| { | |
| "best_metric": 1.3331981897354126, | |
| "best_model_checkpoint": "/content/drive/My Drive/Colab Notebooks/aai520-project/checkpoints/distilbert-finetuned-uncased/checkpoint-1600", | |
| "epoch": 4.0, | |
| "eval_steps": 100, | |
| "global_step": 2040, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.39, | |
| "learning_rate": 1.607843137254902e-05, | |
| "loss": 3.6437, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.39, | |
| "eval_loss": 2.1780340671539307, | |
| "eval_runtime": 8.4412, | |
| "eval_samples_per_second": 1417.927, | |
| "eval_steps_per_second": 11.136, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 1.215686274509804e-05, | |
| "loss": 2.1596, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "eval_loss": 1.6557185649871826, | |
| "eval_runtime": 8.3581, | |
| "eval_samples_per_second": 1432.022, | |
| "eval_steps_per_second": 11.247, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 8.23529411764706e-06, | |
| "loss": 1.8138, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "eval_loss": 1.5682721138000488, | |
| "eval_runtime": 8.4191, | |
| "eval_samples_per_second": 1421.643, | |
| "eval_steps_per_second": 11.165, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "learning_rate": 4.313725490196079e-06, | |
| "loss": 1.6987, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "eval_loss": 1.5075817108154297, | |
| "eval_runtime": 8.3595, | |
| "eval_samples_per_second": 1431.779, | |
| "eval_steps_per_second": 11.245, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 3.921568627450981e-07, | |
| "loss": 1.6586, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "eval_loss": 1.535025715827942, | |
| "eval_runtime": 8.4289, | |
| "eval_samples_per_second": 1419.991, | |
| "eval_steps_per_second": 11.152, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 8.23529411764706e-06, | |
| "loss": 1.5957, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "eval_loss": 1.4431041479110718, | |
| "eval_runtime": 8.5594, | |
| "eval_samples_per_second": 1398.342, | |
| "eval_steps_per_second": 21.964, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 6.274509803921569e-06, | |
| "loss": 1.5825, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "eval_loss": 1.495514154434204, | |
| "eval_runtime": 8.5285, | |
| "eval_samples_per_second": 1403.419, | |
| "eval_steps_per_second": 22.044, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "learning_rate": 4.313725490196079e-06, | |
| "loss": 1.5523, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "eval_loss": 1.4444433450698853, | |
| "eval_runtime": 8.5112, | |
| "eval_samples_per_second": 1406.272, | |
| "eval_steps_per_second": 22.089, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "learning_rate": 2.3529411764705885e-06, | |
| "loss": 1.5346, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "eval_loss": 1.393009066581726, | |
| "eval_runtime": 8.5265, | |
| "eval_samples_per_second": 1403.737, | |
| "eval_steps_per_second": 22.049, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 3.921568627450981e-07, | |
| "loss": 1.5098, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "eval_loss": 1.4284701347351074, | |
| "eval_runtime": 8.5994, | |
| "eval_samples_per_second": 1391.84, | |
| "eval_steps_per_second": 21.862, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 9.215686274509804e-06, | |
| "loss": 1.4632, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "eval_loss": 1.3630493879318237, | |
| "eval_runtime": 8.4807, | |
| "eval_samples_per_second": 1411.328, | |
| "eval_steps_per_second": 22.168, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "learning_rate": 8.23529411764706e-06, | |
| "loss": 1.4468, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "eval_loss": 1.370953917503357, | |
| "eval_runtime": 8.5147, | |
| "eval_samples_per_second": 1405.685, | |
| "eval_steps_per_second": 22.079, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "learning_rate": 7.2549019607843145e-06, | |
| "loss": 1.4343, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "eval_loss": 1.3422259092330933, | |
| "eval_runtime": 8.4859, | |
| "eval_samples_per_second": 1410.461, | |
| "eval_steps_per_second": 22.154, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 6.274509803921569e-06, | |
| "loss": 1.4225, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "eval_loss": 1.397080659866333, | |
| "eval_runtime": 8.4725, | |
| "eval_samples_per_second": 1412.689, | |
| "eval_steps_per_second": 22.189, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 2.94, | |
| "learning_rate": 5.294117647058824e-06, | |
| "loss": 1.408, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 2.94, | |
| "eval_loss": 1.435463547706604, | |
| "eval_runtime": 8.4775, | |
| "eval_samples_per_second": 1411.85, | |
| "eval_steps_per_second": 22.176, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "learning_rate": 4.313725490196079e-06, | |
| "loss": 1.3609, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "eval_loss": 1.3331981897354126, | |
| "eval_runtime": 8.4786, | |
| "eval_samples_per_second": 1411.679, | |
| "eval_steps_per_second": 22.174, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "learning_rate": 3.3333333333333333e-06, | |
| "loss": 1.3398, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "eval_loss": 1.3791619539260864, | |
| "eval_runtime": 8.4678, | |
| "eval_samples_per_second": 1413.466, | |
| "eval_steps_per_second": 22.202, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 3.53, | |
| "learning_rate": 2.3529411764705885e-06, | |
| "loss": 1.3224, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 3.53, | |
| "eval_loss": 1.41716730594635, | |
| "eval_runtime": 8.4259, | |
| "eval_samples_per_second": 1420.506, | |
| "eval_steps_per_second": 22.312, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 3.73, | |
| "learning_rate": 1.3725490196078434e-06, | |
| "loss": 1.3152, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 3.73, | |
| "eval_loss": 1.3955893516540527, | |
| "eval_runtime": 8.444, | |
| "eval_samples_per_second": 1417.453, | |
| "eval_steps_per_second": 22.264, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 3.92, | |
| "learning_rate": 3.921568627450981e-07, | |
| "loss": 1.3141, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 3.92, | |
| "eval_loss": 1.3748189210891724, | |
| "eval_runtime": 8.4509, | |
| "eval_samples_per_second": 1416.303, | |
| "eval_steps_per_second": 22.246, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "step": 2040, | |
| "total_flos": 8.491863563129856e+16, | |
| "train_loss": 0.025466402839211855, | |
| "train_runtime": 27.6855, | |
| "train_samples_per_second": 18855.037, | |
| "train_steps_per_second": 73.685 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_loss": 1.3331981897354126, | |
| "eval_runtime": 8.4623, | |
| "eval_samples_per_second": 1414.395, | |
| "eval_steps_per_second": 22.216, | |
| "step": 2040 | |
| } | |
| ], | |
| "logging_steps": 100, | |
| "max_steps": 2040, | |
| "num_train_epochs": 4, | |
| "save_steps": 100, | |
| "total_flos": 8.491863563129856e+16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |