{ "best_metric": 0.9, "best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-375", "epoch": 4.2, "eval_steps": 500, "global_step": 375, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03, "grad_norm": 10.424443244934082, "learning_rate": 1.3157894736842106e-05, "loss": 2.3451, "step": 10 }, { "epoch": 0.05, "grad_norm": 9.281598091125488, "learning_rate": 2.6315789473684212e-05, "loss": 2.3445, "step": 20 }, { "epoch": 0.08, "grad_norm": 9.415879249572754, "learning_rate": 3.9473684210526316e-05, "loss": 2.234, "step": 30 }, { "epoch": 0.11, "grad_norm": 9.546265602111816, "learning_rate": 4.9703264094955494e-05, "loss": 2.1348, "step": 40 }, { "epoch": 0.13, "grad_norm": 12.744800567626953, "learning_rate": 4.821958456973294e-05, "loss": 2.0604, "step": 50 }, { "epoch": 0.16, "grad_norm": 9.805941581726074, "learning_rate": 4.673590504451038e-05, "loss": 1.8655, "step": 60 }, { "epoch": 0.19, "grad_norm": 15.323193550109863, "learning_rate": 4.525222551928784e-05, "loss": 1.9591, "step": 70 }, { "epoch": 0.2, "eval_accuracy": 0.42857142857142855, "eval_loss": 1.6628010272979736, "eval_runtime": 13.2129, "eval_samples_per_second": 5.298, "eval_steps_per_second": 1.362, "step": 75 }, { "epoch": 1.01, "grad_norm": 11.818169593811035, "learning_rate": 4.3768545994065286e-05, "loss": 1.482, "step": 80 }, { "epoch": 1.04, "grad_norm": 12.213088035583496, "learning_rate": 4.228486646884273e-05, "loss": 1.2242, "step": 90 }, { "epoch": 1.07, "grad_norm": 18.863269805908203, "learning_rate": 4.080118694362018e-05, "loss": 1.0472, "step": 100 }, { "epoch": 1.09, "grad_norm": 10.183364868164062, "learning_rate": 3.9317507418397627e-05, "loss": 0.7998, "step": 110 }, { "epoch": 1.12, "grad_norm": 9.917871475219727, "learning_rate": 3.783382789317508e-05, "loss": 0.837, "step": 120 }, { "epoch": 1.15, "grad_norm": 15.699859619140625, "learning_rate": 3.635014836795252e-05, "loss": 0.6737, "step": 130 }, { "epoch": 1.17, "grad_norm": 11.725618362426758, "learning_rate": 3.4866468842729974e-05, "loss": 0.6864, "step": 140 }, { "epoch": 1.2, "grad_norm": 65.09258270263672, "learning_rate": 3.338278931750742e-05, "loss": 0.9775, "step": 150 }, { "epoch": 1.2, "eval_accuracy": 0.7285714285714285, "eval_loss": 0.9276337623596191, "eval_runtime": 12.7097, "eval_samples_per_second": 5.508, "eval_steps_per_second": 1.416, "step": 150 }, { "epoch": 2.03, "grad_norm": 11.323193550109863, "learning_rate": 3.189910979228487e-05, "loss": 0.4997, "step": 160 }, { "epoch": 2.05, "grad_norm": 34.906097412109375, "learning_rate": 3.0415430267062318e-05, "loss": 0.5372, "step": 170 }, { "epoch": 2.08, "grad_norm": 4.410595893859863, "learning_rate": 2.8931750741839762e-05, "loss": 0.5236, "step": 180 }, { "epoch": 2.11, "grad_norm": 11.69422721862793, "learning_rate": 2.744807121661721e-05, "loss": 0.3245, "step": 190 }, { "epoch": 2.13, "grad_norm": 16.422433853149414, "learning_rate": 2.5964391691394662e-05, "loss": 0.4124, "step": 200 }, { "epoch": 2.16, "grad_norm": 5.309849739074707, "learning_rate": 2.4480712166172106e-05, "loss": 0.4554, "step": 210 }, { "epoch": 2.19, "grad_norm": 1.0133864879608154, "learning_rate": 2.2997032640949558e-05, "loss": 0.2693, "step": 220 }, { "epoch": 2.2, "eval_accuracy": 0.7428571428571429, "eval_loss": 0.4798918664455414, "eval_runtime": 12.6824, "eval_samples_per_second": 5.519, "eval_steps_per_second": 1.419, "step": 225 }, { "epoch": 3.01, "grad_norm": 1.2999351024627686, "learning_rate": 2.1513353115727002e-05, "loss": 0.2994, "step": 230 }, { "epoch": 3.04, "grad_norm": 0.5214590430259705, "learning_rate": 2.0029673590504454e-05, "loss": 0.0871, "step": 240 }, { "epoch": 3.07, "grad_norm": 22.973987579345703, "learning_rate": 1.85459940652819e-05, "loss": 0.1398, "step": 250 }, { "epoch": 3.09, "grad_norm": 0.22316251695156097, "learning_rate": 1.706231454005935e-05, "loss": 0.0745, "step": 260 }, { "epoch": 3.12, "grad_norm": 1.7083332538604736, "learning_rate": 1.5578635014836794e-05, "loss": 0.2018, "step": 270 }, { "epoch": 3.15, "grad_norm": 0.34350940585136414, "learning_rate": 1.4094955489614246e-05, "loss": 0.282, "step": 280 }, { "epoch": 3.17, "grad_norm": 2.1111364364624023, "learning_rate": 1.2611275964391692e-05, "loss": 0.2336, "step": 290 }, { "epoch": 3.2, "grad_norm": 2.993694305419922, "learning_rate": 1.112759643916914e-05, "loss": 0.2194, "step": 300 }, { "epoch": 3.2, "eval_accuracy": 0.8285714285714286, "eval_loss": 0.43333032727241516, "eval_runtime": 12.7052, "eval_samples_per_second": 5.51, "eval_steps_per_second": 1.417, "step": 300 }, { "epoch": 4.03, "grad_norm": 0.44264498353004456, "learning_rate": 9.643916913946588e-06, "loss": 0.0751, "step": 310 }, { "epoch": 4.05, "grad_norm": 8.502839088439941, "learning_rate": 8.160237388724036e-06, "loss": 0.2655, "step": 320 }, { "epoch": 4.08, "grad_norm": 11.5534086227417, "learning_rate": 6.676557863501484e-06, "loss": 0.2037, "step": 330 }, { "epoch": 4.11, "grad_norm": 1.2078895568847656, "learning_rate": 5.192878338278932e-06, "loss": 0.0657, "step": 340 }, { "epoch": 4.13, "grad_norm": 0.2843732535839081, "learning_rate": 3.7091988130563796e-06, "loss": 0.1069, "step": 350 }, { "epoch": 4.16, "grad_norm": 0.15084530413150787, "learning_rate": 2.225519287833828e-06, "loss": 0.073, "step": 360 }, { "epoch": 4.19, "grad_norm": 0.18272823095321655, "learning_rate": 7.41839762611276e-07, "loss": 0.0873, "step": 370 }, { "epoch": 4.2, "eval_accuracy": 0.9, "eval_loss": 0.31446826457977295, "eval_runtime": 12.7219, "eval_samples_per_second": 5.502, "eval_steps_per_second": 1.415, "step": 375 }, { "epoch": 4.2, "step": 375, "total_flos": 1.86923023515648e+18, "train_loss": 0.7497338762482008, "train_runtime": 612.0494, "train_samples_per_second": 2.451, "train_steps_per_second": 0.613 }, { "epoch": 4.2, "eval_accuracy": 0.9161290322580645, "eval_loss": 0.25597551465034485, "eval_runtime": 29.0097, "eval_samples_per_second": 5.343, "eval_steps_per_second": 1.344, "step": 375 }, { "epoch": 4.2, "eval_accuracy": 0.9161290322580645, "eval_loss": 0.25597548484802246, "eval_runtime": 28.3145, "eval_samples_per_second": 5.474, "eval_steps_per_second": 1.377, "step": 375 } ], "logging_steps": 10, "max_steps": 375, "num_input_tokens_seen": 0, "num_train_epochs": 9223372036854775807, "save_steps": 500, "total_flos": 1.86923023515648e+18, "train_batch_size": 4, "trial_name": null, "trial_params": null }