| { | |
| "best_metric": 4.352972984313965, | |
| "best_model_checkpoint": "models/GPT2_more_function_42/checkpoint-64170", | |
| "epoch": 10.0, | |
| "global_step": 64170, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 1e-05, | |
| "loss": 8.1748, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 2e-05, | |
| "loss": 6.8699, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 3e-05, | |
| "loss": 6.4168, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 4e-05, | |
| "loss": 6.0866, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 5e-05, | |
| "loss": 5.833, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 6e-05, | |
| "loss": 5.6351, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.18935705555889484, | |
| "eval_loss": 5.409687519073486, | |
| "eval_runtime": 1.9348, | |
| "eval_samples_per_second": 609.359, | |
| "eval_steps_per_second": 5.168, | |
| "step": 6417 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "learning_rate": 7e-05, | |
| "loss": 5.4639, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 8e-05, | |
| "loss": 5.329, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 9e-05, | |
| "loss": 5.2228, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 0.0001, | |
| "loss": 5.1325, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "learning_rate": 9.815580579656637e-05, | |
| "loss": 5.0529, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 1.87, | |
| "learning_rate": 9.630976555288906e-05, | |
| "loss": 4.9863, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.22439943098715714, | |
| "eval_loss": 4.842624187469482, | |
| "eval_runtime": 1.9956, | |
| "eval_samples_per_second": 590.792, | |
| "eval_steps_per_second": 5.011, | |
| "step": 12834 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 9.446557134945542e-05, | |
| "loss": 4.9242, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "learning_rate": 9.26195311057781e-05, | |
| "loss": 4.8479, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "learning_rate": 9.077533690234448e-05, | |
| "loss": 4.8167, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 2.49, | |
| "learning_rate": 8.892929665866716e-05, | |
| "loss": 4.7852, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 8.708510245523353e-05, | |
| "loss": 4.7617, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 8.523906221155622e-05, | |
| "loss": 4.7371, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "learning_rate": 8.339486800812258e-05, | |
| "loss": 4.7136, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.24054817575284004, | |
| "eval_loss": 4.642277240753174, | |
| "eval_runtime": 2.2287, | |
| "eval_samples_per_second": 529.009, | |
| "eval_steps_per_second": 4.487, | |
| "step": 19251 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 8.154882776444527e-05, | |
| "loss": 4.6459, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 3.27, | |
| "learning_rate": 7.970463356101163e-05, | |
| "loss": 4.6241, | |
| "step": 21000 | |
| }, | |
| { | |
| "epoch": 3.43, | |
| "learning_rate": 7.785859331733432e-05, | |
| "loss": 4.6143, | |
| "step": 22000 | |
| }, | |
| { | |
| "epoch": 3.58, | |
| "learning_rate": 7.60143991139007e-05, | |
| "loss": 4.6051, | |
| "step": 23000 | |
| }, | |
| { | |
| "epoch": 3.74, | |
| "learning_rate": 7.416835887022337e-05, | |
| "loss": 4.5945, | |
| "step": 24000 | |
| }, | |
| { | |
| "epoch": 3.9, | |
| "learning_rate": 7.232416466678975e-05, | |
| "loss": 4.584, | |
| "step": 25000 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.24919690382213674, | |
| "eval_loss": 4.539839267730713, | |
| "eval_runtime": 1.952, | |
| "eval_samples_per_second": 603.996, | |
| "eval_steps_per_second": 5.123, | |
| "step": 25668 | |
| }, | |
| { | |
| "epoch": 4.05, | |
| "learning_rate": 7.047812442311242e-05, | |
| "loss": 4.5485, | |
| "step": 26000 | |
| }, | |
| { | |
| "epoch": 4.21, | |
| "learning_rate": 6.863393021967878e-05, | |
| "loss": 4.501, | |
| "step": 27000 | |
| }, | |
| { | |
| "epoch": 4.36, | |
| "learning_rate": 6.678788997600149e-05, | |
| "loss": 4.5013, | |
| "step": 28000 | |
| }, | |
| { | |
| "epoch": 4.52, | |
| "learning_rate": 6.494369577256785e-05, | |
| "loss": 4.4983, | |
| "step": 29000 | |
| }, | |
| { | |
| "epoch": 4.68, | |
| "learning_rate": 6.309765552889054e-05, | |
| "loss": 4.4939, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 4.83, | |
| "learning_rate": 6.12534613254569e-05, | |
| "loss": 4.4905, | |
| "step": 31000 | |
| }, | |
| { | |
| "epoch": 4.99, | |
| "learning_rate": 5.940742108177959e-05, | |
| "loss": 4.4834, | |
| "step": 32000 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.25477349682434736, | |
| "eval_loss": 4.477753639221191, | |
| "eval_runtime": 1.951, | |
| "eval_samples_per_second": 604.311, | |
| "eval_steps_per_second": 5.126, | |
| "step": 32085 | |
| }, | |
| { | |
| "epoch": 5.14, | |
| "learning_rate": 5.7563226878345955e-05, | |
| "loss": 4.4151, | |
| "step": 33000 | |
| }, | |
| { | |
| "epoch": 5.3, | |
| "learning_rate": 5.571718663466864e-05, | |
| "loss": 4.4147, | |
| "step": 34000 | |
| }, | |
| { | |
| "epoch": 5.45, | |
| "learning_rate": 5.3872992431235006e-05, | |
| "loss": 4.4158, | |
| "step": 35000 | |
| }, | |
| { | |
| "epoch": 5.61, | |
| "learning_rate": 5.202695218755769e-05, | |
| "loss": 4.4175, | |
| "step": 36000 | |
| }, | |
| { | |
| "epoch": 5.77, | |
| "learning_rate": 5.018275798412405e-05, | |
| "loss": 4.4135, | |
| "step": 37000 | |
| }, | |
| { | |
| "epoch": 5.92, | |
| "learning_rate": 4.833671774044675e-05, | |
| "loss": 4.4098, | |
| "step": 38000 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.25882737940200223, | |
| "eval_loss": 4.433998107910156, | |
| "eval_runtime": 1.9481, | |
| "eval_samples_per_second": 605.217, | |
| "eval_steps_per_second": 5.133, | |
| "step": 38502 | |
| }, | |
| { | |
| "epoch": 6.08, | |
| "learning_rate": 4.6492523537013114e-05, | |
| "loss": 4.3737, | |
| "step": 39000 | |
| }, | |
| { | |
| "epoch": 6.23, | |
| "learning_rate": 4.46464832933358e-05, | |
| "loss": 4.344, | |
| "step": 40000 | |
| }, | |
| { | |
| "epoch": 6.39, | |
| "learning_rate": 4.2802289089902164e-05, | |
| "loss": 4.3508, | |
| "step": 41000 | |
| }, | |
| { | |
| "epoch": 6.55, | |
| "learning_rate": 4.095624884622485e-05, | |
| "loss": 4.3525, | |
| "step": 42000 | |
| }, | |
| { | |
| "epoch": 6.7, | |
| "learning_rate": 3.9112054642791215e-05, | |
| "loss": 4.3499, | |
| "step": 43000 | |
| }, | |
| { | |
| "epoch": 6.86, | |
| "learning_rate": 3.7266014399113905e-05, | |
| "loss": 4.3491, | |
| "step": 44000 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.26216665664883493, | |
| "eval_loss": 4.400253772735596, | |
| "eval_runtime": 1.9465, | |
| "eval_samples_per_second": 605.701, | |
| "eval_steps_per_second": 5.137, | |
| "step": 44919 | |
| }, | |
| { | |
| "epoch": 7.01, | |
| "learning_rate": 3.5421820195680266e-05, | |
| "loss": 4.3435, | |
| "step": 45000 | |
| }, | |
| { | |
| "epoch": 7.17, | |
| "learning_rate": 3.3575779952002956e-05, | |
| "loss": 4.2852, | |
| "step": 46000 | |
| }, | |
| { | |
| "epoch": 7.32, | |
| "learning_rate": 3.173158574856932e-05, | |
| "loss": 4.293, | |
| "step": 47000 | |
| }, | |
| { | |
| "epoch": 7.48, | |
| "learning_rate": 2.988554550489201e-05, | |
| "loss": 4.292, | |
| "step": 48000 | |
| }, | |
| { | |
| "epoch": 7.64, | |
| "learning_rate": 2.8041351301458374e-05, | |
| "loss": 4.296, | |
| "step": 49000 | |
| }, | |
| { | |
| "epoch": 7.79, | |
| "learning_rate": 2.6195311057781064e-05, | |
| "loss": 4.2944, | |
| "step": 50000 | |
| }, | |
| { | |
| "epoch": 7.95, | |
| "learning_rate": 2.4351116854347424e-05, | |
| "loss": 4.2949, | |
| "step": 51000 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.26415686588794723, | |
| "eval_loss": 4.378811359405518, | |
| "eval_runtime": 1.9499, | |
| "eval_samples_per_second": 604.653, | |
| "eval_steps_per_second": 5.129, | |
| "step": 51336 | |
| }, | |
| { | |
| "epoch": 8.1, | |
| "learning_rate": 2.2505076610670114e-05, | |
| "loss": 4.2537, | |
| "step": 52000 | |
| }, | |
| { | |
| "epoch": 8.26, | |
| "learning_rate": 2.0660882407236478e-05, | |
| "loss": 4.2437, | |
| "step": 53000 | |
| }, | |
| { | |
| "epoch": 8.42, | |
| "learning_rate": 1.8814842163559165e-05, | |
| "loss": 4.2463, | |
| "step": 54000 | |
| }, | |
| { | |
| "epoch": 8.57, | |
| "learning_rate": 1.6970647960125532e-05, | |
| "loss": 4.2466, | |
| "step": 55000 | |
| }, | |
| { | |
| "epoch": 8.73, | |
| "learning_rate": 1.5124607716448219e-05, | |
| "loss": 4.2481, | |
| "step": 56000 | |
| }, | |
| { | |
| "epoch": 8.88, | |
| "learning_rate": 1.3280413513014583e-05, | |
| "loss": 4.2459, | |
| "step": 57000 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.2666880380410464, | |
| "eval_loss": 4.360716819763184, | |
| "eval_runtime": 1.9472, | |
| "eval_samples_per_second": 605.483, | |
| "eval_steps_per_second": 5.136, | |
| "step": 57753 | |
| }, | |
| { | |
| "epoch": 9.04, | |
| "learning_rate": 1.1434373269337271e-05, | |
| "loss": 4.234, | |
| "step": 58000 | |
| }, | |
| { | |
| "epoch": 9.19, | |
| "learning_rate": 9.590179065903637e-06, | |
| "loss": 4.2034, | |
| "step": 59000 | |
| }, | |
| { | |
| "epoch": 9.35, | |
| "learning_rate": 7.744138822226325e-06, | |
| "loss": 4.2049, | |
| "step": 60000 | |
| }, | |
| { | |
| "epoch": 9.51, | |
| "learning_rate": 5.899944618792691e-06, | |
| "loss": 4.2057, | |
| "step": 61000 | |
| }, | |
| { | |
| "epoch": 9.66, | |
| "learning_rate": 4.0539043751153775e-06, | |
| "loss": 4.2062, | |
| "step": 62000 | |
| }, | |
| { | |
| "epoch": 9.82, | |
| "learning_rate": 2.209710171681743e-06, | |
| "loss": 4.2061, | |
| "step": 63000 | |
| }, | |
| { | |
| "epoch": 9.97, | |
| "learning_rate": 3.636699280044305e-07, | |
| "loss": 4.2045, | |
| "step": 64000 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_accuracy": 0.2669818944387677, | |
| "eval_loss": 4.352972984313965, | |
| "eval_runtime": 1.9405, | |
| "eval_samples_per_second": 607.582, | |
| "eval_steps_per_second": 5.153, | |
| "step": 64170 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "step": 64170, | |
| "total_flos": 5.36497864704e+17, | |
| "train_loss": 4.696024066056532, | |
| "train_runtime": 27954.6258, | |
| "train_samples_per_second": 293.798, | |
| "train_steps_per_second": 2.296 | |
| } | |
| ], | |
| "max_steps": 64170, | |
| "num_train_epochs": 10, | |
| "total_flos": 5.36497864704e+17, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |