{ "best_metric": 0.12829144299030304, "best_model_checkpoint": "/leicester_binary_convnext_small/checkpoint-182", "epoch": 30.0, "global_step": 210, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.5143362283706665, "eval_runtime": 10.0208, "eval_samples_per_second": 7.884, "eval_steps_per_second": 0.1, "step": 7 }, { "epoch": 1.43, "learning_rate": 1.904761904761905e-05, "loss": 0.5872, "step": 10 }, { "epoch": 2.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.42147475481033325, "eval_runtime": 10.225, "eval_samples_per_second": 7.726, "eval_steps_per_second": 0.098, "step": 14 }, { "epoch": 2.86, "learning_rate": 1.8095238095238097e-05, "loss": 0.3903, "step": 20 }, { "epoch": 3.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.4127243757247925, "eval_runtime": 9.9737, "eval_samples_per_second": 7.921, "eval_steps_per_second": 0.1, "step": 21 }, { "epoch": 4.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.36054694652557373, "eval_runtime": 9.9338, "eval_samples_per_second": 7.953, "eval_steps_per_second": 0.101, "step": 28 }, { "epoch": 4.29, "learning_rate": 1.7142857142857142e-05, "loss": 0.3163, "step": 30 }, { "epoch": 5.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.3152060806751251, "eval_runtime": 10.1128, "eval_samples_per_second": 7.812, "eval_steps_per_second": 0.099, "step": 35 }, { "epoch": 5.71, "learning_rate": 1.6190476190476193e-05, "loss": 0.2942, "step": 40 }, { "epoch": 6.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.2942211925983429, "eval_runtime": 10.0302, "eval_samples_per_second": 7.876, "eval_steps_per_second": 0.1, "step": 42 }, { "epoch": 7.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.2668735980987549, "eval_runtime": 9.9387, "eval_samples_per_second": 7.949, "eval_steps_per_second": 0.101, "step": 49 }, { "epoch": 7.14, "learning_rate": 1.523809523809524e-05, "loss": 0.2755, "step": 50 }, { "epoch": 8.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.23157073557376862, "eval_runtime": 10.0692, "eval_samples_per_second": 7.846, "eval_steps_per_second": 0.099, "step": 56 }, { "epoch": 8.57, "learning_rate": 1.4285714285714287e-05, "loss": 0.2281, "step": 60 }, { "epoch": 9.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.2104099839925766, "eval_runtime": 10.0928, "eval_samples_per_second": 7.827, "eval_steps_per_second": 0.099, "step": 63 }, { "epoch": 10.0, "learning_rate": 1.3333333333333333e-05, "loss": 0.2076, "step": 70 }, { "epoch": 10.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.1937984824180603, "eval_runtime": 9.9756, "eval_samples_per_second": 7.919, "eval_steps_per_second": 0.1, "step": 70 }, { "epoch": 11.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.1803407520055771, "eval_runtime": 10.0131, "eval_samples_per_second": 7.89, "eval_steps_per_second": 0.1, "step": 77 }, { "epoch": 11.43, "learning_rate": 1.2380952380952383e-05, "loss": 0.1832, "step": 80 }, { "epoch": 12.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.17044714093208313, "eval_runtime": 10.0514, "eval_samples_per_second": 7.86, "eval_steps_per_second": 0.099, "step": 84 }, { "epoch": 12.86, "learning_rate": 1.1523809523809524e-05, "loss": 0.1758, "step": 90 }, { "epoch": 13.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.16500937938690186, "eval_runtime": 9.8999, "eval_samples_per_second": 7.98, "eval_steps_per_second": 0.101, "step": 91 }, { "epoch": 14.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.17136065661907196, "eval_runtime": 10.3084, "eval_samples_per_second": 7.664, "eval_steps_per_second": 0.097, "step": 98 }, { "epoch": 14.29, "learning_rate": 1.0571428571428572e-05, "loss": 0.167, "step": 100 }, { "epoch": 15.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.1574719250202179, "eval_runtime": 10.3458, "eval_samples_per_second": 7.636, "eval_steps_per_second": 0.097, "step": 105 }, { "epoch": 15.71, "learning_rate": 9.61904761904762e-06, "loss": 0.1519, "step": 110 }, { "epoch": 16.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.154911071062088, "eval_runtime": 9.9419, "eval_samples_per_second": 7.946, "eval_steps_per_second": 0.101, "step": 112 }, { "epoch": 17.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.17046359181404114, "eval_runtime": 10.1139, "eval_samples_per_second": 7.811, "eval_steps_per_second": 0.099, "step": 119 }, { "epoch": 17.14, "learning_rate": 8.666666666666668e-06, "loss": 0.1422, "step": 120 }, { "epoch": 18.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.14778320491313934, "eval_runtime": 10.4334, "eval_samples_per_second": 7.572, "eval_steps_per_second": 0.096, "step": 126 }, { "epoch": 18.57, "learning_rate": 7.714285714285716e-06, "loss": 0.1444, "step": 130 }, { "epoch": 19.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.14368951320648193, "eval_runtime": 9.9263, "eval_samples_per_second": 7.959, "eval_steps_per_second": 0.101, "step": 133 }, { "epoch": 20.0, "learning_rate": 6.761904761904763e-06, "loss": 0.1396, "step": 140 }, { "epoch": 20.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.13980019092559814, "eval_runtime": 10.0444, "eval_samples_per_second": 7.865, "eval_steps_per_second": 0.1, "step": 140 }, { "epoch": 21.0, "eval_f1": 0.8607594936708861, "eval_loss": 0.13507133722305298, "eval_runtime": 9.9798, "eval_samples_per_second": 7.916, "eval_steps_per_second": 0.1, "step": 147 }, { "epoch": 21.43, "learning_rate": 5.8095238095238106e-06, "loss": 0.1293, "step": 150 }, { "epoch": 22.0, "eval_f1": 0.8987341772151899, "eval_loss": 0.1370120793581009, "eval_runtime": 9.9423, "eval_samples_per_second": 7.946, "eval_steps_per_second": 0.101, "step": 154 }, { "epoch": 22.86, "learning_rate": 4.857142857142858e-06, "loss": 0.1361, "step": 160 }, { "epoch": 23.0, "eval_f1": 0.8987341772151899, "eval_loss": 0.13351036608219147, "eval_runtime": 9.9968, "eval_samples_per_second": 7.903, "eval_steps_per_second": 0.1, "step": 161 }, { "epoch": 24.0, "eval_f1": 0.9367088607594937, "eval_loss": 0.13105367124080658, "eval_runtime": 10.0843, "eval_samples_per_second": 7.834, "eval_steps_per_second": 0.099, "step": 168 }, { "epoch": 24.29, "learning_rate": 3.9047619047619055e-06, "loss": 0.1246, "step": 170 }, { "epoch": 25.0, "eval_f1": 0.9620253164556962, "eval_loss": 0.12886276841163635, "eval_runtime": 9.9441, "eval_samples_per_second": 7.944, "eval_steps_per_second": 0.101, "step": 175 }, { "epoch": 25.71, "learning_rate": 2.9523809523809525e-06, "loss": 0.1211, "step": 180 }, { "epoch": 26.0, "eval_f1": 0.9620253164556962, "eval_loss": 0.12829144299030304, "eval_runtime": 10.0697, "eval_samples_per_second": 7.845, "eval_steps_per_second": 0.099, "step": 182 }, { "epoch": 27.0, "eval_f1": 0.9620253164556962, "eval_loss": 0.12941910326480865, "eval_runtime": 10.0409, "eval_samples_per_second": 7.868, "eval_steps_per_second": 0.1, "step": 189 }, { "epoch": 27.14, "learning_rate": 2.0000000000000003e-06, "loss": 0.1182, "step": 190 }, { "epoch": 28.0, "eval_f1": 0.9620253164556962, "eval_loss": 0.13063742220401764, "eval_runtime": 9.9814, "eval_samples_per_second": 7.915, "eval_steps_per_second": 0.1, "step": 196 }, { "epoch": 28.57, "learning_rate": 1.0476190476190478e-06, "loss": 0.1172, "step": 200 }, { "epoch": 29.0, "eval_f1": 0.9620253164556962, "eval_loss": 0.13123980164527893, "eval_runtime": 9.9869, "eval_samples_per_second": 7.91, "eval_steps_per_second": 0.1, "step": 203 }, { "epoch": 30.0, "learning_rate": 9.523809523809525e-08, "loss": 0.1102, "step": 210 }, { "epoch": 30.0, "eval_f1": 0.9620253164556962, "eval_loss": 0.1317748874425888, "eval_runtime": 9.9991, "eval_samples_per_second": 7.901, "eval_steps_per_second": 0.1, "step": 210 }, { "epoch": 30.0, "step": 210, "total_flos": 5.976482160866918e+17, "train_loss": 0.20286732230867657, "train_runtime": 1939.2485, "train_samples_per_second": 6.9, "train_steps_per_second": 0.108 } ], "max_steps": 210, "num_train_epochs": 30, "total_flos": 5.976482160866918e+17, "trial_name": null, "trial_params": null }