|
{ |
|
"best_metric": 0.8051581382751465, |
|
"best_model_checkpoint": "wav2vec2-vocal-disable-classification/checkpoint-513", |
|
"epoch": 9.0, |
|
"eval_steps": 1, |
|
"global_step": 513, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.017543859649122806, |
|
"grad_norm": 1.56613290309906, |
|
"learning_rate": 6.000000000000001e-07, |
|
"loss": 1.6056, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.03508771929824561, |
|
"grad_norm": 1.8094905614852905, |
|
"learning_rate": 1.2000000000000002e-06, |
|
"loss": 1.6101, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.05263157894736842, |
|
"grad_norm": 1.138840913772583, |
|
"learning_rate": 1.8e-06, |
|
"loss": 1.609, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.07017543859649122, |
|
"grad_norm": 3.695634603500366, |
|
"learning_rate": 2.4000000000000003e-06, |
|
"loss": 1.6097, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.08771929824561403, |
|
"grad_norm": 1.9893696308135986, |
|
"learning_rate": 3e-06, |
|
"loss": 1.6028, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.10526315789473684, |
|
"grad_norm": 2.095263957977295, |
|
"learning_rate": 3.6e-06, |
|
"loss": 1.6016, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.12280701754385964, |
|
"grad_norm": 1.7659621238708496, |
|
"learning_rate": 4.2000000000000004e-06, |
|
"loss": 1.5994, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.14035087719298245, |
|
"grad_norm": 2.041477680206299, |
|
"learning_rate": 4.800000000000001e-06, |
|
"loss": 1.5951, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.15789473684210525, |
|
"grad_norm": 1.6106765270233154, |
|
"learning_rate": 5.4e-06, |
|
"loss": 1.5957, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.17543859649122806, |
|
"grad_norm": 1.5744407176971436, |
|
"learning_rate": 6e-06, |
|
"loss": 1.5951, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.19298245614035087, |
|
"grad_norm": 1.0527958869934082, |
|
"learning_rate": 6.6e-06, |
|
"loss": 1.5994, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.21052631578947367, |
|
"grad_norm": 1.5314522981643677, |
|
"learning_rate": 7.2e-06, |
|
"loss": 1.5766, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.22807017543859648, |
|
"grad_norm": 1.0843933820724487, |
|
"learning_rate": 7.8e-06, |
|
"loss": 1.5976, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.24561403508771928, |
|
"grad_norm": 1.8420531749725342, |
|
"learning_rate": 8.400000000000001e-06, |
|
"loss": 1.5803, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.2631578947368421, |
|
"grad_norm": 2.5668458938598633, |
|
"learning_rate": 9e-06, |
|
"loss": 1.5839, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.2807017543859649, |
|
"grad_norm": 1.5706558227539062, |
|
"learning_rate": 9.600000000000001e-06, |
|
"loss": 1.5522, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.2982456140350877, |
|
"grad_norm": 1.722334384918213, |
|
"learning_rate": 1.02e-05, |
|
"loss": 1.5391, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 0.3157894736842105, |
|
"grad_norm": 1.317153811454773, |
|
"learning_rate": 1.08e-05, |
|
"loss": 1.6246, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 0.3333333333333333, |
|
"grad_norm": 1.3377695083618164, |
|
"learning_rate": 1.1400000000000001e-05, |
|
"loss": 1.6166, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 0.3508771929824561, |
|
"grad_norm": 3.216266632080078, |
|
"learning_rate": 1.2e-05, |
|
"loss": 1.5151, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.3684210526315789, |
|
"grad_norm": 1.3238260746002197, |
|
"learning_rate": 1.26e-05, |
|
"loss": 1.5195, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 0.38596491228070173, |
|
"grad_norm": 2.946779251098633, |
|
"learning_rate": 1.32e-05, |
|
"loss": 1.503, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 0.40350877192982454, |
|
"grad_norm": 1.427848219871521, |
|
"learning_rate": 1.3800000000000002e-05, |
|
"loss": 1.5538, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 0.42105263157894735, |
|
"grad_norm": 3.5313634872436523, |
|
"learning_rate": 1.44e-05, |
|
"loss": 1.545, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 0.43859649122807015, |
|
"grad_norm": 1.3384391069412231, |
|
"learning_rate": 1.5e-05, |
|
"loss": 1.5406, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.45614035087719296, |
|
"grad_norm": 1.635528802871704, |
|
"learning_rate": 1.56e-05, |
|
"loss": 1.4864, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 0.47368421052631576, |
|
"grad_norm": 1.3669475317001343, |
|
"learning_rate": 1.62e-05, |
|
"loss": 1.5609, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 0.49122807017543857, |
|
"grad_norm": 1.532422661781311, |
|
"learning_rate": 1.6800000000000002e-05, |
|
"loss": 1.4829, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 0.5087719298245614, |
|
"grad_norm": 14.834467887878418, |
|
"learning_rate": 1.74e-05, |
|
"loss": 1.4049, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 0.5263157894736842, |
|
"grad_norm": 1.5839215517044067, |
|
"learning_rate": 1.8e-05, |
|
"loss": 1.4429, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.543859649122807, |
|
"grad_norm": 8.556641578674316, |
|
"learning_rate": 1.86e-05, |
|
"loss": 1.5076, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 0.5614035087719298, |
|
"grad_norm": 2.6420958042144775, |
|
"learning_rate": 1.9200000000000003e-05, |
|
"loss": 1.6325, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 0.5789473684210527, |
|
"grad_norm": 1.5453814268112183, |
|
"learning_rate": 1.98e-05, |
|
"loss": 1.5331, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 0.5964912280701754, |
|
"grad_norm": 2.1342880725860596, |
|
"learning_rate": 2.04e-05, |
|
"loss": 1.5563, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 0.6140350877192983, |
|
"grad_norm": 7.298281669616699, |
|
"learning_rate": 2.1e-05, |
|
"loss": 1.3024, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 0.631578947368421, |
|
"grad_norm": 2.423535108566284, |
|
"learning_rate": 2.16e-05, |
|
"loss": 1.5851, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 0.6491228070175439, |
|
"grad_norm": 2.8099899291992188, |
|
"learning_rate": 2.22e-05, |
|
"loss": 1.664, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 0.6666666666666666, |
|
"grad_norm": 3.804816961288452, |
|
"learning_rate": 2.2800000000000002e-05, |
|
"loss": 1.4642, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 0.6842105263157895, |
|
"grad_norm": 5.346778392791748, |
|
"learning_rate": 2.3400000000000003e-05, |
|
"loss": 1.5016, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 0.7017543859649122, |
|
"grad_norm": 5.4332733154296875, |
|
"learning_rate": 2.4e-05, |
|
"loss": 1.4937, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.7192982456140351, |
|
"grad_norm": 3.2267627716064453, |
|
"learning_rate": 2.4599999999999998e-05, |
|
"loss": 1.4857, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 0.7368421052631579, |
|
"grad_norm": 9.248668670654297, |
|
"learning_rate": 2.52e-05, |
|
"loss": 1.4574, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 0.7543859649122807, |
|
"grad_norm": 2.983009099960327, |
|
"learning_rate": 2.58e-05, |
|
"loss": 1.4802, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 0.7719298245614035, |
|
"grad_norm": 9.322035789489746, |
|
"learning_rate": 2.64e-05, |
|
"loss": 1.3646, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 0.7894736842105263, |
|
"grad_norm": 3.1577627658843994, |
|
"learning_rate": 2.7000000000000002e-05, |
|
"loss": 1.3842, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 0.8070175438596491, |
|
"grad_norm": 3.0866541862487793, |
|
"learning_rate": 2.7600000000000003e-05, |
|
"loss": 1.478, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 0.8245614035087719, |
|
"grad_norm": 2.434828281402588, |
|
"learning_rate": 2.8199999999999998e-05, |
|
"loss": 1.2678, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 0.8421052631578947, |
|
"grad_norm": 19.617595672607422, |
|
"learning_rate": 2.88e-05, |
|
"loss": 1.5149, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 0.8596491228070176, |
|
"grad_norm": 3.927741527557373, |
|
"learning_rate": 2.94e-05, |
|
"loss": 1.3689, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 0.8771929824561403, |
|
"grad_norm": 4.532490253448486, |
|
"learning_rate": 3e-05, |
|
"loss": 1.5975, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.8947368421052632, |
|
"grad_norm": 4.9621500968933105, |
|
"learning_rate": 2.9972477064220187e-05, |
|
"loss": 1.4361, |
|
"step": 51 |
|
}, |
|
{ |
|
"epoch": 0.9122807017543859, |
|
"grad_norm": 6.061293125152588, |
|
"learning_rate": 2.994495412844037e-05, |
|
"loss": 1.4083, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 0.9298245614035088, |
|
"grad_norm": 4.741385459899902, |
|
"learning_rate": 2.991743119266055e-05, |
|
"loss": 1.4497, |
|
"step": 53 |
|
}, |
|
{ |
|
"epoch": 0.9473684210526315, |
|
"grad_norm": 3.2169480323791504, |
|
"learning_rate": 2.9889908256880734e-05, |
|
"loss": 1.4465, |
|
"step": 54 |
|
}, |
|
{ |
|
"epoch": 0.9649122807017544, |
|
"grad_norm": 7.039127349853516, |
|
"learning_rate": 2.986238532110092e-05, |
|
"loss": 1.2431, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 0.9824561403508771, |
|
"grad_norm": 6.163113594055176, |
|
"learning_rate": 2.9834862385321102e-05, |
|
"loss": 1.2167, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 3.4295806884765625, |
|
"learning_rate": 2.9807339449541285e-05, |
|
"loss": 1.3198, |
|
"step": 57 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.4482758620689655, |
|
"eval_loss": 1.3703213930130005, |
|
"eval_roc_auc": 0.7240004822764974, |
|
"eval_runtime": 9.1707, |
|
"eval_samples_per_second": 28.46, |
|
"eval_steps_per_second": 1.854, |
|
"step": 57 |
|
}, |
|
{ |
|
"epoch": 1.0175438596491229, |
|
"grad_norm": 2.1605288982391357, |
|
"learning_rate": 2.9779816513761467e-05, |
|
"loss": 1.3161, |
|
"step": 58 |
|
}, |
|
{ |
|
"epoch": 1.0350877192982457, |
|
"grad_norm": 2.469620943069458, |
|
"learning_rate": 2.9752293577981653e-05, |
|
"loss": 1.4468, |
|
"step": 59 |
|
}, |
|
{ |
|
"epoch": 1.0526315789473684, |
|
"grad_norm": 5.3216376304626465, |
|
"learning_rate": 2.9724770642201836e-05, |
|
"loss": 1.3517, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 1.0701754385964912, |
|
"grad_norm": 5.191178798675537, |
|
"learning_rate": 2.9697247706422018e-05, |
|
"loss": 1.3841, |
|
"step": 61 |
|
}, |
|
{ |
|
"epoch": 1.087719298245614, |
|
"grad_norm": 2.3336193561553955, |
|
"learning_rate": 2.9669724770642204e-05, |
|
"loss": 1.3057, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 1.1052631578947367, |
|
"grad_norm": 42.809783935546875, |
|
"learning_rate": 2.9642201834862386e-05, |
|
"loss": 1.2346, |
|
"step": 63 |
|
}, |
|
{ |
|
"epoch": 1.1228070175438596, |
|
"grad_norm": 6.859128952026367, |
|
"learning_rate": 2.9614678899082572e-05, |
|
"loss": 1.4394, |
|
"step": 64 |
|
}, |
|
{ |
|
"epoch": 1.1403508771929824, |
|
"grad_norm": 9.006386756896973, |
|
"learning_rate": 2.958715596330275e-05, |
|
"loss": 1.2954, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 1.1578947368421053, |
|
"grad_norm": 2.543628454208374, |
|
"learning_rate": 2.9559633027522937e-05, |
|
"loss": 1.0557, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 1.1754385964912282, |
|
"grad_norm": 2.736093044281006, |
|
"learning_rate": 2.953211009174312e-05, |
|
"loss": 1.2225, |
|
"step": 67 |
|
}, |
|
{ |
|
"epoch": 1.1929824561403508, |
|
"grad_norm": 4.434782028198242, |
|
"learning_rate": 2.9504587155963306e-05, |
|
"loss": 1.1875, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 1.2105263157894737, |
|
"grad_norm": 8.687559127807617, |
|
"learning_rate": 2.9477064220183485e-05, |
|
"loss": 0.937, |
|
"step": 69 |
|
}, |
|
{ |
|
"epoch": 1.2280701754385965, |
|
"grad_norm": 3.4958977699279785, |
|
"learning_rate": 2.944954128440367e-05, |
|
"loss": 1.2851, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 1.2456140350877192, |
|
"grad_norm": 12.490559577941895, |
|
"learning_rate": 2.9422018348623853e-05, |
|
"loss": 1.5578, |
|
"step": 71 |
|
}, |
|
{ |
|
"epoch": 1.263157894736842, |
|
"grad_norm": 3.466176748275757, |
|
"learning_rate": 2.939449541284404e-05, |
|
"loss": 0.9698, |
|
"step": 72 |
|
}, |
|
{ |
|
"epoch": 1.280701754385965, |
|
"grad_norm": 9.730321884155273, |
|
"learning_rate": 2.936697247706422e-05, |
|
"loss": 1.2044, |
|
"step": 73 |
|
}, |
|
{ |
|
"epoch": 1.2982456140350878, |
|
"grad_norm": 12.908202171325684, |
|
"learning_rate": 2.9339449541284404e-05, |
|
"loss": 1.3778, |
|
"step": 74 |
|
}, |
|
{ |
|
"epoch": 1.3157894736842106, |
|
"grad_norm": 7.409069538116455, |
|
"learning_rate": 2.931192660550459e-05, |
|
"loss": 1.6065, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 1.3333333333333333, |
|
"grad_norm": 12.185145378112793, |
|
"learning_rate": 2.9284403669724772e-05, |
|
"loss": 1.2463, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 1.3508771929824561, |
|
"grad_norm": 16.505674362182617, |
|
"learning_rate": 2.9256880733944955e-05, |
|
"loss": 1.0027, |
|
"step": 77 |
|
}, |
|
{ |
|
"epoch": 1.368421052631579, |
|
"grad_norm": 9.078436851501465, |
|
"learning_rate": 2.9229357798165137e-05, |
|
"loss": 1.2037, |
|
"step": 78 |
|
}, |
|
{ |
|
"epoch": 1.3859649122807016, |
|
"grad_norm": 23.13191032409668, |
|
"learning_rate": 2.9201834862385323e-05, |
|
"loss": 1.0528, |
|
"step": 79 |
|
}, |
|
{ |
|
"epoch": 1.4035087719298245, |
|
"grad_norm": 7.651644229888916, |
|
"learning_rate": 2.9174311926605506e-05, |
|
"loss": 1.0373, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.4210526315789473, |
|
"grad_norm": 15.649460792541504, |
|
"learning_rate": 2.9146788990825688e-05, |
|
"loss": 1.3094, |
|
"step": 81 |
|
}, |
|
{ |
|
"epoch": 1.4385964912280702, |
|
"grad_norm": 14.335933685302734, |
|
"learning_rate": 2.9119266055045874e-05, |
|
"loss": 1.229, |
|
"step": 82 |
|
}, |
|
{ |
|
"epoch": 1.456140350877193, |
|
"grad_norm": 13.704193115234375, |
|
"learning_rate": 2.9091743119266056e-05, |
|
"loss": 1.2517, |
|
"step": 83 |
|
}, |
|
{ |
|
"epoch": 1.4736842105263157, |
|
"grad_norm": 6.872323036193848, |
|
"learning_rate": 2.9064220183486242e-05, |
|
"loss": 1.0614, |
|
"step": 84 |
|
}, |
|
{ |
|
"epoch": 1.4912280701754386, |
|
"grad_norm": 58.63323211669922, |
|
"learning_rate": 2.903669724770642e-05, |
|
"loss": 1.2651, |
|
"step": 85 |
|
}, |
|
{ |
|
"epoch": 1.5087719298245614, |
|
"grad_norm": 16.493391036987305, |
|
"learning_rate": 2.9009174311926607e-05, |
|
"loss": 1.0977, |
|
"step": 86 |
|
}, |
|
{ |
|
"epoch": 1.526315789473684, |
|
"grad_norm": 76.30412292480469, |
|
"learning_rate": 2.898165137614679e-05, |
|
"loss": 1.3534, |
|
"step": 87 |
|
}, |
|
{ |
|
"epoch": 1.543859649122807, |
|
"grad_norm": 35.07970428466797, |
|
"learning_rate": 2.8954128440366975e-05, |
|
"loss": 1.1015, |
|
"step": 88 |
|
}, |
|
{ |
|
"epoch": 1.5614035087719298, |
|
"grad_norm": 41.934513092041016, |
|
"learning_rate": 2.8926605504587155e-05, |
|
"loss": 1.252, |
|
"step": 89 |
|
}, |
|
{ |
|
"epoch": 1.5789473684210527, |
|
"grad_norm": 6.429330825805664, |
|
"learning_rate": 2.889908256880734e-05, |
|
"loss": 0.9942, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.5964912280701755, |
|
"grad_norm": 4.915737152099609, |
|
"learning_rate": 2.8871559633027523e-05, |
|
"loss": 1.0583, |
|
"step": 91 |
|
}, |
|
{ |
|
"epoch": 1.6140350877192984, |
|
"grad_norm": 5.171088695526123, |
|
"learning_rate": 2.884403669724771e-05, |
|
"loss": 0.9167, |
|
"step": 92 |
|
}, |
|
{ |
|
"epoch": 1.631578947368421, |
|
"grad_norm": 4.840869426727295, |
|
"learning_rate": 2.881651376146789e-05, |
|
"loss": 1.3165, |
|
"step": 93 |
|
}, |
|
{ |
|
"epoch": 1.6491228070175439, |
|
"grad_norm": 8.278257369995117, |
|
"learning_rate": 2.8788990825688074e-05, |
|
"loss": 1.0294, |
|
"step": 94 |
|
}, |
|
{ |
|
"epoch": 1.6666666666666665, |
|
"grad_norm": 7.380605697631836, |
|
"learning_rate": 2.876146788990826e-05, |
|
"loss": 1.16, |
|
"step": 95 |
|
}, |
|
{ |
|
"epoch": 1.6842105263157894, |
|
"grad_norm": 27.351318359375, |
|
"learning_rate": 2.8733944954128442e-05, |
|
"loss": 1.6427, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 1.7017543859649122, |
|
"grad_norm": 5.766673564910889, |
|
"learning_rate": 2.8706422018348625e-05, |
|
"loss": 1.1461, |
|
"step": 97 |
|
}, |
|
{ |
|
"epoch": 1.719298245614035, |
|
"grad_norm": 6.586304664611816, |
|
"learning_rate": 2.8678899082568807e-05, |
|
"loss": 1.1368, |
|
"step": 98 |
|
}, |
|
{ |
|
"epoch": 1.736842105263158, |
|
"grad_norm": 13.888910293579102, |
|
"learning_rate": 2.8651376146788993e-05, |
|
"loss": 0.8426, |
|
"step": 99 |
|
}, |
|
{ |
|
"epoch": 1.7543859649122808, |
|
"grad_norm": 14.992203712463379, |
|
"learning_rate": 2.8623853211009175e-05, |
|
"loss": 1.1494, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.7719298245614035, |
|
"grad_norm": 8.557571411132812, |
|
"learning_rate": 2.8596330275229358e-05, |
|
"loss": 1.1022, |
|
"step": 101 |
|
}, |
|
{ |
|
"epoch": 1.7894736842105263, |
|
"grad_norm": 19.743364334106445, |
|
"learning_rate": 2.856880733944954e-05, |
|
"loss": 1.0737, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 1.807017543859649, |
|
"grad_norm": 13.77326488494873, |
|
"learning_rate": 2.8541284403669726e-05, |
|
"loss": 0.8547, |
|
"step": 103 |
|
}, |
|
{ |
|
"epoch": 1.8245614035087718, |
|
"grad_norm": 4.906980514526367, |
|
"learning_rate": 2.8513761467889912e-05, |
|
"loss": 0.8529, |
|
"step": 104 |
|
}, |
|
{ |
|
"epoch": 1.8421052631578947, |
|
"grad_norm": 2.8242599964141846, |
|
"learning_rate": 2.848623853211009e-05, |
|
"loss": 1.2058, |
|
"step": 105 |
|
}, |
|
{ |
|
"epoch": 1.8596491228070176, |
|
"grad_norm": 3.802095890045166, |
|
"learning_rate": 2.8458715596330277e-05, |
|
"loss": 0.9236, |
|
"step": 106 |
|
}, |
|
{ |
|
"epoch": 1.8771929824561404, |
|
"grad_norm": 4.197514057159424, |
|
"learning_rate": 2.843119266055046e-05, |
|
"loss": 0.8856, |
|
"step": 107 |
|
}, |
|
{ |
|
"epoch": 1.8947368421052633, |
|
"grad_norm": 13.207415580749512, |
|
"learning_rate": 2.8403669724770645e-05, |
|
"loss": 0.769, |
|
"step": 108 |
|
}, |
|
{ |
|
"epoch": 1.912280701754386, |
|
"grad_norm": 4.843390941619873, |
|
"learning_rate": 2.8376146788990824e-05, |
|
"loss": 1.1706, |
|
"step": 109 |
|
}, |
|
{ |
|
"epoch": 1.9298245614035088, |
|
"grad_norm": 13.065381050109863, |
|
"learning_rate": 2.834862385321101e-05, |
|
"loss": 1.0655, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.9473684210526314, |
|
"grad_norm": 15.791166305541992, |
|
"learning_rate": 2.8321100917431193e-05, |
|
"loss": 1.2378, |
|
"step": 111 |
|
}, |
|
{ |
|
"epoch": 1.9649122807017543, |
|
"grad_norm": 11.551010131835938, |
|
"learning_rate": 2.829357798165138e-05, |
|
"loss": 0.9768, |
|
"step": 112 |
|
}, |
|
{ |
|
"epoch": 1.9824561403508771, |
|
"grad_norm": 14.838546752929688, |
|
"learning_rate": 2.826605504587156e-05, |
|
"loss": 1.0073, |
|
"step": 113 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 2.385023355484009, |
|
"learning_rate": 2.8238532110091744e-05, |
|
"loss": 0.9486, |
|
"step": 114 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.6091954022988506, |
|
"eval_loss": 1.0561790466308594, |
|
"eval_roc_auc": 0.8297140297597192, |
|
"eval_runtime": 10.2393, |
|
"eval_samples_per_second": 25.49, |
|
"eval_steps_per_second": 1.66, |
|
"step": 114 |
|
}, |
|
{ |
|
"epoch": 2.017543859649123, |
|
"grad_norm": 13.100618362426758, |
|
"learning_rate": 2.821100917431193e-05, |
|
"loss": 0.9394, |
|
"step": 115 |
|
}, |
|
{ |
|
"epoch": 2.0350877192982457, |
|
"grad_norm": 22.331451416015625, |
|
"learning_rate": 2.8183486238532112e-05, |
|
"loss": 1.0603, |
|
"step": 116 |
|
}, |
|
{ |
|
"epoch": 2.0526315789473686, |
|
"grad_norm": 4.956656455993652, |
|
"learning_rate": 2.8155963302752294e-05, |
|
"loss": 0.9566, |
|
"step": 117 |
|
}, |
|
{ |
|
"epoch": 2.0701754385964914, |
|
"grad_norm": 19.40747833251953, |
|
"learning_rate": 2.8128440366972477e-05, |
|
"loss": 1.1504, |
|
"step": 118 |
|
}, |
|
{ |
|
"epoch": 2.087719298245614, |
|
"grad_norm": 13.512128829956055, |
|
"learning_rate": 2.8100917431192663e-05, |
|
"loss": 1.194, |
|
"step": 119 |
|
}, |
|
{ |
|
"epoch": 2.1052631578947367, |
|
"grad_norm": 6.616446495056152, |
|
"learning_rate": 2.8073394495412845e-05, |
|
"loss": 1.0321, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.1228070175438596, |
|
"grad_norm": 2.3998453617095947, |
|
"learning_rate": 2.8045871559633028e-05, |
|
"loss": 1.0636, |
|
"step": 121 |
|
}, |
|
{ |
|
"epoch": 2.1403508771929824, |
|
"grad_norm": 3.214811086654663, |
|
"learning_rate": 2.801834862385321e-05, |
|
"loss": 0.7859, |
|
"step": 122 |
|
}, |
|
{ |
|
"epoch": 2.1578947368421053, |
|
"grad_norm": 2.0244710445404053, |
|
"learning_rate": 2.7990825688073396e-05, |
|
"loss": 0.8801, |
|
"step": 123 |
|
}, |
|
{ |
|
"epoch": 2.175438596491228, |
|
"grad_norm": 3.1682400703430176, |
|
"learning_rate": 2.7963302752293582e-05, |
|
"loss": 0.9413, |
|
"step": 124 |
|
}, |
|
{ |
|
"epoch": 2.192982456140351, |
|
"grad_norm": 3.509514570236206, |
|
"learning_rate": 2.793577981651376e-05, |
|
"loss": 0.8083, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 2.2105263157894735, |
|
"grad_norm": 6.175449848175049, |
|
"learning_rate": 2.7908256880733947e-05, |
|
"loss": 1.0884, |
|
"step": 126 |
|
}, |
|
{ |
|
"epoch": 2.2280701754385963, |
|
"grad_norm": 4.469012260437012, |
|
"learning_rate": 2.788073394495413e-05, |
|
"loss": 0.8281, |
|
"step": 127 |
|
}, |
|
{ |
|
"epoch": 2.245614035087719, |
|
"grad_norm": 18.924325942993164, |
|
"learning_rate": 2.7853211009174315e-05, |
|
"loss": 0.9676, |
|
"step": 128 |
|
}, |
|
{ |
|
"epoch": 2.263157894736842, |
|
"grad_norm": 24.372833251953125, |
|
"learning_rate": 2.7825688073394494e-05, |
|
"loss": 1.1955, |
|
"step": 129 |
|
}, |
|
{ |
|
"epoch": 2.280701754385965, |
|
"grad_norm": 1.3634321689605713, |
|
"learning_rate": 2.779816513761468e-05, |
|
"loss": 0.9889, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 2.2982456140350878, |
|
"grad_norm": 17.57159996032715, |
|
"learning_rate": 2.7770642201834863e-05, |
|
"loss": 1.1324, |
|
"step": 131 |
|
}, |
|
{ |
|
"epoch": 2.3157894736842106, |
|
"grad_norm": 16.63871192932129, |
|
"learning_rate": 2.774311926605505e-05, |
|
"loss": 1.1951, |
|
"step": 132 |
|
}, |
|
{ |
|
"epoch": 2.3333333333333335, |
|
"grad_norm": 16.466339111328125, |
|
"learning_rate": 2.7715596330275228e-05, |
|
"loss": 0.9375, |
|
"step": 133 |
|
}, |
|
{ |
|
"epoch": 2.3508771929824563, |
|
"grad_norm": 13.808109283447266, |
|
"learning_rate": 2.7688073394495413e-05, |
|
"loss": 1.0418, |
|
"step": 134 |
|
}, |
|
{ |
|
"epoch": 2.3684210526315788, |
|
"grad_norm": 5.8455729484558105, |
|
"learning_rate": 2.76605504587156e-05, |
|
"loss": 1.0906, |
|
"step": 135 |
|
}, |
|
{ |
|
"epoch": 2.3859649122807016, |
|
"grad_norm": 18.494245529174805, |
|
"learning_rate": 2.7633027522935782e-05, |
|
"loss": 0.9786, |
|
"step": 136 |
|
}, |
|
{ |
|
"epoch": 2.4035087719298245, |
|
"grad_norm": 21.47800636291504, |
|
"learning_rate": 2.7605504587155964e-05, |
|
"loss": 0.8138, |
|
"step": 137 |
|
}, |
|
{ |
|
"epoch": 2.4210526315789473, |
|
"grad_norm": 8.400023460388184, |
|
"learning_rate": 2.7577981651376147e-05, |
|
"loss": 1.027, |
|
"step": 138 |
|
}, |
|
{ |
|
"epoch": 2.43859649122807, |
|
"grad_norm": 7.198583602905273, |
|
"learning_rate": 2.7550458715596333e-05, |
|
"loss": 0.7104, |
|
"step": 139 |
|
}, |
|
{ |
|
"epoch": 2.456140350877193, |
|
"grad_norm": 23.315410614013672, |
|
"learning_rate": 2.7522935779816515e-05, |
|
"loss": 1.2115, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 2.473684210526316, |
|
"grad_norm": 18.734041213989258, |
|
"learning_rate": 2.7495412844036697e-05, |
|
"loss": 0.9739, |
|
"step": 141 |
|
}, |
|
{ |
|
"epoch": 2.4912280701754383, |
|
"grad_norm": 10.015871047973633, |
|
"learning_rate": 2.746788990825688e-05, |
|
"loss": 0.9796, |
|
"step": 142 |
|
}, |
|
{ |
|
"epoch": 2.5087719298245617, |
|
"grad_norm": 11.979524612426758, |
|
"learning_rate": 2.7440366972477066e-05, |
|
"loss": 0.8025, |
|
"step": 143 |
|
}, |
|
{ |
|
"epoch": 2.526315789473684, |
|
"grad_norm": 9.438429832458496, |
|
"learning_rate": 2.741284403669725e-05, |
|
"loss": 0.8838, |
|
"step": 144 |
|
}, |
|
{ |
|
"epoch": 2.543859649122807, |
|
"grad_norm": 43.801063537597656, |
|
"learning_rate": 2.738532110091743e-05, |
|
"loss": 0.9144, |
|
"step": 145 |
|
}, |
|
{ |
|
"epoch": 2.56140350877193, |
|
"grad_norm": 19.495887756347656, |
|
"learning_rate": 2.7357798165137617e-05, |
|
"loss": 0.8573, |
|
"step": 146 |
|
}, |
|
{ |
|
"epoch": 2.5789473684210527, |
|
"grad_norm": 21.922138214111328, |
|
"learning_rate": 2.73302752293578e-05, |
|
"loss": 0.9611, |
|
"step": 147 |
|
}, |
|
{ |
|
"epoch": 2.5964912280701755, |
|
"grad_norm": 16.30131721496582, |
|
"learning_rate": 2.7302752293577985e-05, |
|
"loss": 1.3519, |
|
"step": 148 |
|
}, |
|
{ |
|
"epoch": 2.6140350877192984, |
|
"grad_norm": 43.10526657104492, |
|
"learning_rate": 2.7275229357798164e-05, |
|
"loss": 1.0194, |
|
"step": 149 |
|
}, |
|
{ |
|
"epoch": 2.6315789473684212, |
|
"grad_norm": 18.148771286010742, |
|
"learning_rate": 2.724770642201835e-05, |
|
"loss": 1.0759, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.6491228070175437, |
|
"grad_norm": 28.365219116210938, |
|
"learning_rate": 2.7220183486238532e-05, |
|
"loss": 0.9998, |
|
"step": 151 |
|
}, |
|
{ |
|
"epoch": 2.6666666666666665, |
|
"grad_norm": 10.812620162963867, |
|
"learning_rate": 2.7192660550458718e-05, |
|
"loss": 0.9368, |
|
"step": 152 |
|
}, |
|
{ |
|
"epoch": 2.6842105263157894, |
|
"grad_norm": 32.16633605957031, |
|
"learning_rate": 2.7165137614678897e-05, |
|
"loss": 1.0304, |
|
"step": 153 |
|
}, |
|
{ |
|
"epoch": 2.7017543859649122, |
|
"grad_norm": 63.48967742919922, |
|
"learning_rate": 2.7137614678899083e-05, |
|
"loss": 1.0795, |
|
"step": 154 |
|
}, |
|
{ |
|
"epoch": 2.719298245614035, |
|
"grad_norm": 4.874389171600342, |
|
"learning_rate": 2.711009174311927e-05, |
|
"loss": 1.062, |
|
"step": 155 |
|
}, |
|
{ |
|
"epoch": 2.736842105263158, |
|
"grad_norm": 18.235118865966797, |
|
"learning_rate": 2.708256880733945e-05, |
|
"loss": 1.3184, |
|
"step": 156 |
|
}, |
|
{ |
|
"epoch": 2.754385964912281, |
|
"grad_norm": 22.853351593017578, |
|
"learning_rate": 2.7055045871559634e-05, |
|
"loss": 1.0108, |
|
"step": 157 |
|
}, |
|
{ |
|
"epoch": 2.7719298245614032, |
|
"grad_norm": 50.805885314941406, |
|
"learning_rate": 2.7027522935779817e-05, |
|
"loss": 0.914, |
|
"step": 158 |
|
}, |
|
{ |
|
"epoch": 2.7894736842105265, |
|
"grad_norm": 5.718901634216309, |
|
"learning_rate": 2.7000000000000002e-05, |
|
"loss": 0.7322, |
|
"step": 159 |
|
}, |
|
{ |
|
"epoch": 2.807017543859649, |
|
"grad_norm": 60.18952178955078, |
|
"learning_rate": 2.6972477064220185e-05, |
|
"loss": 1.088, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 2.824561403508772, |
|
"grad_norm": 5.959671974182129, |
|
"learning_rate": 2.6944954128440367e-05, |
|
"loss": 0.5275, |
|
"step": 161 |
|
}, |
|
{ |
|
"epoch": 2.8421052631578947, |
|
"grad_norm": 2.963286876678467, |
|
"learning_rate": 2.691743119266055e-05, |
|
"loss": 0.8271, |
|
"step": 162 |
|
}, |
|
{ |
|
"epoch": 2.8596491228070176, |
|
"grad_norm": 18.080677032470703, |
|
"learning_rate": 2.6889908256880736e-05, |
|
"loss": 0.7593, |
|
"step": 163 |
|
}, |
|
{ |
|
"epoch": 2.8771929824561404, |
|
"grad_norm": 3.0679006576538086, |
|
"learning_rate": 2.6862385321100918e-05, |
|
"loss": 0.582, |
|
"step": 164 |
|
}, |
|
{ |
|
"epoch": 2.8947368421052633, |
|
"grad_norm": 27.97750473022461, |
|
"learning_rate": 2.68348623853211e-05, |
|
"loss": 1.0477, |
|
"step": 165 |
|
}, |
|
{ |
|
"epoch": 2.912280701754386, |
|
"grad_norm": 9.784193992614746, |
|
"learning_rate": 2.6807339449541286e-05, |
|
"loss": 0.7083, |
|
"step": 166 |
|
}, |
|
{ |
|
"epoch": 2.9298245614035086, |
|
"grad_norm": 7.2379045486450195, |
|
"learning_rate": 2.677981651376147e-05, |
|
"loss": 0.6767, |
|
"step": 167 |
|
}, |
|
{ |
|
"epoch": 2.9473684210526314, |
|
"grad_norm": 17.974803924560547, |
|
"learning_rate": 2.6752293577981655e-05, |
|
"loss": 1.117, |
|
"step": 168 |
|
}, |
|
{ |
|
"epoch": 2.9649122807017543, |
|
"grad_norm": 8.451967239379883, |
|
"learning_rate": 2.6724770642201834e-05, |
|
"loss": 1.0163, |
|
"step": 169 |
|
}, |
|
{ |
|
"epoch": 2.982456140350877, |
|
"grad_norm": 16.834774017333984, |
|
"learning_rate": 2.669724770642202e-05, |
|
"loss": 0.642, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 10.743306159973145, |
|
"learning_rate": 2.6669724770642202e-05, |
|
"loss": 0.8485, |
|
"step": 171 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.5938697318007663, |
|
"eval_loss": 1.042966604232788, |
|
"eval_roc_auc": 0.8370073235789949, |
|
"eval_runtime": 9.8627, |
|
"eval_samples_per_second": 26.463, |
|
"eval_steps_per_second": 1.724, |
|
"step": 171 |
|
}, |
|
{ |
|
"epoch": 3.017543859649123, |
|
"grad_norm": 7.450799942016602, |
|
"learning_rate": 2.6642201834862388e-05, |
|
"loss": 0.7936, |
|
"step": 172 |
|
}, |
|
{ |
|
"epoch": 3.0350877192982457, |
|
"grad_norm": 13.938980102539062, |
|
"learning_rate": 2.6614678899082567e-05, |
|
"loss": 0.9981, |
|
"step": 173 |
|
}, |
|
{ |
|
"epoch": 3.0526315789473686, |
|
"grad_norm": 10.046002388000488, |
|
"learning_rate": 2.6587155963302753e-05, |
|
"loss": 0.9664, |
|
"step": 174 |
|
}, |
|
{ |
|
"epoch": 3.0701754385964914, |
|
"grad_norm": 2.47877836227417, |
|
"learning_rate": 2.6559633027522936e-05, |
|
"loss": 0.4564, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 3.087719298245614, |
|
"grad_norm": 4.682964324951172, |
|
"learning_rate": 2.653211009174312e-05, |
|
"loss": 0.7715, |
|
"step": 176 |
|
}, |
|
{ |
|
"epoch": 3.1052631578947367, |
|
"grad_norm": 31.68276023864746, |
|
"learning_rate": 2.6504587155963304e-05, |
|
"loss": 1.0283, |
|
"step": 177 |
|
}, |
|
{ |
|
"epoch": 3.1228070175438596, |
|
"grad_norm": 6.329732418060303, |
|
"learning_rate": 2.6477064220183486e-05, |
|
"loss": 0.6996, |
|
"step": 178 |
|
}, |
|
{ |
|
"epoch": 3.1403508771929824, |
|
"grad_norm": 14.793739318847656, |
|
"learning_rate": 2.6449541284403672e-05, |
|
"loss": 0.5858, |
|
"step": 179 |
|
}, |
|
{ |
|
"epoch": 3.1578947368421053, |
|
"grad_norm": 123.91106414794922, |
|
"learning_rate": 2.6422018348623855e-05, |
|
"loss": 0.8345, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 3.175438596491228, |
|
"grad_norm": 10.042440414428711, |
|
"learning_rate": 2.6394495412844037e-05, |
|
"loss": 0.8356, |
|
"step": 181 |
|
}, |
|
{ |
|
"epoch": 3.192982456140351, |
|
"grad_norm": 15.220785140991211, |
|
"learning_rate": 2.636697247706422e-05, |
|
"loss": 0.5512, |
|
"step": 182 |
|
}, |
|
{ |
|
"epoch": 3.2105263157894735, |
|
"grad_norm": 9.333229064941406, |
|
"learning_rate": 2.6339449541284406e-05, |
|
"loss": 0.6247, |
|
"step": 183 |
|
}, |
|
{ |
|
"epoch": 3.2280701754385963, |
|
"grad_norm": 13.827474594116211, |
|
"learning_rate": 2.6311926605504588e-05, |
|
"loss": 1.0353, |
|
"step": 184 |
|
}, |
|
{ |
|
"epoch": 3.245614035087719, |
|
"grad_norm": 4.803915500640869, |
|
"learning_rate": 2.628440366972477e-05, |
|
"loss": 0.8724, |
|
"step": 185 |
|
}, |
|
{ |
|
"epoch": 3.263157894736842, |
|
"grad_norm": 9.242655754089355, |
|
"learning_rate": 2.6256880733944953e-05, |
|
"loss": 0.7395, |
|
"step": 186 |
|
}, |
|
{ |
|
"epoch": 3.280701754385965, |
|
"grad_norm": 82.34434509277344, |
|
"learning_rate": 2.622935779816514e-05, |
|
"loss": 0.7797, |
|
"step": 187 |
|
}, |
|
{ |
|
"epoch": 3.2982456140350878, |
|
"grad_norm": 29.72227668762207, |
|
"learning_rate": 2.6201834862385325e-05, |
|
"loss": 0.9626, |
|
"step": 188 |
|
}, |
|
{ |
|
"epoch": 3.3157894736842106, |
|
"grad_norm": 30.35354232788086, |
|
"learning_rate": 2.6174311926605504e-05, |
|
"loss": 1.0387, |
|
"step": 189 |
|
}, |
|
{ |
|
"epoch": 3.3333333333333335, |
|
"grad_norm": 9.3469820022583, |
|
"learning_rate": 2.614678899082569e-05, |
|
"loss": 0.9555, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 3.3508771929824563, |
|
"grad_norm": 10.0740327835083, |
|
"learning_rate": 2.6119266055045872e-05, |
|
"loss": 0.7608, |
|
"step": 191 |
|
}, |
|
{ |
|
"epoch": 3.3684210526315788, |
|
"grad_norm": 16.590267181396484, |
|
"learning_rate": 2.6091743119266058e-05, |
|
"loss": 0.8894, |
|
"step": 192 |
|
}, |
|
{ |
|
"epoch": 3.3859649122807016, |
|
"grad_norm": 6.453067779541016, |
|
"learning_rate": 2.6064220183486237e-05, |
|
"loss": 0.6409, |
|
"step": 193 |
|
}, |
|
{ |
|
"epoch": 3.4035087719298245, |
|
"grad_norm": 18.96304702758789, |
|
"learning_rate": 2.6036697247706423e-05, |
|
"loss": 1.1674, |
|
"step": 194 |
|
}, |
|
{ |
|
"epoch": 3.4210526315789473, |
|
"grad_norm": 4.519999027252197, |
|
"learning_rate": 2.6009174311926605e-05, |
|
"loss": 0.9088, |
|
"step": 195 |
|
}, |
|
{ |
|
"epoch": 3.43859649122807, |
|
"grad_norm": 14.560205459594727, |
|
"learning_rate": 2.598165137614679e-05, |
|
"loss": 1.0394, |
|
"step": 196 |
|
}, |
|
{ |
|
"epoch": 3.456140350877193, |
|
"grad_norm": 9.643004417419434, |
|
"learning_rate": 2.5954128440366974e-05, |
|
"loss": 0.7166, |
|
"step": 197 |
|
}, |
|
{ |
|
"epoch": 3.473684210526316, |
|
"grad_norm": 6.686179161071777, |
|
"learning_rate": 2.5926605504587156e-05, |
|
"loss": 0.9138, |
|
"step": 198 |
|
}, |
|
{ |
|
"epoch": 3.4912280701754383, |
|
"grad_norm": 6.065926551818848, |
|
"learning_rate": 2.5899082568807342e-05, |
|
"loss": 0.5985, |
|
"step": 199 |
|
}, |
|
{ |
|
"epoch": 3.5087719298245617, |
|
"grad_norm": 8.297146797180176, |
|
"learning_rate": 2.5871559633027525e-05, |
|
"loss": 0.8459, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.526315789473684, |
|
"grad_norm": 28.6617431640625, |
|
"learning_rate": 2.5844036697247707e-05, |
|
"loss": 0.4553, |
|
"step": 201 |
|
}, |
|
{ |
|
"epoch": 3.543859649122807, |
|
"grad_norm": 8.133190155029297, |
|
"learning_rate": 2.581651376146789e-05, |
|
"loss": 0.8616, |
|
"step": 202 |
|
}, |
|
{ |
|
"epoch": 3.56140350877193, |
|
"grad_norm": 7.848640441894531, |
|
"learning_rate": 2.5788990825688075e-05, |
|
"loss": 1.0041, |
|
"step": 203 |
|
}, |
|
{ |
|
"epoch": 3.5789473684210527, |
|
"grad_norm": 12.316092491149902, |
|
"learning_rate": 2.5761467889908258e-05, |
|
"loss": 0.8715, |
|
"step": 204 |
|
}, |
|
{ |
|
"epoch": 3.5964912280701755, |
|
"grad_norm": 7.93389892578125, |
|
"learning_rate": 2.573394495412844e-05, |
|
"loss": 0.7744, |
|
"step": 205 |
|
}, |
|
{ |
|
"epoch": 3.6140350877192984, |
|
"grad_norm": 9.929866790771484, |
|
"learning_rate": 2.5706422018348623e-05, |
|
"loss": 0.6355, |
|
"step": 206 |
|
}, |
|
{ |
|
"epoch": 3.6315789473684212, |
|
"grad_norm": 11.27926254272461, |
|
"learning_rate": 2.567889908256881e-05, |
|
"loss": 1.0616, |
|
"step": 207 |
|
}, |
|
{ |
|
"epoch": 3.6491228070175437, |
|
"grad_norm": 12.538276672363281, |
|
"learning_rate": 2.5651376146788994e-05, |
|
"loss": 0.8681, |
|
"step": 208 |
|
}, |
|
{ |
|
"epoch": 3.6666666666666665, |
|
"grad_norm": 14.14212703704834, |
|
"learning_rate": 2.5623853211009174e-05, |
|
"loss": 0.8615, |
|
"step": 209 |
|
}, |
|
{ |
|
"epoch": 3.6842105263157894, |
|
"grad_norm": 12.915414810180664, |
|
"learning_rate": 2.559633027522936e-05, |
|
"loss": 0.905, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 3.7017543859649122, |
|
"grad_norm": 6.382973670959473, |
|
"learning_rate": 2.5568807339449542e-05, |
|
"loss": 0.8229, |
|
"step": 211 |
|
}, |
|
{ |
|
"epoch": 3.719298245614035, |
|
"grad_norm": 8.958497047424316, |
|
"learning_rate": 2.5541284403669728e-05, |
|
"loss": 0.8367, |
|
"step": 212 |
|
}, |
|
{ |
|
"epoch": 3.736842105263158, |
|
"grad_norm": 13.200749397277832, |
|
"learning_rate": 2.5513761467889907e-05, |
|
"loss": 0.7738, |
|
"step": 213 |
|
}, |
|
{ |
|
"epoch": 3.754385964912281, |
|
"grad_norm": 25.975767135620117, |
|
"learning_rate": 2.5486238532110093e-05, |
|
"loss": 1.1707, |
|
"step": 214 |
|
}, |
|
{ |
|
"epoch": 3.7719298245614032, |
|
"grad_norm": 46.98295211791992, |
|
"learning_rate": 2.5458715596330275e-05, |
|
"loss": 0.815, |
|
"step": 215 |
|
}, |
|
{ |
|
"epoch": 3.7894736842105265, |
|
"grad_norm": 6.342257499694824, |
|
"learning_rate": 2.543119266055046e-05, |
|
"loss": 0.9045, |
|
"step": 216 |
|
}, |
|
{ |
|
"epoch": 3.807017543859649, |
|
"grad_norm": 11.122331619262695, |
|
"learning_rate": 2.540366972477064e-05, |
|
"loss": 0.4915, |
|
"step": 217 |
|
}, |
|
{ |
|
"epoch": 3.824561403508772, |
|
"grad_norm": 11.39393424987793, |
|
"learning_rate": 2.5376146788990826e-05, |
|
"loss": 0.8584, |
|
"step": 218 |
|
}, |
|
{ |
|
"epoch": 3.8421052631578947, |
|
"grad_norm": 16.47450828552246, |
|
"learning_rate": 2.5348623853211012e-05, |
|
"loss": 0.9062, |
|
"step": 219 |
|
}, |
|
{ |
|
"epoch": 3.8596491228070176, |
|
"grad_norm": 8.9651517868042, |
|
"learning_rate": 2.5321100917431194e-05, |
|
"loss": 0.6332, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 3.8771929824561404, |
|
"grad_norm": 14.864767074584961, |
|
"learning_rate": 2.5293577981651377e-05, |
|
"loss": 0.7327, |
|
"step": 221 |
|
}, |
|
{ |
|
"epoch": 3.8947368421052633, |
|
"grad_norm": 13.695717811584473, |
|
"learning_rate": 2.526605504587156e-05, |
|
"loss": 0.8439, |
|
"step": 222 |
|
}, |
|
{ |
|
"epoch": 3.912280701754386, |
|
"grad_norm": 10.765061378479004, |
|
"learning_rate": 2.5238532110091745e-05, |
|
"loss": 1.0394, |
|
"step": 223 |
|
}, |
|
{ |
|
"epoch": 3.9298245614035086, |
|
"grad_norm": 15.805130958557129, |
|
"learning_rate": 2.5211009174311928e-05, |
|
"loss": 1.3535, |
|
"step": 224 |
|
}, |
|
{ |
|
"epoch": 3.9473684210526314, |
|
"grad_norm": 19.387144088745117, |
|
"learning_rate": 2.518348623853211e-05, |
|
"loss": 0.7274, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 3.9649122807017543, |
|
"grad_norm": 37.748497009277344, |
|
"learning_rate": 2.5155963302752293e-05, |
|
"loss": 0.7626, |
|
"step": 226 |
|
}, |
|
{ |
|
"epoch": 3.982456140350877, |
|
"grad_norm": 16.551725387573242, |
|
"learning_rate": 2.512844036697248e-05, |
|
"loss": 0.9978, |
|
"step": 227 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 25.66643524169922, |
|
"learning_rate": 2.510091743119266e-05, |
|
"loss": 0.7405, |
|
"step": 228 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.6245210727969349, |
|
"eval_loss": 0.9546777606010437, |
|
"eval_roc_auc": 0.8586184139970431, |
|
"eval_runtime": 9.814, |
|
"eval_samples_per_second": 26.595, |
|
"eval_steps_per_second": 1.732, |
|
"step": 228 |
|
}, |
|
{ |
|
"epoch": 4.017543859649122, |
|
"grad_norm": 4.81406307220459, |
|
"learning_rate": 2.5073394495412843e-05, |
|
"loss": 0.5165, |
|
"step": 229 |
|
}, |
|
{ |
|
"epoch": 4.035087719298246, |
|
"grad_norm": 9.769265174865723, |
|
"learning_rate": 2.504587155963303e-05, |
|
"loss": 0.6222, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 4.052631578947368, |
|
"grad_norm": 8.312880516052246, |
|
"learning_rate": 2.5018348623853212e-05, |
|
"loss": 0.6313, |
|
"step": 231 |
|
}, |
|
{ |
|
"epoch": 4.0701754385964914, |
|
"grad_norm": 5.13502311706543, |
|
"learning_rate": 2.4990825688073398e-05, |
|
"loss": 0.7425, |
|
"step": 232 |
|
}, |
|
{ |
|
"epoch": 4.087719298245614, |
|
"grad_norm": 19.665512084960938, |
|
"learning_rate": 2.4963302752293577e-05, |
|
"loss": 1.0384, |
|
"step": 233 |
|
}, |
|
{ |
|
"epoch": 4.105263157894737, |
|
"grad_norm": 29.155986785888672, |
|
"learning_rate": 2.4935779816513763e-05, |
|
"loss": 1.0976, |
|
"step": 234 |
|
}, |
|
{ |
|
"epoch": 4.12280701754386, |
|
"grad_norm": 11.831360816955566, |
|
"learning_rate": 2.4908256880733945e-05, |
|
"loss": 0.7877, |
|
"step": 235 |
|
}, |
|
{ |
|
"epoch": 4.140350877192983, |
|
"grad_norm": 19.49347686767578, |
|
"learning_rate": 2.488073394495413e-05, |
|
"loss": 0.6279, |
|
"step": 236 |
|
}, |
|
{ |
|
"epoch": 4.157894736842105, |
|
"grad_norm": 6.922645092010498, |
|
"learning_rate": 2.485321100917431e-05, |
|
"loss": 0.7153, |
|
"step": 237 |
|
}, |
|
{ |
|
"epoch": 4.175438596491228, |
|
"grad_norm": 3.6549301147460938, |
|
"learning_rate": 2.4825688073394496e-05, |
|
"loss": 0.873, |
|
"step": 238 |
|
}, |
|
{ |
|
"epoch": 4.192982456140351, |
|
"grad_norm": 10.724910736083984, |
|
"learning_rate": 2.4798165137614682e-05, |
|
"loss": 0.7728, |
|
"step": 239 |
|
}, |
|
{ |
|
"epoch": 4.2105263157894735, |
|
"grad_norm": 3.7120726108551025, |
|
"learning_rate": 2.4770642201834864e-05, |
|
"loss": 0.7132, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 4.228070175438597, |
|
"grad_norm": 29.73471450805664, |
|
"learning_rate": 2.4743119266055047e-05, |
|
"loss": 0.5634, |
|
"step": 241 |
|
}, |
|
{ |
|
"epoch": 4.245614035087719, |
|
"grad_norm": 5.868150234222412, |
|
"learning_rate": 2.471559633027523e-05, |
|
"loss": 0.6967, |
|
"step": 242 |
|
}, |
|
{ |
|
"epoch": 4.2631578947368425, |
|
"grad_norm": 9.828577995300293, |
|
"learning_rate": 2.4688073394495415e-05, |
|
"loss": 0.8814, |
|
"step": 243 |
|
}, |
|
{ |
|
"epoch": 4.280701754385965, |
|
"grad_norm": 19.289398193359375, |
|
"learning_rate": 2.4660550458715597e-05, |
|
"loss": 0.6907, |
|
"step": 244 |
|
}, |
|
{ |
|
"epoch": 4.298245614035087, |
|
"grad_norm": 18.95272445678711, |
|
"learning_rate": 2.463302752293578e-05, |
|
"loss": 0.7413, |
|
"step": 245 |
|
}, |
|
{ |
|
"epoch": 4.315789473684211, |
|
"grad_norm": 9.175381660461426, |
|
"learning_rate": 2.4605504587155962e-05, |
|
"loss": 0.5549, |
|
"step": 246 |
|
}, |
|
{ |
|
"epoch": 4.333333333333333, |
|
"grad_norm": 11.017579078674316, |
|
"learning_rate": 2.4577981651376148e-05, |
|
"loss": 0.5834, |
|
"step": 247 |
|
}, |
|
{ |
|
"epoch": 4.350877192982456, |
|
"grad_norm": 4.641144752502441, |
|
"learning_rate": 2.455045871559633e-05, |
|
"loss": 0.7171, |
|
"step": 248 |
|
}, |
|
{ |
|
"epoch": 4.368421052631579, |
|
"grad_norm": 30.48017120361328, |
|
"learning_rate": 2.4522935779816513e-05, |
|
"loss": 0.5314, |
|
"step": 249 |
|
}, |
|
{ |
|
"epoch": 4.385964912280702, |
|
"grad_norm": 5.151516914367676, |
|
"learning_rate": 2.44954128440367e-05, |
|
"loss": 0.822, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 4.4035087719298245, |
|
"grad_norm": 4.152652263641357, |
|
"learning_rate": 2.446788990825688e-05, |
|
"loss": 0.8574, |
|
"step": 251 |
|
}, |
|
{ |
|
"epoch": 4.421052631578947, |
|
"grad_norm": 26.325111389160156, |
|
"learning_rate": 2.4440366972477067e-05, |
|
"loss": 0.5536, |
|
"step": 252 |
|
}, |
|
{ |
|
"epoch": 4.43859649122807, |
|
"grad_norm": 3.4374260902404785, |
|
"learning_rate": 2.4412844036697247e-05, |
|
"loss": 0.7328, |
|
"step": 253 |
|
}, |
|
{ |
|
"epoch": 4.456140350877193, |
|
"grad_norm": 7.868347644805908, |
|
"learning_rate": 2.4385321100917432e-05, |
|
"loss": 0.8698, |
|
"step": 254 |
|
}, |
|
{ |
|
"epoch": 4.473684210526316, |
|
"grad_norm": 14.990694046020508, |
|
"learning_rate": 2.4357798165137615e-05, |
|
"loss": 0.9928, |
|
"step": 255 |
|
}, |
|
{ |
|
"epoch": 4.491228070175438, |
|
"grad_norm": 55.8467903137207, |
|
"learning_rate": 2.43302752293578e-05, |
|
"loss": 0.8542, |
|
"step": 256 |
|
}, |
|
{ |
|
"epoch": 4.508771929824562, |
|
"grad_norm": 15.516489028930664, |
|
"learning_rate": 2.430275229357798e-05, |
|
"loss": 0.935, |
|
"step": 257 |
|
}, |
|
{ |
|
"epoch": 4.526315789473684, |
|
"grad_norm": 31.769515991210938, |
|
"learning_rate": 2.4275229357798166e-05, |
|
"loss": 0.5695, |
|
"step": 258 |
|
}, |
|
{ |
|
"epoch": 4.543859649122807, |
|
"grad_norm": 6.501729488372803, |
|
"learning_rate": 2.4247706422018348e-05, |
|
"loss": 0.7384, |
|
"step": 259 |
|
}, |
|
{ |
|
"epoch": 4.56140350877193, |
|
"grad_norm": 13.194774627685547, |
|
"learning_rate": 2.4220183486238534e-05, |
|
"loss": 0.7311, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 4.578947368421053, |
|
"grad_norm": 9.523067474365234, |
|
"learning_rate": 2.4192660550458717e-05, |
|
"loss": 0.8254, |
|
"step": 261 |
|
}, |
|
{ |
|
"epoch": 4.5964912280701755, |
|
"grad_norm": 40.60873794555664, |
|
"learning_rate": 2.41651376146789e-05, |
|
"loss": 0.7756, |
|
"step": 262 |
|
}, |
|
{ |
|
"epoch": 4.614035087719298, |
|
"grad_norm": 20.81313133239746, |
|
"learning_rate": 2.4137614678899085e-05, |
|
"loss": 0.7474, |
|
"step": 263 |
|
}, |
|
{ |
|
"epoch": 4.631578947368421, |
|
"grad_norm": 30.596458435058594, |
|
"learning_rate": 2.4110091743119267e-05, |
|
"loss": 0.8261, |
|
"step": 264 |
|
}, |
|
{ |
|
"epoch": 4.649122807017544, |
|
"grad_norm": 36.82753372192383, |
|
"learning_rate": 2.408256880733945e-05, |
|
"loss": 0.7422, |
|
"step": 265 |
|
}, |
|
{ |
|
"epoch": 4.666666666666667, |
|
"grad_norm": 7.798766136169434, |
|
"learning_rate": 2.4055045871559632e-05, |
|
"loss": 0.7433, |
|
"step": 266 |
|
}, |
|
{ |
|
"epoch": 4.684210526315789, |
|
"grad_norm": 10.442023277282715, |
|
"learning_rate": 2.4027522935779818e-05, |
|
"loss": 0.9382, |
|
"step": 267 |
|
}, |
|
{ |
|
"epoch": 4.701754385964913, |
|
"grad_norm": 7.129739761352539, |
|
"learning_rate": 2.4e-05, |
|
"loss": 0.4544, |
|
"step": 268 |
|
}, |
|
{ |
|
"epoch": 4.719298245614035, |
|
"grad_norm": 6.29140567779541, |
|
"learning_rate": 2.3972477064220183e-05, |
|
"loss": 0.5828, |
|
"step": 269 |
|
}, |
|
{ |
|
"epoch": 4.7368421052631575, |
|
"grad_norm": 14.20146369934082, |
|
"learning_rate": 2.3944954128440366e-05, |
|
"loss": 0.7544, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 4.754385964912281, |
|
"grad_norm": 25.83724594116211, |
|
"learning_rate": 2.391743119266055e-05, |
|
"loss": 0.8725, |
|
"step": 271 |
|
}, |
|
{ |
|
"epoch": 4.771929824561403, |
|
"grad_norm": 19.661861419677734, |
|
"learning_rate": 2.3889908256880737e-05, |
|
"loss": 0.9125, |
|
"step": 272 |
|
}, |
|
{ |
|
"epoch": 4.7894736842105265, |
|
"grad_norm": 7.706132888793945, |
|
"learning_rate": 2.3862385321100916e-05, |
|
"loss": 0.4359, |
|
"step": 273 |
|
}, |
|
{ |
|
"epoch": 4.807017543859649, |
|
"grad_norm": 13.709455490112305, |
|
"learning_rate": 2.3834862385321102e-05, |
|
"loss": 0.6747, |
|
"step": 274 |
|
}, |
|
{ |
|
"epoch": 4.824561403508772, |
|
"grad_norm": 27.501550674438477, |
|
"learning_rate": 2.3807339449541285e-05, |
|
"loss": 0.5231, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 4.842105263157895, |
|
"grad_norm": 3.0259737968444824, |
|
"learning_rate": 2.377981651376147e-05, |
|
"loss": 0.5482, |
|
"step": 276 |
|
}, |
|
{ |
|
"epoch": 4.859649122807017, |
|
"grad_norm": 22.053667068481445, |
|
"learning_rate": 2.375229357798165e-05, |
|
"loss": 0.6844, |
|
"step": 277 |
|
}, |
|
{ |
|
"epoch": 4.87719298245614, |
|
"grad_norm": 21.116025924682617, |
|
"learning_rate": 2.3724770642201836e-05, |
|
"loss": 0.5924, |
|
"step": 278 |
|
}, |
|
{ |
|
"epoch": 4.894736842105263, |
|
"grad_norm": 45.17483901977539, |
|
"learning_rate": 2.3697247706422018e-05, |
|
"loss": 0.9959, |
|
"step": 279 |
|
}, |
|
{ |
|
"epoch": 4.912280701754386, |
|
"grad_norm": 2.0751166343688965, |
|
"learning_rate": 2.3669724770642204e-05, |
|
"loss": 0.4215, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 4.9298245614035086, |
|
"grad_norm": 17.698915481567383, |
|
"learning_rate": 2.3642201834862386e-05, |
|
"loss": 0.8212, |
|
"step": 281 |
|
}, |
|
{ |
|
"epoch": 4.947368421052632, |
|
"grad_norm": 11.810864448547363, |
|
"learning_rate": 2.361467889908257e-05, |
|
"loss": 0.7421, |
|
"step": 282 |
|
}, |
|
{ |
|
"epoch": 4.964912280701754, |
|
"grad_norm": 25.751745223999023, |
|
"learning_rate": 2.3587155963302755e-05, |
|
"loss": 0.8161, |
|
"step": 283 |
|
}, |
|
{ |
|
"epoch": 4.982456140350877, |
|
"grad_norm": 9.799457550048828, |
|
"learning_rate": 2.3559633027522937e-05, |
|
"loss": 0.6857, |
|
"step": 284 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 10.592196464538574, |
|
"learning_rate": 2.353211009174312e-05, |
|
"loss": 0.8668, |
|
"step": 285 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.7011494252873564, |
|
"eval_loss": 0.8508906364440918, |
|
"eval_roc_auc": 0.8698378210083979, |
|
"eval_runtime": 9.9199, |
|
"eval_samples_per_second": 26.311, |
|
"eval_steps_per_second": 1.714, |
|
"step": 285 |
|
}, |
|
{ |
|
"epoch": 5.017543859649122, |
|
"grad_norm": 29.6278133392334, |
|
"learning_rate": 2.3504587155963302e-05, |
|
"loss": 0.8195, |
|
"step": 286 |
|
}, |
|
{ |
|
"epoch": 5.035087719298246, |
|
"grad_norm": 8.088125228881836, |
|
"learning_rate": 2.3477064220183488e-05, |
|
"loss": 0.4163, |
|
"step": 287 |
|
}, |
|
{ |
|
"epoch": 5.052631578947368, |
|
"grad_norm": 2.1910946369171143, |
|
"learning_rate": 2.344954128440367e-05, |
|
"loss": 0.4273, |
|
"step": 288 |
|
}, |
|
{ |
|
"epoch": 5.0701754385964914, |
|
"grad_norm": 27.934329986572266, |
|
"learning_rate": 2.3422018348623853e-05, |
|
"loss": 0.7804, |
|
"step": 289 |
|
}, |
|
{ |
|
"epoch": 5.087719298245614, |
|
"grad_norm": 28.2197265625, |
|
"learning_rate": 2.3394495412844035e-05, |
|
"loss": 0.5328, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 5.105263157894737, |
|
"grad_norm": 20.080032348632812, |
|
"learning_rate": 2.336697247706422e-05, |
|
"loss": 0.9274, |
|
"step": 291 |
|
}, |
|
{ |
|
"epoch": 5.12280701754386, |
|
"grad_norm": 8.307439804077148, |
|
"learning_rate": 2.3339449541284407e-05, |
|
"loss": 0.7575, |
|
"step": 292 |
|
}, |
|
{ |
|
"epoch": 5.140350877192983, |
|
"grad_norm": 15.012224197387695, |
|
"learning_rate": 2.3311926605504586e-05, |
|
"loss": 0.6881, |
|
"step": 293 |
|
}, |
|
{ |
|
"epoch": 5.157894736842105, |
|
"grad_norm": 19.6754093170166, |
|
"learning_rate": 2.3284403669724772e-05, |
|
"loss": 0.5243, |
|
"step": 294 |
|
}, |
|
{ |
|
"epoch": 5.175438596491228, |
|
"grad_norm": 2.4565722942352295, |
|
"learning_rate": 2.3256880733944955e-05, |
|
"loss": 0.5858, |
|
"step": 295 |
|
}, |
|
{ |
|
"epoch": 5.192982456140351, |
|
"grad_norm": 12.843107223510742, |
|
"learning_rate": 2.322935779816514e-05, |
|
"loss": 0.7095, |
|
"step": 296 |
|
}, |
|
{ |
|
"epoch": 5.2105263157894735, |
|
"grad_norm": 3.9343743324279785, |
|
"learning_rate": 2.320183486238532e-05, |
|
"loss": 0.6592, |
|
"step": 297 |
|
}, |
|
{ |
|
"epoch": 5.228070175438597, |
|
"grad_norm": 21.421518325805664, |
|
"learning_rate": 2.3174311926605505e-05, |
|
"loss": 0.6792, |
|
"step": 298 |
|
}, |
|
{ |
|
"epoch": 5.245614035087719, |
|
"grad_norm": 29.099624633789062, |
|
"learning_rate": 2.3146788990825688e-05, |
|
"loss": 0.8901, |
|
"step": 299 |
|
}, |
|
{ |
|
"epoch": 5.2631578947368425, |
|
"grad_norm": 28.176443099975586, |
|
"learning_rate": 2.3119266055045874e-05, |
|
"loss": 0.677, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 5.280701754385965, |
|
"grad_norm": 49.84172439575195, |
|
"learning_rate": 2.3091743119266053e-05, |
|
"loss": 0.6627, |
|
"step": 301 |
|
}, |
|
{ |
|
"epoch": 5.298245614035087, |
|
"grad_norm": 11.457085609436035, |
|
"learning_rate": 2.306422018348624e-05, |
|
"loss": 0.3993, |
|
"step": 302 |
|
}, |
|
{ |
|
"epoch": 5.315789473684211, |
|
"grad_norm": 187.01239013671875, |
|
"learning_rate": 2.3036697247706425e-05, |
|
"loss": 0.6346, |
|
"step": 303 |
|
}, |
|
{ |
|
"epoch": 5.333333333333333, |
|
"grad_norm": 3.9368183612823486, |
|
"learning_rate": 2.3009174311926607e-05, |
|
"loss": 0.8296, |
|
"step": 304 |
|
}, |
|
{ |
|
"epoch": 5.350877192982456, |
|
"grad_norm": 100.2872085571289, |
|
"learning_rate": 2.298165137614679e-05, |
|
"loss": 0.8781, |
|
"step": 305 |
|
}, |
|
{ |
|
"epoch": 5.368421052631579, |
|
"grad_norm": 24.209882736206055, |
|
"learning_rate": 2.2954128440366972e-05, |
|
"loss": 0.5137, |
|
"step": 306 |
|
}, |
|
{ |
|
"epoch": 5.385964912280702, |
|
"grad_norm": 3.6952366828918457, |
|
"learning_rate": 2.2926605504587158e-05, |
|
"loss": 0.6469, |
|
"step": 307 |
|
}, |
|
{ |
|
"epoch": 5.4035087719298245, |
|
"grad_norm": 29.038558959960938, |
|
"learning_rate": 2.289908256880734e-05, |
|
"loss": 0.8628, |
|
"step": 308 |
|
}, |
|
{ |
|
"epoch": 5.421052631578947, |
|
"grad_norm": 40.4047737121582, |
|
"learning_rate": 2.2871559633027523e-05, |
|
"loss": 1.065, |
|
"step": 309 |
|
}, |
|
{ |
|
"epoch": 5.43859649122807, |
|
"grad_norm": 43.313846588134766, |
|
"learning_rate": 2.2844036697247705e-05, |
|
"loss": 0.5773, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 5.456140350877193, |
|
"grad_norm": 7.541952133178711, |
|
"learning_rate": 2.281651376146789e-05, |
|
"loss": 0.7124, |
|
"step": 311 |
|
}, |
|
{ |
|
"epoch": 5.473684210526316, |
|
"grad_norm": 9.793838500976562, |
|
"learning_rate": 2.2788990825688074e-05, |
|
"loss": 0.5441, |
|
"step": 312 |
|
}, |
|
{ |
|
"epoch": 5.491228070175438, |
|
"grad_norm": 17.21137809753418, |
|
"learning_rate": 2.2761467889908256e-05, |
|
"loss": 0.5927, |
|
"step": 313 |
|
}, |
|
{ |
|
"epoch": 5.508771929824562, |
|
"grad_norm": 23.36025047302246, |
|
"learning_rate": 2.2733944954128442e-05, |
|
"loss": 0.8349, |
|
"step": 314 |
|
}, |
|
{ |
|
"epoch": 5.526315789473684, |
|
"grad_norm": 10.170068740844727, |
|
"learning_rate": 2.2706422018348624e-05, |
|
"loss": 0.7946, |
|
"step": 315 |
|
}, |
|
{ |
|
"epoch": 5.543859649122807, |
|
"grad_norm": 7.996306419372559, |
|
"learning_rate": 2.267889908256881e-05, |
|
"loss": 0.7086, |
|
"step": 316 |
|
}, |
|
{ |
|
"epoch": 5.56140350877193, |
|
"grad_norm": 4.8672027587890625, |
|
"learning_rate": 2.265137614678899e-05, |
|
"loss": 0.4384, |
|
"step": 317 |
|
}, |
|
{ |
|
"epoch": 5.578947368421053, |
|
"grad_norm": 14.543272972106934, |
|
"learning_rate": 2.2623853211009175e-05, |
|
"loss": 0.9153, |
|
"step": 318 |
|
}, |
|
{ |
|
"epoch": 5.5964912280701755, |
|
"grad_norm": 28.248517990112305, |
|
"learning_rate": 2.2596330275229358e-05, |
|
"loss": 0.4361, |
|
"step": 319 |
|
}, |
|
{ |
|
"epoch": 5.614035087719298, |
|
"grad_norm": 10.02695083618164, |
|
"learning_rate": 2.2568807339449544e-05, |
|
"loss": 0.5584, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 5.631578947368421, |
|
"grad_norm": 255.10897827148438, |
|
"learning_rate": 2.2541284403669723e-05, |
|
"loss": 0.812, |
|
"step": 321 |
|
}, |
|
{ |
|
"epoch": 5.649122807017544, |
|
"grad_norm": 29.070514678955078, |
|
"learning_rate": 2.251376146788991e-05, |
|
"loss": 0.7201, |
|
"step": 322 |
|
}, |
|
{ |
|
"epoch": 5.666666666666667, |
|
"grad_norm": 70.94801330566406, |
|
"learning_rate": 2.2486238532110094e-05, |
|
"loss": 0.7983, |
|
"step": 323 |
|
}, |
|
{ |
|
"epoch": 5.684210526315789, |
|
"grad_norm": 9.982966423034668, |
|
"learning_rate": 2.2458715596330277e-05, |
|
"loss": 0.3869, |
|
"step": 324 |
|
}, |
|
{ |
|
"epoch": 5.701754385964913, |
|
"grad_norm": 44.79756546020508, |
|
"learning_rate": 2.243119266055046e-05, |
|
"loss": 0.5092, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 5.719298245614035, |
|
"grad_norm": 14.900089263916016, |
|
"learning_rate": 2.2403669724770642e-05, |
|
"loss": 0.7798, |
|
"step": 326 |
|
}, |
|
{ |
|
"epoch": 5.7368421052631575, |
|
"grad_norm": 5.473045825958252, |
|
"learning_rate": 2.2376146788990828e-05, |
|
"loss": 0.527, |
|
"step": 327 |
|
}, |
|
{ |
|
"epoch": 5.754385964912281, |
|
"grad_norm": 5.292675495147705, |
|
"learning_rate": 2.234862385321101e-05, |
|
"loss": 0.599, |
|
"step": 328 |
|
}, |
|
{ |
|
"epoch": 5.771929824561403, |
|
"grad_norm": 7.409575462341309, |
|
"learning_rate": 2.2321100917431193e-05, |
|
"loss": 0.6566, |
|
"step": 329 |
|
}, |
|
{ |
|
"epoch": 5.7894736842105265, |
|
"grad_norm": 16.337003707885742, |
|
"learning_rate": 2.2293577981651375e-05, |
|
"loss": 0.421, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 5.807017543859649, |
|
"grad_norm": 10.473221778869629, |
|
"learning_rate": 2.226605504587156e-05, |
|
"loss": 0.6791, |
|
"step": 331 |
|
}, |
|
{ |
|
"epoch": 5.824561403508772, |
|
"grad_norm": 24.943050384521484, |
|
"learning_rate": 2.2238532110091743e-05, |
|
"loss": 1.0399, |
|
"step": 332 |
|
}, |
|
{ |
|
"epoch": 5.842105263157895, |
|
"grad_norm": 3.1360652446746826, |
|
"learning_rate": 2.2211009174311926e-05, |
|
"loss": 0.4585, |
|
"step": 333 |
|
}, |
|
{ |
|
"epoch": 5.859649122807017, |
|
"grad_norm": 5.742803573608398, |
|
"learning_rate": 2.2183486238532112e-05, |
|
"loss": 0.7424, |
|
"step": 334 |
|
}, |
|
{ |
|
"epoch": 5.87719298245614, |
|
"grad_norm": 10.02749252319336, |
|
"learning_rate": 2.2155963302752294e-05, |
|
"loss": 0.5505, |
|
"step": 335 |
|
}, |
|
{ |
|
"epoch": 5.894736842105263, |
|
"grad_norm": 11.549918174743652, |
|
"learning_rate": 2.212844036697248e-05, |
|
"loss": 0.7165, |
|
"step": 336 |
|
}, |
|
{ |
|
"epoch": 5.912280701754386, |
|
"grad_norm": 11.704695701599121, |
|
"learning_rate": 2.210091743119266e-05, |
|
"loss": 0.5897, |
|
"step": 337 |
|
}, |
|
{ |
|
"epoch": 5.9298245614035086, |
|
"grad_norm": 8.045721054077148, |
|
"learning_rate": 2.2073394495412845e-05, |
|
"loss": 0.5606, |
|
"step": 338 |
|
}, |
|
{ |
|
"epoch": 5.947368421052632, |
|
"grad_norm": 6.550736904144287, |
|
"learning_rate": 2.2045871559633028e-05, |
|
"loss": 0.4498, |
|
"step": 339 |
|
}, |
|
{ |
|
"epoch": 5.964912280701754, |
|
"grad_norm": 7.8976335525512695, |
|
"learning_rate": 2.2018348623853213e-05, |
|
"loss": 0.6578, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 5.982456140350877, |
|
"grad_norm": 19.857566833496094, |
|
"learning_rate": 2.1990825688073392e-05, |
|
"loss": 0.6241, |
|
"step": 341 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 389.2672119140625, |
|
"learning_rate": 2.196330275229358e-05, |
|
"loss": 0.5834, |
|
"step": 342 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.6436781609195402, |
|
"eval_loss": 0.9111022353172302, |
|
"eval_roc_auc": 0.8661937516704385, |
|
"eval_runtime": 8.4523, |
|
"eval_samples_per_second": 30.879, |
|
"eval_steps_per_second": 2.011, |
|
"step": 342 |
|
}, |
|
{ |
|
"epoch": 6.017543859649122, |
|
"grad_norm": 6.004997253417969, |
|
"learning_rate": 2.193577981651376e-05, |
|
"loss": 0.4383, |
|
"step": 343 |
|
}, |
|
{ |
|
"epoch": 6.035087719298246, |
|
"grad_norm": 32.85868453979492, |
|
"learning_rate": 2.1908256880733947e-05, |
|
"loss": 0.8127, |
|
"step": 344 |
|
}, |
|
{ |
|
"epoch": 6.052631578947368, |
|
"grad_norm": 22.06620216369629, |
|
"learning_rate": 2.188073394495413e-05, |
|
"loss": 0.5588, |
|
"step": 345 |
|
}, |
|
{ |
|
"epoch": 6.0701754385964914, |
|
"grad_norm": 12.496269226074219, |
|
"learning_rate": 2.185321100917431e-05, |
|
"loss": 0.7202, |
|
"step": 346 |
|
}, |
|
{ |
|
"epoch": 6.087719298245614, |
|
"grad_norm": 39.94806671142578, |
|
"learning_rate": 2.1825688073394497e-05, |
|
"loss": 0.4362, |
|
"step": 347 |
|
}, |
|
{ |
|
"epoch": 6.105263157894737, |
|
"grad_norm": 5.034066677093506, |
|
"learning_rate": 2.179816513761468e-05, |
|
"loss": 0.6235, |
|
"step": 348 |
|
}, |
|
{ |
|
"epoch": 6.12280701754386, |
|
"grad_norm": 98.4699935913086, |
|
"learning_rate": 2.1770642201834862e-05, |
|
"loss": 0.8505, |
|
"step": 349 |
|
}, |
|
{ |
|
"epoch": 6.140350877192983, |
|
"grad_norm": 22.5294132232666, |
|
"learning_rate": 2.1743119266055045e-05, |
|
"loss": 0.6741, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 6.157894736842105, |
|
"grad_norm": 33.31329345703125, |
|
"learning_rate": 2.171559633027523e-05, |
|
"loss": 0.6783, |
|
"step": 351 |
|
}, |
|
{ |
|
"epoch": 6.175438596491228, |
|
"grad_norm": 2.9709410667419434, |
|
"learning_rate": 2.1688073394495413e-05, |
|
"loss": 0.3269, |
|
"step": 352 |
|
}, |
|
{ |
|
"epoch": 6.192982456140351, |
|
"grad_norm": 14.349902153015137, |
|
"learning_rate": 2.1660550458715596e-05, |
|
"loss": 0.5928, |
|
"step": 353 |
|
}, |
|
{ |
|
"epoch": 6.2105263157894735, |
|
"grad_norm": 6.400623321533203, |
|
"learning_rate": 2.163302752293578e-05, |
|
"loss": 0.5708, |
|
"step": 354 |
|
}, |
|
{ |
|
"epoch": 6.228070175438597, |
|
"grad_norm": 40.32659912109375, |
|
"learning_rate": 2.1605504587155964e-05, |
|
"loss": 0.4459, |
|
"step": 355 |
|
}, |
|
{ |
|
"epoch": 6.245614035087719, |
|
"grad_norm": 16.54581069946289, |
|
"learning_rate": 2.157798165137615e-05, |
|
"loss": 1.0475, |
|
"step": 356 |
|
}, |
|
{ |
|
"epoch": 6.2631578947368425, |
|
"grad_norm": 7.048498630523682, |
|
"learning_rate": 2.155045871559633e-05, |
|
"loss": 0.6128, |
|
"step": 357 |
|
}, |
|
{ |
|
"epoch": 6.280701754385965, |
|
"grad_norm": 18.782760620117188, |
|
"learning_rate": 2.1522935779816515e-05, |
|
"loss": 0.6483, |
|
"step": 358 |
|
}, |
|
{ |
|
"epoch": 6.298245614035087, |
|
"grad_norm": 13.411852836608887, |
|
"learning_rate": 2.1495412844036697e-05, |
|
"loss": 0.6957, |
|
"step": 359 |
|
}, |
|
{ |
|
"epoch": 6.315789473684211, |
|
"grad_norm": 3.7218034267425537, |
|
"learning_rate": 2.1467889908256883e-05, |
|
"loss": 0.268, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 6.333333333333333, |
|
"grad_norm": 5.883011817932129, |
|
"learning_rate": 2.1440366972477062e-05, |
|
"loss": 0.5415, |
|
"step": 361 |
|
}, |
|
{ |
|
"epoch": 6.350877192982456, |
|
"grad_norm": 6.700387477874756, |
|
"learning_rate": 2.1412844036697248e-05, |
|
"loss": 0.4707, |
|
"step": 362 |
|
}, |
|
{ |
|
"epoch": 6.368421052631579, |
|
"grad_norm": 12.57919692993164, |
|
"learning_rate": 2.138532110091743e-05, |
|
"loss": 0.5245, |
|
"step": 363 |
|
}, |
|
{ |
|
"epoch": 6.385964912280702, |
|
"grad_norm": 23.14158058166504, |
|
"learning_rate": 2.1357798165137616e-05, |
|
"loss": 0.4275, |
|
"step": 364 |
|
}, |
|
{ |
|
"epoch": 6.4035087719298245, |
|
"grad_norm": 20.404285430908203, |
|
"learning_rate": 2.13302752293578e-05, |
|
"loss": 0.7325, |
|
"step": 365 |
|
}, |
|
{ |
|
"epoch": 6.421052631578947, |
|
"grad_norm": 7.9764580726623535, |
|
"learning_rate": 2.130275229357798e-05, |
|
"loss": 0.469, |
|
"step": 366 |
|
}, |
|
{ |
|
"epoch": 6.43859649122807, |
|
"grad_norm": 11.24958324432373, |
|
"learning_rate": 2.1275229357798167e-05, |
|
"loss": 0.7704, |
|
"step": 367 |
|
}, |
|
{ |
|
"epoch": 6.456140350877193, |
|
"grad_norm": 3.0611751079559326, |
|
"learning_rate": 2.124770642201835e-05, |
|
"loss": 0.3323, |
|
"step": 368 |
|
}, |
|
{ |
|
"epoch": 6.473684210526316, |
|
"grad_norm": 40.933162689208984, |
|
"learning_rate": 2.1220183486238532e-05, |
|
"loss": 0.5066, |
|
"step": 369 |
|
}, |
|
{ |
|
"epoch": 6.491228070175438, |
|
"grad_norm": 9.126625061035156, |
|
"learning_rate": 2.1192660550458715e-05, |
|
"loss": 0.4907, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 6.508771929824562, |
|
"grad_norm": 9.465023040771484, |
|
"learning_rate": 2.11651376146789e-05, |
|
"loss": 0.5455, |
|
"step": 371 |
|
}, |
|
{ |
|
"epoch": 6.526315789473684, |
|
"grad_norm": 24.881996154785156, |
|
"learning_rate": 2.1137614678899083e-05, |
|
"loss": 0.6284, |
|
"step": 372 |
|
}, |
|
{ |
|
"epoch": 6.543859649122807, |
|
"grad_norm": 32.151466369628906, |
|
"learning_rate": 2.1110091743119266e-05, |
|
"loss": 0.4083, |
|
"step": 373 |
|
}, |
|
{ |
|
"epoch": 6.56140350877193, |
|
"grad_norm": 12.968864440917969, |
|
"learning_rate": 2.1082568807339448e-05, |
|
"loss": 0.5154, |
|
"step": 374 |
|
}, |
|
{ |
|
"epoch": 6.578947368421053, |
|
"grad_norm": 64.264892578125, |
|
"learning_rate": 2.1055045871559634e-05, |
|
"loss": 0.2809, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 6.5964912280701755, |
|
"grad_norm": 19.623029708862305, |
|
"learning_rate": 2.102752293577982e-05, |
|
"loss": 0.7864, |
|
"step": 376 |
|
}, |
|
{ |
|
"epoch": 6.614035087719298, |
|
"grad_norm": 7.40114688873291, |
|
"learning_rate": 2.1e-05, |
|
"loss": 0.5327, |
|
"step": 377 |
|
}, |
|
{ |
|
"epoch": 6.631578947368421, |
|
"grad_norm": 15.018710136413574, |
|
"learning_rate": 2.0972477064220185e-05, |
|
"loss": 0.5948, |
|
"step": 378 |
|
}, |
|
{ |
|
"epoch": 6.649122807017544, |
|
"grad_norm": 6.5761847496032715, |
|
"learning_rate": 2.0944954128440367e-05, |
|
"loss": 0.5606, |
|
"step": 379 |
|
}, |
|
{ |
|
"epoch": 6.666666666666667, |
|
"grad_norm": 21.176044464111328, |
|
"learning_rate": 2.0917431192660553e-05, |
|
"loss": 0.8495, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 6.684210526315789, |
|
"grad_norm": 15.794927597045898, |
|
"learning_rate": 2.0889908256880732e-05, |
|
"loss": 0.2922, |
|
"step": 381 |
|
}, |
|
{ |
|
"epoch": 6.701754385964913, |
|
"grad_norm": 21.976320266723633, |
|
"learning_rate": 2.0862385321100918e-05, |
|
"loss": 0.4193, |
|
"step": 382 |
|
}, |
|
{ |
|
"epoch": 6.719298245614035, |
|
"grad_norm": 127.4170150756836, |
|
"learning_rate": 2.08348623853211e-05, |
|
"loss": 0.7539, |
|
"step": 383 |
|
}, |
|
{ |
|
"epoch": 6.7368421052631575, |
|
"grad_norm": 23.519792556762695, |
|
"learning_rate": 2.0807339449541286e-05, |
|
"loss": 0.8324, |
|
"step": 384 |
|
}, |
|
{ |
|
"epoch": 6.754385964912281, |
|
"grad_norm": 34.533729553222656, |
|
"learning_rate": 2.0779816513761465e-05, |
|
"loss": 0.635, |
|
"step": 385 |
|
}, |
|
{ |
|
"epoch": 6.771929824561403, |
|
"grad_norm": 48.43922805786133, |
|
"learning_rate": 2.075229357798165e-05, |
|
"loss": 0.7622, |
|
"step": 386 |
|
}, |
|
{ |
|
"epoch": 6.7894736842105265, |
|
"grad_norm": 9.6075439453125, |
|
"learning_rate": 2.0724770642201837e-05, |
|
"loss": 0.4885, |
|
"step": 387 |
|
}, |
|
{ |
|
"epoch": 6.807017543859649, |
|
"grad_norm": 25.955398559570312, |
|
"learning_rate": 2.069724770642202e-05, |
|
"loss": 0.2685, |
|
"step": 388 |
|
}, |
|
{ |
|
"epoch": 6.824561403508772, |
|
"grad_norm": 17.847700119018555, |
|
"learning_rate": 2.0669724770642202e-05, |
|
"loss": 0.3958, |
|
"step": 389 |
|
}, |
|
{ |
|
"epoch": 6.842105263157895, |
|
"grad_norm": 13.096657752990723, |
|
"learning_rate": 2.0642201834862385e-05, |
|
"loss": 0.9942, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 6.859649122807017, |
|
"grad_norm": 11.541616439819336, |
|
"learning_rate": 2.061467889908257e-05, |
|
"loss": 0.5704, |
|
"step": 391 |
|
}, |
|
{ |
|
"epoch": 6.87719298245614, |
|
"grad_norm": 3.565450668334961, |
|
"learning_rate": 2.0587155963302753e-05, |
|
"loss": 0.6809, |
|
"step": 392 |
|
}, |
|
{ |
|
"epoch": 6.894736842105263, |
|
"grad_norm": 27.333837509155273, |
|
"learning_rate": 2.0559633027522935e-05, |
|
"loss": 0.6584, |
|
"step": 393 |
|
}, |
|
{ |
|
"epoch": 6.912280701754386, |
|
"grad_norm": 15.244169235229492, |
|
"learning_rate": 2.0532110091743118e-05, |
|
"loss": 0.6753, |
|
"step": 394 |
|
}, |
|
{ |
|
"epoch": 6.9298245614035086, |
|
"grad_norm": 18.803529739379883, |
|
"learning_rate": 2.0504587155963304e-05, |
|
"loss": 0.5975, |
|
"step": 395 |
|
}, |
|
{ |
|
"epoch": 6.947368421052632, |
|
"grad_norm": 7.317320346832275, |
|
"learning_rate": 2.047706422018349e-05, |
|
"loss": 0.9889, |
|
"step": 396 |
|
}, |
|
{ |
|
"epoch": 6.964912280701754, |
|
"grad_norm": 19.616382598876953, |
|
"learning_rate": 2.044954128440367e-05, |
|
"loss": 0.6709, |
|
"step": 397 |
|
}, |
|
{ |
|
"epoch": 6.982456140350877, |
|
"grad_norm": 46.652469635009766, |
|
"learning_rate": 2.0422018348623855e-05, |
|
"loss": 0.5268, |
|
"step": 398 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 11.762057304382324, |
|
"learning_rate": 2.0394495412844037e-05, |
|
"loss": 0.9838, |
|
"step": 399 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.6819923371647509, |
|
"eval_loss": 0.8196430802345276, |
|
"eval_roc_auc": 0.8813437942252584, |
|
"eval_runtime": 9.6385, |
|
"eval_samples_per_second": 27.079, |
|
"eval_steps_per_second": 1.764, |
|
"step": 399 |
|
}, |
|
{ |
|
"epoch": 7.017543859649122, |
|
"grad_norm": 14.474690437316895, |
|
"learning_rate": 2.0366972477064223e-05, |
|
"loss": 0.3408, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 7.035087719298246, |
|
"grad_norm": 19.78782081604004, |
|
"learning_rate": 2.0339449541284402e-05, |
|
"loss": 0.4244, |
|
"step": 401 |
|
}, |
|
{ |
|
"epoch": 7.052631578947368, |
|
"grad_norm": 10.25345230102539, |
|
"learning_rate": 2.0311926605504588e-05, |
|
"loss": 0.6707, |
|
"step": 402 |
|
}, |
|
{ |
|
"epoch": 7.0701754385964914, |
|
"grad_norm": 2.85701060295105, |
|
"learning_rate": 2.028440366972477e-05, |
|
"loss": 0.2397, |
|
"step": 403 |
|
}, |
|
{ |
|
"epoch": 7.087719298245614, |
|
"grad_norm": 6.676547527313232, |
|
"learning_rate": 2.0256880733944956e-05, |
|
"loss": 0.3686, |
|
"step": 404 |
|
}, |
|
{ |
|
"epoch": 7.105263157894737, |
|
"grad_norm": 165.5542755126953, |
|
"learning_rate": 2.0229357798165135e-05, |
|
"loss": 0.5689, |
|
"step": 405 |
|
}, |
|
{ |
|
"epoch": 7.12280701754386, |
|
"grad_norm": 14.226078033447266, |
|
"learning_rate": 2.020183486238532e-05, |
|
"loss": 0.3423, |
|
"step": 406 |
|
}, |
|
{ |
|
"epoch": 7.140350877192983, |
|
"grad_norm": 5.127176761627197, |
|
"learning_rate": 2.0174311926605507e-05, |
|
"loss": 0.6358, |
|
"step": 407 |
|
}, |
|
{ |
|
"epoch": 7.157894736842105, |
|
"grad_norm": 21.368282318115234, |
|
"learning_rate": 2.014678899082569e-05, |
|
"loss": 0.5103, |
|
"step": 408 |
|
}, |
|
{ |
|
"epoch": 7.175438596491228, |
|
"grad_norm": 3.635981321334839, |
|
"learning_rate": 2.0119266055045872e-05, |
|
"loss": 0.3426, |
|
"step": 409 |
|
}, |
|
{ |
|
"epoch": 7.192982456140351, |
|
"grad_norm": 8.354199409484863, |
|
"learning_rate": 2.0091743119266054e-05, |
|
"loss": 0.4433, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 7.2105263157894735, |
|
"grad_norm": 125.07445526123047, |
|
"learning_rate": 2.006422018348624e-05, |
|
"loss": 0.5754, |
|
"step": 411 |
|
}, |
|
{ |
|
"epoch": 7.228070175438597, |
|
"grad_norm": 18.86847496032715, |
|
"learning_rate": 2.0036697247706423e-05, |
|
"loss": 0.6004, |
|
"step": 412 |
|
}, |
|
{ |
|
"epoch": 7.245614035087719, |
|
"grad_norm": 13.290031433105469, |
|
"learning_rate": 2.0009174311926605e-05, |
|
"loss": 0.6924, |
|
"step": 413 |
|
}, |
|
{ |
|
"epoch": 7.2631578947368425, |
|
"grad_norm": 7.521588325500488, |
|
"learning_rate": 1.9981651376146788e-05, |
|
"loss": 0.4925, |
|
"step": 414 |
|
}, |
|
{ |
|
"epoch": 7.280701754385965, |
|
"grad_norm": 14.16098690032959, |
|
"learning_rate": 1.9954128440366974e-05, |
|
"loss": 0.6182, |
|
"step": 415 |
|
}, |
|
{ |
|
"epoch": 7.298245614035087, |
|
"grad_norm": 12.972576141357422, |
|
"learning_rate": 1.9926605504587156e-05, |
|
"loss": 0.4994, |
|
"step": 416 |
|
}, |
|
{ |
|
"epoch": 7.315789473684211, |
|
"grad_norm": 7.475390911102295, |
|
"learning_rate": 1.989908256880734e-05, |
|
"loss": 0.5975, |
|
"step": 417 |
|
}, |
|
{ |
|
"epoch": 7.333333333333333, |
|
"grad_norm": 19.82378387451172, |
|
"learning_rate": 1.9871559633027524e-05, |
|
"loss": 0.4584, |
|
"step": 418 |
|
}, |
|
{ |
|
"epoch": 7.350877192982456, |
|
"grad_norm": 7.333564281463623, |
|
"learning_rate": 1.9844036697247707e-05, |
|
"loss": 0.5651, |
|
"step": 419 |
|
}, |
|
{ |
|
"epoch": 7.368421052631579, |
|
"grad_norm": 12.829773902893066, |
|
"learning_rate": 1.9816513761467893e-05, |
|
"loss": 0.4198, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 7.385964912280702, |
|
"grad_norm": 3.876220464706421, |
|
"learning_rate": 1.9788990825688072e-05, |
|
"loss": 0.2843, |
|
"step": 421 |
|
}, |
|
{ |
|
"epoch": 7.4035087719298245, |
|
"grad_norm": 10.361215591430664, |
|
"learning_rate": 1.9761467889908258e-05, |
|
"loss": 0.4935, |
|
"step": 422 |
|
}, |
|
{ |
|
"epoch": 7.421052631578947, |
|
"grad_norm": 59.4860954284668, |
|
"learning_rate": 1.973394495412844e-05, |
|
"loss": 0.5763, |
|
"step": 423 |
|
}, |
|
{ |
|
"epoch": 7.43859649122807, |
|
"grad_norm": 10.748738288879395, |
|
"learning_rate": 1.9706422018348626e-05, |
|
"loss": 0.7249, |
|
"step": 424 |
|
}, |
|
{ |
|
"epoch": 7.456140350877193, |
|
"grad_norm": 19.900938034057617, |
|
"learning_rate": 1.9678899082568805e-05, |
|
"loss": 0.3448, |
|
"step": 425 |
|
}, |
|
{ |
|
"epoch": 7.473684210526316, |
|
"grad_norm": 9.298110961914062, |
|
"learning_rate": 1.965137614678899e-05, |
|
"loss": 0.424, |
|
"step": 426 |
|
}, |
|
{ |
|
"epoch": 7.491228070175438, |
|
"grad_norm": 6.225700855255127, |
|
"learning_rate": 1.9623853211009173e-05, |
|
"loss": 0.5622, |
|
"step": 427 |
|
}, |
|
{ |
|
"epoch": 7.508771929824562, |
|
"grad_norm": 7.592733860015869, |
|
"learning_rate": 1.959633027522936e-05, |
|
"loss": 0.327, |
|
"step": 428 |
|
}, |
|
{ |
|
"epoch": 7.526315789473684, |
|
"grad_norm": 15.926929473876953, |
|
"learning_rate": 1.9568807339449542e-05, |
|
"loss": 0.5397, |
|
"step": 429 |
|
}, |
|
{ |
|
"epoch": 7.543859649122807, |
|
"grad_norm": 5.76393461227417, |
|
"learning_rate": 1.9541284403669724e-05, |
|
"loss": 0.6615, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 7.56140350877193, |
|
"grad_norm": 9.405485153198242, |
|
"learning_rate": 1.951376146788991e-05, |
|
"loss": 0.5491, |
|
"step": 431 |
|
}, |
|
{ |
|
"epoch": 7.578947368421053, |
|
"grad_norm": 6.3222479820251465, |
|
"learning_rate": 1.9486238532110093e-05, |
|
"loss": 0.5539, |
|
"step": 432 |
|
}, |
|
{ |
|
"epoch": 7.5964912280701755, |
|
"grad_norm": 15.603589057922363, |
|
"learning_rate": 1.9458715596330275e-05, |
|
"loss": 0.352, |
|
"step": 433 |
|
}, |
|
{ |
|
"epoch": 7.614035087719298, |
|
"grad_norm": 54.22720718383789, |
|
"learning_rate": 1.9431192660550458e-05, |
|
"loss": 0.5936, |
|
"step": 434 |
|
}, |
|
{ |
|
"epoch": 7.631578947368421, |
|
"grad_norm": 7.901265621185303, |
|
"learning_rate": 1.9403669724770643e-05, |
|
"loss": 0.6319, |
|
"step": 435 |
|
}, |
|
{ |
|
"epoch": 7.649122807017544, |
|
"grad_norm": 16.199270248413086, |
|
"learning_rate": 1.9376146788990826e-05, |
|
"loss": 0.5468, |
|
"step": 436 |
|
}, |
|
{ |
|
"epoch": 7.666666666666667, |
|
"grad_norm": 84.76512908935547, |
|
"learning_rate": 1.934862385321101e-05, |
|
"loss": 0.5745, |
|
"step": 437 |
|
}, |
|
{ |
|
"epoch": 7.684210526315789, |
|
"grad_norm": 8.624265670776367, |
|
"learning_rate": 1.9321100917431194e-05, |
|
"loss": 0.5141, |
|
"step": 438 |
|
}, |
|
{ |
|
"epoch": 7.701754385964913, |
|
"grad_norm": 4.701018333435059, |
|
"learning_rate": 1.9293577981651377e-05, |
|
"loss": 0.2706, |
|
"step": 439 |
|
}, |
|
{ |
|
"epoch": 7.719298245614035, |
|
"grad_norm": 3.979341745376587, |
|
"learning_rate": 1.9266055045871563e-05, |
|
"loss": 0.4677, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 7.7368421052631575, |
|
"grad_norm": 10.237481117248535, |
|
"learning_rate": 1.923853211009174e-05, |
|
"loss": 0.6246, |
|
"step": 441 |
|
}, |
|
{ |
|
"epoch": 7.754385964912281, |
|
"grad_norm": 16.742145538330078, |
|
"learning_rate": 1.9211009174311927e-05, |
|
"loss": 0.5573, |
|
"step": 442 |
|
}, |
|
{ |
|
"epoch": 7.771929824561403, |
|
"grad_norm": 7.850118637084961, |
|
"learning_rate": 1.918348623853211e-05, |
|
"loss": 0.3705, |
|
"step": 443 |
|
}, |
|
{ |
|
"epoch": 7.7894736842105265, |
|
"grad_norm": 7.423269271850586, |
|
"learning_rate": 1.9155963302752296e-05, |
|
"loss": 0.5847, |
|
"step": 444 |
|
}, |
|
{ |
|
"epoch": 7.807017543859649, |
|
"grad_norm": 3.7411139011383057, |
|
"learning_rate": 1.9128440366972475e-05, |
|
"loss": 0.3861, |
|
"step": 445 |
|
}, |
|
{ |
|
"epoch": 7.824561403508772, |
|
"grad_norm": 131.05946350097656, |
|
"learning_rate": 1.910091743119266e-05, |
|
"loss": 0.5242, |
|
"step": 446 |
|
}, |
|
{ |
|
"epoch": 7.842105263157895, |
|
"grad_norm": 12.686647415161133, |
|
"learning_rate": 1.9073394495412843e-05, |
|
"loss": 0.2422, |
|
"step": 447 |
|
}, |
|
{ |
|
"epoch": 7.859649122807017, |
|
"grad_norm": 7.073160171508789, |
|
"learning_rate": 1.904587155963303e-05, |
|
"loss": 0.2323, |
|
"step": 448 |
|
}, |
|
{ |
|
"epoch": 7.87719298245614, |
|
"grad_norm": 4.771604061126709, |
|
"learning_rate": 1.901834862385321e-05, |
|
"loss": 0.2788, |
|
"step": 449 |
|
}, |
|
{ |
|
"epoch": 7.894736842105263, |
|
"grad_norm": 11.123143196105957, |
|
"learning_rate": 1.8990825688073394e-05, |
|
"loss": 0.3865, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 7.912280701754386, |
|
"grad_norm": 19.361055374145508, |
|
"learning_rate": 1.896330275229358e-05, |
|
"loss": 0.4511, |
|
"step": 451 |
|
}, |
|
{ |
|
"epoch": 7.9298245614035086, |
|
"grad_norm": 8.789932250976562, |
|
"learning_rate": 1.8935779816513762e-05, |
|
"loss": 0.3365, |
|
"step": 452 |
|
}, |
|
{ |
|
"epoch": 7.947368421052632, |
|
"grad_norm": 12.437773704528809, |
|
"learning_rate": 1.8908256880733945e-05, |
|
"loss": 0.3662, |
|
"step": 453 |
|
}, |
|
{ |
|
"epoch": 7.964912280701754, |
|
"grad_norm": 17.096485137939453, |
|
"learning_rate": 1.8880733944954127e-05, |
|
"loss": 0.5647, |
|
"step": 454 |
|
}, |
|
{ |
|
"epoch": 7.982456140350877, |
|
"grad_norm": 20.25951385498047, |
|
"learning_rate": 1.8853211009174313e-05, |
|
"loss": 0.4497, |
|
"step": 455 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 14.128129005432129, |
|
"learning_rate": 1.8825688073394496e-05, |
|
"loss": 0.3699, |
|
"step": 456 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.6743295019157088, |
|
"eval_loss": 0.9114387035369873, |
|
"eval_roc_auc": 0.8783069858814981, |
|
"eval_runtime": 9.7288, |
|
"eval_samples_per_second": 26.827, |
|
"eval_steps_per_second": 1.747, |
|
"step": 456 |
|
}, |
|
{ |
|
"epoch": 8.017543859649123, |
|
"grad_norm": 14.421273231506348, |
|
"learning_rate": 1.8798165137614678e-05, |
|
"loss": 0.4197, |
|
"step": 457 |
|
}, |
|
{ |
|
"epoch": 8.035087719298245, |
|
"grad_norm": 7.326334476470947, |
|
"learning_rate": 1.877064220183486e-05, |
|
"loss": 0.3367, |
|
"step": 458 |
|
}, |
|
{ |
|
"epoch": 8.052631578947368, |
|
"grad_norm": 9.997421264648438, |
|
"learning_rate": 1.8743119266055047e-05, |
|
"loss": 0.4693, |
|
"step": 459 |
|
}, |
|
{ |
|
"epoch": 8.070175438596491, |
|
"grad_norm": 16.052030563354492, |
|
"learning_rate": 1.8715596330275232e-05, |
|
"loss": 0.3885, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 8.087719298245615, |
|
"grad_norm": 5.081548690795898, |
|
"learning_rate": 1.868807339449541e-05, |
|
"loss": 0.3361, |
|
"step": 461 |
|
}, |
|
{ |
|
"epoch": 8.105263157894736, |
|
"grad_norm": 12.288408279418945, |
|
"learning_rate": 1.8660550458715597e-05, |
|
"loss": 0.4407, |
|
"step": 462 |
|
}, |
|
{ |
|
"epoch": 8.12280701754386, |
|
"grad_norm": 20.765512466430664, |
|
"learning_rate": 1.863302752293578e-05, |
|
"loss": 0.3498, |
|
"step": 463 |
|
}, |
|
{ |
|
"epoch": 8.140350877192983, |
|
"grad_norm": 16.51128578186035, |
|
"learning_rate": 1.8605504587155966e-05, |
|
"loss": 0.5519, |
|
"step": 464 |
|
}, |
|
{ |
|
"epoch": 8.157894736842104, |
|
"grad_norm": 9.807088851928711, |
|
"learning_rate": 1.8577981651376145e-05, |
|
"loss": 0.4753, |
|
"step": 465 |
|
}, |
|
{ |
|
"epoch": 8.175438596491228, |
|
"grad_norm": 27.620849609375, |
|
"learning_rate": 1.855045871559633e-05, |
|
"loss": 0.4292, |
|
"step": 466 |
|
}, |
|
{ |
|
"epoch": 8.192982456140351, |
|
"grad_norm": 3.228712320327759, |
|
"learning_rate": 1.8522935779816513e-05, |
|
"loss": 0.2354, |
|
"step": 467 |
|
}, |
|
{ |
|
"epoch": 8.210526315789474, |
|
"grad_norm": 19.046974182128906, |
|
"learning_rate": 1.84954128440367e-05, |
|
"loss": 0.7982, |
|
"step": 468 |
|
}, |
|
{ |
|
"epoch": 8.228070175438596, |
|
"grad_norm": 35.34560775756836, |
|
"learning_rate": 1.8467889908256878e-05, |
|
"loss": 0.6045, |
|
"step": 469 |
|
}, |
|
{ |
|
"epoch": 8.24561403508772, |
|
"grad_norm": 19.82710838317871, |
|
"learning_rate": 1.8440366972477064e-05, |
|
"loss": 0.2748, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 8.263157894736842, |
|
"grad_norm": 107.26939392089844, |
|
"learning_rate": 1.841284403669725e-05, |
|
"loss": 0.5046, |
|
"step": 471 |
|
}, |
|
{ |
|
"epoch": 8.280701754385966, |
|
"grad_norm": 9.757340431213379, |
|
"learning_rate": 1.8385321100917432e-05, |
|
"loss": 0.2989, |
|
"step": 472 |
|
}, |
|
{ |
|
"epoch": 8.298245614035087, |
|
"grad_norm": 42.89109802246094, |
|
"learning_rate": 1.8357798165137615e-05, |
|
"loss": 0.4882, |
|
"step": 473 |
|
}, |
|
{ |
|
"epoch": 8.31578947368421, |
|
"grad_norm": 27.338111877441406, |
|
"learning_rate": 1.8330275229357797e-05, |
|
"loss": 0.4523, |
|
"step": 474 |
|
}, |
|
{ |
|
"epoch": 8.333333333333334, |
|
"grad_norm": 3.047417163848877, |
|
"learning_rate": 1.8302752293577983e-05, |
|
"loss": 0.2369, |
|
"step": 475 |
|
}, |
|
{ |
|
"epoch": 8.350877192982455, |
|
"grad_norm": 27.468341827392578, |
|
"learning_rate": 1.8275229357798166e-05, |
|
"loss": 0.4376, |
|
"step": 476 |
|
}, |
|
{ |
|
"epoch": 8.368421052631579, |
|
"grad_norm": 4.080908298492432, |
|
"learning_rate": 1.8247706422018348e-05, |
|
"loss": 0.3097, |
|
"step": 477 |
|
}, |
|
{ |
|
"epoch": 8.385964912280702, |
|
"grad_norm": 15.838717460632324, |
|
"learning_rate": 1.822018348623853e-05, |
|
"loss": 0.424, |
|
"step": 478 |
|
}, |
|
{ |
|
"epoch": 8.403508771929825, |
|
"grad_norm": 9.841987609863281, |
|
"learning_rate": 1.8192660550458716e-05, |
|
"loss": 0.5209, |
|
"step": 479 |
|
}, |
|
{ |
|
"epoch": 8.421052631578947, |
|
"grad_norm": 11.688602447509766, |
|
"learning_rate": 1.8165137614678902e-05, |
|
"loss": 0.2871, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 8.43859649122807, |
|
"grad_norm": 42.60127639770508, |
|
"learning_rate": 1.813761467889908e-05, |
|
"loss": 0.7017, |
|
"step": 481 |
|
}, |
|
{ |
|
"epoch": 8.456140350877194, |
|
"grad_norm": 21.921663284301758, |
|
"learning_rate": 1.8110091743119267e-05, |
|
"loss": 0.6333, |
|
"step": 482 |
|
}, |
|
{ |
|
"epoch": 8.473684210526315, |
|
"grad_norm": 14.230140686035156, |
|
"learning_rate": 1.808256880733945e-05, |
|
"loss": 0.4494, |
|
"step": 483 |
|
}, |
|
{ |
|
"epoch": 8.491228070175438, |
|
"grad_norm": 4.411128997802734, |
|
"learning_rate": 1.8055045871559636e-05, |
|
"loss": 0.2, |
|
"step": 484 |
|
}, |
|
{ |
|
"epoch": 8.508771929824562, |
|
"grad_norm": 4.632619857788086, |
|
"learning_rate": 1.8027522935779815e-05, |
|
"loss": 0.3362, |
|
"step": 485 |
|
}, |
|
{ |
|
"epoch": 8.526315789473685, |
|
"grad_norm": 11.009140014648438, |
|
"learning_rate": 1.8e-05, |
|
"loss": 0.2433, |
|
"step": 486 |
|
}, |
|
{ |
|
"epoch": 8.543859649122806, |
|
"grad_norm": 35.23042297363281, |
|
"learning_rate": 1.7972477064220183e-05, |
|
"loss": 0.4174, |
|
"step": 487 |
|
}, |
|
{ |
|
"epoch": 8.56140350877193, |
|
"grad_norm": 6.151736259460449, |
|
"learning_rate": 1.794495412844037e-05, |
|
"loss": 0.3024, |
|
"step": 488 |
|
}, |
|
{ |
|
"epoch": 8.578947368421053, |
|
"grad_norm": 25.69590950012207, |
|
"learning_rate": 1.7917431192660548e-05, |
|
"loss": 0.7038, |
|
"step": 489 |
|
}, |
|
{ |
|
"epoch": 8.596491228070175, |
|
"grad_norm": 20.76173973083496, |
|
"learning_rate": 1.7889908256880734e-05, |
|
"loss": 0.6203, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 8.614035087719298, |
|
"grad_norm": 17.6284122467041, |
|
"learning_rate": 1.786238532110092e-05, |
|
"loss": 0.3738, |
|
"step": 491 |
|
}, |
|
{ |
|
"epoch": 8.631578947368421, |
|
"grad_norm": 6.477032661437988, |
|
"learning_rate": 1.7834862385321102e-05, |
|
"loss": 0.4933, |
|
"step": 492 |
|
}, |
|
{ |
|
"epoch": 8.649122807017545, |
|
"grad_norm": 11.045804023742676, |
|
"learning_rate": 1.7807339449541285e-05, |
|
"loss": 0.4582, |
|
"step": 493 |
|
}, |
|
{ |
|
"epoch": 8.666666666666666, |
|
"grad_norm": 7.45139741897583, |
|
"learning_rate": 1.7779816513761467e-05, |
|
"loss": 0.2789, |
|
"step": 494 |
|
}, |
|
{ |
|
"epoch": 8.68421052631579, |
|
"grad_norm": 6.092661380767822, |
|
"learning_rate": 1.7752293577981653e-05, |
|
"loss": 0.5297, |
|
"step": 495 |
|
}, |
|
{ |
|
"epoch": 8.701754385964913, |
|
"grad_norm": 9.822498321533203, |
|
"learning_rate": 1.7724770642201835e-05, |
|
"loss": 0.4994, |
|
"step": 496 |
|
}, |
|
{ |
|
"epoch": 8.719298245614034, |
|
"grad_norm": 25.944725036621094, |
|
"learning_rate": 1.7697247706422018e-05, |
|
"loss": 0.5637, |
|
"step": 497 |
|
}, |
|
{ |
|
"epoch": 8.736842105263158, |
|
"grad_norm": 7.313636302947998, |
|
"learning_rate": 1.76697247706422e-05, |
|
"loss": 0.3809, |
|
"step": 498 |
|
}, |
|
{ |
|
"epoch": 8.75438596491228, |
|
"grad_norm": 28.630786895751953, |
|
"learning_rate": 1.7642201834862386e-05, |
|
"loss": 0.2553, |
|
"step": 499 |
|
}, |
|
{ |
|
"epoch": 8.771929824561404, |
|
"grad_norm": 13.779499053955078, |
|
"learning_rate": 1.761467889908257e-05, |
|
"loss": 0.6088, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 8.789473684210526, |
|
"grad_norm": 13.866922378540039, |
|
"learning_rate": 1.758715596330275e-05, |
|
"loss": 0.3418, |
|
"step": 501 |
|
}, |
|
{ |
|
"epoch": 8.807017543859649, |
|
"grad_norm": 9.200101852416992, |
|
"learning_rate": 1.7559633027522937e-05, |
|
"loss": 0.5261, |
|
"step": 502 |
|
}, |
|
{ |
|
"epoch": 8.824561403508772, |
|
"grad_norm": 4.6678853034973145, |
|
"learning_rate": 1.753211009174312e-05, |
|
"loss": 0.2657, |
|
"step": 503 |
|
}, |
|
{ |
|
"epoch": 8.842105263157894, |
|
"grad_norm": 13.394104957580566, |
|
"learning_rate": 1.7504587155963305e-05, |
|
"loss": 0.4874, |
|
"step": 504 |
|
}, |
|
{ |
|
"epoch": 8.859649122807017, |
|
"grad_norm": 8.163538932800293, |
|
"learning_rate": 1.7477064220183484e-05, |
|
"loss": 0.4425, |
|
"step": 505 |
|
}, |
|
{ |
|
"epoch": 8.87719298245614, |
|
"grad_norm": 11.24685001373291, |
|
"learning_rate": 1.744954128440367e-05, |
|
"loss": 0.4143, |
|
"step": 506 |
|
}, |
|
{ |
|
"epoch": 8.894736842105264, |
|
"grad_norm": 15.51749324798584, |
|
"learning_rate": 1.7422018348623853e-05, |
|
"loss": 0.2075, |
|
"step": 507 |
|
}, |
|
{ |
|
"epoch": 8.912280701754385, |
|
"grad_norm": 18.03982162475586, |
|
"learning_rate": 1.739449541284404e-05, |
|
"loss": 0.3895, |
|
"step": 508 |
|
}, |
|
{ |
|
"epoch": 8.929824561403509, |
|
"grad_norm": 30.238689422607422, |
|
"learning_rate": 1.7366972477064218e-05, |
|
"loss": 0.502, |
|
"step": 509 |
|
}, |
|
{ |
|
"epoch": 8.947368421052632, |
|
"grad_norm": 17.355592727661133, |
|
"learning_rate": 1.7339449541284404e-05, |
|
"loss": 0.3032, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 8.964912280701755, |
|
"grad_norm": 8.36916732788086, |
|
"learning_rate": 1.7311926605504586e-05, |
|
"loss": 0.4566, |
|
"step": 511 |
|
}, |
|
{ |
|
"epoch": 8.982456140350877, |
|
"grad_norm": 4.937262535095215, |
|
"learning_rate": 1.7284403669724772e-05, |
|
"loss": 0.2615, |
|
"step": 512 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"grad_norm": 61.639869689941406, |
|
"learning_rate": 1.7256880733944954e-05, |
|
"loss": 0.6482, |
|
"step": 513 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_accuracy": 0.7126436781609196, |
|
"eval_loss": 0.8051581382751465, |
|
"eval_roc_auc": 0.8928142130921077, |
|
"eval_runtime": 9.5241, |
|
"eval_samples_per_second": 27.404, |
|
"eval_steps_per_second": 1.785, |
|
"step": 513 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 1140, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 20, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": false |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 2.23308947617632e+17, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|