kevinoli's picture
Training in progress, step 4500, checkpoint
e25c40e verified
raw
history blame
4.34 kB
{
"best_metric": 0.6744509935379028,
"best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e4l57-l/checkpoint-4500",
"epoch": 0.8290346352247605,
"eval_steps": 500,
"global_step": 4500,
"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
}
],
"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": 1619632097372520.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}