| { | |
| "best_metric": 0.7163555307885204, | |
| "best_model_checkpoint": "beit-base-patch16-224-pt22k-ft22k-finetuned-FER2013CKPlus-7e-05-finetuned-FER2013-7e-05/checkpoint-448", | |
| "epoch": 1.9977728285077951, | |
| "global_step": 448, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 1.5555555555555555e-05, | |
| "loss": 2.2663, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 3.111111111111111e-05, | |
| "loss": 1.4061, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 4.666666666666666e-05, | |
| "loss": 1.0956, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 6.222222222222222e-05, | |
| "loss": 0.9463, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 6.913151364764267e-05, | |
| "loss": 0.9247, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 6.739454094292804e-05, | |
| "loss": 0.9155, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 6.565756823821339e-05, | |
| "loss": 0.961, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 6.392059553349875e-05, | |
| "loss": 0.8554, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 6.218362282878411e-05, | |
| "loss": 0.8865, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 6.044665012406948e-05, | |
| "loss": 0.8997, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 5.870967741935483e-05, | |
| "loss": 0.8326, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 5.6972704714640195e-05, | |
| "loss": 0.8242, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 5.523573200992556e-05, | |
| "loss": 0.8414, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 5.349875930521091e-05, | |
| "loss": 0.9069, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 5.1761786600496274e-05, | |
| "loss": 0.8343, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.71, | |
| "learning_rate": 5.002481389578163e-05, | |
| "loss": 0.8758, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 4.828784119106699e-05, | |
| "loss": 0.8383, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "learning_rate": 4.6550868486352347e-05, | |
| "loss": 0.8009, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.85, | |
| "learning_rate": 4.4813895781637715e-05, | |
| "loss": 0.8376, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.89, | |
| "learning_rate": 4.307692307692308e-05, | |
| "loss": 0.8311, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 4.133995037220843e-05, | |
| "loss": 0.8379, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 3.9602977667493794e-05, | |
| "loss": 0.7751, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7018668152688772, | |
| "eval_loss": 0.8418572545051575, | |
| "eval_runtime": 69.6719, | |
| "eval_samples_per_second": 103.026, | |
| "eval_steps_per_second": 3.229, | |
| "step": 224 | |
| }, | |
| { | |
| "epoch": 1.03, | |
| "learning_rate": 3.786600496277915e-05, | |
| "loss": 0.7908, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 3.612903225806451e-05, | |
| "loss": 0.7292, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "learning_rate": 3.4392059553349874e-05, | |
| "loss": 0.7171, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 1.16, | |
| "learning_rate": 3.2655086848635236e-05, | |
| "loss": 0.7593, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 3.091811414392059e-05, | |
| "loss": 0.7867, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 2.9181141439205953e-05, | |
| "loss": 0.7366, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 1.29, | |
| "learning_rate": 2.744416873449131e-05, | |
| "loss": 0.7616, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 1.34, | |
| "learning_rate": 2.5707196029776673e-05, | |
| "loss": 0.7214, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 2.3970223325062032e-05, | |
| "loss": 0.7406, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "learning_rate": 2.2233250620347394e-05, | |
| "loss": 0.8002, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 1.47, | |
| "learning_rate": 2.0496277915632752e-05, | |
| "loss": 0.6751, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 1.875930521091811e-05, | |
| "loss": 0.6422, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 1.7022332506203473e-05, | |
| "loss": 0.7, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 1.61, | |
| "learning_rate": 1.528535980148883e-05, | |
| "loss": 0.6619, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 1.3548387096774192e-05, | |
| "loss": 0.7354, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 1.1811414392059554e-05, | |
| "loss": 0.7434, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 1.74, | |
| "learning_rate": 1.0074441687344912e-05, | |
| "loss": 0.7027, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "learning_rate": 8.337468982630273e-06, | |
| "loss": 0.6515, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "learning_rate": 6.600496277915632e-06, | |
| "loss": 0.6646, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 1.87, | |
| "learning_rate": 4.863523573200992e-06, | |
| "loss": 0.7407, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "learning_rate": 3.126550868486352e-06, | |
| "loss": 0.6654, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 1.3895781637717121e-06, | |
| "loss": 0.6632, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7163555307885204, | |
| "eval_loss": 0.8176982402801514, | |
| "eval_runtime": 62.2895, | |
| "eval_samples_per_second": 115.236, | |
| "eval_steps_per_second": 3.612, | |
| "step": 448 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "step": 448, | |
| "total_flos": 4.4448666072058e+18, | |
| "train_loss": 0.8382294273802212, | |
| "train_runtime": 1432.2878, | |
| "train_samples_per_second": 40.088, | |
| "train_steps_per_second": 0.313 | |
| } | |
| ], | |
| "max_steps": 448, | |
| "num_train_epochs": 2, | |
| "total_flos": 4.4448666072058e+18, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |