{ "best_metric": 0.009908660314977169, "best_model_checkpoint": "./vit-base-beans-demo-v2/checkpoint-300", "epoch": 5.0, "global_step": 325, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.15, "learning_rate": 0.00019384615384615385, "loss": 0.8469, "step": 10 }, { "epoch": 0.31, "learning_rate": 0.0001876923076923077, "loss": 0.474, "step": 20 }, { "epoch": 0.46, "learning_rate": 0.00018153846153846155, "loss": 0.4772, "step": 30 }, { "epoch": 0.62, "learning_rate": 0.0001753846153846154, "loss": 0.3322, "step": 40 }, { "epoch": 0.77, "learning_rate": 0.00016923076923076923, "loss": 0.2348, "step": 50 }, { "epoch": 0.92, "learning_rate": 0.0001630769230769231, "loss": 0.1734, "step": 60 }, { "epoch": 1.08, "learning_rate": 0.00015692307692307693, "loss": 0.2408, "step": 70 }, { "epoch": 1.23, "learning_rate": 0.00015076923076923077, "loss": 0.1521, "step": 80 }, { "epoch": 1.38, "learning_rate": 0.0001446153846153846, "loss": 0.0669, "step": 90 }, { "epoch": 1.54, "learning_rate": 0.00013846153846153847, "loss": 0.0705, "step": 100 }, { "epoch": 1.54, "eval_accuracy": 0.9924812030075187, "eval_loss": 0.056155215948820114, "eval_runtime": 4.6463, "eval_samples_per_second": 28.625, "eval_steps_per_second": 3.659, "step": 100 }, { "epoch": 1.69, "learning_rate": 0.0001323076923076923, "loss": 0.0878, "step": 110 }, { "epoch": 1.85, "learning_rate": 0.00012615384615384615, "loss": 0.0617, "step": 120 }, { "epoch": 2.0, "learning_rate": 0.00012, "loss": 0.0667, "step": 130 }, { "epoch": 2.15, "learning_rate": 0.00011384615384615384, "loss": 0.0469, "step": 140 }, { "epoch": 2.31, "learning_rate": 0.0001076923076923077, "loss": 0.03, "step": 150 }, { "epoch": 2.46, "learning_rate": 0.00010153846153846153, "loss": 0.042, "step": 160 }, { "epoch": 2.62, "learning_rate": 9.53846153846154e-05, "loss": 0.0172, "step": 170 }, { "epoch": 2.77, "learning_rate": 8.923076923076924e-05, "loss": 0.0227, "step": 180 }, { "epoch": 2.92, "learning_rate": 8.307692307692309e-05, "loss": 0.0135, "step": 190 }, { "epoch": 3.08, "learning_rate": 7.692307692307693e-05, "loss": 0.0123, "step": 200 }, { "epoch": 3.08, "eval_accuracy": 1.0, "eval_loss": 0.012411748990416527, "eval_runtime": 4.552, "eval_samples_per_second": 29.218, "eval_steps_per_second": 3.735, "step": 200 }, { "epoch": 3.23, "learning_rate": 7.076923076923078e-05, "loss": 0.0221, "step": 210 }, { "epoch": 3.38, "learning_rate": 6.461538461538462e-05, "loss": 0.0381, "step": 220 }, { "epoch": 3.54, "learning_rate": 5.846153846153847e-05, "loss": 0.0112, "step": 230 }, { "epoch": 3.69, "learning_rate": 5.230769230769231e-05, "loss": 0.0093, "step": 240 }, { "epoch": 3.85, "learning_rate": 4.615384615384616e-05, "loss": 0.0095, "step": 250 }, { "epoch": 4.0, "learning_rate": 4e-05, "loss": 0.0089, "step": 260 }, { "epoch": 4.15, "learning_rate": 3.384615384615385e-05, "loss": 0.0086, "step": 270 }, { "epoch": 4.31, "learning_rate": 2.7692307692307694e-05, "loss": 0.0085, "step": 280 }, { "epoch": 4.46, "learning_rate": 2.1538461538461542e-05, "loss": 0.008, "step": 290 }, { "epoch": 4.62, "learning_rate": 1.5384615384615387e-05, "loss": 0.008, "step": 300 }, { "epoch": 4.62, "eval_accuracy": 1.0, "eval_loss": 0.009908660314977169, "eval_runtime": 4.573, "eval_samples_per_second": 29.084, "eval_steps_per_second": 3.717, "step": 300 }, { "epoch": 4.77, "learning_rate": 9.230769230769232e-06, "loss": 0.008, "step": 310 }, { "epoch": 4.92, "learning_rate": 3.0769230769230774e-06, "loss": 0.0079, "step": 320 }, { "epoch": 5.0, "step": 325, "total_flos": 0.0, "train_loss": 0.11144641899145566, "train_runtime": 271.4578, "train_samples_per_second": 19.045, "train_steps_per_second": 1.197 } ], "max_steps": 325, "num_train_epochs": 5, "total_flos": 0.0, "trial_name": null, "trial_params": null }