| { | |
| "best_metric": 0.9529491987725878, | |
| "best_model_checkpoint": "/scratch/mrahma45/pixel/finetuned_models/canine/canine-base-finetuned-pos-ud-Hindi-HDTB/checkpoint-14000", | |
| "epoch": 36.05769230769231, | |
| "global_step": 15000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 8e-05, | |
| "loss": 1.6829, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 7.946308724832215e-05, | |
| "loss": 0.6655, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 7.89261744966443e-05, | |
| "loss": 0.4831, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 7.838926174496645e-05, | |
| "loss": 0.405, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 7.78523489932886e-05, | |
| "loss": 0.3386, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "eval_accuracy": 0.8978292987839527, | |
| "eval_loss": 0.3005571663379669, | |
| "eval_runtime": 6.5562, | |
| "eval_samples_per_second": 253.044, | |
| "eval_steps_per_second": 31.726, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "learning_rate": 7.731543624161075e-05, | |
| "loss": 0.3137, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "learning_rate": 7.677852348993288e-05, | |
| "loss": 0.2831, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "learning_rate": 7.624161073825503e-05, | |
| "loss": 0.2711, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 7.570469798657718e-05, | |
| "loss": 0.2314, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 7.516778523489933e-05, | |
| "loss": 0.2131, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "eval_accuracy": 0.9229173769746563, | |
| "eval_loss": 0.25128552317619324, | |
| "eval_runtime": 6.5615, | |
| "eval_samples_per_second": 252.839, | |
| "eval_steps_per_second": 31.7, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.64, | |
| "learning_rate": 7.463087248322148e-05, | |
| "loss": 0.2018, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 7.409395973154362e-05, | |
| "loss": 0.2022, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 7.355704697986577e-05, | |
| "loss": 0.1719, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 3.37, | |
| "learning_rate": 7.302013422818792e-05, | |
| "loss": 0.1577, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "learning_rate": 7.248322147651007e-05, | |
| "loss": 0.1561, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "eval_accuracy": 0.9333446982611661, | |
| "eval_loss": 0.23343516886234283, | |
| "eval_runtime": 6.5751, | |
| "eval_samples_per_second": 252.317, | |
| "eval_steps_per_second": 31.635, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 3.85, | |
| "learning_rate": 7.194630872483222e-05, | |
| "loss": 0.1555, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 4.09, | |
| "learning_rate": 7.140939597315438e-05, | |
| "loss": 0.1439, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 4.33, | |
| "learning_rate": 7.087248322147653e-05, | |
| "loss": 0.1181, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 4.57, | |
| "learning_rate": 7.033557046979866e-05, | |
| "loss": 0.1215, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 4.81, | |
| "learning_rate": 6.979865771812081e-05, | |
| "loss": 0.1219, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 4.81, | |
| "eval_accuracy": 0.9382316172292305, | |
| "eval_loss": 0.2121623307466507, | |
| "eval_runtime": 6.5443, | |
| "eval_samples_per_second": 253.505, | |
| "eval_steps_per_second": 31.784, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 5.05, | |
| "learning_rate": 6.926174496644296e-05, | |
| "loss": 0.117, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 5.29, | |
| "learning_rate": 6.87248322147651e-05, | |
| "loss": 0.0911, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 5.53, | |
| "learning_rate": 6.818791946308725e-05, | |
| "loss": 0.0925, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 5.77, | |
| "learning_rate": 6.76510067114094e-05, | |
| "loss": 0.0956, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 6.01, | |
| "learning_rate": 6.711409395973155e-05, | |
| "loss": 0.0943, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 6.01, | |
| "eval_accuracy": 0.9419252187748608, | |
| "eval_loss": 0.2105204463005066, | |
| "eval_runtime": 6.5647, | |
| "eval_samples_per_second": 252.714, | |
| "eval_steps_per_second": 31.684, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 6.25, | |
| "learning_rate": 6.65771812080537e-05, | |
| "loss": 0.069, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 6.49, | |
| "learning_rate": 6.604026845637585e-05, | |
| "loss": 0.072, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 6.73, | |
| "learning_rate": 6.5503355704698e-05, | |
| "loss": 0.0766, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 6.97, | |
| "learning_rate": 6.496644295302014e-05, | |
| "loss": 0.0774, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 7.21, | |
| "learning_rate": 6.442953020134228e-05, | |
| "loss": 0.0584, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 7.21, | |
| "eval_accuracy": 0.9427207637231504, | |
| "eval_loss": 0.2496863603591919, | |
| "eval_runtime": 6.5209, | |
| "eval_samples_per_second": 254.413, | |
| "eval_steps_per_second": 31.898, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 7.45, | |
| "learning_rate": 6.389261744966443e-05, | |
| "loss": 0.0582, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 7.69, | |
| "learning_rate": 6.335570469798657e-05, | |
| "loss": 0.0611, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 7.93, | |
| "learning_rate": 6.281879194630872e-05, | |
| "loss": 0.063, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 8.17, | |
| "learning_rate": 6.228187919463087e-05, | |
| "loss": 0.0509, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 8.41, | |
| "learning_rate": 6.174496644295302e-05, | |
| "loss": 0.0501, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 8.41, | |
| "eval_accuracy": 0.9460734174337992, | |
| "eval_loss": 0.24461901187896729, | |
| "eval_runtime": 6.5594, | |
| "eval_samples_per_second": 252.919, | |
| "eval_steps_per_second": 31.71, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 8.65, | |
| "learning_rate": 6.120805369127517e-05, | |
| "loss": 0.0516, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 8.89, | |
| "learning_rate": 6.067114093959732e-05, | |
| "loss": 0.0505, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 9.13, | |
| "learning_rate": 6.013422818791947e-05, | |
| "loss": 0.0431, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 9.38, | |
| "learning_rate": 5.959731543624162e-05, | |
| "loss": 0.0393, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 9.62, | |
| "learning_rate": 5.906040268456377e-05, | |
| "loss": 0.0397, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 9.62, | |
| "eval_accuracy": 0.9453062848050915, | |
| "eval_loss": 0.2671561539173126, | |
| "eval_runtime": 6.5397, | |
| "eval_samples_per_second": 253.681, | |
| "eval_steps_per_second": 31.806, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 9.86, | |
| "learning_rate": 5.8523489932885916e-05, | |
| "loss": 0.0412, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 10.1, | |
| "learning_rate": 5.798657718120806e-05, | |
| "loss": 0.0394, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 10.34, | |
| "learning_rate": 5.7449664429530206e-05, | |
| "loss": 0.032, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 10.58, | |
| "learning_rate": 5.6912751677852354e-05, | |
| "loss": 0.0333, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 10.82, | |
| "learning_rate": 5.63758389261745e-05, | |
| "loss": 0.0327, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 10.82, | |
| "eval_accuracy": 0.9442834413001477, | |
| "eval_loss": 0.2739590108394623, | |
| "eval_runtime": 6.5794, | |
| "eval_samples_per_second": 252.151, | |
| "eval_steps_per_second": 31.614, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 11.06, | |
| "learning_rate": 5.583892617449665e-05, | |
| "loss": 0.0358, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 11.3, | |
| "learning_rate": 5.53020134228188e-05, | |
| "loss": 0.0263, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 11.54, | |
| "learning_rate": 5.476510067114095e-05, | |
| "loss": 0.028, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 11.78, | |
| "learning_rate": 5.4233557046979874e-05, | |
| "loss": 0.0297, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 12.02, | |
| "learning_rate": 5.3696644295302015e-05, | |
| "loss": 0.0306, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 12.02, | |
| "eval_accuracy": 0.9459313558358905, | |
| "eval_loss": 0.2738962173461914, | |
| "eval_runtime": 6.5965, | |
| "eval_samples_per_second": 251.499, | |
| "eval_steps_per_second": 31.532, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 12.26, | |
| "learning_rate": 5.315973154362416e-05, | |
| "loss": 0.0243, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 12.5, | |
| "learning_rate": 5.262281879194631e-05, | |
| "loss": 0.0244, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 12.74, | |
| "learning_rate": 5.208590604026846e-05, | |
| "loss": 0.026, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 12.98, | |
| "learning_rate": 5.154899328859061e-05, | |
| "loss": 0.0277, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 13.22, | |
| "learning_rate": 5.1012080536912756e-05, | |
| "loss": 0.0211, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 13.22, | |
| "eval_accuracy": 0.9471814978974884, | |
| "eval_loss": 0.29070886969566345, | |
| "eval_runtime": 6.5764, | |
| "eval_samples_per_second": 252.266, | |
| "eval_steps_per_second": 31.628, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 13.46, | |
| "learning_rate": 5.0475167785234905e-05, | |
| "loss": 0.0222, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 13.7, | |
| "learning_rate": 4.993825503355705e-05, | |
| "loss": 0.0224, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 13.94, | |
| "learning_rate": 4.94013422818792e-05, | |
| "loss": 0.0222, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 14.18, | |
| "learning_rate": 4.886442953020135e-05, | |
| "loss": 0.0169, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 14.42, | |
| "learning_rate": 4.83275167785235e-05, | |
| "loss": 0.0186, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 14.42, | |
| "eval_accuracy": 0.9481759290828503, | |
| "eval_loss": 0.2863553464412689, | |
| "eval_runtime": 6.5577, | |
| "eval_samples_per_second": 252.985, | |
| "eval_steps_per_second": 31.718, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 14.66, | |
| "learning_rate": 4.779060402684564e-05, | |
| "loss": 0.0189, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 14.9, | |
| "learning_rate": 4.725369127516779e-05, | |
| "loss": 0.0185, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 15.14, | |
| "learning_rate": 4.6716778523489936e-05, | |
| "loss": 0.0189, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 15.38, | |
| "learning_rate": 4.6179865771812084e-05, | |
| "loss": 0.0148, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 15.62, | |
| "learning_rate": 4.564295302013423e-05, | |
| "loss": 0.0166, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 15.62, | |
| "eval_accuracy": 0.94672690078418, | |
| "eval_loss": 0.31074145436286926, | |
| "eval_runtime": 6.5741, | |
| "eval_samples_per_second": 252.355, | |
| "eval_steps_per_second": 31.639, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 15.87, | |
| "learning_rate": 4.510604026845638e-05, | |
| "loss": 0.017, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 16.11, | |
| "learning_rate": 4.456912751677853e-05, | |
| "loss": 0.0165, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 16.35, | |
| "learning_rate": 4.403221476510068e-05, | |
| "loss": 0.0142, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 16.59, | |
| "learning_rate": 4.3495302013422825e-05, | |
| "loss": 0.0133, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 16.83, | |
| "learning_rate": 4.295838926174497e-05, | |
| "loss": 0.0149, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 16.83, | |
| "eval_accuracy": 0.948090692124105, | |
| "eval_loss": 0.30825093388557434, | |
| "eval_runtime": 6.5568, | |
| "eval_samples_per_second": 253.02, | |
| "eval_steps_per_second": 31.723, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 17.07, | |
| "learning_rate": 4.242147651006712e-05, | |
| "loss": 0.015, | |
| "step": 7100 | |
| }, | |
| { | |
| "epoch": 17.31, | |
| "learning_rate": 4.188456375838927e-05, | |
| "loss": 0.0124, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 17.55, | |
| "learning_rate": 4.134765100671141e-05, | |
| "loss": 0.0122, | |
| "step": 7300 | |
| }, | |
| { | |
| "epoch": 17.79, | |
| "learning_rate": 4.081073825503356e-05, | |
| "loss": 0.0119, | |
| "step": 7400 | |
| }, | |
| { | |
| "epoch": 18.03, | |
| "learning_rate": 4.027382550335571e-05, | |
| "loss": 0.0138, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 18.03, | |
| "eval_accuracy": 0.9493124218661212, | |
| "eval_loss": 0.3079260587692261, | |
| "eval_runtime": 6.5474, | |
| "eval_samples_per_second": 253.382, | |
| "eval_steps_per_second": 31.768, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 18.27, | |
| "learning_rate": 3.9736912751677856e-05, | |
| "loss": 0.0111, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 18.51, | |
| "learning_rate": 3.9200000000000004e-05, | |
| "loss": 0.0119, | |
| "step": 7700 | |
| }, | |
| { | |
| "epoch": 18.75, | |
| "learning_rate": 3.866308724832215e-05, | |
| "loss": 0.01, | |
| "step": 7800 | |
| }, | |
| { | |
| "epoch": 18.99, | |
| "learning_rate": 3.81261744966443e-05, | |
| "loss": 0.0119, | |
| "step": 7900 | |
| }, | |
| { | |
| "epoch": 19.23, | |
| "learning_rate": 3.758926174496645e-05, | |
| "loss": 0.0107, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 19.23, | |
| "eval_accuracy": 0.9478918058870326, | |
| "eval_loss": 0.33301591873168945, | |
| "eval_runtime": 6.5621, | |
| "eval_samples_per_second": 252.814, | |
| "eval_steps_per_second": 31.697, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 19.47, | |
| "learning_rate": 3.705234899328859e-05, | |
| "loss": 0.0103, | |
| "step": 8100 | |
| }, | |
| { | |
| "epoch": 19.71, | |
| "learning_rate": 3.651543624161074e-05, | |
| "loss": 0.009, | |
| "step": 8200 | |
| }, | |
| { | |
| "epoch": 19.95, | |
| "learning_rate": 3.597852348993289e-05, | |
| "loss": 0.0109, | |
| "step": 8300 | |
| }, | |
| { | |
| "epoch": 20.19, | |
| "learning_rate": 3.5441610738255035e-05, | |
| "loss": 0.0091, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 20.43, | |
| "learning_rate": 3.490469798657718e-05, | |
| "loss": 0.0094, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 20.43, | |
| "eval_accuracy": 0.9502216160927378, | |
| "eval_loss": 0.3207840025424957, | |
| "eval_runtime": 6.5583, | |
| "eval_samples_per_second": 252.961, | |
| "eval_steps_per_second": 31.715, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 20.67, | |
| "learning_rate": 3.436778523489933e-05, | |
| "loss": 0.0096, | |
| "step": 8600 | |
| }, | |
| { | |
| "epoch": 20.91, | |
| "learning_rate": 3.383087248322148e-05, | |
| "loss": 0.0093, | |
| "step": 8700 | |
| }, | |
| { | |
| "epoch": 21.15, | |
| "learning_rate": 3.329395973154363e-05, | |
| "loss": 0.0079, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 21.39, | |
| "learning_rate": 3.2757046979865776e-05, | |
| "loss": 0.0083, | |
| "step": 8900 | |
| }, | |
| { | |
| "epoch": 21.63, | |
| "learning_rate": 3.2220134228187925e-05, | |
| "loss": 0.0079, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 21.63, | |
| "eval_accuracy": 0.9491987725877941, | |
| "eval_loss": 0.33665016293525696, | |
| "eval_runtime": 6.5733, | |
| "eval_samples_per_second": 252.384, | |
| "eval_steps_per_second": 31.643, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 21.88, | |
| "learning_rate": 3.168322147651007e-05, | |
| "loss": 0.008, | |
| "step": 9100 | |
| }, | |
| { | |
| "epoch": 22.12, | |
| "learning_rate": 3.114630872483222e-05, | |
| "loss": 0.0086, | |
| "step": 9200 | |
| }, | |
| { | |
| "epoch": 22.36, | |
| "learning_rate": 3.060939597315436e-05, | |
| "loss": 0.0071, | |
| "step": 9300 | |
| }, | |
| { | |
| "epoch": 22.6, | |
| "learning_rate": 3.0077852348993293e-05, | |
| "loss": 0.0076, | |
| "step": 9400 | |
| }, | |
| { | |
| "epoch": 22.84, | |
| "learning_rate": 2.9540939597315438e-05, | |
| "loss": 0.0074, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 22.84, | |
| "eval_accuracy": 0.9497954312990112, | |
| "eval_loss": 0.3385924994945526, | |
| "eval_runtime": 6.533, | |
| "eval_samples_per_second": 253.942, | |
| "eval_steps_per_second": 31.838, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 23.08, | |
| "learning_rate": 2.9004026845637586e-05, | |
| "loss": 0.0076, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 23.32, | |
| "learning_rate": 2.8467114093959734e-05, | |
| "loss": 0.0059, | |
| "step": 9700 | |
| }, | |
| { | |
| "epoch": 23.56, | |
| "learning_rate": 2.7930201342281882e-05, | |
| "loss": 0.0061, | |
| "step": 9800 | |
| }, | |
| { | |
| "epoch": 23.8, | |
| "learning_rate": 2.739328859060403e-05, | |
| "loss": 0.0054, | |
| "step": 9900 | |
| }, | |
| { | |
| "epoch": 24.04, | |
| "learning_rate": 2.685637583892618e-05, | |
| "loss": 0.0057, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 24.04, | |
| "eval_accuracy": 0.9505909762473008, | |
| "eval_loss": 0.35995256900787354, | |
| "eval_runtime": 6.545, | |
| "eval_samples_per_second": 253.477, | |
| "eval_steps_per_second": 31.78, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 24.28, | |
| "learning_rate": 2.6319463087248324e-05, | |
| "loss": 0.0054, | |
| "step": 10100 | |
| }, | |
| { | |
| "epoch": 24.52, | |
| "learning_rate": 2.5782550335570472e-05, | |
| "loss": 0.0061, | |
| "step": 10200 | |
| }, | |
| { | |
| "epoch": 24.76, | |
| "learning_rate": 2.524563758389262e-05, | |
| "loss": 0.0057, | |
| "step": 10300 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "learning_rate": 2.470872483221477e-05, | |
| "loss": 0.006, | |
| "step": 10400 | |
| }, | |
| { | |
| "epoch": 25.24, | |
| "learning_rate": 2.4171812080536917e-05, | |
| "loss": 0.0052, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 25.24, | |
| "eval_accuracy": 0.9513865211955904, | |
| "eval_loss": 0.34160152077674866, | |
| "eval_runtime": 6.5426, | |
| "eval_samples_per_second": 253.569, | |
| "eval_steps_per_second": 31.792, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 25.48, | |
| "learning_rate": 2.3634899328859065e-05, | |
| "loss": 0.0047, | |
| "step": 10600 | |
| }, | |
| { | |
| "epoch": 25.72, | |
| "learning_rate": 2.3103355704697988e-05, | |
| "loss": 0.0054, | |
| "step": 10700 | |
| }, | |
| { | |
| "epoch": 25.96, | |
| "learning_rate": 2.2566442953020136e-05, | |
| "loss": 0.0048, | |
| "step": 10800 | |
| }, | |
| { | |
| "epoch": 26.2, | |
| "learning_rate": 2.202953020134228e-05, | |
| "loss": 0.0054, | |
| "step": 10900 | |
| }, | |
| { | |
| "epoch": 26.44, | |
| "learning_rate": 2.149261744966443e-05, | |
| "loss": 0.0038, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 26.44, | |
| "eval_accuracy": 0.950448914649392, | |
| "eval_loss": 0.35940098762512207, | |
| "eval_runtime": 6.5479, | |
| "eval_samples_per_second": 253.364, | |
| "eval_steps_per_second": 31.766, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 26.68, | |
| "learning_rate": 2.0955704697986578e-05, | |
| "loss": 0.0041, | |
| "step": 11100 | |
| }, | |
| { | |
| "epoch": 26.92, | |
| "learning_rate": 2.0418791946308726e-05, | |
| "loss": 0.0037, | |
| "step": 11200 | |
| }, | |
| { | |
| "epoch": 27.16, | |
| "learning_rate": 1.9881879194630874e-05, | |
| "loss": 0.004, | |
| "step": 11300 | |
| }, | |
| { | |
| "epoch": 27.4, | |
| "learning_rate": 1.9344966442953022e-05, | |
| "loss": 0.0047, | |
| "step": 11400 | |
| }, | |
| { | |
| "epoch": 27.64, | |
| "learning_rate": 1.880805369127517e-05, | |
| "loss": 0.0048, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 27.64, | |
| "eval_accuracy": 0.9511023979997727, | |
| "eval_loss": 0.35828909277915955, | |
| "eval_runtime": 6.5576, | |
| "eval_samples_per_second": 252.989, | |
| "eval_steps_per_second": 31.719, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 27.88, | |
| "learning_rate": 1.8271140939597316e-05, | |
| "loss": 0.0036, | |
| "step": 11600 | |
| }, | |
| { | |
| "epoch": 28.12, | |
| "learning_rate": 1.7734228187919464e-05, | |
| "loss": 0.0031, | |
| "step": 11700 | |
| }, | |
| { | |
| "epoch": 28.37, | |
| "learning_rate": 1.7197315436241612e-05, | |
| "loss": 0.0032, | |
| "step": 11800 | |
| }, | |
| { | |
| "epoch": 28.61, | |
| "learning_rate": 1.666040268456376e-05, | |
| "loss": 0.0035, | |
| "step": 11900 | |
| }, | |
| { | |
| "epoch": 28.85, | |
| "learning_rate": 1.612348993288591e-05, | |
| "loss": 0.0033, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 28.85, | |
| "eval_accuracy": 0.9508466871235368, | |
| "eval_loss": 0.3843555748462677, | |
| "eval_runtime": 6.5421, | |
| "eval_samples_per_second": 253.588, | |
| "eval_steps_per_second": 31.794, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 29.09, | |
| "learning_rate": 1.5586577181208057e-05, | |
| "loss": 0.0035, | |
| "step": 12100 | |
| }, | |
| { | |
| "epoch": 29.33, | |
| "learning_rate": 1.5049664429530202e-05, | |
| "loss": 0.0031, | |
| "step": 12200 | |
| }, | |
| { | |
| "epoch": 29.57, | |
| "learning_rate": 1.451275167785235e-05, | |
| "loss": 0.0029, | |
| "step": 12300 | |
| }, | |
| { | |
| "epoch": 29.81, | |
| "learning_rate": 1.3981208053691275e-05, | |
| "loss": 0.003, | |
| "step": 12400 | |
| }, | |
| { | |
| "epoch": 30.05, | |
| "learning_rate": 1.3444295302013423e-05, | |
| "loss": 0.0036, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 30.05, | |
| "eval_accuracy": 0.951187634958518, | |
| "eval_loss": 0.37571844458580017, | |
| "eval_runtime": 6.5956, | |
| "eval_samples_per_second": 251.531, | |
| "eval_steps_per_second": 31.536, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 30.29, | |
| "learning_rate": 1.2907382550335571e-05, | |
| "loss": 0.0034, | |
| "step": 12600 | |
| }, | |
| { | |
| "epoch": 30.53, | |
| "learning_rate": 1.2370469798657718e-05, | |
| "loss": 0.0025, | |
| "step": 12700 | |
| }, | |
| { | |
| "epoch": 30.77, | |
| "learning_rate": 1.1833557046979866e-05, | |
| "loss": 0.0025, | |
| "step": 12800 | |
| }, | |
| { | |
| "epoch": 31.01, | |
| "learning_rate": 1.1296644295302015e-05, | |
| "loss": 0.0028, | |
| "step": 12900 | |
| }, | |
| { | |
| "epoch": 31.25, | |
| "learning_rate": 1.0759731543624161e-05, | |
| "loss": 0.0025, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 31.25, | |
| "eval_accuracy": 0.9515285827934993, | |
| "eval_loss": 0.38056984543800354, | |
| "eval_runtime": 6.5762, | |
| "eval_samples_per_second": 252.275, | |
| "eval_steps_per_second": 31.629, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 31.49, | |
| "learning_rate": 1.022281879194631e-05, | |
| "loss": 0.0021, | |
| "step": 13100 | |
| }, | |
| { | |
| "epoch": 31.73, | |
| "learning_rate": 9.685906040268458e-06, | |
| "loss": 0.0022, | |
| "step": 13200 | |
| }, | |
| { | |
| "epoch": 31.97, | |
| "learning_rate": 9.148993288590606e-06, | |
| "loss": 0.0026, | |
| "step": 13300 | |
| }, | |
| { | |
| "epoch": 32.21, | |
| "learning_rate": 8.612080536912752e-06, | |
| "loss": 0.0019, | |
| "step": 13400 | |
| }, | |
| { | |
| "epoch": 32.45, | |
| "learning_rate": 8.0751677852349e-06, | |
| "loss": 0.0018, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 32.45, | |
| "eval_accuracy": 0.9526082509376066, | |
| "eval_loss": 0.3810262680053711, | |
| "eval_runtime": 6.5701, | |
| "eval_samples_per_second": 252.508, | |
| "eval_steps_per_second": 31.659, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 32.69, | |
| "learning_rate": 7.538255033557048e-06, | |
| "loss": 0.0021, | |
| "step": 13600 | |
| }, | |
| { | |
| "epoch": 32.93, | |
| "learning_rate": 7.001342281879195e-06, | |
| "loss": 0.0022, | |
| "step": 13700 | |
| }, | |
| { | |
| "epoch": 33.17, | |
| "learning_rate": 6.464429530201343e-06, | |
| "loss": 0.0017, | |
| "step": 13800 | |
| }, | |
| { | |
| "epoch": 33.41, | |
| "learning_rate": 5.92751677852349e-06, | |
| "loss": 0.0022, | |
| "step": 13900 | |
| }, | |
| { | |
| "epoch": 33.65, | |
| "learning_rate": 5.390604026845638e-06, | |
| "loss": 0.0016, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 33.65, | |
| "eval_accuracy": 0.9529491987725878, | |
| "eval_loss": 0.37525418400764465, | |
| "eval_runtime": 6.5513, | |
| "eval_samples_per_second": 253.233, | |
| "eval_steps_per_second": 31.75, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 33.89, | |
| "learning_rate": 4.853691275167786e-06, | |
| "loss": 0.0017, | |
| "step": 14100 | |
| }, | |
| { | |
| "epoch": 34.13, | |
| "learning_rate": 4.316778523489933e-06, | |
| "loss": 0.0018, | |
| "step": 14200 | |
| }, | |
| { | |
| "epoch": 34.38, | |
| "learning_rate": 3.7798657718120806e-06, | |
| "loss": 0.0016, | |
| "step": 14300 | |
| }, | |
| { | |
| "epoch": 34.62, | |
| "learning_rate": 3.2429530201342284e-06, | |
| "loss": 0.0019, | |
| "step": 14400 | |
| }, | |
| { | |
| "epoch": 34.86, | |
| "learning_rate": 2.706040268456376e-06, | |
| "loss": 0.0014, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 34.86, | |
| "eval_accuracy": 0.95266507557677, | |
| "eval_loss": 0.37661275267601013, | |
| "eval_runtime": 6.5633, | |
| "eval_samples_per_second": 252.77, | |
| "eval_steps_per_second": 31.692, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 35.1, | |
| "learning_rate": 2.1691275167785236e-06, | |
| "loss": 0.0017, | |
| "step": 14600 | |
| }, | |
| { | |
| "epoch": 35.34, | |
| "learning_rate": 1.6322147651006712e-06, | |
| "loss": 0.0015, | |
| "step": 14700 | |
| }, | |
| { | |
| "epoch": 35.58, | |
| "learning_rate": 1.0953020134228189e-06, | |
| "loss": 0.0017, | |
| "step": 14800 | |
| }, | |
| { | |
| "epoch": 35.82, | |
| "learning_rate": 5.583892617449665e-07, | |
| "loss": 0.0013, | |
| "step": 14900 | |
| }, | |
| { | |
| "epoch": 36.06, | |
| "learning_rate": 2.1476510067114093e-08, | |
| "loss": 0.0011, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 36.06, | |
| "eval_accuracy": 0.9524661893396977, | |
| "eval_loss": 0.3779400885105133, | |
| "eval_runtime": 6.5493, | |
| "eval_samples_per_second": 253.31, | |
| "eval_steps_per_second": 31.759, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 36.06, | |
| "step": 15000, | |
| "total_flos": 7.878113593860096e+16, | |
| "train_loss": 0.05964354458153248, | |
| "train_runtime": 2290.905, | |
| "train_samples_per_second": 209.524, | |
| "train_steps_per_second": 6.548 | |
| } | |
| ], | |
| "max_steps": 15000, | |
| "num_train_epochs": 37, | |
| "total_flos": 7.878113593860096e+16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |