|
{ |
|
"best_metric": 0.8971672654151917, |
|
"best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e4l58-l/checkpoint-13500", |
|
"epoch": 2.4871039056742816, |
|
"eval_steps": 500, |
|
"global_step": 13500, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.09211495946941783, |
|
"grad_norm": 20.28152847290039, |
|
"learning_rate": 4.8848563006632274e-08, |
|
"loss": 0.3758, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.09211495946941783, |
|
"eval_loss": 1.418367862701416, |
|
"eval_runtime": 73.4439, |
|
"eval_samples_per_second": 16.434, |
|
"eval_steps_per_second": 2.056, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.18422991893883567, |
|
"grad_norm": 47.29538345336914, |
|
"learning_rate": 4.7697126013264556e-08, |
|
"loss": 0.4104, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.18422991893883567, |
|
"eval_loss": 1.3491536378860474, |
|
"eval_runtime": 74.3404, |
|
"eval_samples_per_second": 16.236, |
|
"eval_steps_per_second": 2.031, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.2763448784082535, |
|
"grad_norm": 0.5450155138969421, |
|
"learning_rate": 4.6545689019896826e-08, |
|
"loss": 0.4325, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 0.2763448784082535, |
|
"eval_loss": 1.2877168655395508, |
|
"eval_runtime": 75.3303, |
|
"eval_samples_per_second": 16.023, |
|
"eval_steps_per_second": 2.005, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 0.36845983787767134, |
|
"grad_norm": 0.11449883133172989, |
|
"learning_rate": 4.539425202652911e-08, |
|
"loss": 0.3423, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 0.36845983787767134, |
|
"eval_loss": 1.2384389638900757, |
|
"eval_runtime": 76.113, |
|
"eval_samples_per_second": 15.858, |
|
"eval_steps_per_second": 1.984, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 0.46057479734708917, |
|
"grad_norm": 389.7380065917969, |
|
"learning_rate": 4.4242815033161385e-08, |
|
"loss": 0.3645, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 0.46057479734708917, |
|
"eval_loss": 1.1896915435791016, |
|
"eval_runtime": 76.23, |
|
"eval_samples_per_second": 15.834, |
|
"eval_steps_per_second": 1.981, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 0.552689756816507, |
|
"grad_norm": 340.1103820800781, |
|
"learning_rate": 4.309137803979366e-08, |
|
"loss": 0.3171, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 0.552689756816507, |
|
"eval_loss": 1.149291753768921, |
|
"eval_runtime": 76.1662, |
|
"eval_samples_per_second": 15.847, |
|
"eval_steps_per_second": 1.983, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 0.6448047162859248, |
|
"grad_norm": 196.7362518310547, |
|
"learning_rate": 4.193994104642594e-08, |
|
"loss": 0.275, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 0.6448047162859248, |
|
"eval_loss": 1.1162768602371216, |
|
"eval_runtime": 74.6569, |
|
"eval_samples_per_second": 16.167, |
|
"eval_steps_per_second": 2.023, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 0.7369196757553427, |
|
"grad_norm": 16.604211807250977, |
|
"learning_rate": 4.078850405305821e-08, |
|
"loss": 0.2907, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 0.7369196757553427, |
|
"eval_loss": 1.091786503791809, |
|
"eval_runtime": 76.3333, |
|
"eval_samples_per_second": 15.812, |
|
"eval_steps_per_second": 1.978, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 0.8290346352247605, |
|
"grad_norm": 527.0987548828125, |
|
"learning_rate": 3.9637067059690496e-08, |
|
"loss": 0.2581, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 0.8290346352247605, |
|
"eval_loss": 1.0729899406433105, |
|
"eval_runtime": 74.4912, |
|
"eval_samples_per_second": 16.203, |
|
"eval_steps_per_second": 2.027, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 0.9211495946941783, |
|
"grad_norm": 1.148181676864624, |
|
"learning_rate": 3.848563006632277e-08, |
|
"loss": 0.268, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 0.9211495946941783, |
|
"eval_loss": 1.052911400794983, |
|
"eval_runtime": 74.9586, |
|
"eval_samples_per_second": 16.102, |
|
"eval_steps_per_second": 2.014, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 1.013264554163596, |
|
"grad_norm": 0.1680648922920227, |
|
"learning_rate": 3.733419307295505e-08, |
|
"loss": 0.2467, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 1.013264554163596, |
|
"eval_loss": 1.036412239074707, |
|
"eval_runtime": 74.707, |
|
"eval_samples_per_second": 16.156, |
|
"eval_steps_per_second": 2.021, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 1.105379513633014, |
|
"grad_norm": 269.06585693359375, |
|
"learning_rate": 3.6182756079587324e-08, |
|
"loss": 0.2594, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 1.105379513633014, |
|
"eval_loss": 1.0190415382385254, |
|
"eval_runtime": 74.5657, |
|
"eval_samples_per_second": 16.187, |
|
"eval_steps_per_second": 2.025, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 1.1974944731024317, |
|
"grad_norm": 457.15850830078125, |
|
"learning_rate": 3.50313190862196e-08, |
|
"loss": 0.2153, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 1.1974944731024317, |
|
"eval_loss": 1.0054280757904053, |
|
"eval_runtime": 74.5269, |
|
"eval_samples_per_second": 16.195, |
|
"eval_steps_per_second": 2.026, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 1.2896094325718497, |
|
"grad_norm": 0.5831326842308044, |
|
"learning_rate": 3.387988209285188e-08, |
|
"loss": 0.1792, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 1.2896094325718497, |
|
"eval_loss": 0.9938780665397644, |
|
"eval_runtime": 74.5283, |
|
"eval_samples_per_second": 16.195, |
|
"eval_steps_per_second": 2.026, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 1.3817243920412676, |
|
"grad_norm": 54.12948226928711, |
|
"learning_rate": 3.272844509948415e-08, |
|
"loss": 0.208, |
|
"step": 7500 |
|
}, |
|
{ |
|
"epoch": 1.3817243920412676, |
|
"eval_loss": 0.9816781282424927, |
|
"eval_runtime": 76.244, |
|
"eval_samples_per_second": 15.831, |
|
"eval_steps_per_second": 1.98, |
|
"step": 7500 |
|
}, |
|
{ |
|
"epoch": 1.4738393515106853, |
|
"grad_norm": 0.09778845310211182, |
|
"learning_rate": 3.1577008106116435e-08, |
|
"loss": 0.1955, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 1.4738393515106853, |
|
"eval_loss": 0.9722194671630859, |
|
"eval_runtime": 74.4255, |
|
"eval_samples_per_second": 16.218, |
|
"eval_steps_per_second": 2.029, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 1.565954310980103, |
|
"grad_norm": 43.05193328857422, |
|
"learning_rate": 3.042557111274871e-08, |
|
"loss": 0.1943, |
|
"step": 8500 |
|
}, |
|
{ |
|
"epoch": 1.565954310980103, |
|
"eval_loss": 0.962623119354248, |
|
"eval_runtime": 74.5615, |
|
"eval_samples_per_second": 16.188, |
|
"eval_steps_per_second": 2.025, |
|
"step": 8500 |
|
}, |
|
{ |
|
"epoch": 1.658069270449521, |
|
"grad_norm": 0.050531528890132904, |
|
"learning_rate": 2.927413411938099e-08, |
|
"loss": 0.2421, |
|
"step": 9000 |
|
}, |
|
{ |
|
"epoch": 1.658069270449521, |
|
"eval_loss": 0.9543817043304443, |
|
"eval_runtime": 76.2957, |
|
"eval_samples_per_second": 15.82, |
|
"eval_steps_per_second": 1.979, |
|
"step": 9000 |
|
}, |
|
{ |
|
"epoch": 1.750184229918939, |
|
"grad_norm": 0.07409189641475677, |
|
"learning_rate": 2.8122697126013263e-08, |
|
"loss": 0.2109, |
|
"step": 9500 |
|
}, |
|
{ |
|
"epoch": 1.750184229918939, |
|
"eval_loss": 0.9468172192573547, |
|
"eval_runtime": 74.551, |
|
"eval_samples_per_second": 16.19, |
|
"eval_steps_per_second": 2.025, |
|
"step": 9500 |
|
}, |
|
{ |
|
"epoch": 1.8422991893883567, |
|
"grad_norm": 1.4242560863494873, |
|
"learning_rate": 2.697126013264554e-08, |
|
"loss": 0.1799, |
|
"step": 10000 |
|
}, |
|
{ |
|
"epoch": 1.8422991893883567, |
|
"eval_loss": 0.9402961730957031, |
|
"eval_runtime": 74.4464, |
|
"eval_samples_per_second": 16.213, |
|
"eval_steps_per_second": 2.028, |
|
"step": 10000 |
|
}, |
|
{ |
|
"epoch": 1.9344141488577744, |
|
"grad_norm": 0.06974973529577255, |
|
"learning_rate": 2.5819823139277818e-08, |
|
"loss": 0.2114, |
|
"step": 10500 |
|
}, |
|
{ |
|
"epoch": 1.9344141488577744, |
|
"eval_loss": 0.9320051074028015, |
|
"eval_runtime": 76.0983, |
|
"eval_samples_per_second": 15.861, |
|
"eval_steps_per_second": 1.984, |
|
"step": 10500 |
|
}, |
|
{ |
|
"epoch": 2.026529108327192, |
|
"grad_norm": 0.17525330185890198, |
|
"learning_rate": 2.4668386145910094e-08, |
|
"loss": 0.2058, |
|
"step": 11000 |
|
}, |
|
{ |
|
"epoch": 2.026529108327192, |
|
"eval_loss": 0.9245836138725281, |
|
"eval_runtime": 74.5035, |
|
"eval_samples_per_second": 16.201, |
|
"eval_steps_per_second": 2.027, |
|
"step": 11000 |
|
}, |
|
{ |
|
"epoch": 2.1186440677966103, |
|
"grad_norm": 9.384895324707031, |
|
"learning_rate": 2.3516949152542374e-08, |
|
"loss": 0.188, |
|
"step": 11500 |
|
}, |
|
{ |
|
"epoch": 2.1186440677966103, |
|
"eval_loss": 0.9178166389465332, |
|
"eval_runtime": 74.4204, |
|
"eval_samples_per_second": 16.219, |
|
"eval_steps_per_second": 2.029, |
|
"step": 11500 |
|
}, |
|
{ |
|
"epoch": 2.210759027266028, |
|
"grad_norm": 0.770260214805603, |
|
"learning_rate": 2.236551215917465e-08, |
|
"loss": 0.1657, |
|
"step": 12000 |
|
}, |
|
{ |
|
"epoch": 2.210759027266028, |
|
"eval_loss": 0.9122205376625061, |
|
"eval_runtime": 76.1185, |
|
"eval_samples_per_second": 15.857, |
|
"eval_steps_per_second": 1.984, |
|
"step": 12000 |
|
}, |
|
{ |
|
"epoch": 2.3028739867354457, |
|
"grad_norm": 614.7385864257812, |
|
"learning_rate": 2.1214075165806926e-08, |
|
"loss": 0.1948, |
|
"step": 12500 |
|
}, |
|
{ |
|
"epoch": 2.3028739867354457, |
|
"eval_loss": 0.90776127576828, |
|
"eval_runtime": 74.5589, |
|
"eval_samples_per_second": 16.189, |
|
"eval_steps_per_second": 2.025, |
|
"step": 12500 |
|
}, |
|
{ |
|
"epoch": 2.3949889462048635, |
|
"grad_norm": 0.7871919274330139, |
|
"learning_rate": 2.0062638172439202e-08, |
|
"loss": 0.1882, |
|
"step": 13000 |
|
}, |
|
{ |
|
"epoch": 2.3949889462048635, |
|
"eval_loss": 0.9029939770698547, |
|
"eval_runtime": 74.3684, |
|
"eval_samples_per_second": 16.23, |
|
"eval_steps_per_second": 2.03, |
|
"step": 13000 |
|
}, |
|
{ |
|
"epoch": 2.4871039056742816, |
|
"grad_norm": 1.3432903289794922, |
|
"learning_rate": 1.891120117907148e-08, |
|
"loss": 0.1874, |
|
"step": 13500 |
|
}, |
|
{ |
|
"epoch": 2.4871039056742816, |
|
"eval_loss": 0.8971672654151917, |
|
"eval_runtime": 76.1444, |
|
"eval_samples_per_second": 15.851, |
|
"eval_steps_per_second": 1.983, |
|
"step": 13500 |
|
} |
|
], |
|
"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": 4857457258712520.0, |
|
"train_batch_size": 2, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|