Model-J__ResNet__model_idx_0070 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
225cd9c verified
{
"best_metric": 0.8504,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0070/checkpoints/checkpoint-1665",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 1665,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 171.94830322265625,
"learning_rate": 5e-05,
"loss": 3.6395,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.4928,
"eval_loss": 2.9956977367401123,
"eval_runtime": 13.5713,
"eval_samples_per_second": 276.319,
"eval_steps_per_second": 4.347,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 129.51856994628906,
"learning_rate": 5e-05,
"loss": 1.6623,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.7544,
"eval_loss": 0.9169057011604309,
"eval_runtime": 13.2249,
"eval_samples_per_second": 283.556,
"eval_steps_per_second": 4.461,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 102.16647338867188,
"learning_rate": 5e-05,
"loss": 0.7645,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8149333333333333,
"eval_loss": 0.6371418237686157,
"eval_runtime": 12.9856,
"eval_samples_per_second": 288.782,
"eval_steps_per_second": 4.543,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 188.4789276123047,
"learning_rate": 5e-05,
"loss": 0.56,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8304,
"eval_loss": 0.5535508990287781,
"eval_runtime": 13.2174,
"eval_samples_per_second": 283.717,
"eval_steps_per_second": 4.464,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 79.81751251220703,
"learning_rate": 5e-05,
"loss": 0.4461,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8504,
"eval_loss": 0.4851263463497162,
"eval_runtime": 12.968,
"eval_samples_per_second": 289.173,
"eval_steps_per_second": 4.55,
"step": 1665
}
],
"logging_steps": 500,
"max_steps": 1665,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": 4.088214619776e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}