| { | |
| "best_metric": 0.5888754725456238, | |
| "best_model_checkpoint": "./exper7_mesum5/checkpoint-3300", | |
| "epoch": 10.0, | |
| "global_step": 4300, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.02, | |
| "learning_rate": 9.976744186046511e-05, | |
| "loss": 4.9752, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 9.953488372093024e-05, | |
| "loss": 4.9072, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 9.930232558139535e-05, | |
| "loss": 4.7762, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 9.906976744186048e-05, | |
| "loss": 4.6977, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 9.883720930232558e-05, | |
| "loss": 4.6261, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 9.86046511627907e-05, | |
| "loss": 4.4953, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 9.837209302325582e-05, | |
| "loss": 4.4588, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "learning_rate": 9.813953488372092e-05, | |
| "loss": 4.3419, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 9.790697674418605e-05, | |
| "loss": 4.2548, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 9.767441860465116e-05, | |
| "loss": 4.2072, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "eval_accuracy": 0.19230769230769232, | |
| "eval_loss": 4.153234958648682, | |
| "eval_runtime": 19.6138, | |
| "eval_samples_per_second": 86.164, | |
| "eval_steps_per_second": 10.809, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 9.744186046511629e-05, | |
| "loss": 4.1426, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "learning_rate": 9.72093023255814e-05, | |
| "loss": 4.034, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "learning_rate": 9.697674418604651e-05, | |
| "loss": 3.9142, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 9.674418604651163e-05, | |
| "loss": 3.9224, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 9.651162790697675e-05, | |
| "loss": 3.8816, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 9.627906976744187e-05, | |
| "loss": 3.7969, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 9.604651162790697e-05, | |
| "loss": 3.8209, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 9.58139534883721e-05, | |
| "loss": 3.7072, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 9.558139534883721e-05, | |
| "loss": 3.722, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 9.534883720930233e-05, | |
| "loss": 3.5433, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "eval_accuracy": 0.28875739644970416, | |
| "eval_loss": 3.568031072616577, | |
| "eval_runtime": 21.594, | |
| "eval_samples_per_second": 78.262, | |
| "eval_steps_per_second": 9.818, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 9.511627906976745e-05, | |
| "loss": 3.4805, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "learning_rate": 9.488372093023256e-05, | |
| "loss": 3.5134, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 9.465116279069768e-05, | |
| "loss": 3.4267, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 9.441860465116279e-05, | |
| "loss": 3.4925, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 9.418604651162792e-05, | |
| "loss": 3.4093, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 9.395348837209302e-05, | |
| "loss": 3.2541, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 9.372093023255814e-05, | |
| "loss": 3.1907, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 9.348837209302326e-05, | |
| "loss": 3.3283, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 9.325581395348838e-05, | |
| "loss": 3.1848, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 9.30232558139535e-05, | |
| "loss": 3.1388, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "eval_accuracy": 0.39112426035502956, | |
| "eval_loss": 3.120227336883545, | |
| "eval_runtime": 21.1809, | |
| "eval_samples_per_second": 79.789, | |
| "eval_steps_per_second": 10.009, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 9.279069767441861e-05, | |
| "loss": 3.1098, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 9.255813953488372e-05, | |
| "loss": 3.0793, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.77, | |
| "learning_rate": 9.232558139534884e-05, | |
| "loss": 3.0589, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 9.209302325581396e-05, | |
| "loss": 2.999, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "learning_rate": 9.186046511627907e-05, | |
| "loss": 2.8881, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "learning_rate": 9.162790697674419e-05, | |
| "loss": 2.8647, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 9.139534883720931e-05, | |
| "loss": 2.9089, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "learning_rate": 9.116279069767443e-05, | |
| "loss": 2.8886, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "learning_rate": 9.093023255813953e-05, | |
| "loss": 2.6773, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "learning_rate": 9.069767441860465e-05, | |
| "loss": 2.7924, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "eval_accuracy": 0.47869822485207103, | |
| "eval_loss": 2.7434420585632324, | |
| "eval_runtime": 21.8697, | |
| "eval_samples_per_second": 77.276, | |
| "eval_steps_per_second": 9.694, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.95, | |
| "learning_rate": 9.046511627906977e-05, | |
| "loss": 2.7934, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 9.023255813953489e-05, | |
| "loss": 2.6406, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 9e-05, | |
| "loss": 2.6162, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 8.976744186046512e-05, | |
| "loss": 2.4643, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 8.953488372093024e-05, | |
| "loss": 2.3165, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 8.930232558139535e-05, | |
| "loss": 2.2989, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "learning_rate": 8.906976744186048e-05, | |
| "loss": 2.4173, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "learning_rate": 8.883720930232558e-05, | |
| "loss": 2.3148, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 8.86046511627907e-05, | |
| "loss": 2.2514, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 1.16, | |
| "learning_rate": 8.837209302325582e-05, | |
| "loss": 2.1269, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.16, | |
| "eval_accuracy": 0.5781065088757397, | |
| "eval_loss": 2.326211929321289, | |
| "eval_runtime": 22.2923, | |
| "eval_samples_per_second": 75.811, | |
| "eval_steps_per_second": 9.51, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.19, | |
| "learning_rate": 8.813953488372094e-05, | |
| "loss": 2.2364, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 1.21, | |
| "learning_rate": 8.790697674418606e-05, | |
| "loss": 2.1101, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 8.767441860465116e-05, | |
| "loss": 2.1031, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 1.26, | |
| "learning_rate": 8.744186046511629e-05, | |
| "loss": 1.9173, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 8.72093023255814e-05, | |
| "loss": 2.0489, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "learning_rate": 8.697674418604652e-05, | |
| "loss": 1.9887, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 1.33, | |
| "learning_rate": 8.674418604651163e-05, | |
| "loss": 1.8983, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 1.35, | |
| "learning_rate": 8.651162790697674e-05, | |
| "loss": 1.9514, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 8.627906976744187e-05, | |
| "loss": 1.8825, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 8.604651162790697e-05, | |
| "loss": 1.8589, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "eval_accuracy": 0.6272189349112426, | |
| "eval_loss": 1.975429654121399, | |
| "eval_runtime": 22.5072, | |
| "eval_samples_per_second": 75.087, | |
| "eval_steps_per_second": 9.419, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.42, | |
| "learning_rate": 8.58139534883721e-05, | |
| "loss": 1.8157, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "learning_rate": 8.558139534883721e-05, | |
| "loss": 1.8396, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 1.47, | |
| "learning_rate": 8.534883720930233e-05, | |
| "loss": 1.74, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 1.49, | |
| "learning_rate": 8.511627906976745e-05, | |
| "loss": 1.8692, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 8.488372093023255e-05, | |
| "loss": 1.7739, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 1.53, | |
| "learning_rate": 8.465116279069768e-05, | |
| "loss": 1.7221, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 8.441860465116279e-05, | |
| "loss": 1.6987, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 1.58, | |
| "learning_rate": 8.418604651162792e-05, | |
| "loss": 1.6821, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 8.395348837209302e-05, | |
| "loss": 1.6133, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "learning_rate": 8.372093023255814e-05, | |
| "loss": 1.7155, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "eval_accuracy": 0.6840236686390533, | |
| "eval_loss": 1.7626979351043701, | |
| "eval_runtime": 19.4721, | |
| "eval_samples_per_second": 86.791, | |
| "eval_steps_per_second": 10.887, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 8.348837209302326e-05, | |
| "loss": 1.6136, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "learning_rate": 8.325581395348837e-05, | |
| "loss": 1.6941, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "learning_rate": 8.30232558139535e-05, | |
| "loss": 1.6759, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 8.27906976744186e-05, | |
| "loss": 1.6455, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 1.74, | |
| "learning_rate": 8.255813953488373e-05, | |
| "loss": 1.5533, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 1.77, | |
| "learning_rate": 8.232558139534884e-05, | |
| "loss": 1.7024, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 1.79, | |
| "learning_rate": 8.209302325581396e-05, | |
| "loss": 1.5073, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 8.186046511627907e-05, | |
| "loss": 1.5603, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "learning_rate": 8.162790697674419e-05, | |
| "loss": 1.4995, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "learning_rate": 8.139534883720931e-05, | |
| "loss": 1.4689, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "eval_accuracy": 0.6994082840236686, | |
| "eval_loss": 1.5936682224273682, | |
| "eval_runtime": 19.4583, | |
| "eval_samples_per_second": 86.852, | |
| "eval_steps_per_second": 10.895, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "learning_rate": 8.116279069767442e-05, | |
| "loss": 1.3279, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 1.91, | |
| "learning_rate": 8.093023255813953e-05, | |
| "loss": 1.4141, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 8.069767441860465e-05, | |
| "loss": 1.3242, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "learning_rate": 8.046511627906977e-05, | |
| "loss": 1.3847, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 1.98, | |
| "learning_rate": 8.023255813953489e-05, | |
| "loss": 1.3513, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 8e-05, | |
| "loss": 1.2652, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 2.02, | |
| "learning_rate": 7.976744186046512e-05, | |
| "loss": 1.0047, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 7.953488372093023e-05, | |
| "loss": 1.0588, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "learning_rate": 7.930232558139535e-05, | |
| "loss": 1.0214, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 7.906976744186047e-05, | |
| "loss": 1.0149, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "eval_accuracy": 0.7497041420118343, | |
| "eval_loss": 1.3167972564697266, | |
| "eval_runtime": 20.0324, | |
| "eval_samples_per_second": 84.363, | |
| "eval_steps_per_second": 10.583, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "learning_rate": 7.883720930232558e-05, | |
| "loss": 1.0151, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 2.14, | |
| "learning_rate": 7.86046511627907e-05, | |
| "loss": 0.9265, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 7.837209302325582e-05, | |
| "loss": 0.8344, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 2.19, | |
| "learning_rate": 7.813953488372094e-05, | |
| "loss": 0.842, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 7.790697674418606e-05, | |
| "loss": 0.8307, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "learning_rate": 7.767441860465116e-05, | |
| "loss": 0.8094, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 2.26, | |
| "learning_rate": 7.744186046511628e-05, | |
| "loss": 0.8446, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 2.28, | |
| "learning_rate": 7.723255813953488e-05, | |
| "loss": 0.8674, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 7.7e-05, | |
| "loss": 0.8391, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 7.676744186046512e-05, | |
| "loss": 0.8148, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "eval_accuracy": 0.7615384615384615, | |
| "eval_loss": 1.1630123853683472, | |
| "eval_runtime": 19.1764, | |
| "eval_samples_per_second": 88.129, | |
| "eval_steps_per_second": 11.055, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "learning_rate": 7.653488372093024e-05, | |
| "loss": 0.8528, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 2.37, | |
| "learning_rate": 7.630232558139536e-05, | |
| "loss": 0.862, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 7.606976744186047e-05, | |
| "loss": 0.7922, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "learning_rate": 7.583720930232558e-05, | |
| "loss": 0.8446, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 2.44, | |
| "learning_rate": 7.56046511627907e-05, | |
| "loss": 0.835, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 2.47, | |
| "learning_rate": 7.537209302325582e-05, | |
| "loss": 0.7732, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 2.49, | |
| "learning_rate": 7.513953488372093e-05, | |
| "loss": 0.6997, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "learning_rate": 7.490697674418605e-05, | |
| "loss": 0.5918, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 7.467441860465117e-05, | |
| "loss": 0.7436, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "learning_rate": 7.444186046511629e-05, | |
| "loss": 0.7159, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "eval_accuracy": 0.7674556213017751, | |
| "eval_loss": 1.0869174003601074, | |
| "eval_runtime": 19.2855, | |
| "eval_samples_per_second": 87.631, | |
| "eval_steps_per_second": 10.993, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 2.58, | |
| "learning_rate": 7.420930232558139e-05, | |
| "loss": 0.6264, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "learning_rate": 7.397674418604652e-05, | |
| "loss": 0.8402, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 2.63, | |
| "learning_rate": 7.374418604651163e-05, | |
| "loss": 0.7405, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 7.351162790697675e-05, | |
| "loss": 0.6389, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "learning_rate": 7.327906976744187e-05, | |
| "loss": 0.6977, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 7.304651162790698e-05, | |
| "loss": 0.6999, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 2.72, | |
| "learning_rate": 7.28139534883721e-05, | |
| "loss": 0.5781, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 2.74, | |
| "learning_rate": 7.25813953488372e-05, | |
| "loss": 0.6413, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 2.77, | |
| "learning_rate": 7.234883720930234e-05, | |
| "loss": 0.5828, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 7.211627906976744e-05, | |
| "loss": 0.7257, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "eval_accuracy": 0.7893491124260354, | |
| "eval_loss": 0.9606990218162537, | |
| "eval_runtime": 19.5985, | |
| "eval_samples_per_second": 86.231, | |
| "eval_steps_per_second": 10.817, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 7.188372093023256e-05, | |
| "loss": 0.6517, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 2.84, | |
| "learning_rate": 7.165116279069768e-05, | |
| "loss": 0.603, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 2.86, | |
| "learning_rate": 7.141860465116278e-05, | |
| "loss": 0.6976, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 7.118604651162792e-05, | |
| "loss": 0.5142, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 7.095348837209302e-05, | |
| "loss": 0.5571, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 2.93, | |
| "learning_rate": 7.072093023255815e-05, | |
| "loss": 0.6057, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 7.048837209302326e-05, | |
| "loss": 0.5934, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "learning_rate": 7.025581395348837e-05, | |
| "loss": 0.577, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 7.002325581395349e-05, | |
| "loss": 0.5954, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 3.02, | |
| "learning_rate": 6.97906976744186e-05, | |
| "loss": 0.4171, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 3.02, | |
| "eval_accuracy": 0.7934911242603551, | |
| "eval_loss": 0.8835369944572449, | |
| "eval_runtime": 19.3276, | |
| "eval_samples_per_second": 87.44, | |
| "eval_steps_per_second": 10.969, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 3.05, | |
| "learning_rate": 6.955813953488373e-05, | |
| "loss": 0.4346, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "learning_rate": 6.932558139534883e-05, | |
| "loss": 0.3768, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 6.909302325581397e-05, | |
| "loss": 0.3899, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 6.886046511627907e-05, | |
| "loss": 0.3805, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "learning_rate": 6.862790697674419e-05, | |
| "loss": 0.3283, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "learning_rate": 6.83953488372093e-05, | |
| "loss": 0.3698, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 3.19, | |
| "learning_rate": 6.816279069767441e-05, | |
| "loss": 0.376, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 3.21, | |
| "learning_rate": 6.793023255813954e-05, | |
| "loss": 0.3654, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 3.23, | |
| "learning_rate": 6.769767441860465e-05, | |
| "loss": 0.3163, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "learning_rate": 6.746511627906978e-05, | |
| "loss": 0.2969, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "eval_accuracy": 0.8130177514792899, | |
| "eval_loss": 0.8258921504020691, | |
| "eval_runtime": 19.2047, | |
| "eval_samples_per_second": 87.999, | |
| "eval_steps_per_second": 11.039, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 3.28, | |
| "learning_rate": 6.723255813953488e-05, | |
| "loss": 0.3251, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 3.3, | |
| "learning_rate": 6.7e-05, | |
| "loss": 0.2872, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "learning_rate": 6.676744186046512e-05, | |
| "loss": 0.3069, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 3.35, | |
| "learning_rate": 6.653488372093024e-05, | |
| "loss": 0.3083, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 3.37, | |
| "learning_rate": 6.630232558139536e-05, | |
| "loss": 0.3003, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "learning_rate": 6.606976744186046e-05, | |
| "loss": 0.3506, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 3.42, | |
| "learning_rate": 6.583720930232559e-05, | |
| "loss": 0.2641, | |
| "step": 1470 | |
| }, | |
| { | |
| "epoch": 3.44, | |
| "learning_rate": 6.56046511627907e-05, | |
| "loss": 0.267, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 3.47, | |
| "learning_rate": 6.537209302325582e-05, | |
| "loss": 0.2905, | |
| "step": 1490 | |
| }, | |
| { | |
| "epoch": 3.49, | |
| "learning_rate": 6.513953488372093e-05, | |
| "loss": 0.2405, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 3.49, | |
| "eval_accuracy": 0.8142011834319527, | |
| "eval_loss": 0.7710559964179993, | |
| "eval_runtime": 19.3379, | |
| "eval_samples_per_second": 87.393, | |
| "eval_steps_per_second": 10.963, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 3.51, | |
| "learning_rate": 6.490697674418605e-05, | |
| "loss": 0.3025, | |
| "step": 1510 | |
| }, | |
| { | |
| "epoch": 3.53, | |
| "learning_rate": 6.467441860465117e-05, | |
| "loss": 0.3211, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "learning_rate": 6.444186046511628e-05, | |
| "loss": 0.3577, | |
| "step": 1530 | |
| }, | |
| { | |
| "epoch": 3.58, | |
| "learning_rate": 6.42093023255814e-05, | |
| "loss": 0.2338, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 3.6, | |
| "learning_rate": 6.397674418604651e-05, | |
| "loss": 0.298, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 3.63, | |
| "learning_rate": 6.374418604651163e-05, | |
| "loss": 0.262, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 3.65, | |
| "learning_rate": 6.351162790697675e-05, | |
| "loss": 0.2085, | |
| "step": 1570 | |
| }, | |
| { | |
| "epoch": 3.67, | |
| "learning_rate": 6.327906976744187e-05, | |
| "loss": 0.3226, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 3.7, | |
| "learning_rate": 6.304651162790698e-05, | |
| "loss": 0.2557, | |
| "step": 1590 | |
| }, | |
| { | |
| "epoch": 3.72, | |
| "learning_rate": 6.28139534883721e-05, | |
| "loss": 0.2948, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 3.72, | |
| "eval_accuracy": 0.8112426035502959, | |
| "eval_loss": 0.762892484664917, | |
| "eval_runtime": 19.6106, | |
| "eval_samples_per_second": 86.178, | |
| "eval_steps_per_second": 10.81, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 3.74, | |
| "learning_rate": 6.258139534883721e-05, | |
| "loss": 0.218, | |
| "step": 1610 | |
| }, | |
| { | |
| "epoch": 3.77, | |
| "learning_rate": 6.234883720930233e-05, | |
| "loss": 0.2052, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 3.79, | |
| "learning_rate": 6.211627906976744e-05, | |
| "loss": 0.2579, | |
| "step": 1630 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "learning_rate": 6.188372093023256e-05, | |
| "loss": 0.3177, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 3.84, | |
| "learning_rate": 6.165116279069768e-05, | |
| "loss": 0.2408, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 3.86, | |
| "learning_rate": 6.14186046511628e-05, | |
| "loss": 0.2035, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 3.88, | |
| "learning_rate": 6.118604651162792e-05, | |
| "loss": 0.2023, | |
| "step": 1670 | |
| }, | |
| { | |
| "epoch": 3.91, | |
| "learning_rate": 6.095348837209303e-05, | |
| "loss": 0.1827, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 3.93, | |
| "learning_rate": 6.072093023255814e-05, | |
| "loss": 0.2693, | |
| "step": 1690 | |
| }, | |
| { | |
| "epoch": 3.95, | |
| "learning_rate": 6.048837209302326e-05, | |
| "loss": 0.1765, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 3.95, | |
| "eval_accuracy": 0.8124260355029586, | |
| "eval_loss": 0.7116672992706299, | |
| "eval_runtime": 19.3562, | |
| "eval_samples_per_second": 87.31, | |
| "eval_steps_per_second": 10.953, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 3.98, | |
| "learning_rate": 6.025581395348837e-05, | |
| "loss": 0.2691, | |
| "step": 1710 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 6.0023255813953494e-05, | |
| "loss": 0.1757, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 4.02, | |
| "learning_rate": 5.9790697674418605e-05, | |
| "loss": 0.1378, | |
| "step": 1730 | |
| }, | |
| { | |
| "epoch": 4.05, | |
| "learning_rate": 5.955813953488373e-05, | |
| "loss": 0.1462, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 4.07, | |
| "learning_rate": 5.932558139534884e-05, | |
| "loss": 0.1216, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 4.09, | |
| "learning_rate": 5.909302325581396e-05, | |
| "loss": 0.1812, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 4.12, | |
| "learning_rate": 5.886046511627907e-05, | |
| "loss": 0.152, | |
| "step": 1770 | |
| }, | |
| { | |
| "epoch": 4.14, | |
| "learning_rate": 5.862790697674418e-05, | |
| "loss": 0.1885, | |
| "step": 1780 | |
| }, | |
| { | |
| "epoch": 4.16, | |
| "learning_rate": 5.839534883720931e-05, | |
| "loss": 0.1154, | |
| "step": 1790 | |
| }, | |
| { | |
| "epoch": 4.19, | |
| "learning_rate": 5.816279069767442e-05, | |
| "loss": 0.1603, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 4.19, | |
| "eval_accuracy": 0.8236686390532545, | |
| "eval_loss": 0.6946221590042114, | |
| "eval_runtime": 19.2754, | |
| "eval_samples_per_second": 87.676, | |
| "eval_steps_per_second": 10.998, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 4.21, | |
| "learning_rate": 5.7930232558139544e-05, | |
| "loss": 0.0944, | |
| "step": 1810 | |
| }, | |
| { | |
| "epoch": 4.23, | |
| "learning_rate": 5.7697674418604655e-05, | |
| "loss": 0.1028, | |
| "step": 1820 | |
| }, | |
| { | |
| "epoch": 4.26, | |
| "learning_rate": 5.7465116279069774e-05, | |
| "loss": 0.1365, | |
| "step": 1830 | |
| }, | |
| { | |
| "epoch": 4.28, | |
| "learning_rate": 5.7232558139534885e-05, | |
| "loss": 0.0906, | |
| "step": 1840 | |
| }, | |
| { | |
| "epoch": 4.3, | |
| "learning_rate": 5.6999999999999996e-05, | |
| "loss": 0.108, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 4.33, | |
| "learning_rate": 5.676744186046512e-05, | |
| "loss": 0.1046, | |
| "step": 1860 | |
| }, | |
| { | |
| "epoch": 4.35, | |
| "learning_rate": 5.653488372093023e-05, | |
| "loss": 0.1544, | |
| "step": 1870 | |
| }, | |
| { | |
| "epoch": 4.37, | |
| "learning_rate": 5.630232558139535e-05, | |
| "loss": 0.1031, | |
| "step": 1880 | |
| }, | |
| { | |
| "epoch": 4.4, | |
| "learning_rate": 5.606976744186046e-05, | |
| "loss": 0.1168, | |
| "step": 1890 | |
| }, | |
| { | |
| "epoch": 4.42, | |
| "learning_rate": 5.583720930232559e-05, | |
| "loss": 0.0955, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 4.42, | |
| "eval_accuracy": 0.8349112426035503, | |
| "eval_loss": 0.6597385406494141, | |
| "eval_runtime": 19.4735, | |
| "eval_samples_per_second": 86.784, | |
| "eval_steps_per_second": 10.887, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 4.44, | |
| "learning_rate": 5.56046511627907e-05, | |
| "loss": 0.1175, | |
| "step": 1910 | |
| }, | |
| { | |
| "epoch": 4.47, | |
| "learning_rate": 5.5372093023255824e-05, | |
| "loss": 0.1221, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 4.49, | |
| "learning_rate": 5.5139534883720935e-05, | |
| "loss": 0.0875, | |
| "step": 1930 | |
| }, | |
| { | |
| "epoch": 4.51, | |
| "learning_rate": 5.4906976744186047e-05, | |
| "loss": 0.1444, | |
| "step": 1940 | |
| }, | |
| { | |
| "epoch": 4.53, | |
| "learning_rate": 5.4674418604651165e-05, | |
| "loss": 0.0731, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 4.56, | |
| "learning_rate": 5.4441860465116276e-05, | |
| "loss": 0.1046, | |
| "step": 1960 | |
| }, | |
| { | |
| "epoch": 4.58, | |
| "learning_rate": 5.42093023255814e-05, | |
| "loss": 0.1043, | |
| "step": 1970 | |
| }, | |
| { | |
| "epoch": 4.6, | |
| "learning_rate": 5.397674418604651e-05, | |
| "loss": 0.0724, | |
| "step": 1980 | |
| }, | |
| { | |
| "epoch": 4.63, | |
| "learning_rate": 5.374418604651164e-05, | |
| "loss": 0.1057, | |
| "step": 1990 | |
| }, | |
| { | |
| "epoch": 4.65, | |
| "learning_rate": 5.351162790697675e-05, | |
| "loss": 0.0769, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 4.65, | |
| "eval_accuracy": 0.8266272189349112, | |
| "eval_loss": 0.6531164646148682, | |
| "eval_runtime": 19.7979, | |
| "eval_samples_per_second": 85.363, | |
| "eval_steps_per_second": 10.708, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 4.67, | |
| "learning_rate": 5.327906976744186e-05, | |
| "loss": 0.0888, | |
| "step": 2010 | |
| }, | |
| { | |
| "epoch": 4.7, | |
| "learning_rate": 5.304651162790698e-05, | |
| "loss": 0.1066, | |
| "step": 2020 | |
| }, | |
| { | |
| "epoch": 4.72, | |
| "learning_rate": 5.281395348837209e-05, | |
| "loss": 0.1076, | |
| "step": 2030 | |
| }, | |
| { | |
| "epoch": 4.74, | |
| "learning_rate": 5.2581395348837215e-05, | |
| "loss": 0.0877, | |
| "step": 2040 | |
| }, | |
| { | |
| "epoch": 4.77, | |
| "learning_rate": 5.2348837209302326e-05, | |
| "loss": 0.0887, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 4.79, | |
| "learning_rate": 5.211627906976745e-05, | |
| "loss": 0.0901, | |
| "step": 2060 | |
| }, | |
| { | |
| "epoch": 4.81, | |
| "learning_rate": 5.188372093023256e-05, | |
| "loss": 0.1371, | |
| "step": 2070 | |
| }, | |
| { | |
| "epoch": 4.84, | |
| "learning_rate": 5.1651162790697674e-05, | |
| "loss": 0.0769, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 4.86, | |
| "learning_rate": 5.141860465116279e-05, | |
| "loss": 0.1464, | |
| "step": 2090 | |
| }, | |
| { | |
| "epoch": 4.88, | |
| "learning_rate": 5.1186046511627904e-05, | |
| "loss": 0.0816, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 4.88, | |
| "eval_accuracy": 0.8337278106508875, | |
| "eval_loss": 0.6334948539733887, | |
| "eval_runtime": 19.2914, | |
| "eval_samples_per_second": 87.604, | |
| "eval_steps_per_second": 10.989, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 4.91, | |
| "learning_rate": 5.095348837209303e-05, | |
| "loss": 0.0987, | |
| "step": 2110 | |
| }, | |
| { | |
| "epoch": 4.93, | |
| "learning_rate": 5.072093023255814e-05, | |
| "loss": 0.0898, | |
| "step": 2120 | |
| }, | |
| { | |
| "epoch": 4.95, | |
| "learning_rate": 5.0488372093023265e-05, | |
| "loss": 0.0964, | |
| "step": 2130 | |
| }, | |
| { | |
| "epoch": 4.98, | |
| "learning_rate": 5.0255813953488376e-05, | |
| "loss": 0.0683, | |
| "step": 2140 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 5.0023255813953495e-05, | |
| "loss": 0.0871, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 5.02, | |
| "learning_rate": 4.9790697674418606e-05, | |
| "loss": 0.0679, | |
| "step": 2160 | |
| }, | |
| { | |
| "epoch": 5.05, | |
| "learning_rate": 4.9558139534883724e-05, | |
| "loss": 0.0463, | |
| "step": 2170 | |
| }, | |
| { | |
| "epoch": 5.07, | |
| "learning_rate": 4.932558139534884e-05, | |
| "loss": 0.0457, | |
| "step": 2180 | |
| }, | |
| { | |
| "epoch": 5.09, | |
| "learning_rate": 4.909302325581396e-05, | |
| "loss": 0.034, | |
| "step": 2190 | |
| }, | |
| { | |
| "epoch": 5.12, | |
| "learning_rate": 4.886046511627907e-05, | |
| "loss": 0.0315, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 5.12, | |
| "eval_accuracy": 0.8402366863905325, | |
| "eval_loss": 0.608655571937561, | |
| "eval_runtime": 19.634, | |
| "eval_samples_per_second": 86.075, | |
| "eval_steps_per_second": 10.798, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 5.14, | |
| "learning_rate": 4.8627906976744183e-05, | |
| "loss": 0.0463, | |
| "step": 2210 | |
| }, | |
| { | |
| "epoch": 5.16, | |
| "learning_rate": 4.83953488372093e-05, | |
| "loss": 0.0547, | |
| "step": 2220 | |
| }, | |
| { | |
| "epoch": 5.19, | |
| "learning_rate": 4.816279069767442e-05, | |
| "loss": 0.0451, | |
| "step": 2230 | |
| }, | |
| { | |
| "epoch": 5.21, | |
| "learning_rate": 4.793023255813954e-05, | |
| "loss": 0.0399, | |
| "step": 2240 | |
| }, | |
| { | |
| "epoch": 5.23, | |
| "learning_rate": 4.7697674418604656e-05, | |
| "loss": 0.0486, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 5.26, | |
| "learning_rate": 4.7465116279069774e-05, | |
| "loss": 0.0439, | |
| "step": 2260 | |
| }, | |
| { | |
| "epoch": 5.28, | |
| "learning_rate": 4.7232558139534886e-05, | |
| "loss": 0.034, | |
| "step": 2270 | |
| }, | |
| { | |
| "epoch": 5.3, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.0616, | |
| "step": 2280 | |
| }, | |
| { | |
| "epoch": 5.33, | |
| "learning_rate": 4.6767441860465115e-05, | |
| "loss": 0.0595, | |
| "step": 2290 | |
| }, | |
| { | |
| "epoch": 5.35, | |
| "learning_rate": 4.6534883720930234e-05, | |
| "loss": 0.0368, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 5.35, | |
| "eval_accuracy": 0.8443786982248521, | |
| "eval_loss": 0.602620005607605, | |
| "eval_runtime": 19.5598, | |
| "eval_samples_per_second": 86.402, | |
| "eval_steps_per_second": 10.839, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 5.37, | |
| "learning_rate": 4.630232558139535e-05, | |
| "loss": 0.0597, | |
| "step": 2310 | |
| }, | |
| { | |
| "epoch": 5.4, | |
| "learning_rate": 4.606976744186047e-05, | |
| "loss": 0.0514, | |
| "step": 2320 | |
| }, | |
| { | |
| "epoch": 5.42, | |
| "learning_rate": 4.583720930232558e-05, | |
| "loss": 0.0757, | |
| "step": 2330 | |
| }, | |
| { | |
| "epoch": 5.44, | |
| "learning_rate": 4.56046511627907e-05, | |
| "loss": 0.0421, | |
| "step": 2340 | |
| }, | |
| { | |
| "epoch": 5.47, | |
| "learning_rate": 4.537209302325582e-05, | |
| "loss": 0.0364, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 5.49, | |
| "learning_rate": 4.513953488372093e-05, | |
| "loss": 0.0304, | |
| "step": 2360 | |
| }, | |
| { | |
| "epoch": 5.51, | |
| "learning_rate": 4.490697674418605e-05, | |
| "loss": 0.029, | |
| "step": 2370 | |
| }, | |
| { | |
| "epoch": 5.53, | |
| "learning_rate": 4.4674418604651166e-05, | |
| "loss": 0.038, | |
| "step": 2380 | |
| }, | |
| { | |
| "epoch": 5.56, | |
| "learning_rate": 4.4441860465116284e-05, | |
| "loss": 0.0856, | |
| "step": 2390 | |
| }, | |
| { | |
| "epoch": 5.58, | |
| "learning_rate": 4.4209302325581395e-05, | |
| "loss": 0.0377, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 5.58, | |
| "eval_accuracy": 0.827810650887574, | |
| "eval_loss": 0.6450419425964355, | |
| "eval_runtime": 19.8289, | |
| "eval_samples_per_second": 85.229, | |
| "eval_steps_per_second": 10.691, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 5.6, | |
| "learning_rate": 4.397674418604651e-05, | |
| "loss": 0.0394, | |
| "step": 2410 | |
| }, | |
| { | |
| "epoch": 5.63, | |
| "learning_rate": 4.374418604651163e-05, | |
| "loss": 0.0254, | |
| "step": 2420 | |
| }, | |
| { | |
| "epoch": 5.65, | |
| "learning_rate": 4.351162790697675e-05, | |
| "loss": 0.0495, | |
| "step": 2430 | |
| }, | |
| { | |
| "epoch": 5.67, | |
| "learning_rate": 4.327906976744186e-05, | |
| "loss": 0.076, | |
| "step": 2440 | |
| }, | |
| { | |
| "epoch": 5.7, | |
| "learning_rate": 4.304651162790698e-05, | |
| "loss": 0.0806, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 5.72, | |
| "learning_rate": 4.281395348837209e-05, | |
| "loss": 0.028, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 5.74, | |
| "learning_rate": 4.258139534883721e-05, | |
| "loss": 0.0399, | |
| "step": 2470 | |
| }, | |
| { | |
| "epoch": 5.77, | |
| "learning_rate": 4.234883720930233e-05, | |
| "loss": 0.0455, | |
| "step": 2480 | |
| }, | |
| { | |
| "epoch": 5.79, | |
| "learning_rate": 4.2116279069767445e-05, | |
| "loss": 0.0437, | |
| "step": 2490 | |
| }, | |
| { | |
| "epoch": 5.81, | |
| "learning_rate": 4.1883720930232564e-05, | |
| "loss": 0.0603, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 5.81, | |
| "eval_accuracy": 0.834319526627219, | |
| "eval_loss": 0.6563973426818848, | |
| "eval_runtime": 19.385, | |
| "eval_samples_per_second": 87.181, | |
| "eval_steps_per_second": 10.936, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 5.84, | |
| "learning_rate": 4.165116279069768e-05, | |
| "loss": 0.0287, | |
| "step": 2510 | |
| }, | |
| { | |
| "epoch": 5.86, | |
| "learning_rate": 4.141860465116279e-05, | |
| "loss": 0.0249, | |
| "step": 2520 | |
| }, | |
| { | |
| "epoch": 5.88, | |
| "learning_rate": 4.1186046511627905e-05, | |
| "loss": 0.0349, | |
| "step": 2530 | |
| }, | |
| { | |
| "epoch": 5.91, | |
| "learning_rate": 4.095348837209302e-05, | |
| "loss": 0.0324, | |
| "step": 2540 | |
| }, | |
| { | |
| "epoch": 5.93, | |
| "learning_rate": 4.072093023255814e-05, | |
| "loss": 0.0269, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 5.95, | |
| "learning_rate": 4.048837209302326e-05, | |
| "loss": 0.0226, | |
| "step": 2560 | |
| }, | |
| { | |
| "epoch": 5.98, | |
| "learning_rate": 4.025581395348838e-05, | |
| "loss": 0.0478, | |
| "step": 2570 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "learning_rate": 4.002325581395349e-05, | |
| "loss": 0.0674, | |
| "step": 2580 | |
| }, | |
| { | |
| "epoch": 6.02, | |
| "learning_rate": 3.979069767441861e-05, | |
| "loss": 0.0285, | |
| "step": 2590 | |
| }, | |
| { | |
| "epoch": 6.05, | |
| "learning_rate": 3.955813953488372e-05, | |
| "loss": 0.0205, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 6.05, | |
| "eval_accuracy": 0.8467455621301775, | |
| "eval_loss": 0.61187744140625, | |
| "eval_runtime": 19.5313, | |
| "eval_samples_per_second": 86.528, | |
| "eval_steps_per_second": 10.854, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 6.07, | |
| "learning_rate": 3.9325581395348837e-05, | |
| "loss": 0.0195, | |
| "step": 2610 | |
| }, | |
| { | |
| "epoch": 6.09, | |
| "learning_rate": 3.9093023255813955e-05, | |
| "loss": 0.0431, | |
| "step": 2620 | |
| }, | |
| { | |
| "epoch": 6.12, | |
| "learning_rate": 3.886046511627907e-05, | |
| "loss": 0.0198, | |
| "step": 2630 | |
| }, | |
| { | |
| "epoch": 6.14, | |
| "learning_rate": 3.862790697674419e-05, | |
| "loss": 0.0194, | |
| "step": 2640 | |
| }, | |
| { | |
| "epoch": 6.16, | |
| "learning_rate": 3.83953488372093e-05, | |
| "loss": 0.0191, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 6.19, | |
| "learning_rate": 3.816279069767442e-05, | |
| "loss": 0.0199, | |
| "step": 2660 | |
| }, | |
| { | |
| "epoch": 6.21, | |
| "learning_rate": 3.793023255813954e-05, | |
| "loss": 0.0185, | |
| "step": 2670 | |
| }, | |
| { | |
| "epoch": 6.23, | |
| "learning_rate": 3.769767441860465e-05, | |
| "loss": 0.0335, | |
| "step": 2680 | |
| }, | |
| { | |
| "epoch": 6.26, | |
| "learning_rate": 3.746511627906977e-05, | |
| "loss": 0.0181, | |
| "step": 2690 | |
| }, | |
| { | |
| "epoch": 6.28, | |
| "learning_rate": 3.723255813953489e-05, | |
| "loss": 0.019, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 6.28, | |
| "eval_accuracy": 0.8479289940828403, | |
| "eval_loss": 0.6070042252540588, | |
| "eval_runtime": 19.3135, | |
| "eval_samples_per_second": 87.503, | |
| "eval_steps_per_second": 10.977, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 6.3, | |
| "learning_rate": 3.7e-05, | |
| "loss": 0.0238, | |
| "step": 2710 | |
| }, | |
| { | |
| "epoch": 6.33, | |
| "learning_rate": 3.6767441860465116e-05, | |
| "loss": 0.0212, | |
| "step": 2720 | |
| }, | |
| { | |
| "epoch": 6.35, | |
| "learning_rate": 3.6534883720930234e-05, | |
| "loss": 0.0192, | |
| "step": 2730 | |
| }, | |
| { | |
| "epoch": 6.37, | |
| "learning_rate": 3.630232558139535e-05, | |
| "loss": 0.0187, | |
| "step": 2740 | |
| }, | |
| { | |
| "epoch": 6.4, | |
| "learning_rate": 3.606976744186047e-05, | |
| "loss": 0.0197, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 6.42, | |
| "learning_rate": 3.583720930232558e-05, | |
| "loss": 0.0202, | |
| "step": 2760 | |
| }, | |
| { | |
| "epoch": 6.44, | |
| "learning_rate": 3.56046511627907e-05, | |
| "loss": 0.0168, | |
| "step": 2770 | |
| }, | |
| { | |
| "epoch": 6.47, | |
| "learning_rate": 3.537209302325581e-05, | |
| "loss": 0.0242, | |
| "step": 2780 | |
| }, | |
| { | |
| "epoch": 6.49, | |
| "learning_rate": 3.513953488372093e-05, | |
| "loss": 0.0152, | |
| "step": 2790 | |
| }, | |
| { | |
| "epoch": 6.51, | |
| "learning_rate": 3.490697674418605e-05, | |
| "loss": 0.0249, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 6.51, | |
| "eval_accuracy": 0.8538461538461538, | |
| "eval_loss": 0.600172758102417, | |
| "eval_runtime": 19.2188, | |
| "eval_samples_per_second": 87.935, | |
| "eval_steps_per_second": 11.031, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 6.53, | |
| "learning_rate": 3.4674418604651166e-05, | |
| "loss": 0.0173, | |
| "step": 2810 | |
| }, | |
| { | |
| "epoch": 6.56, | |
| "learning_rate": 3.4441860465116285e-05, | |
| "loss": 0.017, | |
| "step": 2820 | |
| }, | |
| { | |
| "epoch": 6.58, | |
| "learning_rate": 3.4209302325581396e-05, | |
| "loss": 0.0164, | |
| "step": 2830 | |
| }, | |
| { | |
| "epoch": 6.6, | |
| "learning_rate": 3.397674418604651e-05, | |
| "loss": 0.0484, | |
| "step": 2840 | |
| }, | |
| { | |
| "epoch": 6.63, | |
| "learning_rate": 3.3744186046511626e-05, | |
| "loss": 0.017, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 6.65, | |
| "learning_rate": 3.3511627906976744e-05, | |
| "loss": 0.0158, | |
| "step": 2860 | |
| }, | |
| { | |
| "epoch": 6.67, | |
| "learning_rate": 3.327906976744186e-05, | |
| "loss": 0.0169, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 6.7, | |
| "learning_rate": 3.304651162790698e-05, | |
| "loss": 0.0151, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 6.72, | |
| "learning_rate": 3.28139534883721e-05, | |
| "loss": 0.0161, | |
| "step": 2890 | |
| }, | |
| { | |
| "epoch": 6.74, | |
| "learning_rate": 3.258139534883721e-05, | |
| "loss": 0.0145, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 6.74, | |
| "eval_accuracy": 0.8497041420118343, | |
| "eval_loss": 0.601220428943634, | |
| "eval_runtime": 19.2252, | |
| "eval_samples_per_second": 87.906, | |
| "eval_steps_per_second": 11.027, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 6.77, | |
| "learning_rate": 3.234883720930233e-05, | |
| "loss": 0.0163, | |
| "step": 2910 | |
| }, | |
| { | |
| "epoch": 6.79, | |
| "learning_rate": 3.211627906976744e-05, | |
| "loss": 0.0308, | |
| "step": 2920 | |
| }, | |
| { | |
| "epoch": 6.81, | |
| "learning_rate": 3.188372093023256e-05, | |
| "loss": 0.0138, | |
| "step": 2930 | |
| }, | |
| { | |
| "epoch": 6.84, | |
| "learning_rate": 3.1651162790697676e-05, | |
| "loss": 0.0394, | |
| "step": 2940 | |
| }, | |
| { | |
| "epoch": 6.86, | |
| "learning_rate": 3.1418604651162794e-05, | |
| "loss": 0.0136, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 6.88, | |
| "learning_rate": 3.1186046511627905e-05, | |
| "loss": 0.0181, | |
| "step": 2960 | |
| }, | |
| { | |
| "epoch": 6.91, | |
| "learning_rate": 3.0953488372093024e-05, | |
| "loss": 0.0152, | |
| "step": 2970 | |
| }, | |
| { | |
| "epoch": 6.93, | |
| "learning_rate": 3.072093023255814e-05, | |
| "loss": 0.0148, | |
| "step": 2980 | |
| }, | |
| { | |
| "epoch": 6.95, | |
| "learning_rate": 3.048837209302326e-05, | |
| "loss": 0.0138, | |
| "step": 2990 | |
| }, | |
| { | |
| "epoch": 6.98, | |
| "learning_rate": 3.025581395348837e-05, | |
| "loss": 0.0134, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 6.98, | |
| "eval_accuracy": 0.8520710059171598, | |
| "eval_loss": 0.599067211151123, | |
| "eval_runtime": 19.2584, | |
| "eval_samples_per_second": 87.754, | |
| "eval_steps_per_second": 11.008, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "learning_rate": 3.002325581395349e-05, | |
| "loss": 0.0404, | |
| "step": 3010 | |
| }, | |
| { | |
| "epoch": 7.02, | |
| "learning_rate": 2.9790697674418604e-05, | |
| "loss": 0.013, | |
| "step": 3020 | |
| }, | |
| { | |
| "epoch": 7.05, | |
| "learning_rate": 2.9558139534883723e-05, | |
| "loss": 0.014, | |
| "step": 3030 | |
| }, | |
| { | |
| "epoch": 7.07, | |
| "learning_rate": 2.9325581395348837e-05, | |
| "loss": 0.0128, | |
| "step": 3040 | |
| }, | |
| { | |
| "epoch": 7.09, | |
| "learning_rate": 2.9093023255813956e-05, | |
| "loss": 0.0134, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 7.12, | |
| "learning_rate": 2.8860465116279074e-05, | |
| "loss": 0.0132, | |
| "step": 3060 | |
| }, | |
| { | |
| "epoch": 7.14, | |
| "learning_rate": 2.862790697674419e-05, | |
| "loss": 0.0135, | |
| "step": 3070 | |
| }, | |
| { | |
| "epoch": 7.16, | |
| "learning_rate": 2.83953488372093e-05, | |
| "loss": 0.0128, | |
| "step": 3080 | |
| }, | |
| { | |
| "epoch": 7.19, | |
| "learning_rate": 2.8162790697674418e-05, | |
| "loss": 0.0279, | |
| "step": 3090 | |
| }, | |
| { | |
| "epoch": 7.21, | |
| "learning_rate": 2.7930232558139536e-05, | |
| "loss": 0.0271, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 7.21, | |
| "eval_accuracy": 0.8502958579881656, | |
| "eval_loss": 0.5971536636352539, | |
| "eval_runtime": 19.4411, | |
| "eval_samples_per_second": 86.929, | |
| "eval_steps_per_second": 10.905, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 7.23, | |
| "learning_rate": 2.769767441860465e-05, | |
| "loss": 0.0219, | |
| "step": 3110 | |
| }, | |
| { | |
| "epoch": 7.26, | |
| "learning_rate": 2.746511627906977e-05, | |
| "loss": 0.0225, | |
| "step": 3120 | |
| }, | |
| { | |
| "epoch": 7.28, | |
| "learning_rate": 2.7232558139534888e-05, | |
| "loss": 0.0147, | |
| "step": 3130 | |
| }, | |
| { | |
| "epoch": 7.3, | |
| "learning_rate": 2.7000000000000002e-05, | |
| "loss": 0.0123, | |
| "step": 3140 | |
| }, | |
| { | |
| "epoch": 7.33, | |
| "learning_rate": 2.676744186046512e-05, | |
| "loss": 0.0145, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 7.35, | |
| "learning_rate": 2.6534883720930232e-05, | |
| "loss": 0.0121, | |
| "step": 3160 | |
| }, | |
| { | |
| "epoch": 7.37, | |
| "learning_rate": 2.6302325581395347e-05, | |
| "loss": 0.0123, | |
| "step": 3170 | |
| }, | |
| { | |
| "epoch": 7.4, | |
| "learning_rate": 2.6069767441860465e-05, | |
| "loss": 0.0106, | |
| "step": 3180 | |
| }, | |
| { | |
| "epoch": 7.42, | |
| "learning_rate": 2.5837209302325583e-05, | |
| "loss": 0.0124, | |
| "step": 3190 | |
| }, | |
| { | |
| "epoch": 7.44, | |
| "learning_rate": 2.5604651162790698e-05, | |
| "loss": 0.0128, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 7.44, | |
| "eval_accuracy": 0.8520710059171598, | |
| "eval_loss": 0.5910876989364624, | |
| "eval_runtime": 19.7261, | |
| "eval_samples_per_second": 85.673, | |
| "eval_steps_per_second": 10.747, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 7.47, | |
| "learning_rate": 2.5372093023255816e-05, | |
| "loss": 0.0117, | |
| "step": 3210 | |
| }, | |
| { | |
| "epoch": 7.49, | |
| "learning_rate": 2.5139534883720934e-05, | |
| "loss": 0.0117, | |
| "step": 3220 | |
| }, | |
| { | |
| "epoch": 7.51, | |
| "learning_rate": 2.4906976744186046e-05, | |
| "loss": 0.0117, | |
| "step": 3230 | |
| }, | |
| { | |
| "epoch": 7.53, | |
| "learning_rate": 2.4674418604651164e-05, | |
| "loss": 0.0106, | |
| "step": 3240 | |
| }, | |
| { | |
| "epoch": 7.56, | |
| "learning_rate": 2.4441860465116282e-05, | |
| "loss": 0.0107, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 7.58, | |
| "learning_rate": 2.4209302325581397e-05, | |
| "loss": 0.0119, | |
| "step": 3260 | |
| }, | |
| { | |
| "epoch": 7.6, | |
| "learning_rate": 2.3976744186046512e-05, | |
| "loss": 0.0123, | |
| "step": 3270 | |
| }, | |
| { | |
| "epoch": 7.63, | |
| "learning_rate": 2.374418604651163e-05, | |
| "loss": 0.0123, | |
| "step": 3280 | |
| }, | |
| { | |
| "epoch": 7.65, | |
| "learning_rate": 2.3511627906976748e-05, | |
| "loss": 0.0105, | |
| "step": 3290 | |
| }, | |
| { | |
| "epoch": 7.67, | |
| "learning_rate": 2.327906976744186e-05, | |
| "loss": 0.0123, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 7.67, | |
| "eval_accuracy": 0.8538461538461538, | |
| "eval_loss": 0.5888754725456238, | |
| "eval_runtime": 20.1627, | |
| "eval_samples_per_second": 83.818, | |
| "eval_steps_per_second": 10.514, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 7.7, | |
| "learning_rate": 2.3046511627906978e-05, | |
| "loss": 0.011, | |
| "step": 3310 | |
| }, | |
| { | |
| "epoch": 7.72, | |
| "learning_rate": 2.2813953488372096e-05, | |
| "loss": 0.0115, | |
| "step": 3320 | |
| }, | |
| { | |
| "epoch": 7.74, | |
| "learning_rate": 2.258139534883721e-05, | |
| "loss": 0.0108, | |
| "step": 3330 | |
| }, | |
| { | |
| "epoch": 7.77, | |
| "learning_rate": 2.2348837209302326e-05, | |
| "loss": 0.0111, | |
| "step": 3340 | |
| }, | |
| { | |
| "epoch": 7.79, | |
| "learning_rate": 2.2116279069767444e-05, | |
| "loss": 0.011, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 7.81, | |
| "learning_rate": 2.188372093023256e-05, | |
| "loss": 0.0104, | |
| "step": 3360 | |
| }, | |
| { | |
| "epoch": 7.84, | |
| "learning_rate": 2.1651162790697677e-05, | |
| "loss": 0.01, | |
| "step": 3370 | |
| }, | |
| { | |
| "epoch": 7.86, | |
| "learning_rate": 2.141860465116279e-05, | |
| "loss": 0.0136, | |
| "step": 3380 | |
| }, | |
| { | |
| "epoch": 7.88, | |
| "learning_rate": 2.1186046511627906e-05, | |
| "loss": 0.0115, | |
| "step": 3390 | |
| }, | |
| { | |
| "epoch": 7.91, | |
| "learning_rate": 2.0953488372093025e-05, | |
| "loss": 0.0278, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 7.91, | |
| "eval_accuracy": 0.849112426035503, | |
| "eval_loss": 0.6134743094444275, | |
| "eval_runtime": 19.6151, | |
| "eval_samples_per_second": 86.158, | |
| "eval_steps_per_second": 10.808, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 7.93, | |
| "learning_rate": 2.0720930232558143e-05, | |
| "loss": 0.0174, | |
| "step": 3410 | |
| }, | |
| { | |
| "epoch": 7.95, | |
| "learning_rate": 2.0488372093023258e-05, | |
| "loss": 0.011, | |
| "step": 3420 | |
| }, | |
| { | |
| "epoch": 7.98, | |
| "learning_rate": 2.0255813953488372e-05, | |
| "loss": 0.0118, | |
| "step": 3430 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "learning_rate": 2.002325581395349e-05, | |
| "loss": 0.0107, | |
| "step": 3440 | |
| }, | |
| { | |
| "epoch": 8.02, | |
| "learning_rate": 1.9790697674418605e-05, | |
| "loss": 0.0104, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 8.05, | |
| "learning_rate": 1.955813953488372e-05, | |
| "loss": 0.023, | |
| "step": 3460 | |
| }, | |
| { | |
| "epoch": 8.07, | |
| "learning_rate": 1.9325581395348838e-05, | |
| "loss": 0.0107, | |
| "step": 3470 | |
| }, | |
| { | |
| "epoch": 8.09, | |
| "learning_rate": 1.9093023255813956e-05, | |
| "loss": 0.0107, | |
| "step": 3480 | |
| }, | |
| { | |
| "epoch": 8.12, | |
| "learning_rate": 1.886046511627907e-05, | |
| "loss": 0.0103, | |
| "step": 3490 | |
| }, | |
| { | |
| "epoch": 8.14, | |
| "learning_rate": 1.8627906976744186e-05, | |
| "loss": 0.0106, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 8.14, | |
| "eval_accuracy": 0.8532544378698225, | |
| "eval_loss": 0.5933935642242432, | |
| "eval_runtime": 19.5044, | |
| "eval_samples_per_second": 86.647, | |
| "eval_steps_per_second": 10.869, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 8.16, | |
| "learning_rate": 1.8395348837209304e-05, | |
| "loss": 0.0105, | |
| "step": 3510 | |
| }, | |
| { | |
| "epoch": 8.19, | |
| "learning_rate": 1.816279069767442e-05, | |
| "loss": 0.0095, | |
| "step": 3520 | |
| }, | |
| { | |
| "epoch": 8.21, | |
| "learning_rate": 1.7930232558139537e-05, | |
| "loss": 0.0097, | |
| "step": 3530 | |
| }, | |
| { | |
| "epoch": 8.23, | |
| "learning_rate": 1.7697674418604652e-05, | |
| "loss": 0.0089, | |
| "step": 3540 | |
| }, | |
| { | |
| "epoch": 8.26, | |
| "learning_rate": 1.7465116279069767e-05, | |
| "loss": 0.0094, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 8.28, | |
| "learning_rate": 1.7232558139534885e-05, | |
| "loss": 0.01, | |
| "step": 3560 | |
| }, | |
| { | |
| "epoch": 8.3, | |
| "learning_rate": 1.7000000000000003e-05, | |
| "loss": 0.0094, | |
| "step": 3570 | |
| }, | |
| { | |
| "epoch": 8.33, | |
| "learning_rate": 1.6767441860465115e-05, | |
| "loss": 0.0097, | |
| "step": 3580 | |
| }, | |
| { | |
| "epoch": 8.35, | |
| "learning_rate": 1.6534883720930233e-05, | |
| "loss": 0.0091, | |
| "step": 3590 | |
| }, | |
| { | |
| "epoch": 8.37, | |
| "learning_rate": 1.630232558139535e-05, | |
| "loss": 0.0109, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 8.37, | |
| "eval_accuracy": 0.8532544378698225, | |
| "eval_loss": 0.5928947925567627, | |
| "eval_runtime": 19.301, | |
| "eval_samples_per_second": 87.56, | |
| "eval_steps_per_second": 10.984, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 8.4, | |
| "learning_rate": 1.6069767441860466e-05, | |
| "loss": 0.0102, | |
| "step": 3610 | |
| }, | |
| { | |
| "epoch": 8.42, | |
| "learning_rate": 1.583720930232558e-05, | |
| "loss": 0.0095, | |
| "step": 3620 | |
| }, | |
| { | |
| "epoch": 8.44, | |
| "learning_rate": 1.56046511627907e-05, | |
| "loss": 0.0096, | |
| "step": 3630 | |
| }, | |
| { | |
| "epoch": 8.47, | |
| "learning_rate": 1.5372093023255814e-05, | |
| "loss": 0.01, | |
| "step": 3640 | |
| }, | |
| { | |
| "epoch": 8.49, | |
| "learning_rate": 1.5139534883720932e-05, | |
| "loss": 0.0094, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 8.51, | |
| "learning_rate": 1.4906976744186047e-05, | |
| "loss": 0.0097, | |
| "step": 3660 | |
| }, | |
| { | |
| "epoch": 8.53, | |
| "learning_rate": 1.4674418604651163e-05, | |
| "loss": 0.0121, | |
| "step": 3670 | |
| }, | |
| { | |
| "epoch": 8.56, | |
| "learning_rate": 1.444186046511628e-05, | |
| "loss": 0.0102, | |
| "step": 3680 | |
| }, | |
| { | |
| "epoch": 8.58, | |
| "learning_rate": 1.4209302325581398e-05, | |
| "loss": 0.0099, | |
| "step": 3690 | |
| }, | |
| { | |
| "epoch": 8.6, | |
| "learning_rate": 1.3976744186046511e-05, | |
| "loss": 0.0095, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 8.6, | |
| "eval_accuracy": 0.8550295857988166, | |
| "eval_loss": 0.5952585935592651, | |
| "eval_runtime": 19.2704, | |
| "eval_samples_per_second": 87.699, | |
| "eval_steps_per_second": 11.001, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 8.63, | |
| "learning_rate": 1.3744186046511629e-05, | |
| "loss": 0.0098, | |
| "step": 3710 | |
| }, | |
| { | |
| "epoch": 8.65, | |
| "learning_rate": 1.3511627906976746e-05, | |
| "loss": 0.0104, | |
| "step": 3720 | |
| }, | |
| { | |
| "epoch": 8.67, | |
| "learning_rate": 1.3279069767441862e-05, | |
| "loss": 0.009, | |
| "step": 3730 | |
| }, | |
| { | |
| "epoch": 8.7, | |
| "learning_rate": 1.3046511627906977e-05, | |
| "loss": 0.0092, | |
| "step": 3740 | |
| }, | |
| { | |
| "epoch": 8.72, | |
| "learning_rate": 1.2813953488372093e-05, | |
| "loss": 0.0089, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 8.74, | |
| "learning_rate": 1.258139534883721e-05, | |
| "loss": 0.009, | |
| "step": 3760 | |
| }, | |
| { | |
| "epoch": 8.77, | |
| "learning_rate": 1.2348837209302326e-05, | |
| "loss": 0.0098, | |
| "step": 3770 | |
| }, | |
| { | |
| "epoch": 8.79, | |
| "learning_rate": 1.2116279069767443e-05, | |
| "loss": 0.0086, | |
| "step": 3780 | |
| }, | |
| { | |
| "epoch": 8.81, | |
| "learning_rate": 1.188372093023256e-05, | |
| "loss": 0.023, | |
| "step": 3790 | |
| }, | |
| { | |
| "epoch": 8.84, | |
| "learning_rate": 1.1651162790697676e-05, | |
| "loss": 0.009, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 8.84, | |
| "eval_accuracy": 0.857396449704142, | |
| "eval_loss": 0.5933314561843872, | |
| "eval_runtime": 19.4586, | |
| "eval_samples_per_second": 86.851, | |
| "eval_steps_per_second": 10.895, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 8.86, | |
| "learning_rate": 1.141860465116279e-05, | |
| "loss": 0.0089, | |
| "step": 3810 | |
| }, | |
| { | |
| "epoch": 8.88, | |
| "learning_rate": 1.1186046511627909e-05, | |
| "loss": 0.0089, | |
| "step": 3820 | |
| }, | |
| { | |
| "epoch": 8.91, | |
| "learning_rate": 1.0953488372093024e-05, | |
| "loss": 0.0097, | |
| "step": 3830 | |
| }, | |
| { | |
| "epoch": 8.93, | |
| "learning_rate": 1.072093023255814e-05, | |
| "loss": 0.0092, | |
| "step": 3840 | |
| }, | |
| { | |
| "epoch": 8.95, | |
| "learning_rate": 1.0488372093023257e-05, | |
| "loss": 0.0099, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 8.98, | |
| "learning_rate": 1.0255813953488373e-05, | |
| "loss": 0.0099, | |
| "step": 3860 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "learning_rate": 1.0023255813953488e-05, | |
| "loss": 0.0089, | |
| "step": 3870 | |
| }, | |
| { | |
| "epoch": 9.02, | |
| "learning_rate": 9.790697674418606e-06, | |
| "loss": 0.0091, | |
| "step": 3880 | |
| }, | |
| { | |
| "epoch": 9.05, | |
| "learning_rate": 9.558139534883721e-06, | |
| "loss": 0.0115, | |
| "step": 3890 | |
| }, | |
| { | |
| "epoch": 9.07, | |
| "learning_rate": 9.325581395348837e-06, | |
| "loss": 0.009, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 9.07, | |
| "eval_accuracy": 0.8550295857988166, | |
| "eval_loss": 0.5948178768157959, | |
| "eval_runtime": 19.3608, | |
| "eval_samples_per_second": 87.29, | |
| "eval_steps_per_second": 10.95, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 9.09, | |
| "learning_rate": 9.093023255813954e-06, | |
| "loss": 0.0088, | |
| "step": 3910 | |
| }, | |
| { | |
| "epoch": 9.12, | |
| "learning_rate": 8.86046511627907e-06, | |
| "loss": 0.0085, | |
| "step": 3920 | |
| }, | |
| { | |
| "epoch": 9.14, | |
| "learning_rate": 8.627906976744187e-06, | |
| "loss": 0.0088, | |
| "step": 3930 | |
| }, | |
| { | |
| "epoch": 9.16, | |
| "learning_rate": 8.395348837209303e-06, | |
| "loss": 0.0084, | |
| "step": 3940 | |
| }, | |
| { | |
| "epoch": 9.19, | |
| "learning_rate": 8.162790697674418e-06, | |
| "loss": 0.0085, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 9.21, | |
| "learning_rate": 7.930232558139536e-06, | |
| "loss": 0.0082, | |
| "step": 3960 | |
| }, | |
| { | |
| "epoch": 9.23, | |
| "learning_rate": 7.697674418604651e-06, | |
| "loss": 0.0088, | |
| "step": 3970 | |
| }, | |
| { | |
| "epoch": 9.26, | |
| "learning_rate": 7.465116279069769e-06, | |
| "loss": 0.0085, | |
| "step": 3980 | |
| }, | |
| { | |
| "epoch": 9.28, | |
| "learning_rate": 7.232558139534884e-06, | |
| "loss": 0.0085, | |
| "step": 3990 | |
| }, | |
| { | |
| "epoch": 9.3, | |
| "learning_rate": 7.000000000000001e-06, | |
| "loss": 0.0089, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 9.3, | |
| "eval_accuracy": 0.855621301775148, | |
| "eval_loss": 0.5952693223953247, | |
| "eval_runtime": 19.9361, | |
| "eval_samples_per_second": 84.771, | |
| "eval_steps_per_second": 10.634, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 9.33, | |
| "learning_rate": 6.767441860465116e-06, | |
| "loss": 0.0091, | |
| "step": 4010 | |
| }, | |
| { | |
| "epoch": 9.35, | |
| "learning_rate": 6.534883720930234e-06, | |
| "loss": 0.0086, | |
| "step": 4020 | |
| }, | |
| { | |
| "epoch": 9.37, | |
| "learning_rate": 6.302325581395349e-06, | |
| "loss": 0.0091, | |
| "step": 4030 | |
| }, | |
| { | |
| "epoch": 9.4, | |
| "learning_rate": 6.069767441860465e-06, | |
| "loss": 0.0088, | |
| "step": 4040 | |
| }, | |
| { | |
| "epoch": 9.42, | |
| "learning_rate": 5.8372093023255815e-06, | |
| "loss": 0.0088, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 9.44, | |
| "learning_rate": 5.604651162790698e-06, | |
| "loss": 0.0085, | |
| "step": 4060 | |
| }, | |
| { | |
| "epoch": 9.47, | |
| "learning_rate": 5.3720930232558145e-06, | |
| "loss": 0.0087, | |
| "step": 4070 | |
| }, | |
| { | |
| "epoch": 9.49, | |
| "learning_rate": 5.13953488372093e-06, | |
| "loss": 0.0079, | |
| "step": 4080 | |
| }, | |
| { | |
| "epoch": 9.51, | |
| "learning_rate": 4.906976744186047e-06, | |
| "loss": 0.0085, | |
| "step": 4090 | |
| }, | |
| { | |
| "epoch": 9.53, | |
| "learning_rate": 4.674418604651163e-06, | |
| "loss": 0.0086, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 9.53, | |
| "eval_accuracy": 0.8544378698224852, | |
| "eval_loss": 0.5956243276596069, | |
| "eval_runtime": 19.6785, | |
| "eval_samples_per_second": 85.881, | |
| "eval_steps_per_second": 10.773, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 9.56, | |
| "learning_rate": 4.44186046511628e-06, | |
| "loss": 0.0079, | |
| "step": 4110 | |
| }, | |
| { | |
| "epoch": 9.58, | |
| "learning_rate": 4.209302325581395e-06, | |
| "loss": 0.0082, | |
| "step": 4120 | |
| }, | |
| { | |
| "epoch": 9.6, | |
| "learning_rate": 3.976744186046512e-06, | |
| "loss": 0.0089, | |
| "step": 4130 | |
| }, | |
| { | |
| "epoch": 9.63, | |
| "learning_rate": 3.7441860465116283e-06, | |
| "loss": 0.0082, | |
| "step": 4140 | |
| }, | |
| { | |
| "epoch": 9.65, | |
| "learning_rate": 3.5116279069767444e-06, | |
| "loss": 0.0089, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 9.67, | |
| "learning_rate": 3.2790697674418604e-06, | |
| "loss": 0.0084, | |
| "step": 4160 | |
| }, | |
| { | |
| "epoch": 9.7, | |
| "learning_rate": 3.046511627906977e-06, | |
| "loss": 0.0085, | |
| "step": 4170 | |
| }, | |
| { | |
| "epoch": 9.72, | |
| "learning_rate": 2.813953488372093e-06, | |
| "loss": 0.0193, | |
| "step": 4180 | |
| }, | |
| { | |
| "epoch": 9.74, | |
| "learning_rate": 2.5813953488372095e-06, | |
| "loss": 0.0082, | |
| "step": 4190 | |
| }, | |
| { | |
| "epoch": 9.77, | |
| "learning_rate": 2.3488372093023256e-06, | |
| "loss": 0.0085, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 9.77, | |
| "eval_accuracy": 0.855621301775148, | |
| "eval_loss": 0.5954723954200745, | |
| "eval_runtime": 20.1652, | |
| "eval_samples_per_second": 83.808, | |
| "eval_steps_per_second": 10.513, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 9.79, | |
| "learning_rate": 2.116279069767442e-06, | |
| "loss": 0.0085, | |
| "step": 4210 | |
| }, | |
| { | |
| "epoch": 9.81, | |
| "learning_rate": 1.8837209302325584e-06, | |
| "loss": 0.0085, | |
| "step": 4220 | |
| }, | |
| { | |
| "epoch": 9.84, | |
| "learning_rate": 1.6511627906976744e-06, | |
| "loss": 0.0096, | |
| "step": 4230 | |
| }, | |
| { | |
| "epoch": 9.86, | |
| "learning_rate": 1.4186046511627907e-06, | |
| "loss": 0.0082, | |
| "step": 4240 | |
| }, | |
| { | |
| "epoch": 9.88, | |
| "learning_rate": 1.186046511627907e-06, | |
| "loss": 0.0208, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 9.91, | |
| "learning_rate": 9.534883720930234e-07, | |
| "loss": 0.008, | |
| "step": 4260 | |
| }, | |
| { | |
| "epoch": 9.93, | |
| "learning_rate": 7.209302325581396e-07, | |
| "loss": 0.0093, | |
| "step": 4270 | |
| }, | |
| { | |
| "epoch": 9.95, | |
| "learning_rate": 4.883720930232559e-07, | |
| "loss": 0.008, | |
| "step": 4280 | |
| }, | |
| { | |
| "epoch": 9.98, | |
| "learning_rate": 2.558139534883721e-07, | |
| "loss": 0.0085, | |
| "step": 4290 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "learning_rate": 2.3255813953488376e-08, | |
| "loss": 0.0087, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_accuracy": 0.8538461538461538, | |
| "eval_loss": 0.5954486727714539, | |
| "eval_runtime": 19.7825, | |
| "eval_samples_per_second": 85.429, | |
| "eval_steps_per_second": 10.717, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "step": 4300, | |
| "total_flos": 5.338473146715341e+18, | |
| "train_loss": 0.6670613629041716, | |
| "train_runtime": 2574.0231, | |
| "train_samples_per_second": 26.729, | |
| "train_steps_per_second": 1.671 | |
| } | |
| ], | |
| "max_steps": 4300, | |
| "num_train_epochs": 10, | |
| "total_flos": 5.338473146715341e+18, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |