{ "best_metric": 0.9791666666666666, "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": 2.3127, "step": 10 }, { "epoch": 0.11, "learning_rate": 1.7543859649122806e-05, "loss": 2.2527, "step": 20 }, { "epoch": 0.16, "learning_rate": 2.6315789473684212e-05, "loss": 2.1359, "step": 30 }, { "epoch": 0.21, "learning_rate": 3.508771929824561e-05, "loss": 1.8139, "step": 40 }, { "epoch": 0.26, "learning_rate": 4.3859649122807014e-05, "loss": 1.5964, "step": 50 }, { "epoch": 0.32, "learning_rate": 4.970588235294118e-05, "loss": 1.2502, "step": 60 }, { "epoch": 0.37, "learning_rate": 4.872549019607843e-05, "loss": 0.962, "step": 70 }, { "epoch": 0.42, "learning_rate": 4.774509803921569e-05, "loss": 0.8233, "step": 80 }, { "epoch": 0.48, "learning_rate": 4.6764705882352944e-05, "loss": 0.5574, "step": 90 }, { "epoch": 0.53, "learning_rate": 4.5784313725490194e-05, "loss": 0.6041, "step": 100 }, { "epoch": 0.58, "learning_rate": 4.480392156862745e-05, "loss": 0.484, "step": 110 }, { "epoch": 0.63, "learning_rate": 4.382352941176471e-05, "loss": 0.4123, "step": 120 }, { "epoch": 0.69, "learning_rate": 4.284313725490196e-05, "loss": 0.3052, "step": 130 }, { "epoch": 0.74, "learning_rate": 4.1862745098039217e-05, "loss": 0.5792, "step": 140 }, { "epoch": 0.79, "learning_rate": 4.0882352941176474e-05, "loss": 0.6366, "step": 150 }, { "epoch": 0.85, "learning_rate": 3.990196078431373e-05, "loss": 0.3072, "step": 160 }, { "epoch": 0.9, "learning_rate": 3.892156862745098e-05, "loss": 0.506, "step": 170 }, { "epoch": 0.95, "learning_rate": 3.794117647058824e-05, "loss": 0.3961, "step": 180 }, { "epoch": 1.0, "eval_accuracy": 0.9609375, "eval_loss": 0.29638671875, "eval_runtime": 7.8374, "eval_samples_per_second": 342.973, "eval_steps_per_second": 21.436, "step": 189 }, { "epoch": 1.01, "learning_rate": 3.6960784313725496e-05, "loss": 0.3134, "step": 190 }, { "epoch": 1.06, "learning_rate": 3.5980392156862746e-05, "loss": 0.301, "step": 200 }, { "epoch": 1.11, "learning_rate": 3.5e-05, "loss": 0.2332, "step": 210 }, { "epoch": 1.16, "learning_rate": 3.401960784313726e-05, "loss": 0.2439, "step": 220 }, { "epoch": 1.22, "learning_rate": 3.303921568627451e-05, "loss": 0.3456, "step": 230 }, { "epoch": 1.27, "learning_rate": 3.205882352941177e-05, "loss": 0.4117, "step": 240 }, { "epoch": 1.32, "learning_rate": 3.107843137254902e-05, "loss": 0.2915, "step": 250 }, { "epoch": 1.38, "learning_rate": 3.0098039215686273e-05, "loss": 0.3343, "step": 260 }, { "epoch": 1.43, "learning_rate": 2.9117647058823534e-05, "loss": 0.4646, "step": 270 }, { "epoch": 1.48, "learning_rate": 2.8137254901960784e-05, "loss": 0.2341, "step": 280 }, { "epoch": 1.53, "learning_rate": 2.7156862745098038e-05, "loss": 0.2378, "step": 290 }, { "epoch": 1.59, "learning_rate": 2.6176470588235295e-05, "loss": 0.1518, "step": 300 }, { "epoch": 1.64, "learning_rate": 2.519607843137255e-05, "loss": 0.1586, "step": 310 }, { "epoch": 1.69, "learning_rate": 2.4215686274509806e-05, "loss": 0.2091, "step": 320 }, { "epoch": 1.75, "learning_rate": 2.323529411764706e-05, "loss": 0.3397, "step": 330 }, { "epoch": 1.8, "learning_rate": 2.2254901960784314e-05, "loss": 0.3218, "step": 340 }, { "epoch": 1.85, "learning_rate": 2.1274509803921568e-05, "loss": 0.1686, "step": 350 }, { "epoch": 1.9, "learning_rate": 2.0294117647058825e-05, "loss": 0.2736, "step": 360 }, { "epoch": 1.96, "learning_rate": 1.931372549019608e-05, "loss": 0.3819, "step": 370 }, { "epoch": 2.0, "eval_accuracy": 0.9773065476190477, "eval_loss": 0.17041015625, "eval_runtime": 7.4088, "eval_samples_per_second": 362.809, "eval_steps_per_second": 22.676, "step": 378 }, { "epoch": 2.01, "learning_rate": 1.8333333333333333e-05, "loss": 0.1427, "step": 380 }, { "epoch": 2.06, "learning_rate": 1.735294117647059e-05, "loss": 0.3301, "step": 390 }, { "epoch": 2.12, "learning_rate": 1.6372549019607844e-05, "loss": 0.144, "step": 400 }, { "epoch": 2.17, "learning_rate": 1.53921568627451e-05, "loss": 0.2526, "step": 410 }, { "epoch": 2.22, "learning_rate": 1.4411764705882352e-05, "loss": 0.2282, "step": 420 }, { "epoch": 2.28, "learning_rate": 1.3431372549019607e-05, "loss": 0.2293, "step": 430 }, { "epoch": 2.33, "learning_rate": 1.2450980392156863e-05, "loss": 0.1889, "step": 440 }, { "epoch": 2.38, "learning_rate": 1.1470588235294118e-05, "loss": 0.1527, "step": 450 }, { "epoch": 2.43, "learning_rate": 1.0490196078431374e-05, "loss": 0.1131, "step": 460 }, { "epoch": 2.49, "learning_rate": 9.509803921568628e-06, "loss": 0.1541, "step": 470 }, { "epoch": 2.54, "learning_rate": 8.529411764705883e-06, "loss": 0.1328, "step": 480 }, { "epoch": 2.59, "learning_rate": 7.549019607843137e-06, "loss": 0.1335, "step": 490 }, { "epoch": 2.65, "learning_rate": 6.568627450980393e-06, "loss": 0.2389, "step": 500 }, { "epoch": 2.7, "learning_rate": 5.588235294117647e-06, "loss": 0.1946, "step": 510 }, { "epoch": 2.75, "learning_rate": 4.607843137254902e-06, "loss": 0.1927, "step": 520 }, { "epoch": 2.8, "learning_rate": 3.6274509803921573e-06, "loss": 0.2805, "step": 530 }, { "epoch": 2.86, "learning_rate": 2.647058823529412e-06, "loss": 0.1217, "step": 540 }, { "epoch": 2.91, "learning_rate": 1.6666666666666667e-06, "loss": 0.1965, "step": 550 }, { "epoch": 2.96, "learning_rate": 6.862745098039216e-07, "loss": 0.152, "step": 560 }, { "epoch": 3.0, "eval_accuracy": 0.9791666666666666, "eval_loss": 0.1474609375, "eval_runtime": 7.3981, "eval_samples_per_second": 363.338, "eval_steps_per_second": 22.709, "step": 567 }, { "epoch": 3.0, "step": 567, "total_flos": 7.199311221168632e+20, "train_loss": 0.47797061442487876, "train_runtime": 780.2883, "train_samples_per_second": 93.012, "train_steps_per_second": 0.727 } ], "max_steps": 567, "num_train_epochs": 3, "start_time": 1670358735.7488465, "total_flos": 7.199311221168632e+20, "trial_name": null, "trial_params": null }