{
  "best_metric": 0.8997333333333334,
  "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0596/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": 47.80226516723633,
      "learning_rate": 0.0004849231551964771,
      "loss": 1.4293,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8154666666666667,
      "eval_loss": 0.6522212028503418,
      "eval_runtime": 8.1881,
      "eval_samples_per_second": 457.981,
      "eval_steps_per_second": 7.206,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 45.42972946166992,
      "learning_rate": 0.0004415111107797445,
      "loss": 0.5262,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8538666666666667,
      "eval_loss": 0.47904345393180847,
      "eval_runtime": 7.9809,
      "eval_samples_per_second": 469.87,
      "eval_steps_per_second": 7.393,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 16.38282012939453,
      "learning_rate": 0.000375,
      "loss": 0.3346,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8618666666666667,
      "eval_loss": 0.4891296327114105,
      "eval_runtime": 7.8845,
      "eval_samples_per_second": 475.619,
      "eval_steps_per_second": 7.483,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 21.163249969482422,
      "learning_rate": 0.00029341204441673266,
      "loss": 0.2196,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8658666666666667,
      "eval_loss": 0.46806982159614563,
      "eval_runtime": 7.9217,
      "eval_samples_per_second": 473.385,
      "eval_steps_per_second": 7.448,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 23.878019332885742,
      "learning_rate": 0.00020658795558326743,
      "loss": 0.1398,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8826666666666667,
      "eval_loss": 0.4209830164909363,
      "eval_runtime": 7.915,
      "eval_samples_per_second": 473.782,
      "eval_steps_per_second": 7.454,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 36.033164978027344,
      "learning_rate": 0.00012500000000000006,
      "loss": 0.0856,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8877333333333334,
      "eval_loss": 0.44882020354270935,
      "eval_runtime": 7.9742,
      "eval_samples_per_second": 470.266,
      "eval_steps_per_second": 7.399,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": 36.23210525512695,
      "learning_rate": 5.848888922025553e-05,
      "loss": 0.059,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.8914666666666666,
      "eval_loss": 0.4339054822921753,
      "eval_runtime": 7.8511,
      "eval_samples_per_second": 477.642,
      "eval_steps_per_second": 7.515,
      "step": 2331
    },
    {
      "epoch": 8.0,
      "grad_norm": 28.535015106201172,
      "learning_rate": 1.5076844803522921e-05,
      "loss": 0.0378,
      "step": 2664
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.8933333333333333,
      "eval_loss": 0.43278878927230835,
      "eval_runtime": 7.8672,
      "eval_samples_per_second": 476.664,
      "eval_steps_per_second": 7.5,
      "step": 2664
    },
    {
      "epoch": 9.0,
      "grad_norm": 32.43698501586914,
      "learning_rate": 0.0,
      "loss": 0.0312,
      "step": 2997
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.8997333333333334,
      "eval_loss": 0.4177744686603546,
      "eval_runtime": 7.7631,
      "eval_samples_per_second": 483.056,
      "eval_steps_per_second": 7.6,
      "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
}