Model-J__ResNet__model_idx_0592 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
fd4e186 verified
{
"best_metric": 0.8674666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0592/checkpoints/checkpoint-2331",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 2331,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 95.26696014404297,
"learning_rate": 4.849231551964771e-05,
"loss": 3.6477,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.5056,
"eval_loss": 2.936440944671631,
"eval_runtime": 13.0219,
"eval_samples_per_second": 287.977,
"eval_steps_per_second": 4.531,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 83.31976318359375,
"learning_rate": 4.415111107797445e-05,
"loss": 1.713,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.7541333333333333,
"eval_loss": 0.9426048994064331,
"eval_runtime": 12.9917,
"eval_samples_per_second": 288.646,
"eval_steps_per_second": 4.541,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 152.92611694335938,
"learning_rate": 3.7500000000000003e-05,
"loss": 0.7748,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8152,
"eval_loss": 0.623187780380249,
"eval_runtime": 13.0436,
"eval_samples_per_second": 287.498,
"eval_steps_per_second": 4.523,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 145.85153198242188,
"learning_rate": 2.9341204441673266e-05,
"loss": 0.5818,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8432,
"eval_loss": 0.512504518032074,
"eval_runtime": 13.1999,
"eval_samples_per_second": 284.093,
"eval_steps_per_second": 4.47,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 76.13021850585938,
"learning_rate": 2.0658795558326743e-05,
"loss": 0.4895,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8536,
"eval_loss": 0.4737875759601593,
"eval_runtime": 12.9268,
"eval_samples_per_second": 290.095,
"eval_steps_per_second": 4.564,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 191.00933837890625,
"learning_rate": 1.2500000000000006e-05,
"loss": 0.4341,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8618666666666667,
"eval_loss": 0.4479192793369293,
"eval_runtime": 13.1291,
"eval_samples_per_second": 285.626,
"eval_steps_per_second": 4.494,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 62.442134857177734,
"learning_rate": 5.848888922025553e-06,
"loss": 0.3999,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8674666666666667,
"eval_loss": 0.4456882178783417,
"eval_runtime": 13.0378,
"eval_samples_per_second": 287.625,
"eval_steps_per_second": 4.525,
"step": 2331
}
],
"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": 5.7235004676864e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}