| { | |
| "best_metric": 29.294196353905335, | |
| "best_model_checkpoint": "/scratch/mrahma45/pixel/finetuned_models/bert/bert-base-finetuned-parsing-ud-Korean-GSD/checkpoint-1500", | |
| "epoch": 28.985507246376812, | |
| "global_step": 4000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 7.52e-05, | |
| "loss": 4.639, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 7.949530201342283e-05, | |
| "loss": 3.2377, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 7.895838926174497e-05, | |
| "loss": 3.0918, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "learning_rate": 7.842147651006712e-05, | |
| "loss": 2.9885, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "learning_rate": 7.788456375838927e-05, | |
| "loss": 2.9165, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "eval_las": 27.86419133634387, | |
| "eval_loss": 2.9203531742095947, | |
| "eval_runtime": 6.1866, | |
| "eval_samples_per_second": 153.558, | |
| "eval_steps_per_second": 19.235, | |
| "eval_uas": 44.94062552266265, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 4.35, | |
| "learning_rate": 7.734765100671142e-05, | |
| "loss": 2.8823, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 5.07, | |
| "learning_rate": 7.681073825503357e-05, | |
| "loss": 2.8323, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 5.8, | |
| "learning_rate": 7.627382550335572e-05, | |
| "loss": 2.7932, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 6.52, | |
| "learning_rate": 7.573691275167786e-05, | |
| "loss": 2.753, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 7.25, | |
| "learning_rate": 7.52e-05, | |
| "loss": 2.7026, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 7.25, | |
| "eval_las": 29.118581702625857, | |
| "eval_loss": 2.91562819480896, | |
| "eval_runtime": 6.1737, | |
| "eval_samples_per_second": 153.878, | |
| "eval_steps_per_second": 19.275, | |
| "eval_uas": 46.52115738417796, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 7.97, | |
| "learning_rate": 7.466308724832215e-05, | |
| "loss": 2.6742, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 8.7, | |
| "learning_rate": 7.41261744966443e-05, | |
| "loss": 2.5757, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 9.42, | |
| "learning_rate": 7.358926174496644e-05, | |
| "loss": 2.5635, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 10.14, | |
| "learning_rate": 7.305234899328859e-05, | |
| "loss": 2.5617, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 10.87, | |
| "learning_rate": 7.251543624161074e-05, | |
| "loss": 2.4701, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 10.87, | |
| "eval_las": 29.294196353905335, | |
| "eval_loss": 3.0349910259246826, | |
| "eval_runtime": 6.1916, | |
| "eval_samples_per_second": 153.433, | |
| "eval_steps_per_second": 19.219, | |
| "eval_uas": 47.00618832580699, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 11.59, | |
| "learning_rate": 7.197852348993289e-05, | |
| "loss": 2.3668, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 12.32, | |
| "learning_rate": 7.144161073825504e-05, | |
| "loss": 2.3771, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 13.04, | |
| "learning_rate": 7.090469798657718e-05, | |
| "loss": 2.3208, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 13.77, | |
| "learning_rate": 7.036778523489933e-05, | |
| "loss": 2.2402, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 14.49, | |
| "learning_rate": 6.983087248322148e-05, | |
| "loss": 2.1529, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 14.49, | |
| "eval_las": 29.0600434855327, | |
| "eval_loss": 3.292515277862549, | |
| "eval_runtime": 6.1874, | |
| "eval_samples_per_second": 153.538, | |
| "eval_steps_per_second": 19.233, | |
| "eval_uas": 47.09817695266767, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 15.22, | |
| "learning_rate": 6.929395973154363e-05, | |
| "loss": 2.1538, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 15.94, | |
| "learning_rate": 6.875704697986578e-05, | |
| "loss": 2.0934, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 16.67, | |
| "learning_rate": 6.822013422818793e-05, | |
| "loss": 1.9925, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 17.39, | |
| "learning_rate": 6.768322147651007e-05, | |
| "loss": 1.9471, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 18.12, | |
| "learning_rate": 6.714630872483222e-05, | |
| "loss": 1.9399, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 18.12, | |
| "eval_las": 28.85934102692758, | |
| "eval_loss": 3.839879274368286, | |
| "eval_runtime": 6.1995, | |
| "eval_samples_per_second": 153.237, | |
| "eval_steps_per_second": 19.195, | |
| "eval_uas": 46.28700451580532, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 18.84, | |
| "learning_rate": 6.660939597315437e-05, | |
| "loss": 1.8651, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 19.57, | |
| "learning_rate": 6.607248322147652e-05, | |
| "loss": 1.7929, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 20.29, | |
| "learning_rate": 6.553557046979867e-05, | |
| "loss": 1.7378, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 21.01, | |
| "learning_rate": 6.499865771812081e-05, | |
| "loss": 1.7862, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 21.74, | |
| "learning_rate": 6.446174496644296e-05, | |
| "loss": 1.6585, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 21.74, | |
| "eval_las": 28.349222277972906, | |
| "eval_loss": 4.253769397735596, | |
| "eval_runtime": 6.1742, | |
| "eval_samples_per_second": 153.865, | |
| "eval_steps_per_second": 19.274, | |
| "eval_uas": 45.63472152533868, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 22.46, | |
| "learning_rate": 6.392483221476511e-05, | |
| "loss": 1.6568, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 23.19, | |
| "learning_rate": 6.338791946308726e-05, | |
| "loss": 1.625, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 23.91, | |
| "learning_rate": 6.28510067114094e-05, | |
| "loss": 1.628, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 24.64, | |
| "learning_rate": 6.231409395973154e-05, | |
| "loss": 1.5299, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 25.36, | |
| "learning_rate": 6.177718120805369e-05, | |
| "loss": 1.5284, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 25.36, | |
| "eval_las": 28.6001003512293, | |
| "eval_loss": 4.6269941329956055, | |
| "eval_runtime": 6.1796, | |
| "eval_samples_per_second": 153.733, | |
| "eval_steps_per_second": 19.257, | |
| "eval_uas": 45.37548084964041, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 26.09, | |
| "learning_rate": 6.124026845637584e-05, | |
| "loss": 1.5192, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 26.81, | |
| "learning_rate": 6.070335570469799e-05, | |
| "loss": 1.4848, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 27.54, | |
| "learning_rate": 6.0166442953020136e-05, | |
| "loss": 1.4342, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 28.26, | |
| "learning_rate": 5.962953020134229e-05, | |
| "loss": 1.418, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 28.99, | |
| "learning_rate": 5.909261744966444e-05, | |
| "loss": 1.4311, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 28.99, | |
| "eval_las": 28.299046663321626, | |
| "eval_loss": 4.774014472961426, | |
| "eval_runtime": 6.1783, | |
| "eval_samples_per_second": 153.765, | |
| "eval_steps_per_second": 19.261, | |
| "eval_uas": 45.16641578859341, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 28.99, | |
| "step": 4000, | |
| "total_flos": 2.1298234165100544e+16, | |
| "train_loss": 2.234064235687256, | |
| "train_runtime": 2087.3588, | |
| "train_samples_per_second": 229.956, | |
| "train_steps_per_second": 7.186 | |
| } | |
| ], | |
| "max_steps": 15000, | |
| "num_train_epochs": 109, | |
| "total_flos": 2.1298234165100544e+16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |