trainer_state.json

{
  "best_metric": 0.018954848870635033,
  "best_model_checkpoint": "swinv2-tiny-patch4-window8-256-Kontur-competition-1.3K/checkpoint-52",
  "epoch": 12.631578947368421,
  "eval_steps": 500,
  "global_step": 60,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.84,
      "eval_loss": 0.6833776235580444,
      "eval_runtime": 3.0114,
      "eval_samples_per_second": 44.165,
      "eval_steps_per_second": 0.996,
      "step": 4
    },
    {
      "epoch": 1.89,
      "eval_loss": 0.4898586869239807,
      "eval_runtime": 3.4038,
      "eval_samples_per_second": 39.074,
      "eval_steps_per_second": 0.881,
      "step": 9
    },
    {
      "epoch": 2.11,
      "grad_norm": 2.64339280128479,
      "learning_rate": 4.62962962962963e-05,
      "loss": 0.6773,
      "step": 10
    },
    {
      "epoch": 2.95,
      "eval_loss": 0.2752000093460083,
      "eval_runtime": 2.6262,
      "eval_samples_per_second": 50.644,
      "eval_steps_per_second": 1.142,
      "step": 14
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.13112162053585052,
      "eval_runtime": 2.6149,
      "eval_samples_per_second": 50.862,
      "eval_steps_per_second": 1.147,
      "step": 19
    },
    {
      "epoch": 4.21,
      "grad_norm": 2.5273399353027344,
      "learning_rate": 3.7037037037037037e-05,
      "loss": 0.3528,
      "step": 20
    },
    {
      "epoch": 4.84,
      "eval_loss": 0.08120357245206833,
      "eval_runtime": 3.1533,
      "eval_samples_per_second": 42.178,
      "eval_steps_per_second": 0.951,
      "step": 23
    },
    {
      "epoch": 5.89,
      "eval_loss": 0.04769232124090195,
      "eval_runtime": 2.61,
      "eval_samples_per_second": 50.958,
      "eval_steps_per_second": 1.149,
      "step": 28
    },
    {
      "epoch": 6.32,
      "grad_norm": 13.101208686828613,
      "learning_rate": 2.777777777777778e-05,
      "loss": 0.1595,
      "step": 30
    },
    {
      "epoch": 6.95,
      "eval_loss": 0.028914544731378555,
      "eval_runtime": 3.2525,
      "eval_samples_per_second": 40.891,
      "eval_steps_per_second": 0.922,
      "step": 33
    },
    {
      "epoch": 8.0,
      "eval_loss": 0.022866781800985336,
      "eval_runtime": 2.636,
      "eval_samples_per_second": 50.456,
      "eval_steps_per_second": 1.138,
      "step": 38
    },
    {
      "epoch": 8.42,
      "grad_norm": 7.744855880737305,
      "learning_rate": 1.8518518518518518e-05,
      "loss": 0.1054,
      "step": 40
    },
    {
      "epoch": 8.84,
      "eval_loss": 0.02127755992114544,
      "eval_runtime": 2.7818,
      "eval_samples_per_second": 47.812,
      "eval_steps_per_second": 1.078,
      "step": 42
    },
    {
      "epoch": 9.89,
      "eval_loss": 0.028130069375038147,
      "eval_runtime": 3.1605,
      "eval_samples_per_second": 42.083,
      "eval_steps_per_second": 0.949,
      "step": 47
    },
    {
      "epoch": 10.53,
      "grad_norm": 4.180393695831299,
      "learning_rate": 9.259259259259259e-06,
      "loss": 0.0822,
      "step": 50
    },
    {
      "epoch": 10.95,
      "eval_loss": 0.018954848870635033,
      "eval_runtime": 3.079,
      "eval_samples_per_second": 43.196,
      "eval_steps_per_second": 0.974,
      "step": 52
    },
    {
      "epoch": 12.0,
      "eval_loss": 0.023994147777557373,
      "eval_runtime": 2.9444,
      "eval_samples_per_second": 45.17,
      "eval_steps_per_second": 1.019,
      "step": 57
    },
    {
      "epoch": 12.63,
      "grad_norm": 2.7027509212493896,
      "learning_rate": 0.0,
      "loss": 0.076,
      "step": 60
    },
    {
      "epoch": 12.63,
      "eval_loss": 0.023665426298975945,
      "eval_runtime": 3.0873,
      "eval_samples_per_second": 43.079,
      "eval_steps_per_second": 0.972,
      "step": 60
    },
    {
      "epoch": 12.63,
      "step": 60,
      "total_flos": 4.9113822316304794e+17,
      "train_loss": 0.24218196471532186,
      "train_runtime": 426.607,
      "train_samples_per_second": 41.982,
      "train_steps_per_second": 0.141
    }
  ],
  "logging_steps": 10,
  "max_steps": 60,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 15,
  "save_steps": 500,
  "total_flos": 4.9113822316304794e+17,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}