuperNet": "OrderedDict([(<ElasticityDim.WIDTH: 'width'>, {0: 768, 1: 768, 2: 768, 3: 768, 4: 768, 5: 768, 6: 768, 7: 768, 8: 768, 9: 768, 10: 768, 11: 768, 12: 3072, 13: 3072, 14: 3072, 15: 3072, 16: 3072, 17: 3072, 18: 3072, 19: 3072, 20: 3072, 21: 3072, 22: 3072, 23: 3072})])", |
|
"epoch": 2.0, |
|
"eval_exact_match": 82.07190160832545, |
|
"eval_f1": 89.27809806276005, |
|
"eval_runtime": 44.3723, |
|
"eval_samples_per_second": 243.034, |
|
"eval_steps_per_second": 1.916, |
|
"step": 11066 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 2.08, |
|
"learning_rate": 6.480466652465469e-06, |
|
"loss": 0.2873, |
|
"step": 11500 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 2.17, |
|
"learning_rate": 5.354199358345275e-06, |
|
"loss": 0.2772, |
|
"step": 12000 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 2.26, |
|
"learning_rate": 4.311911058558205e-06, |
|
"loss": 0.2712, |
|
"step": 12500 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 2.35, |
|
"learning_rate": 3.365265461285558e-06, |
|
"loss": 0.2707, |
|
"step": 13000 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 2.44, |
|
"learning_rate": 2.522733654646333e-06, |
|
"loss": 0.2727, |
|
"step": 13500 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 2.53, |
|
"learning_rate": 1.7918550612054763e-06, |
|
"loss": 0.2702, |
|
"step": 14000 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 2.62, |
|
"learning_rate": 1.1791699712122217e-06, |
|
"loss": 0.2712, |
|
"step": 14500 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 2.71, |
|
"learning_rate": 6.901610166055744e-07, |
|
"loss": 0.2654, |
|
"step": 15000 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 2.8, |
|
"learning_rate": 3.292041095087001e-07, |
|
"loss": 0.2701, |
|
"step": 15500 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 2.89, |
|
"learning_rate": 9.985605052251767e-08, |
|
"loss": 0.2709, |
|
"step": 16000 |
|
}, |
|
{ |
|
"compression_loss": 0.0, |
|
"epoch": 2.98, |
|
"learning_rate": 3.2506247875463413e-09, |
|
"loss": 0.2662, |
|
"step": 16500 |
|
}, |
|
{ |
|
"Minimum SubNet": "OrderedDict([(<ElasticityDim.WIDTH: 'width'>, {0: 576, 1: 448, 2: 448, 3: 448, 4: 512, 5: 384, 6: 448, 7: 448, 8: 512, 9: 384, 10: 192, 11: 320, 12: 1169, 13: 1170, 14: 1284, 15: 1218, 16: 1205, 17: 1130, 18: 1030, 19: 976, 20: 794, 21: 401, 22: 404, 23: 422})])", |
|
"epoch": 3.0, |
|
"eval_exact_match": 80.33112582781457, |
|
"eval_f1": 87.82976478725165, |
|
"eval_runtime": 28.6692, |
|
"eval_samples_per_second": 376.153, |
|
"eval_steps_per_second": 2.965, |
|
"step": 16599 |
|
}, |
|
{ |
|
"SuperNet": "OrderedDict([(<ElasticityDim.WIDTH: 'width'>, {0: 768, 1: 768, 2: 768, 3: 768, 4: 768, 5: 768, 6: 768, 7: 768, 8: 768, 9: 768, 10: 768, 11: 768, 12: 3072, 13: 3072, 14: 3072, 15: 3072, 16: 3072, 17: 3072, 18: 3072, 19: 3072, 20: 3072, 21: 3072, 22: 3072, 23: 3072})])", |
|
"epoch": 3.0, |
|
"eval_exact_match": 82.18543046357615, |
|
"eval_f1": 89.41932504869663, |
|
"eval_runtime": 44.3404, |
|
"eval_samples_per_second": 243.21, |
|
"eval_steps_per_second": 1.917, |
|
"step": 16599 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"step": 16599, |
|
"total_flos": 5.204482670991974e+16, |
|
"train_loss": 0.563158837906804, |
|
"train_runtime": 32896.2087, |
|
"train_samples_per_second": 8.073, |
|
"train_steps_per_second": 0.505 |
|
} |
|
], |
|
"max_steps": 16599, |
|
"min_subnet_acc": null, |
|
"min_subnet_best_acc": null, |
|
"num_train_epochs": 3, |
|
"supernet_acc": null, |
|
"supernet_best_acc": null, |
|
"total_flos": 5.204482670991974e+16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|