kevinoli's picture
Training in progress, step 6000, checkpoint
776c880 verified
raw
history blame
5.53 kB
{
"best_metric": 0.6549482345581055,
"best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e4l57-l/checkpoint-6000",
"epoch": 0.6399317406143344,
"eval_steps": 500,
"global_step": 6000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05332764505119454,
"grad_norm": 414.2552795410156,
"learning_rate": 4.911120591581342e-07,
"loss": 0.3809,
"step": 500
},
{
"epoch": 0.05332764505119454,
"eval_loss": 1.1109352111816406,
"eval_runtime": 63.6734,
"eval_samples_per_second": 15.501,
"eval_steps_per_second": 1.947,
"step": 500
},
{
"epoch": 0.10665529010238908,
"grad_norm": 45.880027770996094,
"learning_rate": 4.822241183162685e-07,
"loss": 0.2649,
"step": 1000
},
{
"epoch": 0.10665529010238908,
"eval_loss": 0.9588962197303772,
"eval_runtime": 62.6825,
"eval_samples_per_second": 15.746,
"eval_steps_per_second": 1.978,
"step": 1000
},
{
"epoch": 0.1599829351535836,
"grad_norm": 432.9915466308594,
"learning_rate": 4.733361774744027e-07,
"loss": 0.2104,
"step": 1500
},
{
"epoch": 0.1599829351535836,
"eval_loss": 0.90110844373703,
"eval_runtime": 62.6757,
"eval_samples_per_second": 15.748,
"eval_steps_per_second": 1.978,
"step": 1500
},
{
"epoch": 0.21331058020477817,
"grad_norm": 0.014208819717168808,
"learning_rate": 4.6444823663253695e-07,
"loss": 0.1849,
"step": 2000
},
{
"epoch": 0.21331058020477817,
"eval_loss": 0.8570474982261658,
"eval_runtime": 63.7296,
"eval_samples_per_second": 15.487,
"eval_steps_per_second": 1.946,
"step": 2000
},
{
"epoch": 0.2666382252559727,
"grad_norm": 174.73324584960938,
"learning_rate": 4.5556029579067116e-07,
"loss": 0.2056,
"step": 2500
},
{
"epoch": 0.2666382252559727,
"eval_loss": 0.7895939350128174,
"eval_runtime": 63.8387,
"eval_samples_per_second": 15.461,
"eval_steps_per_second": 1.942,
"step": 2500
},
{
"epoch": 0.3199658703071672,
"grad_norm": 9.852073823424234e-09,
"learning_rate": 4.4667235494880547e-07,
"loss": 0.159,
"step": 3000
},
{
"epoch": 0.3199658703071672,
"eval_loss": 0.7647623419761658,
"eval_runtime": 63.9155,
"eval_samples_per_second": 15.442,
"eval_steps_per_second": 1.94,
"step": 3000
},
{
"epoch": 0.37329351535836175,
"grad_norm": 0.0025215104687958956,
"learning_rate": 4.377844141069397e-07,
"loss": 0.1696,
"step": 3500
},
{
"epoch": 0.37329351535836175,
"eval_loss": 0.7638036012649536,
"eval_runtime": 63.8003,
"eval_samples_per_second": 15.47,
"eval_steps_per_second": 1.944,
"step": 3500
},
{
"epoch": 0.42662116040955633,
"grad_norm": 2.4611830711364746,
"learning_rate": 4.2889647326507393e-07,
"loss": 0.1125,
"step": 4000
},
{
"epoch": 0.42662116040955633,
"eval_loss": 0.7486374378204346,
"eval_runtime": 63.9847,
"eval_samples_per_second": 15.426,
"eval_steps_per_second": 1.938,
"step": 4000
},
{
"epoch": 0.47994880546075086,
"grad_norm": 5.230295658111572,
"learning_rate": 4.2000853242320814e-07,
"loss": 0.1322,
"step": 4500
},
{
"epoch": 0.47994880546075086,
"eval_loss": 0.7251659035682678,
"eval_runtime": 64.4782,
"eval_samples_per_second": 15.308,
"eval_steps_per_second": 1.923,
"step": 4500
},
{
"epoch": 0.5332764505119454,
"grad_norm": 3.821002974291332e-05,
"learning_rate": 4.1112059158134245e-07,
"loss": 0.1633,
"step": 5000
},
{
"epoch": 0.5332764505119454,
"eval_loss": 0.7035414576530457,
"eval_runtime": 62.6186,
"eval_samples_per_second": 15.762,
"eval_steps_per_second": 1.98,
"step": 5000
},
{
"epoch": 0.58660409556314,
"grad_norm": 5.916939244343666e-06,
"learning_rate": 4.0223265073947665e-07,
"loss": 0.125,
"step": 5500
},
{
"epoch": 0.58660409556314,
"eval_loss": 0.6792380809783936,
"eval_runtime": 65.0551,
"eval_samples_per_second": 15.172,
"eval_steps_per_second": 1.906,
"step": 5500
},
{
"epoch": 0.6399317406143344,
"grad_norm": 92.8386459350586,
"learning_rate": 3.933447098976109e-07,
"loss": 0.1297,
"step": 6000
},
{
"epoch": 0.6399317406143344,
"eval_loss": 0.6549482345581055,
"eval_runtime": 64.0827,
"eval_samples_per_second": 15.402,
"eval_steps_per_second": 1.935,
"step": 6000
}
],
"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": 2159269624262520.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}