{ "best_metric": 0.22113871574401855, "best_model_checkpoint": "./convnext-base-wd-1e-8-3e-5-erasing/checkpoint-10990", "epoch": 10.0, "eval_steps": 500, "global_step": 10990, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.09, "grad_norm": 23.46108627319336, "learning_rate": 2.999387175598269e-05, "loss": 2.6353, "step": 100 }, { "epoch": 0.18, "grad_norm": 16.22706413269043, "learning_rate": 2.9975492031314045e-05, "loss": 1.4961, "step": 200 }, { "epoch": 0.27, "grad_norm": 21.055408477783203, "learning_rate": 2.994487584405244e-05, "loss": 1.1313, "step": 300 }, { "epoch": 0.36, "grad_norm": 33.7674446105957, "learning_rate": 2.990204821066006e-05, "loss": 0.8546, "step": 400 }, { "epoch": 0.45, "grad_norm": 20.148395538330078, "learning_rate": 2.984704412556199e-05, "loss": 0.8015, "step": 500 }, { "epoch": 0.55, "grad_norm": 19.732004165649414, "learning_rate": 2.977990853255228e-05, "loss": 0.691, "step": 600 }, { "epoch": 0.64, "grad_norm": 25.433279037475586, "learning_rate": 2.970069628807043e-05, "loss": 0.7105, "step": 700 }, { "epoch": 0.73, "grad_norm": 14.037881851196289, "learning_rate": 2.9609472116378222e-05, "loss": 0.64, "step": 800 }, { "epoch": 0.82, "grad_norm": 10.451700210571289, "learning_rate": 2.9506310556673573e-05, "loss": 0.5995, "step": 900 }, { "epoch": 0.91, "grad_norm": 12.546747207641602, "learning_rate": 2.9391295902184625e-05, "loss": 0.6062, "step": 1000 }, { "epoch": 1.0, "eval_accuracy": 0.8930417495029821, "eval_loss": 0.36765438318252563, "eval_runtime": 105.6433, "eval_samples_per_second": 23.807, "eval_steps_per_second": 1.496, "step": 1099 }, { "epoch": 1.0, "grad_norm": 34.490543365478516, "learning_rate": 2.9264522131293818e-05, "loss": 0.6367, "step": 1100 }, { "epoch": 1.09, "grad_norm": 15.90696907043457, "learning_rate": 2.9126092830748217e-05, "loss": 0.5309, "step": 1200 }, { "epoch": 1.18, "grad_norm": 28.304794311523438, "learning_rate": 2.897612111101888e-05, "loss": 0.515, "step": 1300 }, { "epoch": 1.27, "grad_norm": 18.61859893798828, "learning_rate": 2.8814729513878365e-05, "loss": 0.484, "step": 1400 }, { "epoch": 1.36, "grad_norm": 19.281923294067383, "learning_rate": 2.864204991227195e-05, "loss": 0.5082, "step": 1500 }, { "epoch": 1.46, "grad_norm": 20.169174194335938, "learning_rate": 2.8458223402564366e-05, "loss": 0.4689, "step": 1600 }, { "epoch": 1.55, "grad_norm": 13.506836891174316, "learning_rate": 2.826340018925006e-05, "loss": 0.5311, "step": 1700 }, { "epoch": 1.64, "grad_norm": 22.1657657623291, "learning_rate": 2.8057739462221215e-05, "loss": 0.4909, "step": 1800 }, { "epoch": 1.73, "grad_norm": 20.638866424560547, "learning_rate": 2.7841409266693838e-05, "loss": 0.4316, "step": 1900 }, { "epoch": 1.82, "grad_norm": 15.684589385986328, "learning_rate": 2.761458636589813e-05, "loss": 0.4746, "step": 2000 }, { "epoch": 1.91, "grad_norm": 17.279956817626953, "learning_rate": 2.7377456096645395e-05, "loss": 0.4975, "step": 2100 }, { "epoch": 2.0, "eval_accuracy": 0.9268389662027833, "eval_loss": 0.27913880348205566, "eval_runtime": 105.6176, "eval_samples_per_second": 23.812, "eval_steps_per_second": 1.496, "step": 2198 }, { "epoch": 2.0, "grad_norm": 29.95267105102539, "learning_rate": 2.7130212217889484e-05, "loss": 0.4716, "step": 2200 }, { "epoch": 2.09, "grad_norm": 14.320356369018555, "learning_rate": 2.6873056752406504e-05, "loss": 0.3472, "step": 2300 }, { "epoch": 2.18, "grad_norm": 24.206567764282227, "learning_rate": 2.6606199821722166e-05, "loss": 0.4262, "step": 2400 }, { "epoch": 2.27, "grad_norm": 16.749975204467773, "learning_rate": 2.632985947442167e-05, "loss": 0.3718, "step": 2500 }, { "epoch": 2.37, "grad_norm": 13.791542053222656, "learning_rate": 2.6044261507982356e-05, "loss": 0.4423, "step": 2600 }, { "epoch": 2.46, "grad_norm": 39.41408157348633, "learning_rate": 2.5749639284274782e-05, "loss": 0.3756, "step": 2700 }, { "epoch": 2.55, "grad_norm": 5.441478252410889, "learning_rate": 2.5446233538882924e-05, "loss": 0.3997, "step": 2800 }, { "epoch": 2.64, "grad_norm": 27.294628143310547, "learning_rate": 2.513429218439932e-05, "loss": 0.3874, "step": 2900 }, { "epoch": 2.73, "grad_norm": 18.142757415771484, "learning_rate": 2.4814070107855878e-05, "loss": 0.4291, "step": 3000 }, { "epoch": 2.82, "grad_norm": 18.32405662536621, "learning_rate": 2.448582896245591e-05, "loss": 0.4085, "step": 3100 }, { "epoch": 2.91, "grad_norm": 27.914020538330078, "learning_rate": 2.4149836953777488e-05, "loss": 0.3777, "step": 3200 }, { "epoch": 3.0, "eval_accuracy": 0.9355864811133201, "eval_loss": 0.2496386617422104, "eval_runtime": 105.6667, "eval_samples_per_second": 23.801, "eval_steps_per_second": 1.495, "step": 3297 }, { "epoch": 3.0, "grad_norm": 11.372156143188477, "learning_rate": 2.3806368620622876e-05, "loss": 0.3952, "step": 3300 }, { "epoch": 3.09, "grad_norm": 6.642704963684082, "learning_rate": 2.345570461069312e-05, "loss": 0.3029, "step": 3400 }, { "epoch": 3.18, "grad_norm": 16.000930786132812, "learning_rate": 2.3098131451271016e-05, "loss": 0.3644, "step": 3500 }, { "epoch": 3.28, "grad_norm": 27.844514846801758, "learning_rate": 2.2733941315099883e-05, "loss": 0.3687, "step": 3600 }, { "epoch": 3.37, "grad_norm": 27.35566520690918, "learning_rate": 2.2363431781649483e-05, "loss": 0.3111, "step": 3700 }, { "epoch": 3.46, "grad_norm": 13.689902305603027, "learning_rate": 2.1986905593964048e-05, "loss": 0.3542, "step": 3800 }, { "epoch": 3.55, "grad_norm": 6.648231029510498, "learning_rate": 2.1604670411291174e-05, "loss": 0.3471, "step": 3900 }, { "epoch": 3.64, "grad_norm": 17.46345329284668, "learning_rate": 2.121703855769373e-05, "loss": 0.3704, "step": 4000 }, { "epoch": 3.73, "grad_norm": 13.02889347076416, "learning_rate": 2.0824326766850072e-05, "loss": 0.3491, "step": 4100 }, { "epoch": 3.82, "grad_norm": 3.550931453704834, "learning_rate": 2.042685592325123e-05, "loss": 0.33, "step": 4200 }, { "epoch": 3.91, "grad_norm": 52.093753814697266, "learning_rate": 2.0024950800006463e-05, "loss": 0.3135, "step": 4300 }, { "epoch": 4.0, "eval_accuracy": 0.9395626242544731, "eval_loss": 0.22969551384449005, "eval_runtime": 105.7529, "eval_samples_per_second": 23.782, "eval_steps_per_second": 1.494, "step": 4396 }, { "epoch": 4.0, "grad_norm": 9.075785636901855, "learning_rate": 1.961893979347137e-05, "loss": 0.2703, "step": 4400 }, { "epoch": 4.09, "grad_norm": 16.759511947631836, "learning_rate": 1.9209154654915524e-05, "loss": 0.2964, "step": 4500 }, { "epoch": 4.19, "grad_norm": 34.864501953125, "learning_rate": 1.879593021944875e-05, "loss": 0.3281, "step": 4600 }, { "epoch": 4.28, "grad_norm": 31.949420928955078, "learning_rate": 1.837960413242765e-05, "loss": 0.2933, "step": 4700 }, { "epoch": 4.37, "grad_norm": 18.939651489257812, "learning_rate": 1.796051657356582e-05, "loss": 0.2837, "step": 4800 }, { "epoch": 4.46, "grad_norm": 10.814738273620605, "learning_rate": 1.7539009978973312e-05, "loss": 0.2615, "step": 4900 }, { "epoch": 4.55, "grad_norm": 19.958898544311523, "learning_rate": 1.711542876135233e-05, "loss": 0.2938, "step": 5000 }, { "epoch": 4.64, "grad_norm": 24.847991943359375, "learning_rate": 1.669011902857791e-05, "loss": 0.2847, "step": 5100 }, { "epoch": 4.73, "grad_norm": 31.440824508666992, "learning_rate": 1.6263428300893422e-05, "loss": 0.311, "step": 5200 }, { "epoch": 4.82, "grad_norm": 24.64202117919922, "learning_rate": 1.5835705226952112e-05, "loss": 0.319, "step": 5300 }, { "epoch": 4.91, "grad_norm": 20.617746353149414, "learning_rate": 1.540729929893649e-05, "loss": 0.3022, "step": 5400 }, { "epoch": 5.0, "eval_accuracy": 0.9399602385685885, "eval_loss": 0.24197304248809814, "eval_runtime": 105.732, "eval_samples_per_second": 23.787, "eval_steps_per_second": 1.494, "step": 5495 }, { "epoch": 5.0, "grad_norm": 13.16674518585205, "learning_rate": 1.4978560566988603e-05, "loss": 0.3003, "step": 5500 }, { "epoch": 5.1, "grad_norm": 11.548135757446289, "learning_rate": 1.454983935318433e-05, "loss": 0.2383, "step": 5600 }, { "epoch": 5.19, "grad_norm": 15.562095642089844, "learning_rate": 1.4121485965285485e-05, "loss": 0.235, "step": 5700 }, { "epoch": 5.28, "grad_norm": 22.393648147583008, "learning_rate": 1.3693850410503614e-05, "loss": 0.2661, "step": 5800 }, { "epoch": 5.37, "grad_norm": 21.64914894104004, "learning_rate": 1.326728210950942e-05, "loss": 0.2697, "step": 5900 }, { "epoch": 5.46, "grad_norm": 7.229253768920898, "learning_rate": 1.2842129610921378e-05, "loss": 0.2556, "step": 6000 }, { "epoch": 5.55, "grad_norm": 17.345558166503906, "learning_rate": 1.2418740306506923e-05, "loss": 0.2717, "step": 6100 }, { "epoch": 5.64, "grad_norm": 32.90108871459961, "learning_rate": 1.1997460147328984e-05, "loss": 0.2346, "step": 6200 }, { "epoch": 5.73, "grad_norm": 26.533710479736328, "learning_rate": 1.1578633361069559e-05, "loss": 0.2724, "step": 6300 }, { "epoch": 5.82, "grad_norm": 16.73810577392578, "learning_rate": 1.1162602170761611e-05, "loss": 0.2518, "step": 6400 }, { "epoch": 5.91, "grad_norm": 31.530790328979492, "learning_rate": 1.0749706515158863e-05, "loss": 0.2481, "step": 6500 }, { "epoch": 6.0, "eval_accuracy": 0.945924453280318, "eval_loss": 0.2327275574207306, "eval_runtime": 105.9698, "eval_samples_per_second": 23.733, "eval_steps_per_second": 1.491, "step": 6594 }, { "epoch": 6.01, "grad_norm": 17.024036407470703, "learning_rate": 1.0340283770972167e-05, "loss": 0.2747, "step": 6600 }, { "epoch": 6.1, "grad_norm": 14.112195014953613, "learning_rate": 9.93466847719919e-06, "loss": 0.2236, "step": 6700 }, { "epoch": 6.19, "grad_norm": 7.770081043243408, "learning_rate": 9.533192061772919e-06, "loss": 0.2391, "step": 6800 }, { "epoch": 6.28, "grad_norm": 7.291871547698975, "learning_rate": 9.136182570752153e-06, "loss": 0.2501, "step": 6900 }, { "epoch": 6.37, "grad_norm": 9.997650146484375, "learning_rate": 8.743964400275304e-06, "loss": 0.2116, "step": 7000 }, { "epoch": 6.46, "grad_norm": 0.30319592356681824, "learning_rate": 8.356858031496596e-06, "loss": 0.2563, "step": 7100 }, { "epoch": 6.55, "grad_norm": 1.384082555770874, "learning_rate": 7.975179768721187e-06, "loss": 0.2203, "step": 7200 }, { "epoch": 6.64, "grad_norm": 17.061349868774414, "learning_rate": 7.599241480953112e-06, "loss": 0.2054, "step": 7300 }, { "epoch": 6.73, "grad_norm": 33.148921966552734, "learning_rate": 7.229350347067426e-06, "loss": 0.2328, "step": 7400 }, { "epoch": 6.82, "grad_norm": 8.242575645446777, "learning_rate": 6.865808604814564e-06, "loss": 0.2108, "step": 7500 }, { "epoch": 6.92, "grad_norm": 0.4348295032978058, "learning_rate": 6.508913303862144e-06, "loss": 0.2439, "step": 7600 }, { "epoch": 7.0, "eval_accuracy": 0.9439363817097416, "eval_loss": 0.23284506797790527, "eval_runtime": 105.5247, "eval_samples_per_second": 23.833, "eval_steps_per_second": 1.497, "step": 7693 }, { "epoch": 7.01, "grad_norm": 30.08086585998535, "learning_rate": 6.1589560630758656e-06, "loss": 0.1879, "step": 7700 }, { "epoch": 7.1, "grad_norm": 41.7615852355957, "learning_rate": 5.8162228322380155e-06, "loss": 0.2135, "step": 7800 }, { "epoch": 7.19, "grad_norm": 8.607312202453613, "learning_rate": 5.480993658398129e-06, "loss": 0.1963, "step": 7900 }, { "epoch": 7.28, "grad_norm": 10.731322288513184, "learning_rate": 5.153542457046737e-06, "loss": 0.2423, "step": 8000 }, { "epoch": 7.37, "grad_norm": 10.43770980834961, "learning_rate": 4.834136788299248e-06, "loss": 0.2129, "step": 8100 }, { "epoch": 7.46, "grad_norm": 12.690656661987305, "learning_rate": 4.523037638272822e-06, "loss": 0.2149, "step": 8200 }, { "epoch": 7.55, "grad_norm": 18.027700424194336, "learning_rate": 4.220499205834783e-06, "loss": 0.185, "step": 8300 }, { "epoch": 7.64, "grad_norm": 15.369023323059082, "learning_rate": 3.926768694896931e-06, "loss": 0.22, "step": 8400 }, { "epoch": 7.73, "grad_norm": 44.863441467285156, "learning_rate": 3.6420861124254607e-06, "loss": 0.1803, "step": 8500 }, { "epoch": 7.83, "grad_norm": 9.732752799987793, "learning_rate": 3.3666840723314145e-06, "loss": 0.2207, "step": 8600 }, { "epoch": 7.92, "grad_norm": 1.730449914932251, "learning_rate": 3.1007876054020724e-06, "loss": 0.1849, "step": 8700 }, { "epoch": 8.0, "eval_accuracy": 0.94831013916501, "eval_loss": 0.2235245704650879, "eval_runtime": 105.4928, "eval_samples_per_second": 23.84, "eval_steps_per_second": 1.498, "step": 8792 }, { "epoch": 8.01, "grad_norm": 21.83309555053711, "learning_rate": 2.8446139754284486e-06, "loss": 0.2095, "step": 8800 }, { "epoch": 8.1, "grad_norm": 21.83153533935547, "learning_rate": 2.5983725016792574e-06, "loss": 0.196, "step": 8900 }, { "epoch": 8.19, "grad_norm": 1.2116672992706299, "learning_rate": 2.36226438786627e-06, "loss": 0.1769, "step": 9000 }, { "epoch": 8.28, "grad_norm": 12.81109619140625, "learning_rate": 2.1364825577409424e-06, "loss": 0.1455, "step": 9100 }, { "epoch": 8.37, "grad_norm": 0.36004820466041565, "learning_rate": 1.9212114974565664e-06, "loss": 0.2078, "step": 9200 }, { "epoch": 8.46, "grad_norm": 2.3525044918060303, "learning_rate": 1.7166271048247796e-06, "loss": 0.1607, "step": 9300 }, { "epoch": 8.55, "grad_norm": 15.3230619430542, "learning_rate": 1.5228965455896054e-06, "loss": 0.1831, "step": 9400 }, { "epoch": 8.64, "grad_norm": 14.115558624267578, "learning_rate": 1.3401781168364591e-06, "loss": 0.2013, "step": 9500 }, { "epoch": 8.74, "grad_norm": 2.3320865631103516, "learning_rate": 1.1686211176477208e-06, "loss": 0.1922, "step": 9600 }, { "epoch": 8.83, "grad_norm": 1.680296778678894, "learning_rate": 1.00836572711058e-06, "loss": 0.2407, "step": 9700 }, { "epoch": 8.92, "grad_norm": 12.502205848693848, "learning_rate": 8.595428897768071e-07, "loss": 0.1716, "step": 9800 }, { "epoch": 9.0, "eval_accuracy": 0.9506958250497017, "eval_loss": 0.22239501774311066, "eval_runtime": 105.4214, "eval_samples_per_second": 23.857, "eval_steps_per_second": 1.499, "step": 9891 }, { "epoch": 9.01, "grad_norm": 19.13417625427246, "learning_rate": 7.222742086680756e-07, "loss": 0.1656, "step": 9900 }, { "epoch": 9.1, "grad_norm": 6.075860023498535, "learning_rate": 5.966718459142196e-07, "loss": 0.1705, "step": 10000 }, { "epoch": 9.19, "grad_norm": 17.40691375732422, "learning_rate": 4.82838431105655e-07, "loss": 0.1847, "step": 10100 }, { "epoch": 9.28, "grad_norm": 21.60211944580078, "learning_rate": 3.808669774348167e-07, "loss": 0.1602, "step": 10200 }, { "epoch": 9.37, "grad_norm": 11.399230003356934, "learning_rate": 2.908408056951578e-07, "loss": 0.1834, "step": 10300 }, { "epoch": 9.46, "grad_norm": 0.1577068567276001, "learning_rate": 2.1283347619979243e-07, "loss": 0.1565, "step": 10400 }, { "epoch": 9.55, "grad_norm": 5.944873332977295, "learning_rate": 1.4690872867542892e-07, "loss": 0.1948, "step": 10500 }, { "epoch": 9.65, "grad_norm": 35.5730094909668, "learning_rate": 9.312043018067762e-08, "loss": 0.2041, "step": 10600 }, { "epoch": 9.74, "grad_norm": 31.919750213623047, "learning_rate": 5.1512531091333914e-08, "loss": 0.1906, "step": 10700 }, { "epoch": 9.83, "grad_norm": 15.108580589294434, "learning_rate": 2.211902918855313e-08, "loss": 0.1973, "step": 10800 }, { "epoch": 9.92, "grad_norm": 29.040531158447266, "learning_rate": 4.963941879295164e-09, "loss": 0.1731, "step": 10900 }, { "epoch": 10.0, "eval_accuracy": 0.9506958250497017, "eval_loss": 0.22113871574401855, "eval_runtime": 105.6004, "eval_samples_per_second": 23.816, "eval_steps_per_second": 1.496, "step": 10990 }, { "epoch": 10.0, "step": 10990, "total_flos": 4.09349935387607e+19, "train_loss": 0.35613980254224475, "train_runtime": 19061.1748, "train_samples_per_second": 9.223, "train_steps_per_second": 0.577 } ], "logging_steps": 100, "max_steps": 10990, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 500, "total_flos": 4.09349935387607e+19, "train_batch_size": 16, "trial_name": null, "trial_params": null }