{
  "best_metric": 0.8714285714285714,
  "best_model_checkpoint": "CP2_HAR_vit-base-patch16-224/checkpoint-908",
  "epoch": 29.620253164556964,
  "eval_steps": 500,
  "global_step": 1170,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.9873417721518988,
      "grad_norm": 2.9084372520446777,
      "learning_rate": 1.6666666666666667e-05,
      "loss": 2.7032,
      "step": 39
    },
    {
      "epoch": 0.9873417721518988,
      "eval_accuracy": 0.3388888888888889,
      "eval_loss": 2.304168224334717,
      "eval_runtime": 10.2204,
      "eval_samples_per_second": 123.283,
      "eval_steps_per_second": 1.957,
      "step": 39
    },
    {
      "epoch": 2.0,
      "grad_norm": 2.045494318008423,
      "learning_rate": 3.376068376068376e-05,
      "loss": 1.7639,
      "step": 79
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7515873015873016,
      "eval_loss": 1.0595871210098267,
      "eval_runtime": 10.2792,
      "eval_samples_per_second": 122.577,
      "eval_steps_per_second": 1.946,
      "step": 79
    },
    {
      "epoch": 2.9873417721518987,
      "grad_norm": 1.7503687143325806,
      "learning_rate": 4.995251661918329e-05,
      "loss": 0.974,
      "step": 118
    },
    {
      "epoch": 2.9873417721518987,
      "eval_accuracy": 0.8134920634920635,
      "eval_loss": 0.6007124781608582,
      "eval_runtime": 10.208,
      "eval_samples_per_second": 123.432,
      "eval_steps_per_second": 1.959,
      "step": 118
    },
    {
      "epoch": 4.0,
      "grad_norm": 2.026381492614746,
      "learning_rate": 4.8053181386514724e-05,
      "loss": 0.7207,
      "step": 158
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8412698412698413,
      "eval_loss": 0.49882617592811584,
      "eval_runtime": 10.3437,
      "eval_samples_per_second": 121.813,
      "eval_steps_per_second": 1.934,
      "step": 158
    },
    {
      "epoch": 4.987341772151899,
      "grad_norm": 1.8753575086593628,
      "learning_rate": 4.620132953466287e-05,
      "loss": 0.6285,
      "step": 197
    },
    {
      "epoch": 4.987341772151899,
      "eval_accuracy": 0.8507936507936508,
      "eval_loss": 0.4587480425834656,
      "eval_runtime": 10.2618,
      "eval_samples_per_second": 122.785,
      "eval_steps_per_second": 1.949,
      "step": 197
    },
    {
      "epoch": 6.0,
      "grad_norm": 2.0627048015594482,
      "learning_rate": 4.4301994301994304e-05,
      "loss": 0.562,
      "step": 237
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8531746031746031,
      "eval_loss": 0.4662785232067108,
      "eval_runtime": 10.2093,
      "eval_samples_per_second": 123.417,
      "eval_steps_per_second": 1.959,
      "step": 237
    },
    {
      "epoch": 6.987341772151899,
      "grad_norm": 1.78373122215271,
      "learning_rate": 4.2450142450142457e-05,
      "loss": 0.5258,
      "step": 276
    },
    {
      "epoch": 6.987341772151899,
      "eval_accuracy": 0.8468253968253968,
      "eval_loss": 0.45184874534606934,
      "eval_runtime": 10.2263,
      "eval_samples_per_second": 123.211,
      "eval_steps_per_second": 1.956,
      "step": 276
    },
    {
      "epoch": 8.0,
      "grad_norm": 2.4166259765625,
      "learning_rate": 4.0550807217473884e-05,
      "loss": 0.4843,
      "step": 316
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.8603174603174604,
      "eval_loss": 0.4466171860694885,
      "eval_runtime": 10.1905,
      "eval_samples_per_second": 123.645,
      "eval_steps_per_second": 1.963,
      "step": 316
    },
    {
      "epoch": 8.987341772151899,
      "grad_norm": 2.37298321723938,
      "learning_rate": 3.8698955365622036e-05,
      "loss": 0.4491,
      "step": 355
    },
    {
      "epoch": 8.987341772151899,
      "eval_accuracy": 0.8523809523809524,
      "eval_loss": 0.43793126940727234,
      "eval_runtime": 10.2956,
      "eval_samples_per_second": 122.382,
      "eval_steps_per_second": 1.943,
      "step": 355
    },
    {
      "epoch": 10.0,
      "grad_norm": 2.5339529514312744,
      "learning_rate": 3.679962013295346e-05,
      "loss": 0.4288,
      "step": 395
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.8674603174603175,
      "eval_loss": 0.432355135679245,
      "eval_runtime": 10.268,
      "eval_samples_per_second": 122.712,
      "eval_steps_per_second": 1.948,
      "step": 395
    },
    {
      "epoch": 10.987341772151899,
      "grad_norm": 1.7715898752212524,
      "learning_rate": 3.4947768281101616e-05,
      "loss": 0.4183,
      "step": 434
    },
    {
      "epoch": 10.987341772151899,
      "eval_accuracy": 0.8642857142857143,
      "eval_loss": 0.44705930352211,
      "eval_runtime": 10.2591,
      "eval_samples_per_second": 122.817,
      "eval_steps_per_second": 1.949,
      "step": 434
    },
    {
      "epoch": 12.0,
      "grad_norm": 2.3940932750701904,
      "learning_rate": 3.304843304843305e-05,
      "loss": 0.3882,
      "step": 474
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.8579365079365079,
      "eval_loss": 0.43507805466651917,
      "eval_runtime": 10.2613,
      "eval_samples_per_second": 122.792,
      "eval_steps_per_second": 1.949,
      "step": 474
    },
    {
      "epoch": 12.987341772151899,
      "grad_norm": 2.104583501815796,
      "learning_rate": 3.1196581196581195e-05,
      "loss": 0.3777,
      "step": 513
    },
    {
      "epoch": 12.987341772151899,
      "eval_accuracy": 0.8611111111111112,
      "eval_loss": 0.432034432888031,
      "eval_runtime": 10.2065,
      "eval_samples_per_second": 123.451,
      "eval_steps_per_second": 1.96,
      "step": 513
    },
    {
      "epoch": 14.0,
      "grad_norm": 2.3956658840179443,
      "learning_rate": 2.9297245963912633e-05,
      "loss": 0.3497,
      "step": 553
    },
    {
      "epoch": 14.0,
      "eval_accuracy": 0.8642857142857143,
      "eval_loss": 0.4432290196418762,
      "eval_runtime": 10.2012,
      "eval_samples_per_second": 123.515,
      "eval_steps_per_second": 1.961,
      "step": 553
    },
    {
      "epoch": 14.987341772151899,
      "grad_norm": 2.0552070140838623,
      "learning_rate": 2.744539411206078e-05,
      "loss": 0.347,
      "step": 592
    },
    {
      "epoch": 14.987341772151899,
      "eval_accuracy": 0.8690476190476191,
      "eval_loss": 0.4347086548805237,
      "eval_runtime": 10.2609,
      "eval_samples_per_second": 122.797,
      "eval_steps_per_second": 1.949,
      "step": 592
    },
    {
      "epoch": 16.0,
      "grad_norm": 2.1157126426696777,
      "learning_rate": 2.5546058879392216e-05,
      "loss": 0.3331,
      "step": 632
    },
    {
      "epoch": 16.0,
      "eval_accuracy": 0.8603174603174604,
      "eval_loss": 0.4517436623573303,
      "eval_runtime": 10.3042,
      "eval_samples_per_second": 122.28,
      "eval_steps_per_second": 1.941,
      "step": 632
    },
    {
      "epoch": 16.9873417721519,
      "grad_norm": 1.8309712409973145,
      "learning_rate": 2.3694207027540365e-05,
      "loss": 0.3219,
      "step": 671
    },
    {
      "epoch": 16.9873417721519,
      "eval_accuracy": 0.8666666666666667,
      "eval_loss": 0.44011229276657104,
      "eval_runtime": 10.2371,
      "eval_samples_per_second": 123.082,
      "eval_steps_per_second": 1.954,
      "step": 671
    },
    {
      "epoch": 18.0,
      "grad_norm": 2.178051710128784,
      "learning_rate": 2.1794871794871795e-05,
      "loss": 0.3081,
      "step": 711
    },
    {
      "epoch": 18.0,
      "eval_accuracy": 0.8690476190476191,
      "eval_loss": 0.4321274161338806,
      "eval_runtime": 10.2691,
      "eval_samples_per_second": 122.699,
      "eval_steps_per_second": 1.948,
      "step": 711
    },
    {
      "epoch": 18.9873417721519,
      "grad_norm": 2.0867300033569336,
      "learning_rate": 1.9943019943019945e-05,
      "loss": 0.3194,
      "step": 750
    },
    {
      "epoch": 18.9873417721519,
      "eval_accuracy": 0.8690476190476191,
      "eval_loss": 0.4421131908893585,
      "eval_runtime": 10.2636,
      "eval_samples_per_second": 122.764,
      "eval_steps_per_second": 1.949,
      "step": 750
    },
    {
      "epoch": 20.0,
      "grad_norm": 2.312155246734619,
      "learning_rate": 1.804368471035138e-05,
      "loss": 0.3102,
      "step": 790
    },
    {
      "epoch": 20.0,
      "eval_accuracy": 0.8682539682539683,
      "eval_loss": 0.4470122754573822,
      "eval_runtime": 10.428,
      "eval_samples_per_second": 120.829,
      "eval_steps_per_second": 1.918,
      "step": 790
    },
    {
      "epoch": 20.9873417721519,
      "grad_norm": 1.674055814743042,
      "learning_rate": 1.6191832858499524e-05,
      "loss": 0.2908,
      "step": 829
    },
    {
      "epoch": 20.9873417721519,
      "eval_accuracy": 0.8666666666666667,
      "eval_loss": 0.4368663430213928,
      "eval_runtime": 10.304,
      "eval_samples_per_second": 122.282,
      "eval_steps_per_second": 1.941,
      "step": 829
    },
    {
      "epoch": 22.0,
      "grad_norm": 1.8067846298217773,
      "learning_rate": 1.4292497625830961e-05,
      "loss": 0.2794,
      "step": 869
    },
    {
      "epoch": 22.0,
      "eval_accuracy": 0.8642857142857143,
      "eval_loss": 0.4426242411136627,
      "eval_runtime": 10.2667,
      "eval_samples_per_second": 122.726,
      "eval_steps_per_second": 1.948,
      "step": 869
    },
    {
      "epoch": 22.9873417721519,
      "grad_norm": 2.093015193939209,
      "learning_rate": 1.2440645773979107e-05,
      "loss": 0.2684,
      "step": 908
    },
    {
      "epoch": 22.9873417721519,
      "eval_accuracy": 0.8714285714285714,
      "eval_loss": 0.4378375709056854,
      "eval_runtime": 10.2839,
      "eval_samples_per_second": 122.522,
      "eval_steps_per_second": 1.945,
      "step": 908
    },
    {
      "epoch": 24.0,
      "grad_norm": 1.7382984161376953,
      "learning_rate": 1.0541310541310543e-05,
      "loss": 0.2635,
      "step": 948
    },
    {
      "epoch": 24.0,
      "eval_accuracy": 0.8698412698412699,
      "eval_loss": 0.44393062591552734,
      "eval_runtime": 10.2502,
      "eval_samples_per_second": 122.924,
      "eval_steps_per_second": 1.951,
      "step": 948
    },
    {
      "epoch": 24.9873417721519,
      "grad_norm": 1.4845259189605713,
      "learning_rate": 8.68945868945869e-06,
      "loss": 0.2754,
      "step": 987
    },
    {
      "epoch": 24.9873417721519,
      "eval_accuracy": 0.8642857142857143,
      "eval_loss": 0.45485520362854004,
      "eval_runtime": 10.2015,
      "eval_samples_per_second": 123.511,
      "eval_steps_per_second": 1.96,
      "step": 987
    },
    {
      "epoch": 26.0,
      "grad_norm": 1.6323109865188599,
      "learning_rate": 6.790123456790123e-06,
      "loss": 0.2669,
      "step": 1027
    },
    {
      "epoch": 26.0,
      "eval_accuracy": 0.8674603174603175,
      "eval_loss": 0.44393137097358704,
      "eval_runtime": 10.2535,
      "eval_samples_per_second": 122.885,
      "eval_steps_per_second": 1.951,
      "step": 1027
    },
    {
      "epoch": 26.9873417721519,
      "grad_norm": 1.589407205581665,
      "learning_rate": 4.938271604938272e-06,
      "loss": 0.2616,
      "step": 1066
    },
    {
      "epoch": 26.9873417721519,
      "eval_accuracy": 0.8714285714285714,
      "eval_loss": 0.4428676962852478,
      "eval_runtime": 10.2429,
      "eval_samples_per_second": 123.012,
      "eval_steps_per_second": 1.953,
      "step": 1066
    },
    {
      "epoch": 28.0,
      "grad_norm": 1.8043303489685059,
      "learning_rate": 3.038936372269706e-06,
      "loss": 0.2501,
      "step": 1106
    },
    {
      "epoch": 28.0,
      "eval_accuracy": 0.8698412698412699,
      "eval_loss": 0.4408431649208069,
      "eval_runtime": 10.1648,
      "eval_samples_per_second": 123.957,
      "eval_steps_per_second": 1.968,
      "step": 1106
    },
    {
      "epoch": 28.9873417721519,
      "grad_norm": 2.025970935821533,
      "learning_rate": 1.1870845204178538e-06,
      "loss": 0.2622,
      "step": 1145
    },
    {
      "epoch": 28.9873417721519,
      "eval_accuracy": 0.8682539682539683,
      "eval_loss": 0.4434352219104767,
      "eval_runtime": 10.25,
      "eval_samples_per_second": 122.927,
      "eval_steps_per_second": 1.951,
      "step": 1145
    },
    {
      "epoch": 29.620253164556964,
      "grad_norm": 1.5968279838562012,
      "learning_rate": 0.0,
      "loss": 0.2511,
      "step": 1170
    },
    {
      "epoch": 29.620253164556964,
      "eval_accuracy": 0.8682539682539683,
      "eval_loss": 0.44374439120292664,
      "eval_runtime": 10.1581,
      "eval_samples_per_second": 124.038,
      "eval_steps_per_second": 1.969,
      "step": 1170
    },
    {
      "epoch": 29.620253164556964,
      "step": 1170,
      "total_flos": 2.3141184141358596e+19,
      "train_loss": 0.5155148339067769,
      "train_runtime": 6443.0087,
      "train_samples_per_second": 46.935,
      "train_steps_per_second": 0.182
    }
  ],
  "logging_steps": 500,
  "max_steps": 1170,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 30,
  "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": 2.3141184141358596e+19,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}