{ "best_metric": 0.7647058823529411, "best_model_checkpoint": "convnext-tiny-224-drfx-CT-classifier/checkpoint-40", "epoch": 15.0, "global_step": 60, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_accuracy": 0.5882352941176471, "eval_loss": 0.7083577513694763, "eval_runtime": 0.4547, "eval_samples_per_second": 37.384, "eval_steps_per_second": 10.995, "step": 4 }, { "epoch": 2.0, "eval_accuracy": 0.5294117647058824, "eval_loss": 0.7021164894104004, "eval_runtime": 0.194, "eval_samples_per_second": 87.643, "eval_steps_per_second": 25.777, "step": 8 }, { "epoch": 2.5, "learning_rate": 4.62962962962963e-05, "loss": 0.6143, "step": 10 }, { "epoch": 3.0, "eval_accuracy": 0.4117647058823529, "eval_loss": 0.702375054359436, "eval_runtime": 0.2072, "eval_samples_per_second": 82.045, "eval_steps_per_second": 24.131, "step": 12 }, { "epoch": 4.0, "eval_accuracy": 0.5294117647058824, "eval_loss": 0.6856038570404053, "eval_runtime": 0.2259, "eval_samples_per_second": 75.262, "eval_steps_per_second": 22.136, "step": 16 }, { "epoch": 5.0, "learning_rate": 3.7037037037037037e-05, "loss": 0.6154, "step": 20 }, { "epoch": 5.0, "eval_accuracy": 0.5294117647058824, "eval_loss": 0.6955483555793762, "eval_runtime": 0.1803, "eval_samples_per_second": 94.292, "eval_steps_per_second": 27.733, "step": 20 }, { "epoch": 6.0, "eval_accuracy": 0.5294117647058824, "eval_loss": 0.7119423747062683, "eval_runtime": 0.1899, "eval_samples_per_second": 89.52, "eval_steps_per_second": 26.329, "step": 24 }, { "epoch": 7.0, "eval_accuracy": 0.5882352941176471, "eval_loss": 0.7085601091384888, "eval_runtime": 0.1459, "eval_samples_per_second": 116.502, "eval_steps_per_second": 34.265, "step": 28 }, { "epoch": 7.5, "learning_rate": 2.777777777777778e-05, "loss": 0.5786, "step": 30 }, { "epoch": 8.0, "eval_accuracy": 0.5882352941176471, "eval_loss": 0.6967045068740845, "eval_runtime": 0.1479, "eval_samples_per_second": 114.916, "eval_steps_per_second": 33.799, "step": 32 }, { "epoch": 9.0, "eval_accuracy": 0.6470588235294118, "eval_loss": 0.6773281097412109, "eval_runtime": 0.1449, "eval_samples_per_second": 117.312, "eval_steps_per_second": 34.504, "step": 36 }, { "epoch": 10.0, "learning_rate": 1.8518518518518518e-05, "loss": 0.5026, "step": 40 }, { "epoch": 10.0, "eval_accuracy": 0.7647058823529411, "eval_loss": 0.6537247896194458, "eval_runtime": 0.1787, "eval_samples_per_second": 95.157, "eval_steps_per_second": 27.987, "step": 40 }, { "epoch": 11.0, "eval_accuracy": 0.7647058823529411, "eval_loss": 0.6439494490623474, "eval_runtime": 0.1774, "eval_samples_per_second": 95.855, "eval_steps_per_second": 28.193, "step": 44 }, { "epoch": 12.0, "eval_accuracy": 0.7647058823529411, "eval_loss": 0.6389846205711365, "eval_runtime": 0.155, "eval_samples_per_second": 109.699, "eval_steps_per_second": 32.264, "step": 48 }, { "epoch": 12.5, "learning_rate": 9.259259259259259e-06, "loss": 0.5086, "step": 50 }, { "epoch": 13.0, "eval_accuracy": 0.7647058823529411, "eval_loss": 0.6434133052825928, "eval_runtime": 0.1482, "eval_samples_per_second": 114.73, "eval_steps_per_second": 33.744, "step": 52 }, { "epoch": 14.0, "eval_accuracy": 0.7647058823529411, "eval_loss": 0.6424618363380432, "eval_runtime": 0.1541, "eval_samples_per_second": 110.305, "eval_steps_per_second": 32.443, "step": 56 }, { "epoch": 15.0, "learning_rate": 0.0, "loss": 0.448, "step": 60 }, { "epoch": 15.0, "eval_accuracy": 0.7647058823529411, "eval_loss": 0.645173192024231, "eval_runtime": 0.1497, "eval_samples_per_second": 113.564, "eval_steps_per_second": 33.401, "step": 60 }, { "epoch": 15.0, "step": 60, "total_flos": 2.412253290037248e+16, "train_loss": 0.5445812543233236, "train_runtime": 64.3122, "train_samples_per_second": 14.927, "train_steps_per_second": 0.933 } ], "max_steps": 60, "num_train_epochs": 15, "total_flos": 2.412253290037248e+16, "trial_name": null, "trial_params": null }