Model-J__ResNet__model_idx_0737 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
829bce0 verified
{
"best_metric": 0.8709333333333333,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0737/checkpoints/checkpoint-2997",
"epoch": 9.0,
"eval_steps": 500,
"global_step": 2997,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 36.037532806396484,
"learning_rate": 0.0005,
"loss": 1.3918,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8298666666666666,
"eval_loss": 0.5770149827003479,
"eval_runtime": 13.2928,
"eval_samples_per_second": 282.107,
"eval_steps_per_second": 4.438,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 31.293607711791992,
"learning_rate": 0.0005,
"loss": 0.5149,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8490666666666666,
"eval_loss": 0.5023054480552673,
"eval_runtime": 13.2783,
"eval_samples_per_second": 282.416,
"eval_steps_per_second": 4.443,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 23.787630081176758,
"learning_rate": 0.0005,
"loss": 0.361,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8488,
"eval_loss": 0.5284984111785889,
"eval_runtime": 13.9408,
"eval_samples_per_second": 268.994,
"eval_steps_per_second": 4.232,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 25.495235443115234,
"learning_rate": 0.0005,
"loss": 0.2683,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.86,
"eval_loss": 0.4904082119464874,
"eval_runtime": 13.9259,
"eval_samples_per_second": 269.282,
"eval_steps_per_second": 4.237,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 22.8808650970459,
"learning_rate": 0.0005,
"loss": 0.2079,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8624,
"eval_loss": 0.48976296186447144,
"eval_runtime": 13.5718,
"eval_samples_per_second": 276.308,
"eval_steps_per_second": 4.347,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 21.762502670288086,
"learning_rate": 0.0005,
"loss": 0.1608,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8616,
"eval_loss": 0.5315013527870178,
"eval_runtime": 13.8552,
"eval_samples_per_second": 270.657,
"eval_steps_per_second": 4.258,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 30.535409927368164,
"learning_rate": 0.0005,
"loss": 0.1383,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8648,
"eval_loss": 0.557260274887085,
"eval_runtime": 13.5521,
"eval_samples_per_second": 276.71,
"eval_steps_per_second": 4.354,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 11.978509902954102,
"learning_rate": 0.0005,
"loss": 0.1126,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.8629333333333333,
"eval_loss": 0.577491819858551,
"eval_runtime": 13.1249,
"eval_samples_per_second": 285.716,
"eval_steps_per_second": 4.495,
"step": 2664
},
{
"epoch": 9.0,
"grad_norm": 20.98592185974121,
"learning_rate": 0.0005,
"loss": 0.101,
"step": 2997
},
{
"epoch": 9.0,
"eval_accuracy": 0.8709333333333333,
"eval_loss": 0.5323702692985535,
"eval_runtime": 13.2141,
"eval_samples_per_second": 283.788,
"eval_steps_per_second": 4.465,
"step": 2997
}
],
"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": true
},
"attributes": {}
}
},
"total_flos": 7.3587863155968e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}