{ "best_metric": 0.5313496280552603, "best_model_checkpoint": "timesformer-base-finetuned-k400-finetuned-ElderReact-anger-balanced/checkpoint-75", "epoch": 9.0625, "eval_steps": 500, "global_step": 240, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.04, "grad_norm": 10.033487319946289, "learning_rate": 2.0833333333333336e-05, "loss": 0.7267, "step": 10 }, { "epoch": 0.08, "grad_norm": 10.82132339477539, "learning_rate": 4.166666666666667e-05, "loss": 0.6923, "step": 20 }, { "epoch": 0.1, "eval_accuracy": 0.46014877789585545, "eval_loss": 0.8338257670402527, "eval_runtime": 193.5219, "eval_samples_per_second": 4.862, "eval_steps_per_second": 0.305, "step": 25 }, { "epoch": 1.02, "grad_norm": 6.4887261390686035, "learning_rate": 4.8611111111111115e-05, "loss": 0.5405, "step": 30 }, { "epoch": 1.06, "grad_norm": 4.2266340255737305, "learning_rate": 4.62962962962963e-05, "loss": 0.5519, "step": 40 }, { "epoch": 1.1, "grad_norm": 38.938472747802734, "learning_rate": 4.3981481481481486e-05, "loss": 0.6436, "step": 50 }, { "epoch": 1.1, "eval_accuracy": 0.5058448459086079, "eval_loss": 0.9187208414077759, "eval_runtime": 186.1328, "eval_samples_per_second": 5.056, "eval_steps_per_second": 0.317, "step": 50 }, { "epoch": 2.04, "grad_norm": 5.287866115570068, "learning_rate": 4.166666666666667e-05, "loss": 0.4336, "step": 60 }, { "epoch": 2.08, "grad_norm": 8.11617374420166, "learning_rate": 3.935185185185186e-05, "loss": 0.5464, "step": 70 }, { "epoch": 2.1, "eval_accuracy": 0.5313496280552603, "eval_loss": 0.8164978623390198, "eval_runtime": 165.1643, "eval_samples_per_second": 5.697, "eval_steps_per_second": 0.357, "step": 75 }, { "epoch": 3.02, "grad_norm": 9.028487205505371, "learning_rate": 3.7037037037037037e-05, "loss": 0.5459, "step": 80 }, { "epoch": 3.06, "grad_norm": 4.760679721832275, "learning_rate": 3.472222222222222e-05, "loss": 0.4503, "step": 90 }, { "epoch": 3.1, "grad_norm": 13.96630573272705, "learning_rate": 3.240740740740741e-05, "loss": 0.4147, "step": 100 }, { "epoch": 3.1, "eval_accuracy": 0.5228480340063762, "eval_loss": 0.9949731230735779, "eval_runtime": 166.6223, "eval_samples_per_second": 5.648, "eval_steps_per_second": 0.354, "step": 100 }, { "epoch": 4.04, "grad_norm": 3.802431344985962, "learning_rate": 3.0092592592592593e-05, "loss": 0.3409, "step": 110 }, { "epoch": 4.08, "grad_norm": 9.562992095947266, "learning_rate": 2.777777777777778e-05, "loss": 0.4483, "step": 120 }, { "epoch": 4.1, "eval_accuracy": 0.5079702444208289, "eval_loss": 1.064165711402893, "eval_runtime": 194.4496, "eval_samples_per_second": 4.839, "eval_steps_per_second": 0.303, "step": 125 }, { "epoch": 5.02, "grad_norm": 8.446785926818848, "learning_rate": 2.5462962962962965e-05, "loss": 0.6922, "step": 130 }, { "epoch": 5.06, "grad_norm": 3.8589024543762207, "learning_rate": 2.314814814814815e-05, "loss": 0.3718, "step": 140 }, { "epoch": 5.1, "grad_norm": 5.9254536628723145, "learning_rate": 2.0833333333333336e-05, "loss": 0.3565, "step": 150 }, { "epoch": 5.1, "eval_accuracy": 0.5143464399574921, "eval_loss": 0.8610547780990601, "eval_runtime": 184.6388, "eval_samples_per_second": 5.096, "eval_steps_per_second": 0.32, "step": 150 }, { "epoch": 6.04, "grad_norm": 5.898458003997803, "learning_rate": 1.8518518518518518e-05, "loss": 0.3232, "step": 160 }, { "epoch": 6.08, "grad_norm": 3.0727579593658447, "learning_rate": 1.6203703703703704e-05, "loss": 0.3114, "step": 170 }, { "epoch": 6.1, "eval_accuracy": 0.5185972369819342, "eval_loss": 0.9594563245773315, "eval_runtime": 185.3195, "eval_samples_per_second": 5.078, "eval_steps_per_second": 0.318, "step": 175 }, { "epoch": 7.02, "grad_norm": 1.4301713705062866, "learning_rate": 1.388888888888889e-05, "loss": 0.253, "step": 180 }, { "epoch": 7.06, "grad_norm": 6.7790045738220215, "learning_rate": 1.1574074074074075e-05, "loss": 0.3144, "step": 190 }, { "epoch": 7.1, "grad_norm": 26.213571548461914, "learning_rate": 9.259259259259259e-06, "loss": 0.3074, "step": 200 }, { "epoch": 7.1, "eval_accuracy": 0.5196599362380446, "eval_loss": 1.0241553783416748, "eval_runtime": 191.958, "eval_samples_per_second": 4.902, "eval_steps_per_second": 0.307, "step": 200 }, { "epoch": 8.04, "grad_norm": 3.681013822555542, "learning_rate": 6.944444444444445e-06, "loss": 0.2552, "step": 210 }, { "epoch": 8.08, "grad_norm": 6.130499839782715, "learning_rate": 4.6296296296296296e-06, "loss": 0.2888, "step": 220 }, { "epoch": 8.1, "eval_accuracy": 0.5069075451647184, "eval_loss": 1.1212139129638672, "eval_runtime": 182.5202, "eval_samples_per_second": 5.156, "eval_steps_per_second": 0.323, "step": 225 }, { "epoch": 9.02, "grad_norm": 4.048097133636475, "learning_rate": 2.3148148148148148e-06, "loss": 0.2812, "step": 230 }, { "epoch": 9.06, "grad_norm": 2.3711907863616943, "learning_rate": 0.0, "loss": 0.2609, "step": 240 }, { "epoch": 9.06, "eval_accuracy": 0.5111583421891605, "eval_loss": 1.111896276473999, "eval_runtime": 168.1115, "eval_samples_per_second": 5.597, "eval_steps_per_second": 0.351, "step": 240 }, { "epoch": 9.06, "step": 240, "total_flos": 3.246125779066061e+18, "train_loss": 0.43130043546358743, "train_runtime": 2651.285, "train_samples_per_second": 1.448, "train_steps_per_second": 0.091 }, { "epoch": 9.06, "eval_accuracy": 0.5011600928074246, "eval_loss": 0.8047753572463989, "eval_runtime": 160.408, "eval_samples_per_second": 5.374, "eval_steps_per_second": 0.337, "step": 240 }, { "epoch": 9.06, "eval_accuracy": 0.5011600928074246, "eval_loss": 0.8047754168510437, "eval_runtime": 160.5206, "eval_samples_per_second": 5.37, "eval_steps_per_second": 0.336, "step": 240 } ], "logging_steps": 10, "max_steps": 240, "num_input_tokens_seen": 0, "num_train_epochs": 9223372036854775807, "save_steps": 500, "total_flos": 3.246125779066061e+18, "train_batch_size": 16, "trial_name": null, "trial_params": null }