{ "best_metric": 0.16537487506866455, "best_model_checkpoint": "./models/camera-type/checkpoint-400", "epoch": 5.0, "global_step": 2020, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.25, "learning_rate": 9.504950495049505e-05, "loss": 0.895, "step": 100 }, { "epoch": 0.5, "learning_rate": 9.014851485148515e-05, "loss": 0.4597, "step": 200 }, { "epoch": 0.5, "eval_accuracy": 0.9241622574955908, "eval_loss": 0.2800751328468323, "eval_runtime": 7.8295, "eval_samples_per_second": 72.419, "eval_steps_per_second": 9.068, "step": 200 }, { "epoch": 0.74, "learning_rate": 8.51980198019802e-05, "loss": 0.2158, "step": 300 }, { "epoch": 0.99, "learning_rate": 8.02970297029703e-05, "loss": 0.1375, "step": 400 }, { "epoch": 0.99, "eval_accuracy": 0.9382716049382716, "eval_loss": 0.16537487506866455, "eval_runtime": 8.6108, "eval_samples_per_second": 65.848, "eval_steps_per_second": 8.245, "step": 400 }, { "epoch": 1.24, "learning_rate": 7.534653465346535e-05, "loss": 0.097, "step": 500 }, { "epoch": 1.49, "learning_rate": 7.039603960396039e-05, "loss": 0.0795, "step": 600 }, { "epoch": 1.49, "eval_accuracy": 0.9382716049382716, "eval_loss": 0.1904107928276062, "eval_runtime": 7.6784, "eval_samples_per_second": 73.843, "eval_steps_per_second": 9.247, "step": 600 }, { "epoch": 1.73, "learning_rate": 6.544554455445545e-05, "loss": 0.0756, "step": 700 }, { "epoch": 1.98, "learning_rate": 6.0495049504950496e-05, "loss": 0.0686, "step": 800 }, { "epoch": 1.98, "eval_accuracy": 0.9453262786596119, "eval_loss": 0.18103937804698944, "eval_runtime": 8.0556, "eval_samples_per_second": 70.386, "eval_steps_per_second": 8.814, "step": 800 }, { "epoch": 2.23, "learning_rate": 5.5544554455445554e-05, "loss": 0.0369, "step": 900 }, { "epoch": 2.48, "learning_rate": 5.05940594059406e-05, "loss": 0.026, "step": 1000 }, { "epoch": 2.48, "eval_accuracy": 0.9400352733686067, "eval_loss": 0.22161062061786652, "eval_runtime": 7.6989, "eval_samples_per_second": 73.647, "eval_steps_per_second": 9.222, "step": 1000 }, { "epoch": 2.72, "learning_rate": 4.5643564356435645e-05, "loss": 0.0266, "step": 1100 }, { "epoch": 2.97, "learning_rate": 4.069306930693069e-05, "loss": 0.0495, "step": 1200 }, { "epoch": 2.97, "eval_accuracy": 0.9453262786596119, "eval_loss": 0.20959477126598358, "eval_runtime": 7.4625, "eval_samples_per_second": 75.98, "eval_steps_per_second": 9.514, "step": 1200 }, { "epoch": 3.22, "learning_rate": 3.579207920792079e-05, "loss": 0.0354, "step": 1300 }, { "epoch": 3.47, "learning_rate": 3.0841584158415845e-05, "loss": 0.0487, "step": 1400 }, { "epoch": 3.47, "eval_accuracy": 0.9435626102292769, "eval_loss": 0.21740128099918365, "eval_runtime": 7.5927, "eval_samples_per_second": 74.677, "eval_steps_per_second": 9.351, "step": 1400 }, { "epoch": 3.71, "learning_rate": 2.5891089108910893e-05, "loss": 0.0186, "step": 1500 }, { "epoch": 3.96, "learning_rate": 2.0940594059405942e-05, "loss": 0.0268, "step": 1600 }, { "epoch": 3.96, "eval_accuracy": 0.9453262786596119, "eval_loss": 0.23042456805706024, "eval_runtime": 7.4693, "eval_samples_per_second": 75.911, "eval_steps_per_second": 9.506, "step": 1600 }, { "epoch": 4.21, "learning_rate": 1.599009900990099e-05, "loss": 0.031, "step": 1700 }, { "epoch": 4.46, "learning_rate": 1.103960396039604e-05, "loss": 0.0254, "step": 1800 }, { "epoch": 4.46, "eval_accuracy": 0.9400352733686067, "eval_loss": 0.25736740231513977, "eval_runtime": 7.6456, "eval_samples_per_second": 74.16, "eval_steps_per_second": 9.286, "step": 1800 }, { "epoch": 4.7, "learning_rate": 6.089108910891089e-06, "loss": 0.0303, "step": 1900 }, { "epoch": 4.95, "learning_rate": 1.1386138613861386e-06, "loss": 0.0186, "step": 2000 }, { "epoch": 4.95, "eval_accuracy": 0.9382716049382716, "eval_loss": 0.3211604356765747, "eval_runtime": 7.4741, "eval_samples_per_second": 75.862, "eval_steps_per_second": 9.499, "step": 2000 }, { "epoch": 5.0, "step": 2020, "total_flos": 4.281430410244915e+17, "train_loss": 0.11905734094947872, "train_runtime": 363.8199, "train_samples_per_second": 55.412, "train_steps_per_second": 5.552 } ], "max_steps": 2020, "num_train_epochs": 5, "total_flos": 4.281430410244915e+17, "trial_name": null, "trial_params": null }