Model-J__ResNet__model_idx_0685 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
24bb18d verified
{
"best_metric": 0.7685333333333333,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0685/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": 110.63288879394531,
"learning_rate": 2.8514533018536286e-05,
"loss": 3.8589,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.3181333333333333,
"eval_loss": 3.759841203689575,
"eval_runtime": 8.9243,
"eval_samples_per_second": 420.201,
"eval_steps_per_second": 6.611,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 109.01708984375,
"learning_rate": 2.4352347027881003e-05,
"loss": 3.3089,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.5053333333333333,
"eval_loss": 2.7527120113372803,
"eval_runtime": 9.0532,
"eval_samples_per_second": 414.217,
"eval_steps_per_second": 6.517,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 263.4269104003906,
"learning_rate": 1.8337814009344716e-05,
"loss": 2.0056,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.6594666666666666,
"eval_loss": 1.5119948387145996,
"eval_runtime": 8.7026,
"eval_samples_per_second": 430.903,
"eval_steps_per_second": 6.78,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 126.03755950927734,
"learning_rate": 1.1662185990655285e-05,
"loss": 1.3266,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.7290666666666666,
"eval_loss": 1.1502372026443481,
"eval_runtime": 8.5501,
"eval_samples_per_second": 438.589,
"eval_steps_per_second": 6.9,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 179.62347412109375,
"learning_rate": 5.647652972118998e-06,
"loss": 1.0831,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.752,
"eval_loss": 1.0169949531555176,
"eval_runtime": 8.5192,
"eval_samples_per_second": 440.184,
"eval_steps_per_second": 6.926,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 194.9832000732422,
"learning_rate": 1.4854669814637145e-06,
"loss": 0.9923,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.7578666666666667,
"eval_loss": 0.9954235553741455,
"eval_runtime": 8.5764,
"eval_samples_per_second": 437.246,
"eval_steps_per_second": 6.879,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 349.189453125,
"learning_rate": 0.0,
"loss": 0.9666,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.7685333333333333,
"eval_loss": 0.9413397312164307,
"eval_runtime": 8.591,
"eval_samples_per_second": 436.503,
"eval_steps_per_second": 6.868,
"step": 2331
}
],
"logging_steps": 500,
"max_steps": 2331,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"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": 5.7235004676864e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}