{ "best_metric": 0.45652173913043476, "best_model_checkpoint": "swinv2-tiny-patch4-window8-256-DMAE-U4\\checkpoint-56", "epoch": 34.285714285714285, "eval_steps": 500, "global_step": 120, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.86, "eval_accuracy": 0.10869565217391304, "eval_loss": 7.934948444366455, "eval_runtime": 0.8165, "eval_samples_per_second": 56.335, "eval_steps_per_second": 3.674, "step": 3 }, { "epoch": 2.0, "eval_accuracy": 0.10869565217391304, "eval_loss": 7.813323497772217, "eval_runtime": 0.7696, "eval_samples_per_second": 59.767, "eval_steps_per_second": 3.898, "step": 7 }, { "epoch": 2.86, "learning_rate": 4.342105263157895e-05, "loss": 7.8893, "step": 10 }, { "epoch": 2.86, "eval_accuracy": 0.10869565217391304, "eval_loss": 7.499579429626465, "eval_runtime": 0.7667, "eval_samples_per_second": 59.994, "eval_steps_per_second": 3.913, "step": 10 }, { "epoch": 4.0, "eval_accuracy": 0.10869565217391304, "eval_loss": 6.865582466125488, "eval_runtime": 0.7962, "eval_samples_per_second": 57.772, "eval_steps_per_second": 3.768, "step": 14 }, { "epoch": 4.86, "eval_accuracy": 0.10869565217391304, "eval_loss": 6.300264358520508, "eval_runtime": 0.7877, "eval_samples_per_second": 58.398, "eval_steps_per_second": 3.809, "step": 17 }, { "epoch": 5.71, "learning_rate": 3.9473684210526316e-05, "loss": 6.7417, "step": 20 }, { "epoch": 6.0, "eval_accuracy": 0.10869565217391304, "eval_loss": 5.539707183837891, "eval_runtime": 0.7727, "eval_samples_per_second": 59.533, "eval_steps_per_second": 3.883, "step": 21 }, { "epoch": 6.86, "eval_accuracy": 0.10869565217391304, "eval_loss": 5.033915042877197, "eval_runtime": 0.7442, "eval_samples_per_second": 61.814, "eval_steps_per_second": 4.031, "step": 24 }, { "epoch": 8.0, "eval_accuracy": 0.10869565217391304, "eval_loss": 4.386866092681885, "eval_runtime": 0.7143, "eval_samples_per_second": 64.399, "eval_steps_per_second": 4.2, "step": 28 }, { "epoch": 8.57, "learning_rate": 3.5526315789473684e-05, "loss": 4.9507, "step": 30 }, { "epoch": 8.86, "eval_accuracy": 0.10869565217391304, "eval_loss": 3.9219374656677246, "eval_runtime": 0.7552, "eval_samples_per_second": 60.911, "eval_steps_per_second": 3.972, "step": 31 }, { "epoch": 10.0, "eval_accuracy": 0.10869565217391304, "eval_loss": 3.348170757293701, "eval_runtime": 0.7341, "eval_samples_per_second": 62.658, "eval_steps_per_second": 4.086, "step": 35 }, { "epoch": 10.86, "eval_accuracy": 0.10869565217391304, "eval_loss": 2.9557077884674072, "eval_runtime": 0.7479, "eval_samples_per_second": 61.505, "eval_steps_per_second": 4.011, "step": 38 }, { "epoch": 11.43, "learning_rate": 3.157894736842105e-05, "loss": 3.5754, "step": 40 }, { "epoch": 12.0, "eval_accuracy": 0.10869565217391304, "eval_loss": 2.4983975887298584, "eval_runtime": 0.7517, "eval_samples_per_second": 61.196, "eval_steps_per_second": 3.991, "step": 42 }, { "epoch": 12.86, "eval_accuracy": 0.10869565217391304, "eval_loss": 2.214029312133789, "eval_runtime": 0.7557, "eval_samples_per_second": 60.872, "eval_steps_per_second": 3.97, "step": 45 }, { "epoch": 14.0, "eval_accuracy": 0.10869565217391304, "eval_loss": 1.9120042324066162, "eval_runtime": 0.7697, "eval_samples_per_second": 59.764, "eval_steps_per_second": 3.898, "step": 49 }, { "epoch": 14.29, "learning_rate": 2.7631578947368423e-05, "loss": 2.3517, "step": 50 }, { "epoch": 14.86, "eval_accuracy": 0.10869565217391304, "eval_loss": 1.7396470308303833, "eval_runtime": 0.7784, "eval_samples_per_second": 59.094, "eval_steps_per_second": 3.854, "step": 52 }, { "epoch": 16.0, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.5677472352981567, "eval_runtime": 0.7418, "eval_samples_per_second": 62.013, "eval_steps_per_second": 4.044, "step": 56 }, { "epoch": 16.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.4687350988388062, "eval_runtime": 0.7819, "eval_samples_per_second": 58.83, "eval_steps_per_second": 3.837, "step": 59 }, { "epoch": 17.14, "learning_rate": 2.368421052631579e-05, "loss": 1.65, "step": 60 }, { "epoch": 18.0, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.3625675439834595, "eval_runtime": 0.7783, "eval_samples_per_second": 59.1, "eval_steps_per_second": 3.854, "step": 63 }, { "epoch": 18.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.3021782636642456, "eval_runtime": 0.8723, "eval_samples_per_second": 52.734, "eval_steps_per_second": 3.439, "step": 66 }, { "epoch": 20.0, "learning_rate": 1.9736842105263158e-05, "loss": 1.3511, "step": 70 }, { "epoch": 20.0, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.246515154838562, "eval_runtime": 0.7639, "eval_samples_per_second": 60.219, "eval_steps_per_second": 3.927, "step": 70 }, { "epoch": 20.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2213913202285767, "eval_runtime": 0.7792, "eval_samples_per_second": 59.036, "eval_steps_per_second": 3.85, "step": 73 }, { "epoch": 22.0, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2085603475570679, "eval_runtime": 0.7884, "eval_samples_per_second": 58.343, "eval_steps_per_second": 3.805, "step": 77 }, { "epoch": 22.86, "learning_rate": 1.5789473684210526e-05, "loss": 1.2045, "step": 80 }, { "epoch": 22.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2083793878555298, "eval_runtime": 0.7832, "eval_samples_per_second": 58.733, "eval_steps_per_second": 3.83, "step": 80 }, { "epoch": 24.0, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2098599672317505, "eval_runtime": 0.7949, "eval_samples_per_second": 57.87, "eval_steps_per_second": 3.774, "step": 84 }, { "epoch": 24.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2103550434112549, "eval_runtime": 0.9868, "eval_samples_per_second": 46.613, "eval_steps_per_second": 3.04, "step": 87 }, { "epoch": 25.71, "learning_rate": 1.1842105263157895e-05, "loss": 1.1908, "step": 90 }, { "epoch": 26.0, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2095723152160645, "eval_runtime": 0.7531, "eval_samples_per_second": 61.082, "eval_steps_per_second": 3.984, "step": 91 }, { "epoch": 26.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2094961404800415, "eval_runtime": 0.7628, "eval_samples_per_second": 60.305, "eval_steps_per_second": 3.933, "step": 94 }, { "epoch": 28.0, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.208669662475586, "eval_runtime": 0.7752, "eval_samples_per_second": 59.341, "eval_steps_per_second": 3.87, "step": 98 }, { "epoch": 28.57, "learning_rate": 7.894736842105263e-06, "loss": 1.201, "step": 100 }, { "epoch": 28.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2076423168182373, "eval_runtime": 0.7567, "eval_samples_per_second": 60.787, "eval_steps_per_second": 3.964, "step": 101 }, { "epoch": 30.0, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2078464031219482, "eval_runtime": 0.7402, "eval_samples_per_second": 62.147, "eval_steps_per_second": 4.053, "step": 105 }, { "epoch": 30.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2081278562545776, "eval_runtime": 0.7622, "eval_samples_per_second": 60.349, "eval_steps_per_second": 3.936, "step": 108 }, { "epoch": 31.43, "learning_rate": 3.9473684210526315e-06, "loss": 1.1807, "step": 110 }, { "epoch": 32.0, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2081772089004517, "eval_runtime": 0.7695, "eval_samples_per_second": 59.777, "eval_steps_per_second": 3.898, "step": 112 }, { "epoch": 32.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2081637382507324, "eval_runtime": 0.793, "eval_samples_per_second": 58.009, "eval_steps_per_second": 3.783, "step": 115 }, { "epoch": 34.0, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2081711292266846, "eval_runtime": 0.7907, "eval_samples_per_second": 58.175, "eval_steps_per_second": 3.794, "step": 119 }, { "epoch": 34.29, "learning_rate": 0.0, "loss": 1.2091, "step": 120 }, { "epoch": 34.29, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2081639766693115, "eval_runtime": 0.7842, "eval_samples_per_second": 58.657, "eval_steps_per_second": 3.825, "step": 120 }, { "epoch": 34.29, "step": 120, "total_flos": 2.3770905934823424e+17, "train_loss": 2.874669671058655, "train_runtime": 206.8348, "train_samples_per_second": 41.192, "train_steps_per_second": 0.58 } ], "logging_steps": 10, "max_steps": 120, "num_input_tokens_seen": 0, "num_train_epochs": 40, "save_steps": 500, "total_flos": 2.3770905934823424e+17, "train_batch_size": 16, "trial_name": null, "trial_params": null }