|
{ |
|
"best_metric": 0.5201743841171265, |
|
"best_model_checkpoint": "deberta-classifier-feedback-1024-pseudo-final/checkpoint-170", |
|
"epoch": 1.9915254237288136, |
|
"global_step": 470, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.04, |
|
"learning_rate": 1.9576271186440678e-05, |
|
"loss": 0.5814, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.04, |
|
"eval_loss": 0.5888153910636902, |
|
"eval_runtime": 18.2433, |
|
"eval_samples_per_second": 23.022, |
|
"eval_steps_per_second": 2.905, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.08, |
|
"learning_rate": 1.9152542372881357e-05, |
|
"loss": 0.5521, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.08, |
|
"eval_loss": 0.5736112594604492, |
|
"eval_runtime": 18.7271, |
|
"eval_samples_per_second": 22.427, |
|
"eval_steps_per_second": 2.83, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.13, |
|
"learning_rate": 1.8728813559322033e-05, |
|
"loss": 0.5685, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.13, |
|
"eval_loss": 0.5809019804000854, |
|
"eval_runtime": 17.2407, |
|
"eval_samples_per_second": 24.361, |
|
"eval_steps_per_second": 3.074, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.17, |
|
"learning_rate": 1.8305084745762713e-05, |
|
"loss": 0.6052, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.17, |
|
"eval_loss": 0.5701586008071899, |
|
"eval_runtime": 18.6909, |
|
"eval_samples_per_second": 22.471, |
|
"eval_steps_per_second": 2.836, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.21, |
|
"learning_rate": 1.788135593220339e-05, |
|
"loss": 0.5532, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.21, |
|
"eval_loss": 0.5571172833442688, |
|
"eval_runtime": 18.369, |
|
"eval_samples_per_second": 22.865, |
|
"eval_steps_per_second": 2.885, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.25, |
|
"learning_rate": 1.745762711864407e-05, |
|
"loss": 0.6177, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.25, |
|
"eval_loss": 0.5848062634468079, |
|
"eval_runtime": 18.5061, |
|
"eval_samples_per_second": 22.695, |
|
"eval_steps_per_second": 2.864, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"learning_rate": 1.7033898305084745e-05, |
|
"loss": 0.6196, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"eval_loss": 0.5464363098144531, |
|
"eval_runtime": 18.5102, |
|
"eval_samples_per_second": 22.69, |
|
"eval_steps_per_second": 2.863, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.34, |
|
"learning_rate": 1.6610169491525424e-05, |
|
"loss": 0.5772, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.34, |
|
"eval_loss": 0.5307226777076721, |
|
"eval_runtime": 18.3662, |
|
"eval_samples_per_second": 22.868, |
|
"eval_steps_per_second": 2.886, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.38, |
|
"learning_rate": 1.6186440677966104e-05, |
|
"loss": 0.5805, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.38, |
|
"eval_loss": 0.554991602897644, |
|
"eval_runtime": 17.9687, |
|
"eval_samples_per_second": 23.374, |
|
"eval_steps_per_second": 2.95, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.42, |
|
"learning_rate": 1.576271186440678e-05, |
|
"loss": 0.6453, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.42, |
|
"eval_loss": 0.5466664433479309, |
|
"eval_runtime": 18.0919, |
|
"eval_samples_per_second": 23.215, |
|
"eval_steps_per_second": 2.929, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.47, |
|
"learning_rate": 1.533898305084746e-05, |
|
"loss": 0.5756, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.47, |
|
"eval_loss": 0.5586597919464111, |
|
"eval_runtime": 18.6353, |
|
"eval_samples_per_second": 22.538, |
|
"eval_steps_per_second": 2.844, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.51, |
|
"learning_rate": 1.4915254237288137e-05, |
|
"loss": 0.5901, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.51, |
|
"eval_loss": 0.5481747388839722, |
|
"eval_runtime": 18.326, |
|
"eval_samples_per_second": 22.918, |
|
"eval_steps_per_second": 2.892, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.55, |
|
"learning_rate": 1.4491525423728813e-05, |
|
"loss": 0.568, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 0.55, |
|
"eval_loss": 0.5262647867202759, |
|
"eval_runtime": 18.2108, |
|
"eval_samples_per_second": 23.063, |
|
"eval_steps_per_second": 2.91, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 0.59, |
|
"learning_rate": 1.4067796610169493e-05, |
|
"loss": 0.5452, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 0.59, |
|
"eval_loss": 0.5698090195655823, |
|
"eval_runtime": 18.2551, |
|
"eval_samples_per_second": 23.007, |
|
"eval_steps_per_second": 2.903, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 0.64, |
|
"learning_rate": 1.364406779661017e-05, |
|
"loss": 0.5949, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.64, |
|
"eval_loss": 0.5483840107917786, |
|
"eval_runtime": 18.0824, |
|
"eval_samples_per_second": 23.227, |
|
"eval_steps_per_second": 2.931, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"learning_rate": 1.3220338983050848e-05, |
|
"loss": 0.5537, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"eval_loss": 0.578332781791687, |
|
"eval_runtime": 18.2057, |
|
"eval_samples_per_second": 23.07, |
|
"eval_steps_per_second": 2.911, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 0.72, |
|
"learning_rate": 1.2796610169491526e-05, |
|
"loss": 0.5327, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 0.72, |
|
"eval_loss": 0.5201743841171265, |
|
"eval_runtime": 18.1319, |
|
"eval_samples_per_second": 23.164, |
|
"eval_steps_per_second": 2.923, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 0.76, |
|
"learning_rate": 1.2372881355932205e-05, |
|
"loss": 0.5449, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 0.76, |
|
"eval_loss": 0.5272189378738403, |
|
"eval_runtime": 18.125, |
|
"eval_samples_per_second": 23.172, |
|
"eval_steps_per_second": 2.924, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 0.81, |
|
"learning_rate": 1.1949152542372882e-05, |
|
"loss": 0.5345, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 0.81, |
|
"eval_loss": 0.5621271133422852, |
|
"eval_runtime": 18.0129, |
|
"eval_samples_per_second": 23.317, |
|
"eval_steps_per_second": 2.942, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 0.85, |
|
"learning_rate": 1.1525423728813561e-05, |
|
"loss": 0.5837, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.85, |
|
"eval_loss": 0.55014967918396, |
|
"eval_runtime": 18.0302, |
|
"eval_samples_per_second": 23.294, |
|
"eval_steps_per_second": 2.94, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"learning_rate": 1.1101694915254237e-05, |
|
"loss": 0.5969, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"eval_loss": 0.5470077395439148, |
|
"eval_runtime": 17.9721, |
|
"eval_samples_per_second": 23.37, |
|
"eval_steps_per_second": 2.949, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 0.93, |
|
"learning_rate": 1.0677966101694917e-05, |
|
"loss": 0.5905, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 0.93, |
|
"eval_loss": 0.5924287438392639, |
|
"eval_runtime": 18.0444, |
|
"eval_samples_per_second": 23.276, |
|
"eval_steps_per_second": 2.937, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"learning_rate": 1.0254237288135593e-05, |
|
"loss": 0.5481, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"eval_loss": 0.5415045022964478, |
|
"eval_runtime": 17.9371, |
|
"eval_samples_per_second": 23.415, |
|
"eval_steps_per_second": 2.955, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"learning_rate": 9.830508474576272e-06, |
|
"loss": 0.5035, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"eval_loss": 0.5320823788642883, |
|
"eval_runtime": 17.9879, |
|
"eval_samples_per_second": 23.349, |
|
"eval_steps_per_second": 2.946, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 1.06, |
|
"learning_rate": 9.40677966101695e-06, |
|
"loss": 0.4508, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 1.06, |
|
"eval_loss": 0.5371343493461609, |
|
"eval_runtime": 17.4824, |
|
"eval_samples_per_second": 24.024, |
|
"eval_steps_per_second": 3.032, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"learning_rate": 8.983050847457628e-06, |
|
"loss": 0.4227, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"eval_loss": 0.5276100635528564, |
|
"eval_runtime": 18.1362, |
|
"eval_samples_per_second": 23.158, |
|
"eval_steps_per_second": 2.922, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 1.14, |
|
"learning_rate": 8.559322033898306e-06, |
|
"loss": 0.4423, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 1.14, |
|
"eval_loss": 0.532426118850708, |
|
"eval_runtime": 17.9907, |
|
"eval_samples_per_second": 23.345, |
|
"eval_steps_per_second": 2.946, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 1.19, |
|
"learning_rate": 8.135593220338983e-06, |
|
"loss": 0.432, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 1.19, |
|
"eval_loss": 0.5377896428108215, |
|
"eval_runtime": 17.4953, |
|
"eval_samples_per_second": 24.006, |
|
"eval_steps_per_second": 3.029, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 1.23, |
|
"learning_rate": 7.711864406779663e-06, |
|
"loss": 0.4317, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 1.23, |
|
"eval_loss": 0.5301514863967896, |
|
"eval_runtime": 18.2183, |
|
"eval_samples_per_second": 23.054, |
|
"eval_steps_per_second": 2.909, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 1.27, |
|
"learning_rate": 7.288135593220339e-06, |
|
"loss": 0.46, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 1.27, |
|
"eval_loss": 0.5301567316055298, |
|
"eval_runtime": 18.4315, |
|
"eval_samples_per_second": 22.787, |
|
"eval_steps_per_second": 2.876, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 1.31, |
|
"learning_rate": 6.864406779661017e-06, |
|
"loss": 0.435, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 1.31, |
|
"eval_loss": 0.5325623750686646, |
|
"eval_runtime": 17.6821, |
|
"eval_samples_per_second": 23.753, |
|
"eval_steps_per_second": 2.997, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 1.36, |
|
"learning_rate": 6.440677966101695e-06, |
|
"loss": 0.3813, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 1.36, |
|
"eval_loss": 0.5431253910064697, |
|
"eval_runtime": 18.5006, |
|
"eval_samples_per_second": 22.702, |
|
"eval_steps_per_second": 2.865, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 1.4, |
|
"learning_rate": 6.0169491525423725e-06, |
|
"loss": 0.4422, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 1.4, |
|
"eval_loss": 0.5322949290275574, |
|
"eval_runtime": 18.4759, |
|
"eval_samples_per_second": 22.732, |
|
"eval_steps_per_second": 2.869, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 1.44, |
|
"learning_rate": 5.593220338983051e-06, |
|
"loss": 0.4298, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 1.44, |
|
"eval_loss": 0.5574814677238464, |
|
"eval_runtime": 17.6896, |
|
"eval_samples_per_second": 23.743, |
|
"eval_steps_per_second": 2.996, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 1.48, |
|
"learning_rate": 5.169491525423729e-06, |
|
"loss": 0.5068, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 1.48, |
|
"eval_loss": 0.5528993606567383, |
|
"eval_runtime": 18.3232, |
|
"eval_samples_per_second": 22.922, |
|
"eval_steps_per_second": 2.893, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 1.53, |
|
"learning_rate": 4.745762711864408e-06, |
|
"loss": 0.4619, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 1.53, |
|
"eval_loss": 0.5589260458946228, |
|
"eval_runtime": 18.3038, |
|
"eval_samples_per_second": 22.946, |
|
"eval_steps_per_second": 2.896, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 1.57, |
|
"learning_rate": 4.322033898305085e-06, |
|
"loss": 0.4852, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 1.57, |
|
"eval_loss": 0.5255549550056458, |
|
"eval_runtime": 18.4908, |
|
"eval_samples_per_second": 22.714, |
|
"eval_steps_per_second": 2.866, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 1.61, |
|
"learning_rate": 3.898305084745763e-06, |
|
"loss": 0.3888, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 1.61, |
|
"eval_loss": 0.5730893611907959, |
|
"eval_runtime": 18.3761, |
|
"eval_samples_per_second": 22.856, |
|
"eval_steps_per_second": 2.884, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 1.65, |
|
"learning_rate": 3.474576271186441e-06, |
|
"loss": 0.4319, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 1.65, |
|
"eval_loss": 0.5334990620613098, |
|
"eval_runtime": 18.4738, |
|
"eval_samples_per_second": 22.735, |
|
"eval_steps_per_second": 2.869, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 1.69, |
|
"learning_rate": 3.0508474576271192e-06, |
|
"loss": 0.4422, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 1.69, |
|
"eval_loss": 0.5419171452522278, |
|
"eval_runtime": 18.5281, |
|
"eval_samples_per_second": 22.668, |
|
"eval_steps_per_second": 2.861, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 1.74, |
|
"learning_rate": 2.627118644067797e-06, |
|
"loss": 0.4522, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 1.74, |
|
"eval_loss": 0.5547201037406921, |
|
"eval_runtime": 18.4837, |
|
"eval_samples_per_second": 22.723, |
|
"eval_steps_per_second": 2.867, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 1.78, |
|
"learning_rate": 2.203389830508475e-06, |
|
"loss": 0.4276, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 1.78, |
|
"eval_loss": 0.5263144373893738, |
|
"eval_runtime": 18.6045, |
|
"eval_samples_per_second": 22.575, |
|
"eval_steps_per_second": 2.849, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 1.82, |
|
"learning_rate": 1.7796610169491526e-06, |
|
"loss": 0.3988, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 1.82, |
|
"eval_loss": 0.5480612516403198, |
|
"eval_runtime": 18.5789, |
|
"eval_samples_per_second": 22.606, |
|
"eval_steps_per_second": 2.853, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 1.86, |
|
"learning_rate": 1.3559322033898307e-06, |
|
"loss": 0.4063, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 1.86, |
|
"eval_loss": 0.5404064655303955, |
|
"eval_runtime": 18.6623, |
|
"eval_samples_per_second": 22.505, |
|
"eval_steps_per_second": 2.84, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 1.91, |
|
"learning_rate": 9.322033898305086e-07, |
|
"loss": 0.4141, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 1.91, |
|
"eval_loss": 0.5292345881462097, |
|
"eval_runtime": 18.5061, |
|
"eval_samples_per_second": 22.695, |
|
"eval_steps_per_second": 2.864, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 1.95, |
|
"learning_rate": 5.084745762711865e-07, |
|
"loss": 0.4149, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 1.95, |
|
"eval_loss": 0.5240865349769592, |
|
"eval_runtime": 18.7251, |
|
"eval_samples_per_second": 22.43, |
|
"eval_steps_per_second": 2.83, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 1.99, |
|
"learning_rate": 8.474576271186442e-08, |
|
"loss": 0.4104, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 1.99, |
|
"eval_loss": 0.5263239145278931, |
|
"eval_runtime": 18.5702, |
|
"eval_samples_per_second": 22.617, |
|
"eval_steps_per_second": 2.854, |
|
"step": 470 |
|
} |
|
], |
|
"max_steps": 472, |
|
"num_train_epochs": 2, |
|
"total_flos": 1.3918818284081568e+16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|