| { | |
| "best_metric": 0.49747875332832336, | |
| "best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e4l57-l/checkpoint-20000", | |
| "epoch": 3.6845983787767134, | |
| "eval_steps": 500, | |
| "global_step": 20000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.09211495946941783, | |
| "grad_norm": 3.0293657779693604, | |
| "learning_rate": 4.884856300663227e-07, | |
| "loss": 0.271, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.09211495946941783, | |
| "eval_loss": 1.069305419921875, | |
| "eval_runtime": 75.1409, | |
| "eval_samples_per_second": 16.063, | |
| "eval_steps_per_second": 2.01, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.18422991893883567, | |
| "grad_norm": 7.3040852546691895, | |
| "learning_rate": 4.769712601326456e-07, | |
| "loss": 0.2493, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.18422991893883567, | |
| "eval_loss": 0.9427077770233154, | |
| "eval_runtime": 74.8926, | |
| "eval_samples_per_second": 16.116, | |
| "eval_steps_per_second": 2.016, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.2763448784082535, | |
| "grad_norm": 0.020736657083034515, | |
| "learning_rate": 4.654568901989683e-07, | |
| "loss": 0.2348, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.2763448784082535, | |
| "eval_loss": 0.8726764917373657, | |
| "eval_runtime": 76.6621, | |
| "eval_samples_per_second": 15.744, | |
| "eval_steps_per_second": 1.97, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.36845983787767134, | |
| "grad_norm": 5.3738909628009424e-05, | |
| "learning_rate": 4.5394252026529107e-07, | |
| "loss": 0.1552, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.36845983787767134, | |
| "eval_loss": 0.8325753808021545, | |
| "eval_runtime": 76.6127, | |
| "eval_samples_per_second": 15.755, | |
| "eval_steps_per_second": 1.971, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.46057479734708917, | |
| "grad_norm": 404.510009765625, | |
| "learning_rate": 4.4242815033161386e-07, | |
| "loss": 0.1753, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 0.46057479734708917, | |
| "eval_loss": 0.7550467848777771, | |
| "eval_runtime": 76.8024, | |
| "eval_samples_per_second": 15.716, | |
| "eval_steps_per_second": 1.966, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 0.552689756816507, | |
| "grad_norm": 370.7579650878906, | |
| "learning_rate": 4.3091378039793665e-07, | |
| "loss": 0.1659, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 0.552689756816507, | |
| "eval_loss": 0.719167172908783, | |
| "eval_runtime": 76.6327, | |
| "eval_samples_per_second": 15.75, | |
| "eval_steps_per_second": 1.97, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 0.6448047162859248, | |
| "grad_norm": 24.97766876220703, | |
| "learning_rate": 4.193994104642594e-07, | |
| "loss": 0.105, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 0.6448047162859248, | |
| "eval_loss": 0.7117515802383423, | |
| "eval_runtime": 77.1286, | |
| "eval_samples_per_second": 15.649, | |
| "eval_steps_per_second": 1.958, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 0.7369196757553427, | |
| "grad_norm": 305.62060546875, | |
| "learning_rate": 4.0788504053058217e-07, | |
| "loss": 0.1336, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 0.7369196757553427, | |
| "eval_loss": 0.6952972412109375, | |
| "eval_runtime": 76.7253, | |
| "eval_samples_per_second": 15.731, | |
| "eval_steps_per_second": 1.968, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 0.8290346352247605, | |
| "grad_norm": 506.12237548828125, | |
| "learning_rate": 3.9637067059690496e-07, | |
| "loss": 0.1154, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 0.8290346352247605, | |
| "eval_loss": 0.6744509935379028, | |
| "eval_runtime": 76.9493, | |
| "eval_samples_per_second": 15.686, | |
| "eval_steps_per_second": 1.962, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 0.9211495946941783, | |
| "grad_norm": 8.823301322991028e-05, | |
| "learning_rate": 3.8485630066322774e-07, | |
| "loss": 0.108, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 0.9211495946941783, | |
| "eval_loss": 0.6559990048408508, | |
| "eval_runtime": 75.2391, | |
| "eval_samples_per_second": 16.042, | |
| "eval_steps_per_second": 2.007, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 1.013264554163596, | |
| "grad_norm": 0.0008560372516512871, | |
| "learning_rate": 3.733419307295504e-07, | |
| "loss": 0.1106, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 1.013264554163596, | |
| "eval_loss": 0.6367496848106384, | |
| "eval_runtime": 77.0031, | |
| "eval_samples_per_second": 15.675, | |
| "eval_steps_per_second": 1.961, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 1.105379513633014, | |
| "grad_norm": 0.04510360211133957, | |
| "learning_rate": 3.618275607958732e-07, | |
| "loss": 0.0591, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 1.105379513633014, | |
| "eval_loss": 0.6259325742721558, | |
| "eval_runtime": 75.2787, | |
| "eval_samples_per_second": 16.034, | |
| "eval_steps_per_second": 2.006, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 1.1974944731024317, | |
| "grad_norm": 0.0005158882704563439, | |
| "learning_rate": 3.50313190862196e-07, | |
| "loss": 0.0745, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 1.1974944731024317, | |
| "eval_loss": 0.6209793090820312, | |
| "eval_runtime": 77.1989, | |
| "eval_samples_per_second": 15.635, | |
| "eval_steps_per_second": 1.956, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 1.2896094325718497, | |
| "grad_norm": 3.5883346072296263e-07, | |
| "learning_rate": 3.387988209285188e-07, | |
| "loss": 0.0502, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 1.2896094325718497, | |
| "eval_loss": 0.6133300065994263, | |
| "eval_runtime": 75.1116, | |
| "eval_samples_per_second": 16.069, | |
| "eval_steps_per_second": 2.01, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 1.3817243920412676, | |
| "grad_norm": 21.66597557067871, | |
| "learning_rate": 3.272844509948415e-07, | |
| "loss": 0.079, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 1.3817243920412676, | |
| "eval_loss": 0.6006803512573242, | |
| "eval_runtime": 75.0086, | |
| "eval_samples_per_second": 16.091, | |
| "eval_steps_per_second": 2.013, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 1.4738393515106853, | |
| "grad_norm": 7.992870814632624e-05, | |
| "learning_rate": 3.157700810611643e-07, | |
| "loss": 0.0776, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 1.4738393515106853, | |
| "eval_loss": 0.5866427421569824, | |
| "eval_runtime": 75.6702, | |
| "eval_samples_per_second": 15.951, | |
| "eval_steps_per_second": 1.996, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 1.565954310980103, | |
| "grad_norm": 0.0010381735628470778, | |
| "learning_rate": 3.042557111274871e-07, | |
| "loss": 0.0492, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 1.565954310980103, | |
| "eval_loss": 0.5679212212562561, | |
| "eval_runtime": 75.0643, | |
| "eval_samples_per_second": 16.08, | |
| "eval_steps_per_second": 2.012, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 1.658069270449521, | |
| "grad_norm": 1.733377956725235e-07, | |
| "learning_rate": 2.927413411938099e-07, | |
| "loss": 0.0794, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 1.658069270449521, | |
| "eval_loss": 0.5761673450469971, | |
| "eval_runtime": 76.2738, | |
| "eval_samples_per_second": 15.825, | |
| "eval_steps_per_second": 1.98, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 1.750184229918939, | |
| "grad_norm": 3.1063287359023306e-11, | |
| "learning_rate": 2.812269712601326e-07, | |
| "loss": 0.0677, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 1.750184229918939, | |
| "eval_loss": 0.5565799474716187, | |
| "eval_runtime": 75.6897, | |
| "eval_samples_per_second": 15.947, | |
| "eval_steps_per_second": 1.995, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 1.8422991893883567, | |
| "grad_norm": 0.00010032750287791714, | |
| "learning_rate": 2.697126013264554e-07, | |
| "loss": 0.0566, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 1.8422991893883567, | |
| "eval_loss": 0.5482199192047119, | |
| "eval_runtime": 75.0029, | |
| "eval_samples_per_second": 16.093, | |
| "eval_steps_per_second": 2.013, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 1.9344141488577744, | |
| "grad_norm": 5.553330595375883e-08, | |
| "learning_rate": 2.581982313927782e-07, | |
| "loss": 0.0828, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 1.9344141488577744, | |
| "eval_loss": 0.5500391125679016, | |
| "eval_runtime": 76.2612, | |
| "eval_samples_per_second": 15.827, | |
| "eval_steps_per_second": 1.98, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 2.026529108327192, | |
| "grad_norm": 1.5537947319899104e-06, | |
| "learning_rate": 2.466838614591009e-07, | |
| "loss": 0.0573, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 2.026529108327192, | |
| "eval_loss": 0.5341849327087402, | |
| "eval_runtime": 75.6131, | |
| "eval_samples_per_second": 15.963, | |
| "eval_steps_per_second": 1.997, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 2.1186440677966103, | |
| "grad_norm": 36.10622024536133, | |
| "learning_rate": 2.3516949152542374e-07, | |
| "loss": 0.0401, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 2.1186440677966103, | |
| "eval_loss": 0.5351412296295166, | |
| "eval_runtime": 74.8873, | |
| "eval_samples_per_second": 16.118, | |
| "eval_steps_per_second": 2.016, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 2.210759027266028, | |
| "grad_norm": 0.49580878019332886, | |
| "learning_rate": 2.236551215917465e-07, | |
| "loss": 0.0152, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 2.210759027266028, | |
| "eval_loss": 0.5349487662315369, | |
| "eval_runtime": 76.3109, | |
| "eval_samples_per_second": 15.817, | |
| "eval_steps_per_second": 1.979, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 2.3028739867354457, | |
| "grad_norm": 1.7469781637191772, | |
| "learning_rate": 2.1214075165806928e-07, | |
| "loss": 0.0638, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 2.3028739867354457, | |
| "eval_loss": 0.531768798828125, | |
| "eval_runtime": 75.5712, | |
| "eval_samples_per_second": 15.972, | |
| "eval_steps_per_second": 1.998, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 2.3949889462048635, | |
| "grad_norm": 0.0006845183088444173, | |
| "learning_rate": 2.0062638172439202e-07, | |
| "loss": 0.0488, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 2.3949889462048635, | |
| "eval_loss": 0.530552089214325, | |
| "eval_runtime": 75.6479, | |
| "eval_samples_per_second": 15.955, | |
| "eval_steps_per_second": 1.996, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 2.4871039056742816, | |
| "grad_norm": 0.0002451306500006467, | |
| "learning_rate": 1.891120117907148e-07, | |
| "loss": 0.0456, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 2.4871039056742816, | |
| "eval_loss": 0.5211473107337952, | |
| "eval_runtime": 76.4401, | |
| "eval_samples_per_second": 15.79, | |
| "eval_steps_per_second": 1.975, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 2.5792188651436994, | |
| "grad_norm": 0.003609905717894435, | |
| "learning_rate": 1.7759764185703757e-07, | |
| "loss": 0.0264, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 2.5792188651436994, | |
| "eval_loss": 0.5193639993667603, | |
| "eval_runtime": 74.595, | |
| "eval_samples_per_second": 16.181, | |
| "eval_steps_per_second": 2.024, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 2.671333824613117, | |
| "grad_norm": 6.751325276610487e-09, | |
| "learning_rate": 1.6608327192336035e-07, | |
| "loss": 0.0381, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 2.671333824613117, | |
| "eval_loss": 0.520633339881897, | |
| "eval_runtime": 75.2937, | |
| "eval_samples_per_second": 16.031, | |
| "eval_steps_per_second": 2.005, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 2.7634487840825352, | |
| "grad_norm": 8.452875022157968e-07, | |
| "learning_rate": 1.5456890198968311e-07, | |
| "loss": 0.0413, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 2.7634487840825352, | |
| "eval_loss": 0.5167532563209534, | |
| "eval_runtime": 75.615, | |
| "eval_samples_per_second": 15.962, | |
| "eval_steps_per_second": 1.997, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 2.855563743551953, | |
| "grad_norm": 2.365756202049596e-11, | |
| "learning_rate": 1.430545320560059e-07, | |
| "loss": 0.0392, | |
| "step": 15500 | |
| }, | |
| { | |
| "epoch": 2.855563743551953, | |
| "eval_loss": 0.5148531198501587, | |
| "eval_runtime": 74.6217, | |
| "eval_samples_per_second": 16.175, | |
| "eval_steps_per_second": 2.024, | |
| "step": 15500 | |
| }, | |
| { | |
| "epoch": 2.9476787030213707, | |
| "grad_norm": 0.32707780599594116, | |
| "learning_rate": 1.3154016212232866e-07, | |
| "loss": 0.0352, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 2.9476787030213707, | |
| "eval_loss": 0.5112494826316833, | |
| "eval_runtime": 75.142, | |
| "eval_samples_per_second": 16.063, | |
| "eval_steps_per_second": 2.01, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 3.0397936624907884, | |
| "grad_norm": 4.2568670810538833e-11, | |
| "learning_rate": 1.2002579218865142e-07, | |
| "loss": 0.0467, | |
| "step": 16500 | |
| }, | |
| { | |
| "epoch": 3.0397936624907884, | |
| "eval_loss": 0.5097618699073792, | |
| "eval_runtime": 75.705, | |
| "eval_samples_per_second": 15.943, | |
| "eval_steps_per_second": 1.995, | |
| "step": 16500 | |
| }, | |
| { | |
| "epoch": 3.131908621960206, | |
| "grad_norm": 7.157668679980134e-09, | |
| "learning_rate": 1.085114222549742e-07, | |
| "loss": 0.0366, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 3.131908621960206, | |
| "eval_loss": 0.5088639855384827, | |
| "eval_runtime": 74.5863, | |
| "eval_samples_per_second": 16.183, | |
| "eval_steps_per_second": 2.025, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 3.2240235814296243, | |
| "grad_norm": 0.5768880248069763, | |
| "learning_rate": 9.699705232129697e-08, | |
| "loss": 0.0454, | |
| "step": 17500 | |
| }, | |
| { | |
| "epoch": 3.2240235814296243, | |
| "eval_loss": 0.5103679299354553, | |
| "eval_runtime": 74.9953, | |
| "eval_samples_per_second": 16.094, | |
| "eval_steps_per_second": 2.013, | |
| "step": 17500 | |
| }, | |
| { | |
| "epoch": 3.316138540899042, | |
| "grad_norm": 0.029806463047862053, | |
| "learning_rate": 8.548268238761974e-08, | |
| "loss": 0.0209, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 3.316138540899042, | |
| "eval_loss": 0.5070606470108032, | |
| "eval_runtime": 75.7962, | |
| "eval_samples_per_second": 15.924, | |
| "eval_steps_per_second": 1.992, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 3.4082535003684598, | |
| "grad_norm": 0.09116169810295105, | |
| "learning_rate": 7.396831245394252e-08, | |
| "loss": 0.0636, | |
| "step": 18500 | |
| }, | |
| { | |
| "epoch": 3.4082535003684598, | |
| "eval_loss": 0.5044638514518738, | |
| "eval_runtime": 74.7518, | |
| "eval_samples_per_second": 16.147, | |
| "eval_steps_per_second": 2.02, | |
| "step": 18500 | |
| }, | |
| { | |
| "epoch": 3.500368459837878, | |
| "grad_norm": 0.13625642657279968, | |
| "learning_rate": 6.245394252026529e-08, | |
| "loss": 0.0159, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 3.500368459837878, | |
| "eval_loss": 0.5019211769104004, | |
| "eval_runtime": 75.0004, | |
| "eval_samples_per_second": 16.093, | |
| "eval_steps_per_second": 2.013, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 3.5924834193072956, | |
| "grad_norm": 2.3882080313342158e-06, | |
| "learning_rate": 5.0939572586588065e-08, | |
| "loss": 0.0303, | |
| "step": 19500 | |
| }, | |
| { | |
| "epoch": 3.5924834193072956, | |
| "eval_loss": 0.49851301312446594, | |
| "eval_runtime": 75.7613, | |
| "eval_samples_per_second": 15.932, | |
| "eval_steps_per_second": 1.993, | |
| "step": 19500 | |
| }, | |
| { | |
| "epoch": 3.6845983787767134, | |
| "grad_norm": 8.883699109674126e-09, | |
| "learning_rate": 3.942520265291083e-08, | |
| "loss": 0.0353, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 3.6845983787767134, | |
| "eval_loss": 0.49747875332832336, | |
| "eval_runtime": 74.5978, | |
| "eval_samples_per_second": 16.18, | |
| "eval_steps_per_second": 2.024, | |
| "step": 20000 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 21712, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 4, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 7195886541902520.0, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |