{ "best_metric": 0.8928571428571429, "best_model_checkpoint": "timesformer-base-finetuned-k400-finetuned-kinetic400-subset-epoch6-num_frame_10/checkpoint-150", "epoch": 5.166666666666667, "eval_steps": 500, "global_step": 300, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03, "grad_norm": 36.570594787597656, "learning_rate": 1.6666666666666667e-05, "loss": 1.6089, "step": 10 }, { "epoch": 0.07, "grad_norm": 22.93528175354004, "learning_rate": 3.3333333333333335e-05, "loss": 1.3507, "step": 20 }, { "epoch": 0.1, "grad_norm": 14.943221092224121, "learning_rate": 5e-05, "loss": 1.0717, "step": 30 }, { "epoch": 0.13, "grad_norm": 6.05604362487793, "learning_rate": 4.814814814814815e-05, "loss": 0.5376, "step": 40 }, { "epoch": 0.17, "grad_norm": 18.73883819580078, "learning_rate": 4.62962962962963e-05, "loss": 0.204, "step": 50 }, { "epoch": 0.17, "eval_accuracy": 0.8511904761904762, "eval_loss": 0.5931795835494995, "eval_runtime": 125.3965, "eval_samples_per_second": 1.34, "eval_steps_per_second": 1.34, "step": 50 }, { "epoch": 1.03, "grad_norm": 0.47039151191711426, "learning_rate": 4.4444444444444447e-05, "loss": 0.3619, "step": 60 }, { "epoch": 1.07, "grad_norm": 0.3019910156726837, "learning_rate": 4.259259259259259e-05, "loss": 0.0952, "step": 70 }, { "epoch": 1.1, "grad_norm": 0.09102782607078552, "learning_rate": 4.074074074074074e-05, "loss": 0.0109, "step": 80 }, { "epoch": 1.13, "grad_norm": 1.194956660270691, "learning_rate": 3.888888888888889e-05, "loss": 0.0508, "step": 90 }, { "epoch": 1.17, "grad_norm": 0.06759972870349884, "learning_rate": 3.7037037037037037e-05, "loss": 0.3192, "step": 100 }, { "epoch": 1.17, "eval_accuracy": 0.7738095238095238, "eval_loss": 1.044474482536316, "eval_runtime": 126.6326, "eval_samples_per_second": 1.327, "eval_steps_per_second": 1.327, "step": 100 }, { "epoch": 2.03, "grad_norm": 0.16507962346076965, "learning_rate": 3.518518518518519e-05, "loss": 0.0055, "step": 110 }, { "epoch": 2.07, "grad_norm": 0.09454397112131119, "learning_rate": 3.3333333333333335e-05, "loss": 0.1223, "step": 120 }, { "epoch": 2.1, "grad_norm": 0.06931765377521515, "learning_rate": 3.148148148148148e-05, "loss": 0.0049, "step": 130 }, { "epoch": 2.13, "grad_norm": 0.1607487052679062, "learning_rate": 2.962962962962963e-05, "loss": 0.0038, "step": 140 }, { "epoch": 2.17, "grad_norm": 1.1081467866897583, "learning_rate": 2.777777777777778e-05, "loss": 0.0072, "step": 150 }, { "epoch": 2.17, "eval_accuracy": 0.8928571428571429, "eval_loss": 0.27960675954818726, "eval_runtime": 126.6296, "eval_samples_per_second": 1.327, "eval_steps_per_second": 1.327, "step": 150 }, { "epoch": 3.03, "grad_norm": 0.019999559968709946, "learning_rate": 2.5925925925925925e-05, "loss": 0.3039, "step": 160 }, { "epoch": 3.07, "grad_norm": 0.022100064903497696, "learning_rate": 2.4074074074074074e-05, "loss": 0.2629, "step": 170 }, { "epoch": 3.1, "grad_norm": 0.008461786434054375, "learning_rate": 2.2222222222222223e-05, "loss": 0.003, "step": 180 }, { "epoch": 3.13, "grad_norm": 0.06302022933959961, "learning_rate": 2.037037037037037e-05, "loss": 0.0012, "step": 190 }, { "epoch": 3.17, "grad_norm": 0.008670525625348091, "learning_rate": 1.8518518518518518e-05, "loss": 0.2034, "step": 200 }, { "epoch": 3.17, "eval_accuracy": 0.8690476190476191, "eval_loss": 0.6141949892044067, "eval_runtime": 126.8462, "eval_samples_per_second": 1.324, "eval_steps_per_second": 1.324, "step": 200 }, { "epoch": 4.03, "grad_norm": 0.051909659057855606, "learning_rate": 1.6666666666666667e-05, "loss": 0.0009, "step": 210 }, { "epoch": 4.07, "grad_norm": 0.04402831196784973, "learning_rate": 1.4814814814814815e-05, "loss": 0.0007, "step": 220 }, { "epoch": 4.1, "grad_norm": 0.029709341004490852, "learning_rate": 1.2962962962962962e-05, "loss": 0.0258, "step": 230 }, { "epoch": 4.13, "grad_norm": 0.01658117026090622, "learning_rate": 1.1111111111111112e-05, "loss": 0.0909, "step": 240 }, { "epoch": 4.17, "grad_norm": 0.010167304426431656, "learning_rate": 9.259259259259259e-06, "loss": 0.0004, "step": 250 }, { "epoch": 4.17, "eval_accuracy": 0.8690476190476191, "eval_loss": 0.6565865278244019, "eval_runtime": 125.2366, "eval_samples_per_second": 1.341, "eval_steps_per_second": 1.341, "step": 250 }, { "epoch": 5.03, "grad_norm": 0.681441068649292, "learning_rate": 7.4074074074074075e-06, "loss": 0.0018, "step": 260 }, { "epoch": 5.07, "grad_norm": 0.04809751361608505, "learning_rate": 5.555555555555556e-06, "loss": 0.0005, "step": 270 }, { "epoch": 5.1, "grad_norm": 0.018213847652077675, "learning_rate": 3.7037037037037037e-06, "loss": 0.0064, "step": 280 }, { "epoch": 5.13, "grad_norm": 59.33660888671875, "learning_rate": 1.8518518518518519e-06, "loss": 0.0941, "step": 290 }, { "epoch": 5.17, "grad_norm": 0.014356265775859356, "learning_rate": 0.0, "loss": 0.0005, "step": 300 }, { "epoch": 5.17, "eval_accuracy": 0.8511904761904762, "eval_loss": 0.6626848578453064, "eval_runtime": 125.836, "eval_samples_per_second": 1.335, "eval_steps_per_second": 1.335, "step": 300 }, { "epoch": 5.17, "step": 300, "total_flos": 3.28565653420032e+17, "train_loss": 0.22503100648444765, "train_runtime": 990.4584, "train_samples_per_second": 0.303, "train_steps_per_second": 0.303 }, { "epoch": 5.17, "eval_accuracy": 0.8924050632911392, "eval_loss": 0.6527729630470276, "eval_runtime": 75.8118, "eval_samples_per_second": 2.084, "eval_steps_per_second": 2.084, "step": 300 }, { "epoch": 5.17, "eval_accuracy": 0.8924050632911392, "eval_loss": 0.6527729630470276, "eval_runtime": 76.1131, "eval_samples_per_second": 2.076, "eval_steps_per_second": 2.076, "step": 300 } ], "logging_steps": 10, "max_steps": 300, "num_input_tokens_seen": 0, "num_train_epochs": 9223372036854775807, "save_steps": 500, "total_flos": 3.28565653420032e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }