|
{ |
|
"best_metric": 0.9825148809523809, |
|
"best_model_checkpoint": "vit-base-patch16-224-in21k-finetuned-eurosat/checkpoint-567", |
|
"epoch": 3.0, |
|
"global_step": 567, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.05, |
|
"learning_rate": 8.771929824561403e-06, |
|
"loss": 2.3141, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.11, |
|
"learning_rate": 1.7543859649122806e-05, |
|
"loss": 2.2088, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.16, |
|
"learning_rate": 2.6315789473684212e-05, |
|
"loss": 2.1541, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.21, |
|
"learning_rate": 3.508771929824561e-05, |
|
"loss": 1.8185, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.26, |
|
"learning_rate": 4.3859649122807014e-05, |
|
"loss": 1.468, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"learning_rate": 4.970588235294118e-05, |
|
"loss": 1.3207, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.37, |
|
"learning_rate": 4.872549019607843e-05, |
|
"loss": 0.9924, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.42, |
|
"learning_rate": 4.774509803921569e-05, |
|
"loss": 0.7575, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"learning_rate": 4.6764705882352944e-05, |
|
"loss": 0.4987, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.53, |
|
"learning_rate": 4.5784313725490194e-05, |
|
"loss": 0.5602, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.58, |
|
"learning_rate": 4.480392156862745e-05, |
|
"loss": 0.6816, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"learning_rate": 4.382352941176471e-05, |
|
"loss": 0.6875, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.69, |
|
"learning_rate": 4.284313725490196e-05, |
|
"loss": 0.4998, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 0.74, |
|
"learning_rate": 4.1862745098039217e-05, |
|
"loss": 0.4879, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 0.79, |
|
"learning_rate": 4.0882352941176474e-05, |
|
"loss": 0.3393, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.85, |
|
"learning_rate": 3.990196078431373e-05, |
|
"loss": 0.2399, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 0.9, |
|
"learning_rate": 3.892156862745098e-05, |
|
"loss": 0.3542, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 0.95, |
|
"learning_rate": 3.794117647058824e-05, |
|
"loss": 0.2284, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9657738095238095, |
|
"eval_loss": 0.27978515625, |
|
"eval_runtime": 7.7904, |
|
"eval_samples_per_second": 345.039, |
|
"eval_steps_per_second": 21.565, |
|
"step": 189 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"learning_rate": 3.6960784313725496e-05, |
|
"loss": 0.2552, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 1.06, |
|
"learning_rate": 3.5980392156862746e-05, |
|
"loss": 0.2004, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 1.11, |
|
"learning_rate": 3.5e-05, |
|
"loss": 0.2532, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 1.16, |
|
"learning_rate": 3.401960784313726e-05, |
|
"loss": 0.3075, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 1.22, |
|
"learning_rate": 3.303921568627451e-05, |
|
"loss": 0.2281, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 1.27, |
|
"learning_rate": 3.205882352941177e-05, |
|
"loss": 0.3189, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 1.32, |
|
"learning_rate": 3.107843137254902e-05, |
|
"loss": 0.3038, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 1.38, |
|
"learning_rate": 3.0098039215686273e-05, |
|
"loss": 0.1736, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 1.43, |
|
"learning_rate": 2.9117647058823534e-05, |
|
"loss": 0.2718, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 1.48, |
|
"learning_rate": 2.8137254901960784e-05, |
|
"loss": 0.3009, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 1.53, |
|
"learning_rate": 2.7156862745098038e-05, |
|
"loss": 0.2359, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 1.59, |
|
"learning_rate": 2.6176470588235295e-05, |
|
"loss": 0.2563, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 1.64, |
|
"learning_rate": 2.519607843137255e-05, |
|
"loss": 0.2496, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 1.69, |
|
"learning_rate": 2.4215686274509806e-05, |
|
"loss": 0.324, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 1.75, |
|
"learning_rate": 2.323529411764706e-05, |
|
"loss": 0.2806, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 1.8, |
|
"learning_rate": 2.2254901960784314e-05, |
|
"loss": 0.3569, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 1.85, |
|
"learning_rate": 2.1274509803921568e-05, |
|
"loss": 0.2734, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 1.9, |
|
"learning_rate": 2.0294117647058825e-05, |
|
"loss": 0.2582, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 1.96, |
|
"learning_rate": 1.931372549019608e-05, |
|
"loss": 0.2262, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9799107142857143, |
|
"eval_loss": 0.1624755859375, |
|
"eval_runtime": 7.8583, |
|
"eval_samples_per_second": 342.057, |
|
"eval_steps_per_second": 21.379, |
|
"step": 378 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"learning_rate": 1.8333333333333333e-05, |
|
"loss": 0.4627, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 2.06, |
|
"learning_rate": 1.735294117647059e-05, |
|
"loss": 0.2553, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 2.12, |
|
"learning_rate": 1.6372549019607844e-05, |
|
"loss": 0.1291, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 2.17, |
|
"learning_rate": 1.53921568627451e-05, |
|
"loss": 0.1432, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 2.22, |
|
"learning_rate": 1.4411764705882352e-05, |
|
"loss": 0.3603, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 2.28, |
|
"learning_rate": 1.3431372549019607e-05, |
|
"loss": 0.2984, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 2.33, |
|
"learning_rate": 1.2450980392156863e-05, |
|
"loss": 0.1232, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 2.38, |
|
"learning_rate": 1.1470588235294118e-05, |
|
"loss": 0.215, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 2.43, |
|
"learning_rate": 1.0490196078431374e-05, |
|
"loss": 0.1089, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 2.49, |
|
"learning_rate": 9.509803921568628e-06, |
|
"loss": 0.2441, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 2.54, |
|
"learning_rate": 8.529411764705883e-06, |
|
"loss": 0.127, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 2.59, |
|
"learning_rate": 7.549019607843137e-06, |
|
"loss": 0.1098, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 2.65, |
|
"learning_rate": 6.568627450980393e-06, |
|
"loss": 0.1042, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 2.7, |
|
"learning_rate": 5.588235294117647e-06, |
|
"loss": 0.1162, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 2.75, |
|
"learning_rate": 4.607843137254902e-06, |
|
"loss": 0.1821, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 2.8, |
|
"learning_rate": 3.6274509803921573e-06, |
|
"loss": 0.3014, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 2.86, |
|
"learning_rate": 2.647058823529412e-06, |
|
"loss": 0.181, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 2.91, |
|
"learning_rate": 1.6666666666666667e-06, |
|
"loss": 0.1033, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"learning_rate": 6.862745098039216e-07, |
|
"loss": 0.1693, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.9825148809523809, |
|
"eval_loss": 0.1412353515625, |
|
"eval_runtime": 7.3548, |
|
"eval_samples_per_second": 365.475, |
|
"eval_steps_per_second": 22.842, |
|
"step": 567 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"step": 567, |
|
"total_flos": 7.199311221168632e+20, |
|
"train_loss": 0.46718859798693785, |
|
"train_runtime": 815.2101, |
|
"train_samples_per_second": 89.027, |
|
"train_steps_per_second": 0.696 |
|
} |
|
], |
|
"max_steps": 567, |
|
"num_train_epochs": 3, |
|
"start_time": 1670273012.1493745, |
|
"total_flos": 7.199311221168632e+20, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|