Model-J__ResNet__model_idx_0693 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
c4338ad verified
{
"best_metric": 0.8728,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0693/checkpoints/checkpoint-2664",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 2664,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 81.42725372314453,
"learning_rate": 3e-05,
"loss": 3.8357,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.41573333333333334,
"eval_loss": 3.6555840969085693,
"eval_runtime": 7.755,
"eval_samples_per_second": 483.561,
"eval_steps_per_second": 7.608,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 90.27020263671875,
"learning_rate": 3e-05,
"loss": 2.9686,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.6274666666666666,
"eval_loss": 2.096496820449829,
"eval_runtime": 7.8146,
"eval_samples_per_second": 479.871,
"eval_steps_per_second": 7.55,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 134.85963439941406,
"learning_rate": 3e-05,
"loss": 1.3794,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.7725333333333333,
"eval_loss": 0.9281657338142395,
"eval_runtime": 7.7328,
"eval_samples_per_second": 484.948,
"eval_steps_per_second": 7.63,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 240.87644958496094,
"learning_rate": 3e-05,
"loss": 0.76,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8224,
"eval_loss": 0.6539841294288635,
"eval_runtime": 7.5716,
"eval_samples_per_second": 495.273,
"eval_steps_per_second": 7.792,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 193.7390594482422,
"learning_rate": 3e-05,
"loss": 0.5497,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8405333333333334,
"eval_loss": 0.5600317716598511,
"eval_runtime": 7.5888,
"eval_samples_per_second": 494.149,
"eval_steps_per_second": 7.775,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 426.5158996582031,
"learning_rate": 3e-05,
"loss": 0.431,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8586666666666667,
"eval_loss": 0.4741799831390381,
"eval_runtime": 7.9462,
"eval_samples_per_second": 471.922,
"eval_steps_per_second": 7.425,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 172.79246520996094,
"learning_rate": 3e-05,
"loss": 0.3459,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8677333333333334,
"eval_loss": 0.44412630796432495,
"eval_runtime": 7.5977,
"eval_samples_per_second": 493.571,
"eval_steps_per_second": 7.766,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 203.3938446044922,
"learning_rate": 3e-05,
"loss": 0.2882,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.8728,
"eval_loss": 0.43409839272499084,
"eval_runtime": 7.5893,
"eval_samples_per_second": 494.114,
"eval_steps_per_second": 7.774,
"step": 2664
}
],
"logging_steps": 500,
"max_steps": 2997,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"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": 6.5411433916416e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}