{ "best_metric": 0.8780487804878049, "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-60", "epoch": 2.962962962962963, "eval_steps": 500, "global_step": 60, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.49, "grad_norm": 7.887508392333984, "learning_rate": 4.62962962962963e-05, "loss": 1.1976, "step": 10 }, { "epoch": 0.99, "grad_norm": 9.747188568115234, "learning_rate": 3.7037037037037037e-05, "loss": 0.7533, "step": 20 }, { "epoch": 0.99, "eval_accuracy": 0.7770034843205574, "eval_loss": 0.5473685264587402, "eval_runtime": 4.0122, "eval_samples_per_second": 71.531, "eval_steps_per_second": 2.243, "step": 20 }, { "epoch": 1.48, "grad_norm": 18.254377365112305, "learning_rate": 2.777777777777778e-05, "loss": 0.5298, "step": 30 }, { "epoch": 1.98, "grad_norm": 10.268461227416992, "learning_rate": 1.8518518518518518e-05, "loss": 0.4366, "step": 40 }, { "epoch": 1.98, "eval_accuracy": 0.8606271777003485, "eval_loss": 0.3385283052921295, "eval_runtime": 3.9279, "eval_samples_per_second": 73.066, "eval_steps_per_second": 2.291, "step": 40 }, { "epoch": 2.47, "grad_norm": 11.050724983215332, "learning_rate": 9.259259259259259e-06, "loss": 0.3945, "step": 50 }, { "epoch": 2.96, "grad_norm": 5.141947269439697, "learning_rate": 0.0, "loss": 0.3318, "step": 60 }, { "epoch": 2.96, "eval_accuracy": 0.8780487804878049, "eval_loss": 0.28312796354293823, "eval_runtime": 5.5586, "eval_samples_per_second": 51.632, "eval_steps_per_second": 1.619, "step": 60 }, { "epoch": 2.96, "step": 60, "total_flos": 1.9045723068223488e+17, "train_loss": 0.6072771787643433, "train_runtime": 158.0756, "train_samples_per_second": 49.021, "train_steps_per_second": 0.38 } ], "logging_steps": 10, "max_steps": 60, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "total_flos": 1.9045723068223488e+17, "train_batch_size": 32, "trial_name": null, "trial_params": null }