kevinoli's picture
Training in progress, step 5000, checkpoint
fc472ba verified
{
"best_metric": 0.7118513584136963,
"best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e4l57-l/checkpoint-5000",
"epoch": 0.5332764505119454,
"eval_steps": 500,
"global_step": 5000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05332764505119454,
"grad_norm": 401.61187744140625,
"learning_rate": 4.911120591581342e-07,
"loss": 0.3808,
"step": 500
},
{
"epoch": 0.05332764505119454,
"eval_loss": 1.1107642650604248,
"eval_runtime": 62.4169,
"eval_samples_per_second": 15.813,
"eval_steps_per_second": 1.987,
"step": 500
},
{
"epoch": 0.10665529010238908,
"grad_norm": 42.57551193237305,
"learning_rate": 4.822241183162685e-07,
"loss": 0.2666,
"step": 1000
},
{
"epoch": 0.10665529010238908,
"eval_loss": 0.9644754528999329,
"eval_runtime": 63.4304,
"eval_samples_per_second": 15.56,
"eval_steps_per_second": 1.955,
"step": 1000
},
{
"epoch": 0.1599829351535836,
"grad_norm": 518.2286376953125,
"learning_rate": 4.733361774744027e-07,
"loss": 0.2085,
"step": 1500
},
{
"epoch": 0.1599829351535836,
"eval_loss": 0.9051361680030823,
"eval_runtime": 63.9009,
"eval_samples_per_second": 15.446,
"eval_steps_per_second": 1.941,
"step": 1500
},
{
"epoch": 0.21331058020477817,
"grad_norm": 0.0223398394882679,
"learning_rate": 4.6444823663253695e-07,
"loss": 0.1867,
"step": 2000
},
{
"epoch": 0.21331058020477817,
"eval_loss": 0.8611643314361572,
"eval_runtime": 63.9649,
"eval_samples_per_second": 15.43,
"eval_steps_per_second": 1.939,
"step": 2000
},
{
"epoch": 0.2666382252559727,
"grad_norm": 175.0380096435547,
"learning_rate": 4.5556029579067116e-07,
"loss": 0.2068,
"step": 2500
},
{
"epoch": 0.2666382252559727,
"eval_loss": 0.7947371006011963,
"eval_runtime": 64.0455,
"eval_samples_per_second": 15.411,
"eval_steps_per_second": 1.936,
"step": 2500
},
{
"epoch": 0.3199658703071672,
"grad_norm": 9.192651084788395e-09,
"learning_rate": 4.4667235494880547e-07,
"loss": 0.163,
"step": 3000
},
{
"epoch": 0.3199658703071672,
"eval_loss": 0.7677457332611084,
"eval_runtime": 64.1593,
"eval_samples_per_second": 15.384,
"eval_steps_per_second": 1.933,
"step": 3000
},
{
"epoch": 0.37329351535836175,
"grad_norm": 0.002516463166102767,
"learning_rate": 4.377844141069397e-07,
"loss": 0.1729,
"step": 3500
},
{
"epoch": 0.37329351535836175,
"eval_loss": 0.7635349035263062,
"eval_runtime": 62.8257,
"eval_samples_per_second": 15.71,
"eval_steps_per_second": 1.974,
"step": 3500
},
{
"epoch": 0.42662116040955633,
"grad_norm": 7.581352710723877,
"learning_rate": 4.2889647326507393e-07,
"loss": 0.1149,
"step": 4000
},
{
"epoch": 0.42662116040955633,
"eval_loss": 0.7458549737930298,
"eval_runtime": 64.2184,
"eval_samples_per_second": 15.369,
"eval_steps_per_second": 1.931,
"step": 4000
},
{
"epoch": 0.47994880546075086,
"grad_norm": 1.3885610103607178,
"learning_rate": 4.2000853242320814e-07,
"loss": 0.1264,
"step": 4500
},
{
"epoch": 0.47994880546075086,
"eval_loss": 0.7185410261154175,
"eval_runtime": 62.6998,
"eval_samples_per_second": 15.742,
"eval_steps_per_second": 1.978,
"step": 4500
},
{
"epoch": 0.5332764505119454,
"grad_norm": 4.22987541242037e-05,
"learning_rate": 4.1112059158134245e-07,
"loss": 0.1638,
"step": 5000
},
{
"epoch": 0.5332764505119454,
"eval_loss": 0.7118513584136963,
"eval_runtime": 63.9674,
"eval_samples_per_second": 15.43,
"eval_steps_per_second": 1.938,
"step": 5000
}
],
"logging_steps": 500,
"max_steps": 28128,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"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": 1799511273002520.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}