| { | |
| "best_metric": 0.9659090909090909, | |
| "best_model_checkpoint": "swinv2-large-patch4-window12to16-192to256-22kto1k-ft-finetuned-eurosat-50/checkpoint-330", | |
| "epoch": 6.0, | |
| "global_step": 330, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 6.060606060606061e-07, | |
| "loss": 0.3989, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 1.2121212121212122e-06, | |
| "loss": 0.4458, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 1.8181818181818183e-06, | |
| "loss": 0.4395, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 2.4242424242424244e-06, | |
| "loss": 0.4139, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "learning_rate": 3.0303030303030305e-06, | |
| "loss": 0.4562, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8897727272727273, | |
| "eval_loss": 0.3206745386123657, | |
| "eval_runtime": 10.9207, | |
| "eval_samples_per_second": 80.581, | |
| "eval_steps_per_second": 5.036, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "learning_rate": 3.6363636363636366e-06, | |
| "loss": 0.424, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "learning_rate": 4.242424242424243e-06, | |
| "loss": 0.4218, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 4.848484848484849e-06, | |
| "loss": 0.3912, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "learning_rate": 5.4545454545454545e-06, | |
| "loss": 0.3665, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 1.82, | |
| "learning_rate": 6.060606060606061e-06, | |
| "loss": 0.3969, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 6.666666666666667e-06, | |
| "loss": 0.372, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9068181818181819, | |
| "eval_loss": 0.2666811943054199, | |
| "eval_runtime": 10.9113, | |
| "eval_samples_per_second": 80.65, | |
| "eval_steps_per_second": 5.041, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "learning_rate": 7.272727272727273e-06, | |
| "loss": 0.35, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "learning_rate": 7.87878787878788e-06, | |
| "loss": 0.275, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "learning_rate": 8.484848484848486e-06, | |
| "loss": 0.2911, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 2.73, | |
| "learning_rate": 9.090909090909091e-06, | |
| "loss": 0.2794, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 9.696969696969698e-06, | |
| "loss": 0.2776, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9125, | |
| "eval_loss": 0.2862165570259094, | |
| "eval_runtime": 11.069, | |
| "eval_samples_per_second": 79.501, | |
| "eval_steps_per_second": 4.969, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 9.696969696969698e-06, | |
| "loss": 0.3096, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 3.27, | |
| "learning_rate": 9.090909090909091e-06, | |
| "loss": 0.2071, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 3.45, | |
| "learning_rate": 8.484848484848486e-06, | |
| "loss": 0.2234, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 3.64, | |
| "learning_rate": 7.87878787878788e-06, | |
| "loss": 0.2446, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 3.82, | |
| "learning_rate": 7.272727272727273e-06, | |
| "loss": 0.1926, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 6.666666666666667e-06, | |
| "loss": 0.2018, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9397727272727273, | |
| "eval_loss": 0.19657106697559357, | |
| "eval_runtime": 10.9849, | |
| "eval_samples_per_second": 80.11, | |
| "eval_steps_per_second": 5.007, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 4.18, | |
| "learning_rate": 6.060606060606061e-06, | |
| "loss": 0.1894, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 4.36, | |
| "learning_rate": 5.4545454545454545e-06, | |
| "loss": 0.2126, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 4.55, | |
| "learning_rate": 4.848484848484849e-06, | |
| "loss": 0.2101, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 4.73, | |
| "learning_rate": 4.242424242424243e-06, | |
| "loss": 0.2062, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 4.91, | |
| "learning_rate": 3.6363636363636366e-06, | |
| "loss": 0.2751, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9375, | |
| "eval_loss": 0.1937328726053238, | |
| "eval_runtime": 10.9353, | |
| "eval_samples_per_second": 80.474, | |
| "eval_steps_per_second": 5.03, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 5.09, | |
| "learning_rate": 3.0303030303030305e-06, | |
| "loss": 0.219, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 5.27, | |
| "learning_rate": 2.4242424242424244e-06, | |
| "loss": 0.2875, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 5.45, | |
| "learning_rate": 1.8181818181818183e-06, | |
| "loss": 0.2401, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 5.64, | |
| "learning_rate": 1.2121212121212122e-06, | |
| "loss": 0.2208, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 5.82, | |
| "learning_rate": 6.060606060606061e-07, | |
| "loss": 0.2734, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "learning_rate": 0.0, | |
| "loss": 0.2764, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9659090909090909, | |
| "eval_loss": 0.11989254504442215, | |
| "eval_runtime": 11.0047, | |
| "eval_samples_per_second": 79.966, | |
| "eval_steps_per_second": 4.998, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "step": 330, | |
| "total_flos": 4.860822854913491e+18, | |
| "train_loss": 0.3027138883417303, | |
| "train_runtime": 956.6189, | |
| "train_samples_per_second": 22.065, | |
| "train_steps_per_second": 0.345 | |
| } | |
| ], | |
| "max_steps": 330, | |
| "num_train_epochs": 6, | |
| "total_flos": 4.860822854913491e+18, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |