{
  "best_metric": 0.884,
  "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0679/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": 103.67074584960938,
      "learning_rate": 4.849231551964771e-05,
      "loss": 3.717,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.4848,
      "eval_loss": 3.133535623550415,
      "eval_runtime": 13.3227,
      "eval_samples_per_second": 281.475,
      "eval_steps_per_second": 4.429,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 165.566162109375,
      "learning_rate": 4.415111107797445e-05,
      "loss": 1.7478,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7768,
      "eval_loss": 0.8910831212997437,
      "eval_runtime": 13.2068,
      "eval_samples_per_second": 283.946,
      "eval_steps_per_second": 4.467,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 130.57664489746094,
      "learning_rate": 3.7500000000000003e-05,
      "loss": 0.7823,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8186666666666667,
      "eval_loss": 0.6578493714332581,
      "eval_runtime": 13.2206,
      "eval_samples_per_second": 283.648,
      "eval_steps_per_second": 4.463,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 258.30218505859375,
      "learning_rate": 2.9341204441673266e-05,
      "loss": 0.5806,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8557333333333333,
      "eval_loss": 0.4865432381629944,
      "eval_runtime": 13.2754,
      "eval_samples_per_second": 282.476,
      "eval_steps_per_second": 4.444,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 164.8311767578125,
      "learning_rate": 2.0658795558326743e-05,
      "loss": 0.4944,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8666666666666667,
      "eval_loss": 0.44439566135406494,
      "eval_runtime": 14.732,
      "eval_samples_per_second": 254.549,
      "eval_steps_per_second": 4.005,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 114.75255584716797,
      "learning_rate": 1.2500000000000006e-05,
      "loss": 0.4363,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8725333333333334,
      "eval_loss": 0.4250194728374481,
      "eval_runtime": 13.2186,
      "eval_samples_per_second": 283.692,
      "eval_steps_per_second": 4.463,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": 209.06814575195312,
      "learning_rate": 5.848888922025553e-06,
      "loss": 0.4088,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.8712,
      "eval_loss": 0.42266231775283813,
      "eval_runtime": 13.2991,
      "eval_samples_per_second": 281.975,
      "eval_steps_per_second": 4.436,
      "step": 2331
    },
    {
      "epoch": 8.0,
      "grad_norm": 134.50389099121094,
      "learning_rate": 1.5076844803522922e-06,
      "loss": 0.3836,
      "step": 2664
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.8789333333333333,
      "eval_loss": 0.40383920073509216,
      "eval_runtime": 13.3302,
      "eval_samples_per_second": 281.316,
      "eval_steps_per_second": 4.426,
      "step": 2664
    },
    {
      "epoch": 9.0,
      "grad_norm": 144.50161743164062,
      "learning_rate": 0.0,
      "loss": 0.389,
      "step": 2997
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.884,
      "eval_loss": 0.40426984429359436,
      "eval_runtime": 13.3157,
      "eval_samples_per_second": 281.622,
      "eval_steps_per_second": 4.431,
      "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
}