diff --git "a/trainer_state.json" "b/trainer_state.json" new file mode 100644--- /dev/null +++ "b/trainer_state.json" @@ -0,0 +1,8637 @@ +{ + "best_metric": 0.8701298701298701, + "best_model_checkpoint": "MAE-CT-M1N0-M12_v8_split5_v3/checkpoint-4760", + "epoch": 147.00579710144928, + "eval_steps": 500, + "global_step": 10350, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.000966183574879227, + "grad_norm": 5.63077974319458, + "learning_rate": 9.661835748792271e-08, + "loss": 0.7586, + "step": 10 + }, + { + "epoch": 0.001932367149758454, + "grad_norm": 2.0964934825897217, + "learning_rate": 1.9323671497584542e-07, + "loss": 0.7254, + "step": 20 + }, + { + "epoch": 0.002898550724637681, + "grad_norm": 2.0449180603027344, + "learning_rate": 2.8985507246376816e-07, + "loss": 0.6984, + "step": 30 + }, + { + "epoch": 0.003864734299516908, + "grad_norm": 1.9611525535583496, + "learning_rate": 3.8647342995169085e-07, + "loss": 0.7315, + "step": 40 + }, + { + "epoch": 0.004830917874396135, + "grad_norm": 3.5923993587493896, + "learning_rate": 4.830917874396135e-07, + "loss": 0.7284, + "step": 50 + }, + { + "epoch": 0.005797101449275362, + "grad_norm": 2.7955286502838135, + "learning_rate": 5.797101449275363e-07, + "loss": 0.6907, + "step": 60 + }, + { + "epoch": 0.00676328502415459, + "grad_norm": 4.491306304931641, + "learning_rate": 6.763285024154589e-07, + "loss": 0.685, + "step": 70 + }, + { + "epoch": 0.00676328502415459, + "eval_accuracy": 0.7792207792207793, + "eval_loss": 0.6756892800331116, + "eval_runtime": 18.2897, + "eval_samples_per_second": 4.21, + "eval_steps_per_second": 1.094, + "step": 70 + }, + { + "epoch": 1.0009661835748793, + "grad_norm": 3.633984088897705, + "learning_rate": 7.729468599033817e-07, + "loss": 0.6743, + "step": 80 + }, + { + "epoch": 1.0019323671497584, + "grad_norm": 4.844719409942627, + "learning_rate": 8.695652173913044e-07, + "loss": 0.65, + "step": 90 + }, + { + "epoch": 1.0028985507246377, + "grad_norm": 20.677204132080078, + "learning_rate": 9.66183574879227e-07, + "loss": 0.638, + "step": 100 + }, + { + "epoch": 1.0038647342995168, + "grad_norm": 4.349536895751953, + "learning_rate": 1.0628019323671499e-06, + "loss": 0.6479, + "step": 110 + }, + { + "epoch": 1.0048309178743962, + "grad_norm": 8.440875053405762, + "learning_rate": 1.1594202898550726e-06, + "loss": 0.5937, + "step": 120 + }, + { + "epoch": 1.0057971014492753, + "grad_norm": 9.938006401062012, + "learning_rate": 1.2560386473429952e-06, + "loss": 0.7384, + "step": 130 + }, + { + "epoch": 1.0067632850241546, + "grad_norm": 10.255725860595703, + "learning_rate": 1.3526570048309178e-06, + "loss": 0.5601, + "step": 140 + }, + { + "epoch": 1.0067632850241546, + "eval_accuracy": 0.6233766233766234, + "eval_loss": 0.6217549443244934, + "eval_runtime": 16.3642, + "eval_samples_per_second": 4.705, + "eval_steps_per_second": 1.222, + "step": 140 + }, + { + "epoch": 2.0009661835748793, + "grad_norm": 7.985101699829102, + "learning_rate": 1.4492753623188408e-06, + "loss": 0.7056, + "step": 150 + }, + { + "epoch": 2.0019323671497586, + "grad_norm": 7.1389007568359375, + "learning_rate": 1.5458937198067634e-06, + "loss": 0.5766, + "step": 160 + }, + { + "epoch": 2.0028985507246375, + "grad_norm": 12.669121742248535, + "learning_rate": 1.6425120772946862e-06, + "loss": 0.6746, + "step": 170 + }, + { + "epoch": 2.003864734299517, + "grad_norm": 6.364377498626709, + "learning_rate": 1.7391304347826088e-06, + "loss": 0.6363, + "step": 180 + }, + { + "epoch": 2.004830917874396, + "grad_norm": 9.995187759399414, + "learning_rate": 1.8357487922705318e-06, + "loss": 0.5837, + "step": 190 + }, + { + "epoch": 2.0057971014492755, + "grad_norm": 8.345070838928223, + "learning_rate": 1.932367149758454e-06, + "loss": 0.5432, + "step": 200 + }, + { + "epoch": 2.006763285024155, + "grad_norm": 37.9766845703125, + "learning_rate": 2.028985507246377e-06, + "loss": 0.6632, + "step": 210 + }, + { + "epoch": 2.006763285024155, + "eval_accuracy": 0.6233766233766234, + "eval_loss": 0.6156818866729736, + "eval_runtime": 16.4154, + "eval_samples_per_second": 4.691, + "eval_steps_per_second": 1.218, + "step": 210 + }, + { + "epoch": 3.0009661835748793, + "grad_norm": 12.400394439697266, + "learning_rate": 2.1256038647342997e-06, + "loss": 0.6558, + "step": 220 + }, + { + "epoch": 3.0019323671497586, + "grad_norm": 10.40713119506836, + "learning_rate": 2.222222222222222e-06, + "loss": 0.5752, + "step": 230 + }, + { + "epoch": 3.0028985507246375, + "grad_norm": 12.890250205993652, + "learning_rate": 2.3188405797101453e-06, + "loss": 0.528, + "step": 240 + }, + { + "epoch": 3.003864734299517, + "grad_norm": 10.023517608642578, + "learning_rate": 2.4154589371980677e-06, + "loss": 0.5814, + "step": 250 + }, + { + "epoch": 3.004830917874396, + "grad_norm": 10.220820426940918, + "learning_rate": 2.5120772946859904e-06, + "loss": 0.6507, + "step": 260 + }, + { + "epoch": 3.0057971014492755, + "grad_norm": 19.018766403198242, + "learning_rate": 2.6086956521739132e-06, + "loss": 0.5541, + "step": 270 + }, + { + "epoch": 3.006763285024155, + "grad_norm": 7.0940680503845215, + "learning_rate": 2.7053140096618356e-06, + "loss": 0.5153, + "step": 280 + }, + { + "epoch": 3.006763285024155, + "eval_accuracy": 0.6363636363636364, + "eval_loss": 0.565974771976471, + "eval_runtime": 16.5709, + "eval_samples_per_second": 4.647, + "eval_steps_per_second": 1.207, + "step": 280 + }, + { + "epoch": 4.000966183574879, + "grad_norm": 13.853311538696289, + "learning_rate": 2.801932367149759e-06, + "loss": 0.5608, + "step": 290 + }, + { + "epoch": 4.001932367149759, + "grad_norm": 24.638504028320312, + "learning_rate": 2.8985507246376816e-06, + "loss": 0.5793, + "step": 300 + }, + { + "epoch": 4.0028985507246375, + "grad_norm": 22.3065128326416, + "learning_rate": 2.995169082125604e-06, + "loss": 0.4284, + "step": 310 + }, + { + "epoch": 4.003864734299517, + "grad_norm": 30.956016540527344, + "learning_rate": 3.0917874396135268e-06, + "loss": 0.7425, + "step": 320 + }, + { + "epoch": 4.004830917874396, + "grad_norm": 12.773093223571777, + "learning_rate": 3.188405797101449e-06, + "loss": 0.5068, + "step": 330 + }, + { + "epoch": 4.005797101449275, + "grad_norm": 21.808074951171875, + "learning_rate": 3.2850241545893724e-06, + "loss": 0.4752, + "step": 340 + }, + { + "epoch": 4.006763285024155, + "grad_norm": 24.596450805664062, + "learning_rate": 3.381642512077295e-06, + "loss": 0.5008, + "step": 350 + }, + { + "epoch": 4.006763285024155, + "eval_accuracy": 0.7662337662337663, + "eval_loss": 0.5237749814987183, + "eval_runtime": 16.9105, + "eval_samples_per_second": 4.553, + "eval_steps_per_second": 1.183, + "step": 350 + }, + { + "epoch": 5.000966183574879, + "grad_norm": 41.83505630493164, + "learning_rate": 3.4782608695652175e-06, + "loss": 0.415, + "step": 360 + }, + { + "epoch": 5.001932367149759, + "grad_norm": 37.28093719482422, + "learning_rate": 3.5748792270531403e-06, + "loss": 0.5244, + "step": 370 + }, + { + "epoch": 5.0028985507246375, + "grad_norm": 14.932278633117676, + "learning_rate": 3.6714975845410635e-06, + "loss": 0.4871, + "step": 380 + }, + { + "epoch": 5.003864734299517, + "grad_norm": 35.8604736328125, + "learning_rate": 3.768115942028986e-06, + "loss": 0.5247, + "step": 390 + }, + { + "epoch": 5.004830917874396, + "grad_norm": 31.0769100189209, + "learning_rate": 3.864734299516908e-06, + "loss": 0.4985, + "step": 400 + }, + { + "epoch": 5.005797101449275, + "grad_norm": 16.91299057006836, + "learning_rate": 3.961352657004831e-06, + "loss": 0.5541, + "step": 410 + }, + { + "epoch": 5.006763285024155, + "grad_norm": 60.42302703857422, + "learning_rate": 4.057971014492754e-06, + "loss": 0.4879, + "step": 420 + }, + { + "epoch": 5.006763285024155, + "eval_accuracy": 0.7792207792207793, + "eval_loss": 0.5012220144271851, + "eval_runtime": 16.1267, + "eval_samples_per_second": 4.775, + "eval_steps_per_second": 1.24, + "step": 420 + }, + { + "epoch": 6.000966183574879, + "grad_norm": 12.599077224731445, + "learning_rate": 4.154589371980677e-06, + "loss": 0.4077, + "step": 430 + }, + { + "epoch": 6.001932367149759, + "grad_norm": 13.679814338684082, + "learning_rate": 4.251207729468599e-06, + "loss": 0.4849, + "step": 440 + }, + { + "epoch": 6.0028985507246375, + "grad_norm": 58.93899917602539, + "learning_rate": 4.347826086956522e-06, + "loss": 0.4561, + "step": 450 + }, + { + "epoch": 6.003864734299517, + "grad_norm": 46.164459228515625, + "learning_rate": 4.444444444444444e-06, + "loss": 0.4785, + "step": 460 + }, + { + "epoch": 6.004830917874396, + "grad_norm": 6.964693546295166, + "learning_rate": 4.541062801932368e-06, + "loss": 0.3693, + "step": 470 + }, + { + "epoch": 6.005797101449275, + "grad_norm": 65.39038848876953, + "learning_rate": 4.637681159420291e-06, + "loss": 0.6067, + "step": 480 + }, + { + "epoch": 6.006763285024155, + "grad_norm": 24.236276626586914, + "learning_rate": 4.7342995169082125e-06, + "loss": 0.3636, + "step": 490 + }, + { + "epoch": 6.006763285024155, + "eval_accuracy": 0.7012987012987013, + "eval_loss": 0.5639926195144653, + "eval_runtime": 16.4373, + "eval_samples_per_second": 4.684, + "eval_steps_per_second": 1.217, + "step": 490 + }, + { + "epoch": 7.000966183574879, + "grad_norm": 71.80524444580078, + "learning_rate": 4.830917874396135e-06, + "loss": 0.5243, + "step": 500 + }, + { + "epoch": 7.001932367149759, + "grad_norm": 60.86780548095703, + "learning_rate": 4.927536231884059e-06, + "loss": 0.4487, + "step": 510 + }, + { + "epoch": 7.0028985507246375, + "grad_norm": 18.15448760986328, + "learning_rate": 5.024154589371981e-06, + "loss": 0.4776, + "step": 520 + }, + { + "epoch": 7.003864734299517, + "grad_norm": 25.025348663330078, + "learning_rate": 5.1207729468599045e-06, + "loss": 0.3617, + "step": 530 + }, + { + "epoch": 7.004830917874396, + "grad_norm": 8.851715087890625, + "learning_rate": 5.2173913043478265e-06, + "loss": 0.3614, + "step": 540 + }, + { + "epoch": 7.005797101449275, + "grad_norm": 72.60469818115234, + "learning_rate": 5.314009661835749e-06, + "loss": 0.7049, + "step": 550 + }, + { + "epoch": 7.006763285024155, + "grad_norm": 8.072798728942871, + "learning_rate": 5.410628019323671e-06, + "loss": 0.7238, + "step": 560 + }, + { + "epoch": 7.006763285024155, + "eval_accuracy": 0.7012987012987013, + "eval_loss": 0.575639545917511, + "eval_runtime": 16.2503, + "eval_samples_per_second": 4.738, + "eval_steps_per_second": 1.231, + "step": 560 + }, + { + "epoch": 8.00096618357488, + "grad_norm": 26.914819717407227, + "learning_rate": 5.507246376811595e-06, + "loss": 0.4224, + "step": 570 + }, + { + "epoch": 8.001932367149758, + "grad_norm": 12.590118408203125, + "learning_rate": 5.603864734299518e-06, + "loss": 1.1756, + "step": 580 + }, + { + "epoch": 8.002898550724638, + "grad_norm": 31.019224166870117, + "learning_rate": 5.70048309178744e-06, + "loss": 0.5193, + "step": 590 + }, + { + "epoch": 8.003864734299517, + "grad_norm": 25.586570739746094, + "learning_rate": 5.797101449275363e-06, + "loss": 0.5632, + "step": 600 + }, + { + "epoch": 8.004830917874395, + "grad_norm": 7.837695121765137, + "learning_rate": 5.893719806763285e-06, + "loss": 0.2409, + "step": 610 + }, + { + "epoch": 8.005797101449275, + "grad_norm": 45.919281005859375, + "learning_rate": 5.990338164251208e-06, + "loss": 0.4052, + "step": 620 + }, + { + "epoch": 8.006763285024155, + "grad_norm": 9.32940673828125, + "learning_rate": 6.086956521739132e-06, + "loss": 0.3339, + "step": 630 + }, + { + "epoch": 8.006763285024155, + "eval_accuracy": 0.6883116883116883, + "eval_loss": 0.9894827604293823, + "eval_runtime": 15.6835, + "eval_samples_per_second": 4.91, + "eval_steps_per_second": 1.275, + "step": 630 + }, + { + "epoch": 9.00096618357488, + "grad_norm": 4.154600620269775, + "learning_rate": 6.1835748792270535e-06, + "loss": 0.4827, + "step": 640 + }, + { + "epoch": 9.001932367149758, + "grad_norm": 43.86359786987305, + "learning_rate": 6.280193236714976e-06, + "loss": 0.4219, + "step": 650 + }, + { + "epoch": 9.002898550724638, + "grad_norm": 87.51858520507812, + "learning_rate": 6.376811594202898e-06, + "loss": 0.2489, + "step": 660 + }, + { + "epoch": 9.003864734299517, + "grad_norm": 11.23896598815918, + "learning_rate": 6.473429951690822e-06, + "loss": 0.5007, + "step": 670 + }, + { + "epoch": 9.004830917874395, + "grad_norm": 27.375701904296875, + "learning_rate": 6.570048309178745e-06, + "loss": 0.2891, + "step": 680 + }, + { + "epoch": 9.005797101449275, + "grad_norm": 51.312923431396484, + "learning_rate": 6.666666666666667e-06, + "loss": 0.4243, + "step": 690 + }, + { + "epoch": 9.006763285024155, + "grad_norm": 29.63850975036621, + "learning_rate": 6.76328502415459e-06, + "loss": 0.4152, + "step": 700 + }, + { + "epoch": 9.006763285024155, + "eval_accuracy": 0.8181818181818182, + "eval_loss": 0.5031455159187317, + "eval_runtime": 15.7949, + "eval_samples_per_second": 4.875, + "eval_steps_per_second": 1.266, + "step": 700 + }, + { + "epoch": 10.00096618357488, + "grad_norm": 7.607165813446045, + "learning_rate": 6.859903381642513e-06, + "loss": 0.5239, + "step": 710 + }, + { + "epoch": 10.001932367149758, + "grad_norm": 6.940621852874756, + "learning_rate": 6.956521739130435e-06, + "loss": 0.2281, + "step": 720 + }, + { + "epoch": 10.002898550724638, + "grad_norm": 57.28858947753906, + "learning_rate": 7.053140096618359e-06, + "loss": 0.4428, + "step": 730 + }, + { + "epoch": 10.003864734299517, + "grad_norm": 90.76024627685547, + "learning_rate": 7.149758454106281e-06, + "loss": 0.6327, + "step": 740 + }, + { + "epoch": 10.004830917874395, + "grad_norm": 59.252777099609375, + "learning_rate": 7.246376811594203e-06, + "loss": 0.7428, + "step": 750 + }, + { + "epoch": 10.005797101449275, + "grad_norm": 24.238967895507812, + "learning_rate": 7.342995169082127e-06, + "loss": 0.4681, + "step": 760 + }, + { + "epoch": 10.006763285024155, + "grad_norm": 0.46667662262916565, + "learning_rate": 7.439613526570049e-06, + "loss": 0.3126, + "step": 770 + }, + { + "epoch": 10.006763285024155, + "eval_accuracy": 0.7272727272727273, + "eval_loss": 0.5349549055099487, + "eval_runtime": 15.9144, + "eval_samples_per_second": 4.838, + "eval_steps_per_second": 1.257, + "step": 770 + }, + { + "epoch": 11.00096618357488, + "grad_norm": 3.171098470687866, + "learning_rate": 7.536231884057972e-06, + "loss": 0.3612, + "step": 780 + }, + { + "epoch": 11.001932367149758, + "grad_norm": 51.79991912841797, + "learning_rate": 7.632850241545895e-06, + "loss": 0.2405, + "step": 790 + }, + { + "epoch": 11.002898550724638, + "grad_norm": 15.745019912719727, + "learning_rate": 7.729468599033817e-06, + "loss": 0.3578, + "step": 800 + }, + { + "epoch": 11.003864734299517, + "grad_norm": 46.960411071777344, + "learning_rate": 7.82608695652174e-06, + "loss": 0.4183, + "step": 810 + }, + { + "epoch": 11.004830917874395, + "grad_norm": 19.980567932128906, + "learning_rate": 7.922705314009662e-06, + "loss": 1.0693, + "step": 820 + }, + { + "epoch": 11.005797101449275, + "grad_norm": 7.018507480621338, + "learning_rate": 8.019323671497586e-06, + "loss": 0.4977, + "step": 830 + }, + { + "epoch": 11.006763285024155, + "grad_norm": 42.957664489746094, + "learning_rate": 8.115942028985508e-06, + "loss": 0.4479, + "step": 840 + }, + { + "epoch": 11.006763285024155, + "eval_accuracy": 0.8311688311688312, + "eval_loss": 0.42781147360801697, + "eval_runtime": 17.5652, + "eval_samples_per_second": 4.384, + "eval_steps_per_second": 1.139, + "step": 840 + }, + { + "epoch": 12.00096618357488, + "grad_norm": 30.186668395996094, + "learning_rate": 8.212560386473431e-06, + "loss": 0.3227, + "step": 850 + }, + { + "epoch": 12.001932367149758, + "grad_norm": 95.9303207397461, + "learning_rate": 8.309178743961353e-06, + "loss": 0.3342, + "step": 860 + }, + { + "epoch": 12.002898550724638, + "grad_norm": 72.12458038330078, + "learning_rate": 8.405797101449275e-06, + "loss": 0.3496, + "step": 870 + }, + { + "epoch": 12.003864734299517, + "grad_norm": 12.492197036743164, + "learning_rate": 8.502415458937199e-06, + "loss": 0.2547, + "step": 880 + }, + { + "epoch": 12.004830917874395, + "grad_norm": 31.763296127319336, + "learning_rate": 8.599033816425122e-06, + "loss": 0.4288, + "step": 890 + }, + { + "epoch": 12.005797101449275, + "grad_norm": 46.830039978027344, + "learning_rate": 8.695652173913044e-06, + "loss": 0.4244, + "step": 900 + }, + { + "epoch": 12.006763285024155, + "grad_norm": 66.69847869873047, + "learning_rate": 8.792270531400966e-06, + "loss": 0.5548, + "step": 910 + }, + { + "epoch": 12.006763285024155, + "eval_accuracy": 0.7012987012987013, + "eval_loss": 0.6865193843841553, + "eval_runtime": 16.7685, + "eval_samples_per_second": 4.592, + "eval_steps_per_second": 1.193, + "step": 910 + }, + { + "epoch": 13.00096618357488, + "grad_norm": 1.0070035457611084, + "learning_rate": 8.888888888888888e-06, + "loss": 0.1739, + "step": 920 + }, + { + "epoch": 13.001932367149758, + "grad_norm": 27.44700813293457, + "learning_rate": 8.985507246376812e-06, + "loss": 0.3626, + "step": 930 + }, + { + "epoch": 13.002898550724638, + "grad_norm": 83.7531967163086, + "learning_rate": 9.082125603864736e-06, + "loss": 0.4617, + "step": 940 + }, + { + "epoch": 13.003864734299517, + "grad_norm": 29.952964782714844, + "learning_rate": 9.178743961352658e-06, + "loss": 0.3059, + "step": 950 + }, + { + "epoch": 13.004830917874395, + "grad_norm": 19.046611785888672, + "learning_rate": 9.275362318840581e-06, + "loss": 0.3571, + "step": 960 + }, + { + "epoch": 13.005797101449275, + "grad_norm": 4.5947980880737305, + "learning_rate": 9.371980676328503e-06, + "loss": 0.5925, + "step": 970 + }, + { + "epoch": 13.006763285024155, + "grad_norm": 0.1116618886590004, + "learning_rate": 9.468599033816425e-06, + "loss": 0.1509, + "step": 980 + }, + { + "epoch": 13.006763285024155, + "eval_accuracy": 0.7142857142857143, + "eval_loss": 0.8144263029098511, + "eval_runtime": 16.8839, + "eval_samples_per_second": 4.561, + "eval_steps_per_second": 1.185, + "step": 980 + }, + { + "epoch": 14.00096618357488, + "grad_norm": 7.001115798950195, + "learning_rate": 9.565217391304349e-06, + "loss": 0.291, + "step": 990 + }, + { + "epoch": 14.001932367149758, + "grad_norm": 81.9195327758789, + "learning_rate": 9.66183574879227e-06, + "loss": 0.4609, + "step": 1000 + }, + { + "epoch": 14.002898550724638, + "grad_norm": 72.53138732910156, + "learning_rate": 9.758454106280194e-06, + "loss": 0.2614, + "step": 1010 + }, + { + "epoch": 14.003864734299517, + "grad_norm": 88.42354583740234, + "learning_rate": 9.855072463768118e-06, + "loss": 0.5673, + "step": 1020 + }, + { + "epoch": 14.004830917874395, + "grad_norm": 182.70054626464844, + "learning_rate": 9.95169082125604e-06, + "loss": 0.3395, + "step": 1030 + }, + { + "epoch": 14.005797101449275, + "grad_norm": 75.77576446533203, + "learning_rate": 9.994632313472894e-06, + "loss": 0.4042, + "step": 1040 + }, + { + "epoch": 14.006763285024155, + "grad_norm": 0.33039167523384094, + "learning_rate": 9.98389694041868e-06, + "loss": 0.4038, + "step": 1050 + }, + { + "epoch": 14.006763285024155, + "eval_accuracy": 0.7922077922077922, + "eval_loss": 0.6039356589317322, + "eval_runtime": 17.6515, + "eval_samples_per_second": 4.362, + "eval_steps_per_second": 1.133, + "step": 1050 + }, + { + "epoch": 15.00096618357488, + "grad_norm": 0.12073725461959839, + "learning_rate": 9.973161567364467e-06, + "loss": 0.2022, + "step": 1060 + }, + { + "epoch": 15.001932367149758, + "grad_norm": 30.217771530151367, + "learning_rate": 9.962426194310253e-06, + "loss": 0.2995, + "step": 1070 + }, + { + "epoch": 15.002898550724638, + "grad_norm": 59.161224365234375, + "learning_rate": 9.95169082125604e-06, + "loss": 0.287, + "step": 1080 + }, + { + "epoch": 15.003864734299517, + "grad_norm": 51.48099136352539, + "learning_rate": 9.940955448201826e-06, + "loss": 0.3779, + "step": 1090 + }, + { + "epoch": 15.004830917874395, + "grad_norm": 67.52349853515625, + "learning_rate": 9.930220075147611e-06, + "loss": 0.1764, + "step": 1100 + }, + { + "epoch": 15.005797101449275, + "grad_norm": 1.3956732749938965, + "learning_rate": 9.919484702093398e-06, + "loss": 0.4947, + "step": 1110 + }, + { + "epoch": 15.006763285024155, + "grad_norm": 0.3445068299770355, + "learning_rate": 9.908749329039184e-06, + "loss": 0.2748, + "step": 1120 + }, + { + "epoch": 15.006763285024155, + "eval_accuracy": 0.7662337662337663, + "eval_loss": 1.183449149131775, + "eval_runtime": 15.8908, + "eval_samples_per_second": 4.846, + "eval_steps_per_second": 1.259, + "step": 1120 + }, + { + "epoch": 16.000966183574878, + "grad_norm": 25.889986038208008, + "learning_rate": 9.89801395598497e-06, + "loss": 0.4726, + "step": 1130 + }, + { + "epoch": 16.00193236714976, + "grad_norm": 96.12169647216797, + "learning_rate": 9.887278582930757e-06, + "loss": 0.7904, + "step": 1140 + }, + { + "epoch": 16.002898550724638, + "grad_norm": 36.80066680908203, + "learning_rate": 9.876543209876543e-06, + "loss": 0.4876, + "step": 1150 + }, + { + "epoch": 16.003864734299516, + "grad_norm": 0.03129780665040016, + "learning_rate": 9.865807836822331e-06, + "loss": 0.0427, + "step": 1160 + }, + { + "epoch": 16.004830917874397, + "grad_norm": 11.805863380432129, + "learning_rate": 9.855072463768118e-06, + "loss": 0.5398, + "step": 1170 + }, + { + "epoch": 16.005797101449275, + "grad_norm": 14.385322570800781, + "learning_rate": 9.844337090713904e-06, + "loss": 0.6715, + "step": 1180 + }, + { + "epoch": 16.006763285024153, + "grad_norm": 0.18029144406318665, + "learning_rate": 9.833601717659689e-06, + "loss": 0.4552, + "step": 1190 + }, + { + "epoch": 16.006763285024153, + "eval_accuracy": 0.7532467532467533, + "eval_loss": 0.7594266533851624, + "eval_runtime": 15.3345, + "eval_samples_per_second": 5.021, + "eval_steps_per_second": 1.304, + "step": 1190 + }, + { + "epoch": 17.000966183574878, + "grad_norm": 0.4168717563152313, + "learning_rate": 9.822866344605476e-06, + "loss": 0.1674, + "step": 1200 + }, + { + "epoch": 17.00193236714976, + "grad_norm": 0.9499201774597168, + "learning_rate": 9.812130971551262e-06, + "loss": 0.2045, + "step": 1210 + }, + { + "epoch": 17.002898550724638, + "grad_norm": 162.95167541503906, + "learning_rate": 9.801395598497048e-06, + "loss": 0.7506, + "step": 1220 + }, + { + "epoch": 17.003864734299516, + "grad_norm": 1.6326782703399658, + "learning_rate": 9.790660225442835e-06, + "loss": 0.398, + "step": 1230 + }, + { + "epoch": 17.004830917874397, + "grad_norm": 15.130646705627441, + "learning_rate": 9.779924852388621e-06, + "loss": 0.3404, + "step": 1240 + }, + { + "epoch": 17.005797101449275, + "grad_norm": 0.08184617757797241, + "learning_rate": 9.769189479334408e-06, + "loss": 0.1294, + "step": 1250 + }, + { + "epoch": 17.006763285024153, + "grad_norm": 316.427001953125, + "learning_rate": 9.758454106280194e-06, + "loss": 0.5584, + "step": 1260 + }, + { + "epoch": 17.006763285024153, + "eval_accuracy": 0.7922077922077922, + "eval_loss": 0.9481449127197266, + "eval_runtime": 15.5575, + "eval_samples_per_second": 4.949, + "eval_steps_per_second": 1.286, + "step": 1260 + }, + { + "epoch": 18.000966183574878, + "grad_norm": 0.19292013347148895, + "learning_rate": 9.74771873322598e-06, + "loss": 0.2401, + "step": 1270 + }, + { + "epoch": 18.00193236714976, + "grad_norm": 0.07158540934324265, + "learning_rate": 9.736983360171767e-06, + "loss": 0.2077, + "step": 1280 + }, + { + "epoch": 18.002898550724638, + "grad_norm": 10.159412384033203, + "learning_rate": 9.726247987117554e-06, + "loss": 0.0463, + "step": 1290 + }, + { + "epoch": 18.003864734299516, + "grad_norm": 0.16102541983127594, + "learning_rate": 9.71551261406334e-06, + "loss": 0.114, + "step": 1300 + }, + { + "epoch": 18.004830917874397, + "grad_norm": 0.08238888531923294, + "learning_rate": 9.704777241009125e-06, + "loss": 0.2091, + "step": 1310 + }, + { + "epoch": 18.005797101449275, + "grad_norm": 0.6891394257545471, + "learning_rate": 9.694041867954911e-06, + "loss": 0.133, + "step": 1320 + }, + { + "epoch": 18.006763285024153, + "grad_norm": 0.02565833181142807, + "learning_rate": 9.683306494900698e-06, + "loss": 0.0919, + "step": 1330 + }, + { + "epoch": 18.006763285024153, + "eval_accuracy": 0.7662337662337663, + "eval_loss": 1.0079569816589355, + "eval_runtime": 17.4793, + "eval_samples_per_second": 4.405, + "eval_steps_per_second": 1.144, + "step": 1330 + }, + { + "epoch": 19.000966183574878, + "grad_norm": 0.20424237847328186, + "learning_rate": 9.672571121846484e-06, + "loss": 0.0852, + "step": 1340 + }, + { + "epoch": 19.00193236714976, + "grad_norm": 0.056213993579149246, + "learning_rate": 9.66183574879227e-06, + "loss": 0.0014, + "step": 1350 + }, + { + "epoch": 19.002898550724638, + "grad_norm": 66.11773681640625, + "learning_rate": 9.651100375738057e-06, + "loss": 0.0981, + "step": 1360 + }, + { + "epoch": 19.003864734299516, + "grad_norm": 0.020251819863915443, + "learning_rate": 9.640365002683844e-06, + "loss": 0.1629, + "step": 1370 + }, + { + "epoch": 19.004830917874397, + "grad_norm": 0.08519980311393738, + "learning_rate": 9.62962962962963e-06, + "loss": 0.1436, + "step": 1380 + }, + { + "epoch": 19.005797101449275, + "grad_norm": 0.04679597541689873, + "learning_rate": 9.618894256575418e-06, + "loss": 0.4893, + "step": 1390 + }, + { + "epoch": 19.006763285024153, + "grad_norm": 0.04914074391126633, + "learning_rate": 9.608158883521203e-06, + "loss": 0.2309, + "step": 1400 + }, + { + "epoch": 19.006763285024153, + "eval_accuracy": 0.8181818181818182, + "eval_loss": 0.8453315496444702, + "eval_runtime": 16.6003, + "eval_samples_per_second": 4.638, + "eval_steps_per_second": 1.205, + "step": 1400 + }, + { + "epoch": 20.000966183574878, + "grad_norm": 0.1529330313205719, + "learning_rate": 9.59742351046699e-06, + "loss": 0.2619, + "step": 1410 + }, + { + "epoch": 20.00193236714976, + "grad_norm": 0.02123161591589451, + "learning_rate": 9.586688137412776e-06, + "loss": 0.0256, + "step": 1420 + }, + { + "epoch": 20.002898550724638, + "grad_norm": 0.014065372757613659, + "learning_rate": 9.575952764358562e-06, + "loss": 0.1996, + "step": 1430 + }, + { + "epoch": 20.003864734299516, + "grad_norm": 0.7381812930107117, + "learning_rate": 9.565217391304349e-06, + "loss": 0.0424, + "step": 1440 + }, + { + "epoch": 20.004830917874397, + "grad_norm": 0.06800421327352524, + "learning_rate": 9.554482018250135e-06, + "loss": 0.21, + "step": 1450 + }, + { + "epoch": 20.005797101449275, + "grad_norm": 80.73758697509766, + "learning_rate": 9.543746645195922e-06, + "loss": 0.0242, + "step": 1460 + }, + { + "epoch": 20.006763285024153, + "grad_norm": 0.0316414013504982, + "learning_rate": 9.533011272141708e-06, + "loss": 0.191, + "step": 1470 + }, + { + "epoch": 20.006763285024153, + "eval_accuracy": 0.7662337662337663, + "eval_loss": 1.069457769393921, + "eval_runtime": 147.8544, + "eval_samples_per_second": 0.521, + "eval_steps_per_second": 0.135, + "step": 1470 + }, + { + "epoch": 21.000966183574878, + "grad_norm": 0.012025800533592701, + "learning_rate": 9.522275899087494e-06, + "loss": 0.0317, + "step": 1480 + }, + { + "epoch": 21.00193236714976, + "grad_norm": 115.9197769165039, + "learning_rate": 9.511540526033281e-06, + "loss": 0.2591, + "step": 1490 + }, + { + "epoch": 21.002898550724638, + "grad_norm": 0.7661476135253906, + "learning_rate": 9.500805152979067e-06, + "loss": 0.2929, + "step": 1500 + }, + { + "epoch": 21.003864734299516, + "grad_norm": 89.17171478271484, + "learning_rate": 9.490069779924854e-06, + "loss": 0.501, + "step": 1510 + }, + { + "epoch": 21.004830917874397, + "grad_norm": 0.056331489235162735, + "learning_rate": 9.479334406870639e-06, + "loss": 0.2755, + "step": 1520 + }, + { + "epoch": 21.005797101449275, + "grad_norm": 0.035313863307237625, + "learning_rate": 9.468599033816425e-06, + "loss": 0.315, + "step": 1530 + }, + { + "epoch": 21.006763285024153, + "grad_norm": 0.06920187175273895, + "learning_rate": 9.457863660762211e-06, + "loss": 0.2013, + "step": 1540 + }, + { + "epoch": 21.006763285024153, + "eval_accuracy": 0.7402597402597403, + "eval_loss": 1.465735673904419, + "eval_runtime": 17.3838, + "eval_samples_per_second": 4.429, + "eval_steps_per_second": 1.15, + "step": 1540 + }, + { + "epoch": 22.000966183574878, + "grad_norm": 3.0384302139282227, + "learning_rate": 9.447128287707998e-06, + "loss": 0.2171, + "step": 1550 + }, + { + "epoch": 22.00193236714976, + "grad_norm": 0.022978052496910095, + "learning_rate": 9.436392914653784e-06, + "loss": 0.2218, + "step": 1560 + }, + { + "epoch": 22.002898550724638, + "grad_norm": 0.2309640645980835, + "learning_rate": 9.42565754159957e-06, + "loss": 0.1913, + "step": 1570 + }, + { + "epoch": 22.003864734299516, + "grad_norm": 0.027831105515360832, + "learning_rate": 9.414922168545357e-06, + "loss": 0.0069, + "step": 1580 + }, + { + "epoch": 22.004830917874397, + "grad_norm": 0.01753852143883705, + "learning_rate": 9.404186795491144e-06, + "loss": 0.0014, + "step": 1590 + }, + { + "epoch": 22.005797101449275, + "grad_norm": 0.051825933158397675, + "learning_rate": 9.39345142243693e-06, + "loss": 0.0012, + "step": 1600 + }, + { + "epoch": 22.006763285024153, + "grad_norm": 23.33223533630371, + "learning_rate": 9.382716049382717e-06, + "loss": 0.6645, + "step": 1610 + }, + { + "epoch": 22.006763285024153, + "eval_accuracy": 0.8051948051948052, + "eval_loss": 1.0601636171340942, + "eval_runtime": 18.3493, + "eval_samples_per_second": 4.196, + "eval_steps_per_second": 1.09, + "step": 1610 + }, + { + "epoch": 23.000966183574878, + "grad_norm": 42.5572395324707, + "learning_rate": 9.371980676328503e-06, + "loss": 0.1616, + "step": 1620 + }, + { + "epoch": 23.00193236714976, + "grad_norm": 0.06940260529518127, + "learning_rate": 9.36124530327429e-06, + "loss": 0.0026, + "step": 1630 + }, + { + "epoch": 23.002898550724638, + "grad_norm": 24.54999351501465, + "learning_rate": 9.350509930220076e-06, + "loss": 0.1298, + "step": 1640 + }, + { + "epoch": 23.003864734299516, + "grad_norm": 0.014982779510319233, + "learning_rate": 9.339774557165862e-06, + "loss": 0.0021, + "step": 1650 + }, + { + "epoch": 23.004830917874397, + "grad_norm": 0.022154109552502632, + "learning_rate": 9.329039184111649e-06, + "loss": 0.1601, + "step": 1660 + }, + { + "epoch": 23.005797101449275, + "grad_norm": 0.1332763135433197, + "learning_rate": 9.318303811057435e-06, + "loss": 0.1839, + "step": 1670 + }, + { + "epoch": 23.006763285024153, + "grad_norm": 0.0714530497789383, + "learning_rate": 9.307568438003222e-06, + "loss": 0.1083, + "step": 1680 + }, + { + "epoch": 23.006763285024153, + "eval_accuracy": 0.7532467532467533, + "eval_loss": 1.2147879600524902, + "eval_runtime": 42.3924, + "eval_samples_per_second": 1.816, + "eval_steps_per_second": 0.472, + "step": 1680 + }, + { + "epoch": 24.000966183574878, + "grad_norm": 10.763915061950684, + "learning_rate": 9.296833064949008e-06, + "loss": 0.0153, + "step": 1690 + }, + { + "epoch": 24.00193236714976, + "grad_norm": 0.34083086252212524, + "learning_rate": 9.286097691894795e-06, + "loss": 0.3552, + "step": 1700 + }, + { + "epoch": 24.002898550724638, + "grad_norm": 0.09669429808855057, + "learning_rate": 9.275362318840581e-06, + "loss": 0.1833, + "step": 1710 + }, + { + "epoch": 24.003864734299516, + "grad_norm": 3.468942403793335, + "learning_rate": 9.264626945786368e-06, + "loss": 0.0984, + "step": 1720 + }, + { + "epoch": 24.004830917874397, + "grad_norm": 105.82479095458984, + "learning_rate": 9.253891572732154e-06, + "loss": 0.1335, + "step": 1730 + }, + { + "epoch": 24.005797101449275, + "grad_norm": 0.03978487849235535, + "learning_rate": 9.243156199677939e-06, + "loss": 0.0364, + "step": 1740 + }, + { + "epoch": 24.006763285024153, + "grad_norm": 0.05299947410821915, + "learning_rate": 9.232420826623725e-06, + "loss": 0.0885, + "step": 1750 + }, + { + "epoch": 24.006763285024153, + "eval_accuracy": 0.7792207792207793, + "eval_loss": 1.200799822807312, + "eval_runtime": 18.7931, + "eval_samples_per_second": 4.097, + "eval_steps_per_second": 1.064, + "step": 1750 + }, + { + "epoch": 25.000966183574878, + "grad_norm": 0.07938944548368454, + "learning_rate": 9.221685453569512e-06, + "loss": 0.1654, + "step": 1760 + }, + { + "epoch": 25.00193236714976, + "grad_norm": 0.017891909927129745, + "learning_rate": 9.210950080515298e-06, + "loss": 0.1959, + "step": 1770 + }, + { + "epoch": 25.002898550724638, + "grad_norm": 0.03742482513189316, + "learning_rate": 9.200214707461085e-06, + "loss": 0.2129, + "step": 1780 + }, + { + "epoch": 25.003864734299516, + "grad_norm": 0.018285313621163368, + "learning_rate": 9.189479334406871e-06, + "loss": 0.0005, + "step": 1790 + }, + { + "epoch": 25.004830917874397, + "grad_norm": 0.012646480463445187, + "learning_rate": 9.178743961352658e-06, + "loss": 0.2598, + "step": 1800 + }, + { + "epoch": 25.005797101449275, + "grad_norm": 0.1877349466085434, + "learning_rate": 9.168008588298444e-06, + "loss": 0.3652, + "step": 1810 + }, + { + "epoch": 25.006763285024153, + "grad_norm": 0.04589417949318886, + "learning_rate": 9.15727321524423e-06, + "loss": 0.0015, + "step": 1820 + }, + { + "epoch": 25.006763285024153, + "eval_accuracy": 0.7532467532467533, + "eval_loss": 1.298748254776001, + "eval_runtime": 18.6643, + "eval_samples_per_second": 4.126, + "eval_steps_per_second": 1.072, + "step": 1820 + }, + { + "epoch": 26.000966183574878, + "grad_norm": 0.007107927929610014, + "learning_rate": 9.146537842190017e-06, + "loss": 0.0241, + "step": 1830 + }, + { + "epoch": 26.00193236714976, + "grad_norm": 0.2932748794555664, + "learning_rate": 9.135802469135803e-06, + "loss": 0.1536, + "step": 1840 + }, + { + "epoch": 26.002898550724638, + "grad_norm": 0.005459180101752281, + "learning_rate": 9.12506709608159e-06, + "loss": 0.0019, + "step": 1850 + }, + { + "epoch": 26.003864734299516, + "grad_norm": 0.05199627950787544, + "learning_rate": 9.114331723027376e-06, + "loss": 0.0547, + "step": 1860 + }, + { + "epoch": 26.004830917874397, + "grad_norm": 0.0027262712828814983, + "learning_rate": 9.103596349973163e-06, + "loss": 0.0003, + "step": 1870 + }, + { + "epoch": 26.005797101449275, + "grad_norm": 0.005350043997168541, + "learning_rate": 9.092860976918949e-06, + "loss": 0.24, + "step": 1880 + }, + { + "epoch": 26.006763285024153, + "grad_norm": 0.003055410925298929, + "learning_rate": 9.082125603864736e-06, + "loss": 0.2372, + "step": 1890 + }, + { + "epoch": 26.006763285024153, + "eval_accuracy": 0.7532467532467533, + "eval_loss": 1.6224983930587769, + "eval_runtime": 19.2376, + "eval_samples_per_second": 4.003, + "eval_steps_per_second": 1.04, + "step": 1890 + }, + { + "epoch": 27.000966183574878, + "grad_norm": 0.013318424113094807, + "learning_rate": 9.071390230810522e-06, + "loss": 0.0192, + "step": 1900 + }, + { + "epoch": 27.00193236714976, + "grad_norm": 0.01380719244480133, + "learning_rate": 9.060654857756308e-06, + "loss": 0.0365, + "step": 1910 + }, + { + "epoch": 27.002898550724638, + "grad_norm": 12.373915672302246, + "learning_rate": 9.049919484702095e-06, + "loss": 0.6307, + "step": 1920 + }, + { + "epoch": 27.003864734299516, + "grad_norm": 186.6871337890625, + "learning_rate": 9.039184111647881e-06, + "loss": 0.5701, + "step": 1930 + }, + { + "epoch": 27.004830917874397, + "grad_norm": 0.41726887226104736, + "learning_rate": 9.028448738593668e-06, + "loss": 0.2799, + "step": 1940 + }, + { + "epoch": 27.005797101449275, + "grad_norm": 0.0075998492538928986, + "learning_rate": 9.017713365539453e-06, + "loss": 0.0908, + "step": 1950 + }, + { + "epoch": 27.006763285024153, + "grad_norm": 0.0030398606322705746, + "learning_rate": 9.006977992485239e-06, + "loss": 0.001, + "step": 1960 + }, + { + "epoch": 27.006763285024153, + "eval_accuracy": 0.7662337662337663, + "eval_loss": 1.1689021587371826, + "eval_runtime": 15.3074, + "eval_samples_per_second": 5.03, + "eval_steps_per_second": 1.307, + "step": 1960 + }, + { + "epoch": 28.000966183574878, + "grad_norm": 0.004823345225304365, + "learning_rate": 8.996242619431025e-06, + "loss": 0.002, + "step": 1970 + }, + { + "epoch": 28.00193236714976, + "grad_norm": 37.93857955932617, + "learning_rate": 8.985507246376812e-06, + "loss": 0.0136, + "step": 1980 + }, + { + "epoch": 28.002898550724638, + "grad_norm": 0.008819162845611572, + "learning_rate": 8.974771873322598e-06, + "loss": 0.0003, + "step": 1990 + }, + { + "epoch": 28.003864734299516, + "grad_norm": 0.02176712639629841, + "learning_rate": 8.964036500268385e-06, + "loss": 0.0005, + "step": 2000 + }, + { + "epoch": 28.004830917874397, + "grad_norm": 2.0372092723846436, + "learning_rate": 8.953301127214171e-06, + "loss": 0.0883, + "step": 2010 + }, + { + "epoch": 28.005797101449275, + "grad_norm": 0.0033761654049158096, + "learning_rate": 8.942565754159958e-06, + "loss": 0.0002, + "step": 2020 + }, + { + "epoch": 28.006763285024153, + "grad_norm": 0.015467183664441109, + "learning_rate": 8.931830381105744e-06, + "loss": 0.0006, + "step": 2030 + }, + { + "epoch": 28.006763285024153, + "eval_accuracy": 0.7532467532467533, + "eval_loss": 1.3817362785339355, + "eval_runtime": 14.6935, + "eval_samples_per_second": 5.24, + "eval_steps_per_second": 1.361, + "step": 2030 + }, + { + "epoch": 29.000966183574878, + "grad_norm": 0.00563892163336277, + "learning_rate": 8.92109500805153e-06, + "loss": 0.0002, + "step": 2040 + }, + { + "epoch": 29.00193236714976, + "grad_norm": 0.008719475008547306, + "learning_rate": 8.910359634997317e-06, + "loss": 0.0002, + "step": 2050 + }, + { + "epoch": 29.002898550724638, + "grad_norm": 0.012711520306766033, + "learning_rate": 8.899624261943104e-06, + "loss": 0.0021, + "step": 2060 + }, + { + "epoch": 29.003864734299516, + "grad_norm": 0.0029001745861023664, + "learning_rate": 8.888888888888888e-06, + "loss": 0.0012, + "step": 2070 + }, + { + "epoch": 29.004830917874397, + "grad_norm": 0.0027202004566788673, + "learning_rate": 8.878153515834675e-06, + "loss": 0.0259, + "step": 2080 + }, + { + "epoch": 29.005797101449275, + "grad_norm": 0.0022866763174533844, + "learning_rate": 8.867418142780463e-06, + "loss": 0.001, + "step": 2090 + }, + { + "epoch": 29.006763285024153, + "grad_norm": 0.009289148263633251, + "learning_rate": 8.85668276972625e-06, + "loss": 0.0002, + "step": 2100 + }, + { + "epoch": 29.006763285024153, + "eval_accuracy": 0.7272727272727273, + "eval_loss": 1.714272379875183, + "eval_runtime": 14.4439, + "eval_samples_per_second": 5.331, + "eval_steps_per_second": 1.385, + "step": 2100 + }, + { + "epoch": 30.000966183574878, + "grad_norm": 0.009948095306754112, + "learning_rate": 8.845947396672036e-06, + "loss": 0.1673, + "step": 2110 + }, + { + "epoch": 30.00193236714976, + "grad_norm": 0.0249008946120739, + "learning_rate": 8.835212023617822e-06, + "loss": 0.1536, + "step": 2120 + }, + { + "epoch": 30.002898550724638, + "grad_norm": 0.12144894897937775, + "learning_rate": 8.824476650563609e-06, + "loss": 0.1607, + "step": 2130 + }, + { + "epoch": 30.003864734299516, + "grad_norm": 7.651823997497559, + "learning_rate": 8.813741277509395e-06, + "loss": 0.1802, + "step": 2140 + }, + { + "epoch": 30.004830917874397, + "grad_norm": 0.005258599761873484, + "learning_rate": 8.803005904455182e-06, + "loss": 0.0002, + "step": 2150 + }, + { + "epoch": 30.005797101449275, + "grad_norm": 0.004621783271431923, + "learning_rate": 8.792270531400966e-06, + "loss": 0.0222, + "step": 2160 + }, + { + "epoch": 30.006763285024153, + "grad_norm": 0.012738402932882309, + "learning_rate": 8.781535158346753e-06, + "loss": 0.0012, + "step": 2170 + }, + { + "epoch": 30.006763285024153, + "eval_accuracy": 0.7272727272727273, + "eval_loss": 1.8865219354629517, + "eval_runtime": 14.9876, + "eval_samples_per_second": 5.138, + "eval_steps_per_second": 1.334, + "step": 2170 + }, + { + "epoch": 31.000966183574878, + "grad_norm": 0.004862803500145674, + "learning_rate": 8.77079978529254e-06, + "loss": 0.0002, + "step": 2180 + }, + { + "epoch": 31.00193236714976, + "grad_norm": 0.008277139626443386, + "learning_rate": 8.760064412238326e-06, + "loss": 0.0002, + "step": 2190 + }, + { + "epoch": 31.002898550724638, + "grad_norm": 0.011266889050602913, + "learning_rate": 8.749329039184112e-06, + "loss": 0.0256, + "step": 2200 + }, + { + "epoch": 31.003864734299516, + "grad_norm": 0.037181366235017776, + "learning_rate": 8.738593666129899e-06, + "loss": 0.0389, + "step": 2210 + }, + { + "epoch": 31.004830917874397, + "grad_norm": 0.011379989795386791, + "learning_rate": 8.727858293075685e-06, + "loss": 0.0703, + "step": 2220 + }, + { + "epoch": 31.005797101449275, + "grad_norm": 0.0035820791963487864, + "learning_rate": 8.717122920021472e-06, + "loss": 0.0123, + "step": 2230 + }, + { + "epoch": 31.006763285024153, + "grad_norm": 0.11101510375738144, + "learning_rate": 8.706387546967258e-06, + "loss": 0.153, + "step": 2240 + }, + { + "epoch": 31.006763285024153, + "eval_accuracy": 0.6623376623376623, + "eval_loss": 2.4574289321899414, + "eval_runtime": 14.6437, + "eval_samples_per_second": 5.258, + "eval_steps_per_second": 1.366, + "step": 2240 + }, + { + "epoch": 32.00096618357488, + "grad_norm": 0.007295526098459959, + "learning_rate": 8.695652173913044e-06, + "loss": 0.2227, + "step": 2250 + }, + { + "epoch": 32.001932367149756, + "grad_norm": 0.005096717271953821, + "learning_rate": 8.684916800858831e-06, + "loss": 0.1528, + "step": 2260 + }, + { + "epoch": 32.00289855072464, + "grad_norm": 0.007106207311153412, + "learning_rate": 8.674181427804617e-06, + "loss": 0.0649, + "step": 2270 + }, + { + "epoch": 32.00386473429952, + "grad_norm": 16.95619773864746, + "learning_rate": 8.663446054750402e-06, + "loss": 0.0751, + "step": 2280 + }, + { + "epoch": 32.00483091787439, + "grad_norm": 0.00349339353851974, + "learning_rate": 8.652710681696189e-06, + "loss": 0.0014, + "step": 2290 + }, + { + "epoch": 32.005797101449275, + "grad_norm": 0.010887386277318, + "learning_rate": 8.641975308641975e-06, + "loss": 0.0001, + "step": 2300 + }, + { + "epoch": 32.00676328502416, + "grad_norm": 0.011478613130748272, + "learning_rate": 8.631239935587761e-06, + "loss": 0.1308, + "step": 2310 + }, + { + "epoch": 32.00676328502416, + "eval_accuracy": 0.8051948051948052, + "eval_loss": 1.1799964904785156, + "eval_runtime": 15.238, + "eval_samples_per_second": 5.053, + "eval_steps_per_second": 1.313, + "step": 2310 + }, + { + "epoch": 33.00096618357488, + "grad_norm": 0.0030596402939409018, + "learning_rate": 8.62050456253355e-06, + "loss": 0.0001, + "step": 2320 + }, + { + "epoch": 33.001932367149756, + "grad_norm": 0.008988602086901665, + "learning_rate": 8.609769189479336e-06, + "loss": 0.1962, + "step": 2330 + }, + { + "epoch": 33.00289855072464, + "grad_norm": 0.11388076096773148, + "learning_rate": 8.599033816425122e-06, + "loss": 0.0001, + "step": 2340 + }, + { + "epoch": 33.00386473429952, + "grad_norm": 0.012941384688019753, + "learning_rate": 8.588298443370909e-06, + "loss": 0.0001, + "step": 2350 + }, + { + "epoch": 33.00483091787439, + "grad_norm": 117.23433685302734, + "learning_rate": 8.577563070316695e-06, + "loss": 0.2454, + "step": 2360 + }, + { + "epoch": 33.005797101449275, + "grad_norm": 0.0073850443586707115, + "learning_rate": 8.56682769726248e-06, + "loss": 0.0001, + "step": 2370 + }, + { + "epoch": 33.00676328502416, + "grad_norm": 0.038754310458898544, + "learning_rate": 8.556092324208267e-06, + "loss": 0.0002, + "step": 2380 + }, + { + "epoch": 33.00676328502416, + "eval_accuracy": 0.7792207792207793, + "eval_loss": 1.2817308902740479, + "eval_runtime": 14.7367, + "eval_samples_per_second": 5.225, + "eval_steps_per_second": 1.357, + "step": 2380 + }, + { + "epoch": 34.00096618357488, + "grad_norm": 0.006986475549638271, + "learning_rate": 8.545356951154053e-06, + "loss": 0.0001, + "step": 2390 + }, + { + "epoch": 34.001932367149756, + "grad_norm": 0.08525365591049194, + "learning_rate": 8.53462157809984e-06, + "loss": 0.1159, + "step": 2400 + }, + { + "epoch": 34.00289855072464, + "grad_norm": 0.005141557659953833, + "learning_rate": 8.523886205045626e-06, + "loss": 0.0209, + "step": 2410 + }, + { + "epoch": 34.00386473429952, + "grad_norm": 0.002347426488995552, + "learning_rate": 8.513150831991412e-06, + "loss": 0.0035, + "step": 2420 + }, + { + "epoch": 34.00483091787439, + "grad_norm": 0.021269038319587708, + "learning_rate": 8.502415458937199e-06, + "loss": 0.0002, + "step": 2430 + }, + { + "epoch": 34.005797101449275, + "grad_norm": 0.0015353817725554109, + "learning_rate": 8.491680085882985e-06, + "loss": 0.0001, + "step": 2440 + }, + { + "epoch": 34.00676328502416, + "grad_norm": 0.002692780690267682, + "learning_rate": 8.480944712828772e-06, + "loss": 0.0001, + "step": 2450 + }, + { + "epoch": 34.00676328502416, + "eval_accuracy": 0.7792207792207793, + "eval_loss": 1.2770259380340576, + "eval_runtime": 14.7085, + "eval_samples_per_second": 5.235, + "eval_steps_per_second": 1.36, + "step": 2450 + }, + { + "epoch": 35.00096618357488, + "grad_norm": 0.0036268895491957664, + "learning_rate": 8.470209339774558e-06, + "loss": 0.0001, + "step": 2460 + }, + { + "epoch": 35.001932367149756, + "grad_norm": 0.02713877335190773, + "learning_rate": 8.459473966720345e-06, + "loss": 0.0001, + "step": 2470 + }, + { + "epoch": 35.00289855072464, + "grad_norm": 0.004495933186262846, + "learning_rate": 8.448738593666131e-06, + "loss": 0.0001, + "step": 2480 + }, + { + "epoch": 35.00386473429952, + "grad_norm": 0.0023365523666143417, + "learning_rate": 8.438003220611916e-06, + "loss": 0.0001, + "step": 2490 + }, + { + "epoch": 35.00483091787439, + "grad_norm": 0.006139947567135096, + "learning_rate": 8.427267847557702e-06, + "loss": 0.0001, + "step": 2500 + }, + { + "epoch": 35.005797101449275, + "grad_norm": 0.3539928197860718, + "learning_rate": 8.416532474503489e-06, + "loss": 0.0001, + "step": 2510 + }, + { + "epoch": 35.00676328502416, + "grad_norm": 0.006096704863011837, + "learning_rate": 8.405797101449275e-06, + "loss": 0.0001, + "step": 2520 + }, + { + "epoch": 35.00676328502416, + "eval_accuracy": 0.7922077922077922, + "eval_loss": 1.2778986692428589, + "eval_runtime": 14.4303, + "eval_samples_per_second": 5.336, + "eval_steps_per_second": 1.386, + "step": 2520 + }, + { + "epoch": 36.00096618357488, + "grad_norm": 0.0016143172979354858, + "learning_rate": 8.395061728395062e-06, + "loss": 0.0001, + "step": 2530 + }, + { + "epoch": 36.001932367149756, + "grad_norm": 0.004879065323621035, + "learning_rate": 8.384326355340848e-06, + "loss": 0.0001, + "step": 2540 + }, + { + "epoch": 36.00289855072464, + "grad_norm": 0.002586913527920842, + "learning_rate": 8.373590982286636e-06, + "loss": 0.0001, + "step": 2550 + }, + { + "epoch": 36.00386473429952, + "grad_norm": 0.011908585205674171, + "learning_rate": 8.362855609232423e-06, + "loss": 0.0001, + "step": 2560 + }, + { + "epoch": 36.00483091787439, + "grad_norm": 0.002101797377690673, + "learning_rate": 8.352120236178209e-06, + "loss": 0.0005, + "step": 2570 + }, + { + "epoch": 36.005797101449275, + "grad_norm": 0.33965930342674255, + "learning_rate": 8.341384863123994e-06, + "loss": 0.1018, + "step": 2580 + }, + { + "epoch": 36.00676328502416, + "grad_norm": 0.0029156110249459743, + "learning_rate": 8.33064949006978e-06, + "loss": 0.0001, + "step": 2590 + }, + { + "epoch": 36.00676328502416, + "eval_accuracy": 0.7792207792207793, + "eval_loss": 1.3971278667449951, + "eval_runtime": 14.5016, + "eval_samples_per_second": 5.31, + "eval_steps_per_second": 1.379, + "step": 2590 + }, + { + "epoch": 37.00096618357488, + "grad_norm": 160.6613311767578, + "learning_rate": 8.319914117015567e-06, + "loss": 0.0107, + "step": 2600 + }, + { + "epoch": 37.001932367149756, + "grad_norm": 0.001831389730796218, + "learning_rate": 8.309178743961353e-06, + "loss": 0.0021, + "step": 2610 + }, + { + "epoch": 37.00289855072464, + "grad_norm": 0.0028115217573940754, + "learning_rate": 8.29844337090714e-06, + "loss": 0.0002, + "step": 2620 + }, + { + "epoch": 37.00386473429952, + "grad_norm": 100.3589859008789, + "learning_rate": 8.287707997852926e-06, + "loss": 0.1948, + "step": 2630 + }, + { + "epoch": 37.00483091787439, + "grad_norm": 0.0055212159641087055, + "learning_rate": 8.276972624798713e-06, + "loss": 0.0035, + "step": 2640 + }, + { + "epoch": 37.005797101449275, + "grad_norm": 0.0011701483745127916, + "learning_rate": 8.266237251744499e-06, + "loss": 0.0058, + "step": 2650 + }, + { + "epoch": 37.00676328502416, + "grad_norm": 0.0021236445754766464, + "learning_rate": 8.255501878690286e-06, + "loss": 0.0001, + "step": 2660 + }, + { + "epoch": 37.00676328502416, + "eval_accuracy": 0.8181818181818182, + "eval_loss": 1.126293420791626, + "eval_runtime": 14.5035, + "eval_samples_per_second": 5.309, + "eval_steps_per_second": 1.379, + "step": 2660 + }, + { + "epoch": 38.00096618357488, + "grad_norm": 0.002591678872704506, + "learning_rate": 8.244766505636072e-06, + "loss": 0.0001, + "step": 2670 + }, + { + "epoch": 38.001932367149756, + "grad_norm": 0.002082381397485733, + "learning_rate": 8.234031132581858e-06, + "loss": 0.0001, + "step": 2680 + }, + { + "epoch": 38.00289855072464, + "grad_norm": 0.0038508835714310408, + "learning_rate": 8.223295759527645e-06, + "loss": 0.1384, + "step": 2690 + }, + { + "epoch": 38.00386473429952, + "grad_norm": 0.0028780594002455473, + "learning_rate": 8.212560386473431e-06, + "loss": 0.0001, + "step": 2700 + }, + { + "epoch": 38.00483091787439, + "grad_norm": 0.0069783455692231655, + "learning_rate": 8.201825013419216e-06, + "loss": 0.0194, + "step": 2710 + }, + { + "epoch": 38.005797101449275, + "grad_norm": 0.0021866625174880028, + "learning_rate": 8.191089640365003e-06, + "loss": 0.0001, + "step": 2720 + }, + { + "epoch": 38.00676328502416, + "grad_norm": 0.002578013576567173, + "learning_rate": 8.180354267310789e-06, + "loss": 0.0001, + "step": 2730 + }, + { + "epoch": 38.00676328502416, + "eval_accuracy": 0.8181818181818182, + "eval_loss": 1.1232645511627197, + "eval_runtime": 14.7179, + "eval_samples_per_second": 5.232, + "eval_steps_per_second": 1.359, + "step": 2730 + }, + { + "epoch": 39.00096618357488, + "grad_norm": 0.003141900757327676, + "learning_rate": 8.169618894256575e-06, + "loss": 0.0001, + "step": 2740 + }, + { + "epoch": 39.001932367149756, + "grad_norm": 0.004278377164155245, + "learning_rate": 8.158883521202362e-06, + "loss": 0.1379, + "step": 2750 + }, + { + "epoch": 39.00289855072464, + "grad_norm": 0.0016402786131948233, + "learning_rate": 8.148148148148148e-06, + "loss": 0.1475, + "step": 2760 + }, + { + "epoch": 39.00386473429952, + "grad_norm": 0.1566852182149887, + "learning_rate": 8.137412775093935e-06, + "loss": 0.3523, + "step": 2770 + }, + { + "epoch": 39.00483091787439, + "grad_norm": 0.0037191323935985565, + "learning_rate": 8.126677402039721e-06, + "loss": 0.2542, + "step": 2780 + }, + { + "epoch": 39.005797101449275, + "grad_norm": 0.0030009618494659662, + "learning_rate": 8.115942028985508e-06, + "loss": 0.0003, + "step": 2790 + }, + { + "epoch": 39.00676328502416, + "grad_norm": 0.0024690297432243824, + "learning_rate": 8.105206655931294e-06, + "loss": 0.0675, + "step": 2800 + }, + { + "epoch": 39.00676328502416, + "eval_accuracy": 0.7662337662337663, + "eval_loss": 1.4884586334228516, + "eval_runtime": 15.941, + "eval_samples_per_second": 4.83, + "eval_steps_per_second": 1.255, + "step": 2800 + }, + { + "epoch": 40.00096618357488, + "grad_norm": 0.00310198194347322, + "learning_rate": 8.09447128287708e-06, + "loss": 0.0029, + "step": 2810 + }, + { + "epoch": 40.001932367149756, + "grad_norm": 0.02491198293864727, + "learning_rate": 8.083735909822867e-06, + "loss": 0.0004, + "step": 2820 + }, + { + "epoch": 40.00289855072464, + "grad_norm": 0.0024280883371829987, + "learning_rate": 8.073000536768653e-06, + "loss": 0.0016, + "step": 2830 + }, + { + "epoch": 40.00386473429952, + "grad_norm": 39.02526092529297, + "learning_rate": 8.06226516371444e-06, + "loss": 0.2267, + "step": 2840 + }, + { + "epoch": 40.00483091787439, + "grad_norm": 0.007119787856936455, + "learning_rate": 8.051529790660226e-06, + "loss": 0.1246, + "step": 2850 + }, + { + "epoch": 40.005797101449275, + "grad_norm": 0.0054905591532588005, + "learning_rate": 8.040794417606013e-06, + "loss": 0.0002, + "step": 2860 + }, + { + "epoch": 40.00676328502416, + "grad_norm": 0.003688159631565213, + "learning_rate": 8.0300590445518e-06, + "loss": 0.0002, + "step": 2870 + }, + { + "epoch": 40.00676328502416, + "eval_accuracy": 0.7012987012987013, + "eval_loss": 1.8405940532684326, + "eval_runtime": 38.4778, + "eval_samples_per_second": 2.001, + "eval_steps_per_second": 0.52, + "step": 2870 + }, + { + "epoch": 41.00096618357488, + "grad_norm": 0.0019798579160124063, + "learning_rate": 8.019323671497586e-06, + "loss": 0.0001, + "step": 2880 + }, + { + "epoch": 41.001932367149756, + "grad_norm": 0.011942965909838676, + "learning_rate": 8.008588298443372e-06, + "loss": 0.0002, + "step": 2890 + }, + { + "epoch": 41.00289855072464, + "grad_norm": 0.0018374843057245016, + "learning_rate": 7.997852925389159e-06, + "loss": 0.0003, + "step": 2900 + }, + { + "epoch": 41.00386473429952, + "grad_norm": 0.0034626899287104607, + "learning_rate": 7.987117552334945e-06, + "loss": 0.0001, + "step": 2910 + }, + { + "epoch": 41.00483091787439, + "grad_norm": 0.0038331467658281326, + "learning_rate": 7.97638217928073e-06, + "loss": 0.0001, + "step": 2920 + }, + { + "epoch": 41.005797101449275, + "grad_norm": 0.0017002819804474711, + "learning_rate": 7.965646806226516e-06, + "loss": 0.0002, + "step": 2930 + }, + { + "epoch": 41.00676328502416, + "grad_norm": 0.0059528648853302, + "learning_rate": 7.954911433172303e-06, + "loss": 0.0001, + "step": 2940 + }, + { + "epoch": 41.00676328502416, + "eval_accuracy": 0.7532467532467533, + "eval_loss": 1.9084670543670654, + "eval_runtime": 15.0568, + "eval_samples_per_second": 5.114, + "eval_steps_per_second": 1.328, + "step": 2940 + }, + { + "epoch": 42.00096618357488, + "grad_norm": 0.0026344398502260447, + "learning_rate": 7.94417606011809e-06, + "loss": 0.0001, + "step": 2950 + }, + { + "epoch": 42.001932367149756, + "grad_norm": 0.0017737130401656032, + "learning_rate": 7.933440687063876e-06, + "loss": 0.0001, + "step": 2960 + }, + { + "epoch": 42.00289855072464, + "grad_norm": 222.6859588623047, + "learning_rate": 7.922705314009662e-06, + "loss": 0.179, + "step": 2970 + }, + { + "epoch": 42.00386473429952, + "grad_norm": 0.022273195907473564, + "learning_rate": 7.911969940955449e-06, + "loss": 0.1046, + "step": 2980 + }, + { + "epoch": 42.00483091787439, + "grad_norm": 0.02884945087134838, + "learning_rate": 7.901234567901235e-06, + "loss": 0.0018, + "step": 2990 + }, + { + "epoch": 42.005797101449275, + "grad_norm": 1.2516549825668335, + "learning_rate": 7.890499194847021e-06, + "loss": 0.6459, + "step": 3000 + }, + { + "epoch": 42.00676328502416, + "grad_norm": 0.2831589877605438, + "learning_rate": 7.879763821792808e-06, + "loss": 0.0005, + "step": 3010 + }, + { + "epoch": 42.00676328502416, + "eval_accuracy": 0.7142857142857143, + "eval_loss": 1.9380286931991577, + "eval_runtime": 15.4466, + "eval_samples_per_second": 4.985, + "eval_steps_per_second": 1.295, + "step": 3010 + }, + { + "epoch": 43.00096618357488, + "grad_norm": 0.00937322061508894, + "learning_rate": 7.869028448738594e-06, + "loss": 0.4209, + "step": 3020 + }, + { + "epoch": 43.001932367149756, + "grad_norm": 5.275388717651367, + "learning_rate": 7.85829307568438e-06, + "loss": 0.1863, + "step": 3030 + }, + { + "epoch": 43.00289855072464, + "grad_norm": 0.0025148040149360895, + "learning_rate": 7.847557702630167e-06, + "loss": 0.0002, + "step": 3040 + }, + { + "epoch": 43.00386473429952, + "grad_norm": 0.011758288368582726, + "learning_rate": 7.836822329575954e-06, + "loss": 0.0002, + "step": 3050 + }, + { + "epoch": 43.00483091787439, + "grad_norm": 145.53335571289062, + "learning_rate": 7.82608695652174e-06, + "loss": 0.2425, + "step": 3060 + }, + { + "epoch": 43.005797101449275, + "grad_norm": 0.005929389502853155, + "learning_rate": 7.815351583467527e-06, + "loss": 0.179, + "step": 3070 + }, + { + "epoch": 43.00676328502416, + "grad_norm": 0.00786946527659893, + "learning_rate": 7.804616210413313e-06, + "loss": 0.1589, + "step": 3080 + }, + { + "epoch": 43.00676328502416, + "eval_accuracy": 0.8311688311688312, + "eval_loss": 0.9673866033554077, + "eval_runtime": 16.8427, + "eval_samples_per_second": 4.572, + "eval_steps_per_second": 1.187, + "step": 3080 + }, + { + "epoch": 44.00096618357488, + "grad_norm": 0.005430703517049551, + "learning_rate": 7.7938808373591e-06, + "loss": 0.0002, + "step": 3090 + }, + { + "epoch": 44.001932367149756, + "grad_norm": 4.347066879272461, + "learning_rate": 7.783145464304886e-06, + "loss": 0.0009, + "step": 3100 + }, + { + "epoch": 44.00289855072464, + "grad_norm": 0.014723542146384716, + "learning_rate": 7.772410091250672e-06, + "loss": 0.0006, + "step": 3110 + }, + { + "epoch": 44.00386473429952, + "grad_norm": 289.0671691894531, + "learning_rate": 7.761674718196459e-06, + "loss": 0.2869, + "step": 3120 + }, + { + "epoch": 44.00483091787439, + "grad_norm": 0.0035440954379737377, + "learning_rate": 7.750939345142244e-06, + "loss": 0.0001, + "step": 3130 + }, + { + "epoch": 44.005797101449275, + "grad_norm": 0.0034120541531592607, + "learning_rate": 7.74020397208803e-06, + "loss": 0.2225, + "step": 3140 + }, + { + "epoch": 44.00676328502416, + "grad_norm": 0.007564049679785967, + "learning_rate": 7.729468599033817e-06, + "loss": 0.0001, + "step": 3150 + }, + { + "epoch": 44.00676328502416, + "eval_accuracy": 0.7402597402597403, + "eval_loss": 1.5574208498001099, + "eval_runtime": 15.8522, + "eval_samples_per_second": 4.857, + "eval_steps_per_second": 1.262, + "step": 3150 + }, + { + "epoch": 45.00096618357488, + "grad_norm": 0.013103250414133072, + "learning_rate": 7.718733225979603e-06, + "loss": 0.0063, + "step": 3160 + }, + { + "epoch": 45.001932367149756, + "grad_norm": 0.010216855444014072, + "learning_rate": 7.70799785292539e-06, + "loss": 0.2025, + "step": 3170 + }, + { + "epoch": 45.00289855072464, + "grad_norm": 0.004929398186504841, + "learning_rate": 7.697262479871176e-06, + "loss": 0.4529, + "step": 3180 + }, + { + "epoch": 45.00386473429952, + "grad_norm": 48.59390640258789, + "learning_rate": 7.686527106816962e-06, + "loss": 0.1994, + "step": 3190 + }, + { + "epoch": 45.00483091787439, + "grad_norm": 0.003639970440417528, + "learning_rate": 7.675791733762749e-06, + "loss": 0.0002, + "step": 3200 + }, + { + "epoch": 45.005797101449275, + "grad_norm": 0.007403469644486904, + "learning_rate": 7.665056360708535e-06, + "loss": 0.0121, + "step": 3210 + }, + { + "epoch": 45.00676328502416, + "grad_norm": 0.0292381439357996, + "learning_rate": 7.654320987654322e-06, + "loss": 0.0353, + "step": 3220 + }, + { + "epoch": 45.00676328502416, + "eval_accuracy": 0.8311688311688312, + "eval_loss": 1.1688188314437866, + "eval_runtime": 16.7449, + "eval_samples_per_second": 4.598, + "eval_steps_per_second": 1.194, + "step": 3220 + }, + { + "epoch": 46.00096618357488, + "grad_norm": 0.4787992238998413, + "learning_rate": 7.643585614600108e-06, + "loss": 0.0008, + "step": 3230 + }, + { + "epoch": 46.001932367149756, + "grad_norm": 0.006452680099755526, + "learning_rate": 7.632850241545895e-06, + "loss": 0.2781, + "step": 3240 + }, + { + "epoch": 46.00289855072464, + "grad_norm": 0.003960897680372, + "learning_rate": 7.622114868491681e-06, + "loss": 0.0366, + "step": 3250 + }, + { + "epoch": 46.00386473429952, + "grad_norm": 0.0023400746285915375, + "learning_rate": 7.6113794954374675e-06, + "loss": 0.0001, + "step": 3260 + }, + { + "epoch": 46.00483091787439, + "grad_norm": 0.015635930001735687, + "learning_rate": 7.600644122383254e-06, + "loss": 0.0001, + "step": 3270 + }, + { + "epoch": 46.005797101449275, + "grad_norm": 0.002309344243258238, + "learning_rate": 7.58990874932904e-06, + "loss": 0.0001, + "step": 3280 + }, + { + "epoch": 46.00676328502416, + "grad_norm": 0.0033812953624874353, + "learning_rate": 7.579173376274827e-06, + "loss": 0.0001, + "step": 3290 + }, + { + "epoch": 46.00676328502416, + "eval_accuracy": 0.7142857142857143, + "eval_loss": 1.7684170007705688, + "eval_runtime": 16.1588, + "eval_samples_per_second": 4.765, + "eval_steps_per_second": 1.238, + "step": 3290 + }, + { + "epoch": 47.00096618357488, + "grad_norm": 0.004736083559691906, + "learning_rate": 7.568438003220613e-06, + "loss": 0.0001, + "step": 3300 + }, + { + "epoch": 47.001932367149756, + "grad_norm": 0.0027902736328542233, + "learning_rate": 7.557702630166399e-06, + "loss": 0.0001, + "step": 3310 + }, + { + "epoch": 47.00289855072464, + "grad_norm": 0.0036582525353878736, + "learning_rate": 7.546967257112185e-06, + "loss": 0.0001, + "step": 3320 + }, + { + "epoch": 47.00386473429952, + "grad_norm": 0.002314971061423421, + "learning_rate": 7.536231884057972e-06, + "loss": 0.0001, + "step": 3330 + }, + { + "epoch": 47.00483091787439, + "grad_norm": 231.95797729492188, + "learning_rate": 7.525496511003758e-06, + "loss": 0.0304, + "step": 3340 + }, + { + "epoch": 47.005797101449275, + "grad_norm": 9.556648254394531, + "learning_rate": 7.514761137949545e-06, + "loss": 0.1891, + "step": 3350 + }, + { + "epoch": 47.00676328502416, + "grad_norm": 0.08842357248067856, + "learning_rate": 7.504025764895331e-06, + "loss": 0.0002, + "step": 3360 + }, + { + "epoch": 47.00676328502416, + "eval_accuracy": 0.7792207792207793, + "eval_loss": 1.3363182544708252, + "eval_runtime": 14.464, + "eval_samples_per_second": 5.324, + "eval_steps_per_second": 1.383, + "step": 3360 + }, + { + "epoch": 48.00096618357488, + "grad_norm": 0.0023621630389243364, + "learning_rate": 7.493290391841117e-06, + "loss": 0.0051, + "step": 3370 + }, + { + "epoch": 48.001932367149756, + "grad_norm": 0.0059842816554009914, + "learning_rate": 7.482555018786903e-06, + "loss": 0.0001, + "step": 3380 + }, + { + "epoch": 48.00289855072464, + "grad_norm": 0.016945144161581993, + "learning_rate": 7.47181964573269e-06, + "loss": 0.0014, + "step": 3390 + }, + { + "epoch": 48.00386473429952, + "grad_norm": 0.014096066355705261, + "learning_rate": 7.461084272678476e-06, + "loss": 0.214, + "step": 3400 + }, + { + "epoch": 48.00483091787439, + "grad_norm": 0.0021912576630711555, + "learning_rate": 7.4503488996242625e-06, + "loss": 0.0001, + "step": 3410 + }, + { + "epoch": 48.005797101449275, + "grad_norm": 0.00600380590185523, + "learning_rate": 7.439613526570049e-06, + "loss": 0.0001, + "step": 3420 + }, + { + "epoch": 48.00676328502416, + "grad_norm": 0.013205859810113907, + "learning_rate": 7.428878153515835e-06, + "loss": 0.1237, + "step": 3430 + }, + { + "epoch": 48.00676328502416, + "eval_accuracy": 0.7922077922077922, + "eval_loss": 1.2230392694473267, + "eval_runtime": 14.5301, + "eval_samples_per_second": 5.299, + "eval_steps_per_second": 1.376, + "step": 3430 + }, + { + "epoch": 49.00096618357488, + "grad_norm": 0.002923307241871953, + "learning_rate": 7.418142780461621e-06, + "loss": 0.0003, + "step": 3440 + }, + { + "epoch": 49.001932367149756, + "grad_norm": 0.07183127850294113, + "learning_rate": 7.4074074074074075e-06, + "loss": 0.0009, + "step": 3450 + }, + { + "epoch": 49.00289855072464, + "grad_norm": 0.01003690529614687, + "learning_rate": 7.396672034353194e-06, + "loss": 0.0001, + "step": 3460 + }, + { + "epoch": 49.00386473429952, + "grad_norm": 0.003056786023080349, + "learning_rate": 7.38593666129898e-06, + "loss": 0.0081, + "step": 3470 + }, + { + "epoch": 49.00483091787439, + "grad_norm": 0.0015192265855148435, + "learning_rate": 7.375201288244767e-06, + "loss": 0.0001, + "step": 3480 + }, + { + "epoch": 49.005797101449275, + "grad_norm": 0.005432800389826298, + "learning_rate": 7.364465915190554e-06, + "loss": 0.0001, + "step": 3490 + }, + { + "epoch": 49.00676328502416, + "grad_norm": 0.002280445536598563, + "learning_rate": 7.353730542136341e-06, + "loss": 0.0001, + "step": 3500 + }, + { + "epoch": 49.00676328502416, + "eval_accuracy": 0.7792207792207793, + "eval_loss": 1.4665330648422241, + "eval_runtime": 14.8215, + "eval_samples_per_second": 5.195, + "eval_steps_per_second": 1.349, + "step": 3500 + }, + { + "epoch": 50.00096618357488, + "grad_norm": 0.0026954906061291695, + "learning_rate": 7.342995169082127e-06, + "loss": 0.0001, + "step": 3510 + }, + { + "epoch": 50.001932367149756, + "grad_norm": 0.007547179237008095, + "learning_rate": 7.332259796027913e-06, + "loss": 0.0001, + "step": 3520 + }, + { + "epoch": 50.00289855072464, + "grad_norm": 0.0018638098845258355, + "learning_rate": 7.321524422973699e-06, + "loss": 0.0001, + "step": 3530 + }, + { + "epoch": 50.00386473429952, + "grad_norm": 0.00512617826461792, + "learning_rate": 7.3107890499194855e-06, + "loss": 0.0001, + "step": 3540 + }, + { + "epoch": 50.00483091787439, + "grad_norm": 0.001102678943425417, + "learning_rate": 7.300053676865272e-06, + "loss": 0.0001, + "step": 3550 + }, + { + "epoch": 50.005797101449275, + "grad_norm": 0.008461062796413898, + "learning_rate": 7.2893183038110584e-06, + "loss": 0.0001, + "step": 3560 + }, + { + "epoch": 50.00676328502416, + "grad_norm": 0.006839872803539038, + "learning_rate": 7.278582930756845e-06, + "loss": 0.0, + "step": 3570 + }, + { + "epoch": 50.00676328502416, + "eval_accuracy": 0.7662337662337663, + "eval_loss": 1.5471916198730469, + "eval_runtime": 14.9136, + "eval_samples_per_second": 5.163, + "eval_steps_per_second": 1.341, + "step": 3570 + }, + { + "epoch": 51.00096618357488, + "grad_norm": 0.0022453684359788895, + "learning_rate": 7.2678475577026305e-06, + "loss": 0.0001, + "step": 3580 + }, + { + "epoch": 51.001932367149756, + "grad_norm": 0.004750104621052742, + "learning_rate": 7.257112184648417e-06, + "loss": 0.0001, + "step": 3590 + }, + { + "epoch": 51.00289855072464, + "grad_norm": 0.001577241811901331, + "learning_rate": 7.246376811594203e-06, + "loss": 0.0001, + "step": 3600 + }, + { + "epoch": 51.00386473429952, + "grad_norm": 0.001378105953335762, + "learning_rate": 7.23564143853999e-06, + "loss": 0.0002, + "step": 3610 + }, + { + "epoch": 51.00483091787439, + "grad_norm": 0.007165323477238417, + "learning_rate": 7.224906065485776e-06, + "loss": 0.0001, + "step": 3620 + }, + { + "epoch": 51.005797101449275, + "grad_norm": 0.002125757047906518, + "learning_rate": 7.214170692431563e-06, + "loss": 0.1188, + "step": 3630 + }, + { + "epoch": 51.00676328502416, + "grad_norm": 1.5844531059265137, + "learning_rate": 7.203435319377348e-06, + "loss": 0.1479, + "step": 3640 + }, + { + "epoch": 51.00676328502416, + "eval_accuracy": 0.7272727272727273, + "eval_loss": 2.3368756771087646, + "eval_runtime": 14.6055, + "eval_samples_per_second": 5.272, + "eval_steps_per_second": 1.369, + "step": 3640 + }, + { + "epoch": 52.00096618357488, + "grad_norm": 0.0030117840506136417, + "learning_rate": 7.192699946323135e-06, + "loss": 0.0001, + "step": 3650 + }, + { + "epoch": 52.001932367149756, + "grad_norm": 0.0017524833092465997, + "learning_rate": 7.181964573268921e-06, + "loss": 0.0001, + "step": 3660 + }, + { + "epoch": 52.00289855072464, + "grad_norm": 0.002778457012027502, + "learning_rate": 7.171229200214708e-06, + "loss": 0.0001, + "step": 3670 + }, + { + "epoch": 52.00386473429952, + "grad_norm": 333.92315673828125, + "learning_rate": 7.160493827160494e-06, + "loss": 0.0826, + "step": 3680 + }, + { + "epoch": 52.00483091787439, + "grad_norm": 0.0024222638458013535, + "learning_rate": 7.149758454106281e-06, + "loss": 0.0297, + "step": 3690 + }, + { + "epoch": 52.005797101449275, + "grad_norm": 0.0016652902122586966, + "learning_rate": 7.139023081052067e-06, + "loss": 0.0707, + "step": 3700 + }, + { + "epoch": 52.00676328502416, + "grad_norm": 0.00755368173122406, + "learning_rate": 7.128287707997853e-06, + "loss": 0.0001, + "step": 3710 + }, + { + "epoch": 52.00676328502416, + "eval_accuracy": 0.6753246753246753, + "eval_loss": 2.2529079914093018, + "eval_runtime": 14.6501, + "eval_samples_per_second": 5.256, + "eval_steps_per_second": 1.365, + "step": 3710 + }, + { + "epoch": 53.00096618357488, + "grad_norm": 0.0013488616095855832, + "learning_rate": 7.117552334943641e-06, + "loss": 0.0001, + "step": 3720 + }, + { + "epoch": 53.001932367149756, + "grad_norm": 0.0027625716757029295, + "learning_rate": 7.106816961889426e-06, + "loss": 0.0001, + "step": 3730 + }, + { + "epoch": 53.00289855072464, + "grad_norm": 0.0010352464159950614, + "learning_rate": 7.096081588835213e-06, + "loss": 0.0, + "step": 3740 + }, + { + "epoch": 53.00386473429952, + "grad_norm": 0.002267819829285145, + "learning_rate": 7.085346215780999e-06, + "loss": 0.2287, + "step": 3750 + }, + { + "epoch": 53.00483091787439, + "grad_norm": 0.0032848615664988756, + "learning_rate": 7.074610842726786e-06, + "loss": 0.0001, + "step": 3760 + }, + { + "epoch": 53.005797101449275, + "grad_norm": 0.0024115026462823153, + "learning_rate": 7.063875469672572e-06, + "loss": 0.0001, + "step": 3770 + }, + { + "epoch": 53.00676328502416, + "grad_norm": 0.0190240778028965, + "learning_rate": 7.053140096618359e-06, + "loss": 0.1081, + "step": 3780 + }, + { + "epoch": 53.00676328502416, + "eval_accuracy": 0.7272727272727273, + "eval_loss": 1.4744716882705688, + "eval_runtime": 14.7059, + "eval_samples_per_second": 5.236, + "eval_steps_per_second": 1.36, + "step": 3780 + }, + { + "epoch": 54.00096618357488, + "grad_norm": 0.011739949695765972, + "learning_rate": 7.042404723564144e-06, + "loss": 0.0001, + "step": 3790 + }, + { + "epoch": 54.001932367149756, + "grad_norm": 0.001719196210615337, + "learning_rate": 7.031669350509931e-06, + "loss": 0.0004, + "step": 3800 + }, + { + "epoch": 54.00289855072464, + "grad_norm": 379.4192810058594, + "learning_rate": 7.020933977455717e-06, + "loss": 0.1521, + "step": 3810 + }, + { + "epoch": 54.00386473429952, + "grad_norm": 0.003941697999835014, + "learning_rate": 7.010198604401504e-06, + "loss": 0.0015, + "step": 3820 + }, + { + "epoch": 54.00483091787439, + "grad_norm": 0.002875625155866146, + "learning_rate": 6.99946323134729e-06, + "loss": 0.0561, + "step": 3830 + }, + { + "epoch": 54.005797101449275, + "grad_norm": 0.0037783801089972258, + "learning_rate": 6.9887278582930765e-06, + "loss": 0.0001, + "step": 3840 + }, + { + "epoch": 54.00676328502416, + "grad_norm": 0.0007094612810760736, + "learning_rate": 6.977992485238862e-06, + "loss": 0.0002, + "step": 3850 + }, + { + "epoch": 54.00676328502416, + "eval_accuracy": 0.7402597402597403, + "eval_loss": 1.581336498260498, + "eval_runtime": 14.5929, + "eval_samples_per_second": 5.277, + "eval_steps_per_second": 1.371, + "step": 3850 + }, + { + "epoch": 55.00096618357488, + "grad_norm": 0.0009815659141167998, + "learning_rate": 6.9672571121846486e-06, + "loss": 0.0, + "step": 3860 + }, + { + "epoch": 55.001932367149756, + "grad_norm": 0.0013574979966506362, + "learning_rate": 6.956521739130435e-06, + "loss": 0.0001, + "step": 3870 + }, + { + "epoch": 55.00289855072464, + "grad_norm": 335.1041259765625, + "learning_rate": 6.9457863660762215e-06, + "loss": 0.1636, + "step": 3880 + }, + { + "epoch": 55.00386473429952, + "grad_norm": 0.010944723151624203, + "learning_rate": 6.935050993022008e-06, + "loss": 0.0001, + "step": 3890 + }, + { + "epoch": 55.00483091787439, + "grad_norm": 0.0034687011502683163, + "learning_rate": 6.924315619967794e-06, + "loss": 0.092, + "step": 3900 + }, + { + "epoch": 55.005797101449275, + "grad_norm": 0.0015824460424482822, + "learning_rate": 6.913580246913581e-06, + "loss": 0.0001, + "step": 3910 + }, + { + "epoch": 55.00676328502416, + "grad_norm": 0.001366764772683382, + "learning_rate": 6.9028448738593664e-06, + "loss": 0.0119, + "step": 3920 + }, + { + "epoch": 55.00676328502416, + "eval_accuracy": 0.7662337662337663, + "eval_loss": 1.6006883382797241, + "eval_runtime": 14.4536, + "eval_samples_per_second": 5.327, + "eval_steps_per_second": 1.384, + "step": 3920 + }, + { + "epoch": 56.00096618357488, + "grad_norm": 0.0016056658932939172, + "learning_rate": 6.892109500805153e-06, + "loss": 0.0647, + "step": 3930 + }, + { + "epoch": 56.001932367149756, + "grad_norm": 0.0010164413833990693, + "learning_rate": 6.881374127750939e-06, + "loss": 0.0018, + "step": 3940 + }, + { + "epoch": 56.00289855072464, + "grad_norm": 0.0008678404265083373, + "learning_rate": 6.870638754696727e-06, + "loss": 0.0, + "step": 3950 + }, + { + "epoch": 56.00386473429952, + "grad_norm": 0.0008416047203354537, + "learning_rate": 6.859903381642513e-06, + "loss": 0.1129, + "step": 3960 + }, + { + "epoch": 56.00483091787439, + "grad_norm": 0.010661150328814983, + "learning_rate": 6.8491680085882995e-06, + "loss": 0.0004, + "step": 3970 + }, + { + "epoch": 56.005797101449275, + "grad_norm": 0.0018914261600002646, + "learning_rate": 6.838432635534086e-06, + "loss": 0.0442, + "step": 3980 + }, + { + "epoch": 56.00676328502416, + "grad_norm": 0.007342246826738119, + "learning_rate": 6.8276972624798724e-06, + "loss": 0.1478, + "step": 3990 + }, + { + "epoch": 56.00676328502416, + "eval_accuracy": 0.7142857142857143, + "eval_loss": 2.3310229778289795, + "eval_runtime": 14.3306, + "eval_samples_per_second": 5.373, + "eval_steps_per_second": 1.396, + "step": 3990 + }, + { + "epoch": 57.00096618357488, + "grad_norm": 0.003021875163540244, + "learning_rate": 6.816961889425658e-06, + "loss": 0.0082, + "step": 4000 + }, + { + "epoch": 57.001932367149756, + "grad_norm": 0.0016037713503465056, + "learning_rate": 6.8062265163714445e-06, + "loss": 0.0011, + "step": 4010 + }, + { + "epoch": 57.00289855072464, + "grad_norm": 0.0027177485171705484, + "learning_rate": 6.795491143317231e-06, + "loss": 0.2467, + "step": 4020 + }, + { + "epoch": 57.00386473429952, + "grad_norm": 0.0009143136558122933, + "learning_rate": 6.784755770263017e-06, + "loss": 0.0537, + "step": 4030 + }, + { + "epoch": 57.00483091787439, + "grad_norm": 0.07625051587820053, + "learning_rate": 6.774020397208804e-06, + "loss": 0.2509, + "step": 4040 + }, + { + "epoch": 57.005797101449275, + "grad_norm": 0.0012727385619655252, + "learning_rate": 6.76328502415459e-06, + "loss": 0.001, + "step": 4050 + }, + { + "epoch": 57.00676328502416, + "grad_norm": 0.009039295837283134, + "learning_rate": 6.752549651100376e-06, + "loss": 0.0001, + "step": 4060 + }, + { + "epoch": 57.00676328502416, + "eval_accuracy": 0.8051948051948052, + "eval_loss": 1.4787706136703491, + "eval_runtime": 14.4009, + "eval_samples_per_second": 5.347, + "eval_steps_per_second": 1.389, + "step": 4060 + }, + { + "epoch": 58.00096618357488, + "grad_norm": 0.001038399524986744, + "learning_rate": 6.741814278046162e-06, + "loss": 0.0001, + "step": 4070 + }, + { + "epoch": 58.001932367149756, + "grad_norm": 0.0029470643494278193, + "learning_rate": 6.731078904991949e-06, + "loss": 0.1885, + "step": 4080 + }, + { + "epoch": 58.00289855072464, + "grad_norm": 0.19380953907966614, + "learning_rate": 6.720343531937735e-06, + "loss": 0.0001, + "step": 4090 + }, + { + "epoch": 58.00386473429952, + "grad_norm": 0.0030477980617433786, + "learning_rate": 6.709608158883522e-06, + "loss": 0.0002, + "step": 4100 + }, + { + "epoch": 58.00483091787439, + "grad_norm": 0.0017886882415041327, + "learning_rate": 6.698872785829308e-06, + "loss": 0.0001, + "step": 4110 + }, + { + "epoch": 58.005797101449275, + "grad_norm": 0.004812142346054316, + "learning_rate": 6.688137412775095e-06, + "loss": 0.0001, + "step": 4120 + }, + { + "epoch": 58.00676328502416, + "grad_norm": 0.0009715890046209097, + "learning_rate": 6.67740203972088e-06, + "loss": 0.0001, + "step": 4130 + }, + { + "epoch": 58.00676328502416, + "eval_accuracy": 0.8441558441558441, + "eval_loss": 1.185050129890442, + "eval_runtime": 14.7015, + "eval_samples_per_second": 5.238, + "eval_steps_per_second": 1.36, + "step": 4130 + }, + { + "epoch": 59.00096618357488, + "grad_norm": 0.0017103978898376226, + "learning_rate": 6.666666666666667e-06, + "loss": 0.0, + "step": 4140 + }, + { + "epoch": 59.001932367149756, + "grad_norm": 0.002025015652179718, + "learning_rate": 6.655931293612453e-06, + "loss": 0.0, + "step": 4150 + }, + { + "epoch": 59.00289855072464, + "grad_norm": 0.01431421097368002, + "learning_rate": 6.6451959205582395e-06, + "loss": 0.0001, + "step": 4160 + }, + { + "epoch": 59.00386473429952, + "grad_norm": 0.0034724946599453688, + "learning_rate": 6.634460547504026e-06, + "loss": 0.0001, + "step": 4170 + }, + { + "epoch": 59.00483091787439, + "grad_norm": 0.0009903705213218927, + "learning_rate": 6.623725174449813e-06, + "loss": 0.0, + "step": 4180 + }, + { + "epoch": 59.005797101449275, + "grad_norm": 0.001704953727312386, + "learning_rate": 6.6129898013956e-06, + "loss": 0.0, + "step": 4190 + }, + { + "epoch": 59.00676328502416, + "grad_norm": 0.001701401430182159, + "learning_rate": 6.602254428341386e-06, + "loss": 0.0001, + "step": 4200 + }, + { + "epoch": 59.00676328502416, + "eval_accuracy": 0.8571428571428571, + "eval_loss": 1.1919652223587036, + "eval_runtime": 15.4843, + "eval_samples_per_second": 4.973, + "eval_steps_per_second": 1.292, + "step": 4200 + }, + { + "epoch": 60.00096618357488, + "grad_norm": 0.0020329791586846113, + "learning_rate": 6.591519055287172e-06, + "loss": 0.0, + "step": 4210 + }, + { + "epoch": 60.001932367149756, + "grad_norm": 0.002356892451643944, + "learning_rate": 6.580783682232958e-06, + "loss": 0.0, + "step": 4220 + }, + { + "epoch": 60.00289855072464, + "grad_norm": 0.0017729549435898662, + "learning_rate": 6.570048309178745e-06, + "loss": 0.0, + "step": 4230 + }, + { + "epoch": 60.00386473429952, + "grad_norm": 0.006136258598417044, + "learning_rate": 6.559312936124531e-06, + "loss": 0.0, + "step": 4240 + }, + { + "epoch": 60.00483091787439, + "grad_norm": 0.0009840623242780566, + "learning_rate": 6.548577563070318e-06, + "loss": 0.0, + "step": 4250 + }, + { + "epoch": 60.005797101449275, + "grad_norm": 0.014522840268909931, + "learning_rate": 6.537842190016104e-06, + "loss": 0.0, + "step": 4260 + }, + { + "epoch": 60.00676328502416, + "grad_norm": 0.0010055291932076216, + "learning_rate": 6.52710681696189e-06, + "loss": 0.0904, + "step": 4270 + }, + { + "epoch": 60.00676328502416, + "eval_accuracy": 0.8311688311688312, + "eval_loss": 1.1857966184616089, + "eval_runtime": 15.6797, + "eval_samples_per_second": 4.911, + "eval_steps_per_second": 1.276, + "step": 4270 + }, + { + "epoch": 61.00096618357488, + "grad_norm": 0.0076795658096671104, + "learning_rate": 6.516371443907676e-06, + "loss": 0.0931, + "step": 4280 + }, + { + "epoch": 61.001932367149756, + "grad_norm": 0.0016425478970631957, + "learning_rate": 6.5056360708534626e-06, + "loss": 0.0, + "step": 4290 + }, + { + "epoch": 61.00289855072464, + "grad_norm": 0.0013257049722597003, + "learning_rate": 6.494900697799249e-06, + "loss": 0.0002, + "step": 4300 + }, + { + "epoch": 61.00386473429952, + "grad_norm": 0.0032681403681635857, + "learning_rate": 6.4841653247450355e-06, + "loss": 0.0004, + "step": 4310 + }, + { + "epoch": 61.00483091787439, + "grad_norm": 355.2313232421875, + "learning_rate": 6.473429951690822e-06, + "loss": 0.1449, + "step": 4320 + }, + { + "epoch": 61.005797101449275, + "grad_norm": 0.0017356682801619172, + "learning_rate": 6.462694578636608e-06, + "loss": 0.0002, + "step": 4330 + }, + { + "epoch": 61.00676328502416, + "grad_norm": 0.007396780885756016, + "learning_rate": 6.451959205582394e-06, + "loss": 0.0001, + "step": 4340 + }, + { + "epoch": 61.00676328502416, + "eval_accuracy": 0.7662337662337663, + "eval_loss": 1.4534144401550293, + "eval_runtime": 15.1151, + "eval_samples_per_second": 5.094, + "eval_steps_per_second": 1.323, + "step": 4340 + }, + { + "epoch": 62.00096618357488, + "grad_norm": 0.0020279129967093468, + "learning_rate": 6.44122383252818e-06, + "loss": 0.0001, + "step": 4350 + }, + { + "epoch": 62.001932367149756, + "grad_norm": 0.0022937143221497536, + "learning_rate": 6.430488459473967e-06, + "loss": 0.0, + "step": 4360 + }, + { + "epoch": 62.00289855072464, + "grad_norm": 0.0018241552170366049, + "learning_rate": 6.419753086419753e-06, + "loss": 0.0001, + "step": 4370 + }, + { + "epoch": 62.00386473429952, + "grad_norm": 0.0027427878230810165, + "learning_rate": 6.40901771336554e-06, + "loss": 0.0008, + "step": 4380 + }, + { + "epoch": 62.00483091787439, + "grad_norm": 159.2539520263672, + "learning_rate": 6.398282340311326e-06, + "loss": 0.2086, + "step": 4390 + }, + { + "epoch": 62.005797101449275, + "grad_norm": 0.0029428687412291765, + "learning_rate": 6.387546967257112e-06, + "loss": 0.0693, + "step": 4400 + }, + { + "epoch": 62.00676328502416, + "grad_norm": 0.0011164512252435088, + "learning_rate": 6.376811594202898e-06, + "loss": 0.0017, + "step": 4410 + }, + { + "epoch": 62.00676328502416, + "eval_accuracy": 0.7792207792207793, + "eval_loss": 1.6715654134750366, + "eval_runtime": 14.8229, + "eval_samples_per_second": 5.195, + "eval_steps_per_second": 1.349, + "step": 4410 + }, + { + "epoch": 63.00096618357488, + "grad_norm": 0.36577680706977844, + "learning_rate": 6.3660762211486856e-06, + "loss": 0.0004, + "step": 4420 + }, + { + "epoch": 63.001932367149756, + "grad_norm": 0.0026161600835621357, + "learning_rate": 6.355340848094472e-06, + "loss": 0.4853, + "step": 4430 + }, + { + "epoch": 63.00289855072464, + "grad_norm": 0.0019047785317525268, + "learning_rate": 6.3446054750402585e-06, + "loss": 0.04, + "step": 4440 + }, + { + "epoch": 63.00386473429952, + "grad_norm": 0.00939449667930603, + "learning_rate": 6.333870101986045e-06, + "loss": 0.0151, + "step": 4450 + }, + { + "epoch": 63.00483091787439, + "grad_norm": 0.0031830815132707357, + "learning_rate": 6.323134728931831e-06, + "loss": 0.0005, + "step": 4460 + }, + { + "epoch": 63.005797101449275, + "grad_norm": 0.0016728241462260485, + "learning_rate": 6.312399355877618e-06, + "loss": 0.0151, + "step": 4470 + }, + { + "epoch": 63.00676328502416, + "grad_norm": 0.03096197545528412, + "learning_rate": 6.301663982823404e-06, + "loss": 0.0001, + "step": 4480 + }, + { + "epoch": 63.00676328502416, + "eval_accuracy": 0.6883116883116883, + "eval_loss": 2.201735019683838, + "eval_runtime": 15.4263, + "eval_samples_per_second": 4.991, + "eval_steps_per_second": 1.296, + "step": 4480 + }, + { + "epoch": 64.00096618357487, + "grad_norm": 0.005010953638702631, + "learning_rate": 6.29092860976919e-06, + "loss": 0.192, + "step": 4490 + }, + { + "epoch": 64.00193236714976, + "grad_norm": 0.0011758300242945552, + "learning_rate": 6.280193236714976e-06, + "loss": 0.0159, + "step": 4500 + }, + { + "epoch": 64.00289855072464, + "grad_norm": 0.010257155634462833, + "learning_rate": 6.269457863660763e-06, + "loss": 0.2044, + "step": 4510 + }, + { + "epoch": 64.00386473429951, + "grad_norm": 0.0021658441983163357, + "learning_rate": 6.258722490606549e-06, + "loss": 0.0001, + "step": 4520 + }, + { + "epoch": 64.0048309178744, + "grad_norm": 0.03462962433695793, + "learning_rate": 6.247987117552336e-06, + "loss": 0.0682, + "step": 4530 + }, + { + "epoch": 64.00579710144928, + "grad_norm": 0.020629707723855972, + "learning_rate": 6.237251744498122e-06, + "loss": 0.3837, + "step": 4540 + }, + { + "epoch": 64.00676328502415, + "grad_norm": 0.1369558870792389, + "learning_rate": 6.226516371443908e-06, + "loss": 0.3407, + "step": 4550 + }, + { + "epoch": 64.00676328502415, + "eval_accuracy": 0.8051948051948052, + "eval_loss": 1.2423864603042603, + "eval_runtime": 15.4244, + "eval_samples_per_second": 4.992, + "eval_steps_per_second": 1.297, + "step": 4550 + }, + { + "epoch": 65.00096618357487, + "grad_norm": 90.10851287841797, + "learning_rate": 6.215780998389694e-06, + "loss": 0.016, + "step": 4560 + }, + { + "epoch": 65.00193236714976, + "grad_norm": 0.003571063280105591, + "learning_rate": 6.205045625335481e-06, + "loss": 0.0371, + "step": 4570 + }, + { + "epoch": 65.00289855072464, + "grad_norm": 0.00869289506226778, + "learning_rate": 6.194310252281267e-06, + "loss": 0.0001, + "step": 4580 + }, + { + "epoch": 65.00386473429951, + "grad_norm": 0.042137209326028824, + "learning_rate": 6.1835748792270535e-06, + "loss": 0.0098, + "step": 4590 + }, + { + "epoch": 65.0048309178744, + "grad_norm": 1.3429404497146606, + "learning_rate": 6.17283950617284e-06, + "loss": 0.0002, + "step": 4600 + }, + { + "epoch": 65.00579710144928, + "grad_norm": 0.009308219887316227, + "learning_rate": 6.162104133118626e-06, + "loss": 0.2129, + "step": 4610 + }, + { + "epoch": 65.00676328502415, + "grad_norm": 0.010884756222367287, + "learning_rate": 6.151368760064412e-06, + "loss": 0.0001, + "step": 4620 + }, + { + "epoch": 65.00676328502415, + "eval_accuracy": 0.7792207792207793, + "eval_loss": 1.5786070823669434, + "eval_runtime": 14.9171, + "eval_samples_per_second": 5.162, + "eval_steps_per_second": 1.341, + "step": 4620 + }, + { + "epoch": 66.00096618357487, + "grad_norm": 0.001252433517947793, + "learning_rate": 6.1406333870101985e-06, + "loss": 0.0031, + "step": 4630 + }, + { + "epoch": 66.00193236714976, + "grad_norm": 0.0008501612464897335, + "learning_rate": 6.129898013955985e-06, + "loss": 0.0051, + "step": 4640 + }, + { + "epoch": 66.00289855072464, + "grad_norm": 0.0021611701231449842, + "learning_rate": 6.119162640901772e-06, + "loss": 0.0001, + "step": 4650 + }, + { + "epoch": 66.00386473429951, + "grad_norm": 0.001628038240596652, + "learning_rate": 6.108427267847559e-06, + "loss": 0.0226, + "step": 4660 + }, + { + "epoch": 66.0048309178744, + "grad_norm": 0.003019214142113924, + "learning_rate": 6.097691894793345e-06, + "loss": 0.0001, + "step": 4670 + }, + { + "epoch": 66.00579710144928, + "grad_norm": 0.006033017765730619, + "learning_rate": 6.086956521739132e-06, + "loss": 0.0001, + "step": 4680 + }, + { + "epoch": 66.00676328502415, + "grad_norm": 0.0029068191070109606, + "learning_rate": 6.076221148684918e-06, + "loss": 0.0002, + "step": 4690 + }, + { + "epoch": 66.00676328502415, + "eval_accuracy": 0.8181818181818182, + "eval_loss": 1.3379225730895996, + "eval_runtime": 15.4001, + "eval_samples_per_second": 5.0, + "eval_steps_per_second": 1.299, + "step": 4690 + }, + { + "epoch": 67.00096618357487, + "grad_norm": 0.0017993523506447673, + "learning_rate": 6.065485775630704e-06, + "loss": 0.0, + "step": 4700 + }, + { + "epoch": 67.00193236714976, + "grad_norm": 0.020115720108151436, + "learning_rate": 6.05475040257649e-06, + "loss": 0.0001, + "step": 4710 + }, + { + "epoch": 67.00289855072464, + "grad_norm": 1.1940608024597168, + "learning_rate": 6.0440150295222766e-06, + "loss": 0.0001, + "step": 4720 + }, + { + "epoch": 67.00386473429951, + "grad_norm": 0.0011647121282294393, + "learning_rate": 6.033279656468063e-06, + "loss": 0.0, + "step": 4730 + }, + { + "epoch": 67.0048309178744, + "grad_norm": 0.004334421828389168, + "learning_rate": 6.0225442834138495e-06, + "loss": 0.0, + "step": 4740 + }, + { + "epoch": 67.00579710144928, + "grad_norm": 0.0025098167825490236, + "learning_rate": 6.011808910359636e-06, + "loss": 0.0013, + "step": 4750 + }, + { + "epoch": 67.00676328502415, + "grad_norm": 0.0017039639642462134, + "learning_rate": 6.0010735373054215e-06, + "loss": 0.0005, + "step": 4760 + }, + { + "epoch": 67.00676328502415, + "eval_accuracy": 0.8701298701298701, + "eval_loss": 1.1517488956451416, + "eval_runtime": 14.5324, + "eval_samples_per_second": 5.299, + "eval_steps_per_second": 1.376, + "step": 4760 + }, + { + "epoch": 68.00096618357487, + "grad_norm": 0.0010669537587091327, + "learning_rate": 5.990338164251208e-06, + "loss": 0.0001, + "step": 4770 + }, + { + "epoch": 68.00193236714976, + "grad_norm": 0.002076763892546296, + "learning_rate": 5.979602791196994e-06, + "loss": 0.0, + "step": 4780 + }, + { + "epoch": 68.00289855072464, + "grad_norm": 0.0011606409680098295, + "learning_rate": 5.968867418142781e-06, + "loss": 0.0, + "step": 4790 + }, + { + "epoch": 68.00386473429951, + "grad_norm": 0.0014143381267786026, + "learning_rate": 5.958132045088567e-06, + "loss": 0.0, + "step": 4800 + }, + { + "epoch": 68.0048309178744, + "grad_norm": 0.0015609278343617916, + "learning_rate": 5.947396672034354e-06, + "loss": 0.0001, + "step": 4810 + }, + { + "epoch": 68.00579710144928, + "grad_norm": 0.002568858675658703, + "learning_rate": 5.936661298980139e-06, + "loss": 0.0, + "step": 4820 + }, + { + "epoch": 68.00676328502415, + "grad_norm": 0.0010036162566393614, + "learning_rate": 5.925925925925926e-06, + "loss": 0.0, + "step": 4830 + }, + { + "epoch": 68.00676328502415, + "eval_accuracy": 0.7792207792207793, + "eval_loss": 1.529435396194458, + "eval_runtime": 14.6615, + "eval_samples_per_second": 5.252, + "eval_steps_per_second": 1.364, + "step": 4830 + }, + { + "epoch": 69.00096618357487, + "grad_norm": 0.0011304821819067001, + "learning_rate": 5.915190552871712e-06, + "loss": 0.0, + "step": 4840 + }, + { + "epoch": 69.00193236714976, + "grad_norm": 0.001226439024321735, + "learning_rate": 5.904455179817499e-06, + "loss": 0.0, + "step": 4850 + }, + { + "epoch": 69.00289855072464, + "grad_norm": 0.000802580441813916, + "learning_rate": 5.893719806763285e-06, + "loss": 0.0, + "step": 4860 + }, + { + "epoch": 69.00386473429951, + "grad_norm": 0.0015111935790628195, + "learning_rate": 5.882984433709072e-06, + "loss": 0.0701, + "step": 4870 + }, + { + "epoch": 69.0048309178744, + "grad_norm": 0.0005540599231608212, + "learning_rate": 5.872249060654859e-06, + "loss": 0.0, + "step": 4880 + }, + { + "epoch": 69.00579710144928, + "grad_norm": 0.000656483112834394, + "learning_rate": 5.861513687600645e-06, + "loss": 0.2159, + "step": 4890 + }, + { + "epoch": 69.00676328502415, + "grad_norm": 0.0013909523840993643, + "learning_rate": 5.850778314546432e-06, + "loss": 0.0, + "step": 4900 + }, + { + "epoch": 69.00676328502415, + "eval_accuracy": 0.6883116883116883, + "eval_loss": 2.438077449798584, + "eval_runtime": 14.6754, + "eval_samples_per_second": 5.247, + "eval_steps_per_second": 1.363, + "step": 4900 + }, + { + "epoch": 70.00096618357487, + "grad_norm": 0.0017317779129371047, + "learning_rate": 5.840042941492217e-06, + "loss": 0.094, + "step": 4910 + }, + { + "epoch": 70.00193236714976, + "grad_norm": 0.0013916000025346875, + "learning_rate": 5.829307568438004e-06, + "loss": 0.0001, + "step": 4920 + }, + { + "epoch": 70.00289855072464, + "grad_norm": 0.027323855087161064, + "learning_rate": 5.81857219538379e-06, + "loss": 0.0001, + "step": 4930 + }, + { + "epoch": 70.00386473429951, + "grad_norm": 0.0019869667012244463, + "learning_rate": 5.807836822329577e-06, + "loss": 0.0001, + "step": 4940 + }, + { + "epoch": 70.0048309178744, + "grad_norm": 0.0005596183473244309, + "learning_rate": 5.797101449275363e-06, + "loss": 0.0002, + "step": 4950 + }, + { + "epoch": 70.00579710144928, + "grad_norm": 0.0012641664361581206, + "learning_rate": 5.78636607622115e-06, + "loss": 0.0, + "step": 4960 + }, + { + "epoch": 70.00676328502415, + "grad_norm": 0.0033598807640373707, + "learning_rate": 5.775630703166935e-06, + "loss": 0.0032, + "step": 4970 + }, + { + "epoch": 70.00676328502415, + "eval_accuracy": 0.7532467532467533, + "eval_loss": 1.7951840162277222, + "eval_runtime": 17.871, + "eval_samples_per_second": 4.309, + "eval_steps_per_second": 1.119, + "step": 4970 + }, + { + "epoch": 71.00096618357487, + "grad_norm": 0.0025404111947864294, + "learning_rate": 5.764895330112722e-06, + "loss": 0.0, + "step": 4980 + }, + { + "epoch": 71.00193236714976, + "grad_norm": 0.0016201400430873036, + "learning_rate": 5.754159957058508e-06, + "loss": 0.0, + "step": 4990 + }, + { + "epoch": 71.00289855072464, + "grad_norm": 0.000684636237565428, + "learning_rate": 5.743424584004295e-06, + "loss": 0.0, + "step": 5000 + }, + { + "epoch": 71.00386473429951, + "grad_norm": 0.0006000622524879873, + "learning_rate": 5.732689210950081e-06, + "loss": 0.0, + "step": 5010 + }, + { + "epoch": 71.0048309178744, + "grad_norm": 0.000872518983669579, + "learning_rate": 5.7219538378958675e-06, + "loss": 0.0, + "step": 5020 + }, + { + "epoch": 71.00579710144928, + "grad_norm": 102.48182678222656, + "learning_rate": 5.711218464841653e-06, + "loss": 0.0035, + "step": 5030 + }, + { + "epoch": 71.00676328502415, + "grad_norm": 0.0009674491011537611, + "learning_rate": 5.70048309178744e-06, + "loss": 0.0, + "step": 5040 + }, + { + "epoch": 71.00676328502415, + "eval_accuracy": 0.6753246753246753, + "eval_loss": 3.0253195762634277, + "eval_runtime": 30.56, + "eval_samples_per_second": 2.52, + "eval_steps_per_second": 0.654, + "step": 5040 + }, + { + "epoch": 72.00096618357487, + "grad_norm": 641.0316162109375, + "learning_rate": 5.689747718733226e-06, + "loss": 0.14, + "step": 5050 + }, + { + "epoch": 72.00193236714976, + "grad_norm": 0.0011702714255079627, + "learning_rate": 5.6790123456790125e-06, + "loss": 0.0, + "step": 5060 + }, + { + "epoch": 72.00289855072464, + "grad_norm": 0.0009515401907265186, + "learning_rate": 5.668276972624799e-06, + "loss": 0.0, + "step": 5070 + }, + { + "epoch": 72.00386473429951, + "grad_norm": 0.0014254461275413632, + "learning_rate": 5.657541599570585e-06, + "loss": 0.2006, + "step": 5080 + }, + { + "epoch": 72.0048309178744, + "grad_norm": 0.0018207349348813295, + "learning_rate": 5.646806226516372e-06, + "loss": 0.0, + "step": 5090 + }, + { + "epoch": 72.00579710144928, + "grad_norm": 0.01077065709978342, + "learning_rate": 5.6360708534621574e-06, + "loss": 0.0001, + "step": 5100 + }, + { + "epoch": 72.00676328502415, + "grad_norm": 0.0008518044487573206, + "learning_rate": 5.625335480407944e-06, + "loss": 0.214, + "step": 5110 + }, + { + "epoch": 72.00676328502415, + "eval_accuracy": 0.7142857142857143, + "eval_loss": 1.932701826095581, + "eval_runtime": 14.6424, + "eval_samples_per_second": 5.259, + "eval_steps_per_second": 1.366, + "step": 5110 + }, + { + "epoch": 73.00096618357487, + "grad_norm": 0.002738331910222769, + "learning_rate": 5.614600107353731e-06, + "loss": 0.0, + "step": 5120 + }, + { + "epoch": 73.00193236714976, + "grad_norm": 0.0025839614681899548, + "learning_rate": 5.603864734299518e-06, + "loss": 0.0, + "step": 5130 + }, + { + "epoch": 73.00289855072464, + "grad_norm": 0.0006668622372671962, + "learning_rate": 5.593129361245304e-06, + "loss": 0.0745, + "step": 5140 + }, + { + "epoch": 73.00386473429951, + "grad_norm": 0.0026406822726130486, + "learning_rate": 5.5823939881910905e-06, + "loss": 0.0001, + "step": 5150 + }, + { + "epoch": 73.0048309178744, + "grad_norm": 0.01901336945593357, + "learning_rate": 5.571658615136877e-06, + "loss": 0.0001, + "step": 5160 + }, + { + "epoch": 73.00579710144928, + "grad_norm": 0.04490555077791214, + "learning_rate": 5.5609232420826634e-06, + "loss": 0.0001, + "step": 5170 + }, + { + "epoch": 73.00676328502415, + "grad_norm": 0.0009415218373760581, + "learning_rate": 5.550187869028449e-06, + "loss": 0.0, + "step": 5180 + }, + { + "epoch": 73.00676328502415, + "eval_accuracy": 0.7532467532467533, + "eval_loss": 2.0236287117004395, + "eval_runtime": 15.6052, + "eval_samples_per_second": 4.934, + "eval_steps_per_second": 1.282, + "step": 5180 + }, + { + "epoch": 74.00096618357487, + "grad_norm": 0.0010939829517155886, + "learning_rate": 5.5394524959742355e-06, + "loss": 0.0, + "step": 5190 + }, + { + "epoch": 74.00193236714976, + "grad_norm": 0.000889449380338192, + "learning_rate": 5.528717122920022e-06, + "loss": 0.0, + "step": 5200 + }, + { + "epoch": 74.00289855072464, + "grad_norm": 0.0009812179487198591, + "learning_rate": 5.517981749865808e-06, + "loss": 0.0, + "step": 5210 + }, + { + "epoch": 74.00386473429951, + "grad_norm": 0.000881813233718276, + "learning_rate": 5.507246376811595e-06, + "loss": 0.0, + "step": 5220 + }, + { + "epoch": 74.0048309178744, + "grad_norm": 0.0004946072003804147, + "learning_rate": 5.496511003757381e-06, + "loss": 0.0, + "step": 5230 + }, + { + "epoch": 74.00579710144928, + "grad_norm": 0.000799790199380368, + "learning_rate": 5.485775630703167e-06, + "loss": 0.0, + "step": 5240 + }, + { + "epoch": 74.00676328502415, + "grad_norm": 0.002813389990478754, + "learning_rate": 5.475040257648953e-06, + "loss": 0.0, + "step": 5250 + }, + { + "epoch": 74.00676328502415, + "eval_accuracy": 0.7662337662337663, + "eval_loss": 1.907597303390503, + "eval_runtime": 15.6164, + "eval_samples_per_second": 4.931, + "eval_steps_per_second": 1.281, + "step": 5250 + }, + { + "epoch": 75.00096618357487, + "grad_norm": 0.0011628314387053251, + "learning_rate": 5.46430488459474e-06, + "loss": 0.0, + "step": 5260 + }, + { + "epoch": 75.00193236714976, + "grad_norm": 0.037489522248506546, + "learning_rate": 5.453569511540526e-06, + "loss": 0.0, + "step": 5270 + }, + { + "epoch": 75.00289855072464, + "grad_norm": 0.0011903907870873809, + "learning_rate": 5.442834138486313e-06, + "loss": 0.0, + "step": 5280 + }, + { + "epoch": 75.00386473429951, + "grad_norm": 0.0006152648711577058, + "learning_rate": 5.432098765432099e-06, + "loss": 0.0, + "step": 5290 + }, + { + "epoch": 75.0048309178744, + "grad_norm": 0.00442465441301465, + "learning_rate": 5.421363392377886e-06, + "loss": 0.0, + "step": 5300 + }, + { + "epoch": 75.00579710144928, + "grad_norm": 0.0028682094998657703, + "learning_rate": 5.410628019323671e-06, + "loss": 0.0003, + "step": 5310 + }, + { + "epoch": 75.00676328502415, + "grad_norm": 0.0016861088806763291, + "learning_rate": 5.399892646269458e-06, + "loss": 0.0, + "step": 5320 + }, + { + "epoch": 75.00676328502415, + "eval_accuracy": 0.8051948051948052, + "eval_loss": 1.707045316696167, + "eval_runtime": 14.9212, + "eval_samples_per_second": 5.16, + "eval_steps_per_second": 1.34, + "step": 5320 + }, + { + "epoch": 76.00096618357487, + "grad_norm": 0.0007070906576700509, + "learning_rate": 5.389157273215244e-06, + "loss": 0.0002, + "step": 5330 + }, + { + "epoch": 76.00193236714976, + "grad_norm": 0.0004906499525532126, + "learning_rate": 5.3784219001610306e-06, + "loss": 0.0, + "step": 5340 + }, + { + "epoch": 76.00289855072464, + "grad_norm": 0.0011014473857358098, + "learning_rate": 5.367686527106818e-06, + "loss": 0.0, + "step": 5350 + }, + { + "epoch": 76.00386473429951, + "grad_norm": 0.0008452738984487951, + "learning_rate": 5.356951154052604e-06, + "loss": 0.0002, + "step": 5360 + }, + { + "epoch": 76.0048309178744, + "grad_norm": 0.0014290370745584369, + "learning_rate": 5.346215780998391e-06, + "loss": 0.0, + "step": 5370 + }, + { + "epoch": 76.00579710144928, + "grad_norm": 0.00044006307143718004, + "learning_rate": 5.335480407944177e-06, + "loss": 0.0, + "step": 5380 + }, + { + "epoch": 76.00676328502415, + "grad_norm": 0.0015216703759506345, + "learning_rate": 5.324745034889963e-06, + "loss": 0.0003, + "step": 5390 + }, + { + "epoch": 76.00676328502415, + "eval_accuracy": 0.7532467532467533, + "eval_loss": 1.8620779514312744, + "eval_runtime": 14.639, + "eval_samples_per_second": 5.26, + "eval_steps_per_second": 1.366, + "step": 5390 + }, + { + "epoch": 77.00096618357487, + "grad_norm": 0.006501473020762205, + "learning_rate": 5.314009661835749e-06, + "loss": 0.0, + "step": 5400 + }, + { + "epoch": 77.00193236714976, + "grad_norm": 0.006775288842618465, + "learning_rate": 5.303274288781536e-06, + "loss": 0.0, + "step": 5410 + }, + { + "epoch": 77.00289855072464, + "grad_norm": 0.002048175549134612, + "learning_rate": 5.292538915727322e-06, + "loss": 0.0, + "step": 5420 + }, + { + "epoch": 77.00386473429951, + "grad_norm": 0.0005493107601068914, + "learning_rate": 5.281803542673109e-06, + "loss": 0.0, + "step": 5430 + }, + { + "epoch": 77.0048309178744, + "grad_norm": 0.004135518334805965, + "learning_rate": 5.271068169618895e-06, + "loss": 0.0, + "step": 5440 + }, + { + "epoch": 77.00579710144928, + "grad_norm": 0.0032074879854917526, + "learning_rate": 5.2603327965646815e-06, + "loss": 0.0, + "step": 5450 + }, + { + "epoch": 77.00676328502415, + "grad_norm": 0.0005827154964208603, + "learning_rate": 5.249597423510467e-06, + "loss": 0.0, + "step": 5460 + }, + { + "epoch": 77.00676328502415, + "eval_accuracy": 0.7662337662337663, + "eval_loss": 1.8846988677978516, + "eval_runtime": 14.2136, + "eval_samples_per_second": 5.417, + "eval_steps_per_second": 1.407, + "step": 5460 + }, + { + "epoch": 78.00096618357487, + "grad_norm": 0.0004196877998765558, + "learning_rate": 5.2388620504562536e-06, + "loss": 0.0, + "step": 5470 + }, + { + "epoch": 78.00193236714976, + "grad_norm": 0.00211125984787941, + "learning_rate": 5.22812667740204e-06, + "loss": 0.0, + "step": 5480 + }, + { + "epoch": 78.00289855072464, + "grad_norm": 0.00045795412734150887, + "learning_rate": 5.2173913043478265e-06, + "loss": 0.0, + "step": 5490 + }, + { + "epoch": 78.00386473429951, + "grad_norm": 0.0019368949579074979, + "learning_rate": 5.206655931293613e-06, + "loss": 0.0, + "step": 5500 + }, + { + "epoch": 78.0048309178744, + "grad_norm": 0.0030042598955333233, + "learning_rate": 5.195920558239399e-06, + "loss": 0.0, + "step": 5510 + }, + { + "epoch": 78.00579710144928, + "grad_norm": 0.017981361597776413, + "learning_rate": 5.185185185185185e-06, + "loss": 0.0, + "step": 5520 + }, + { + "epoch": 78.00676328502415, + "grad_norm": 0.0014057859079912305, + "learning_rate": 5.1744498121309714e-06, + "loss": 0.0, + "step": 5530 + }, + { + "epoch": 78.00676328502415, + "eval_accuracy": 0.7662337662337663, + "eval_loss": 1.8880295753479004, + "eval_runtime": 14.1273, + "eval_samples_per_second": 5.45, + "eval_steps_per_second": 1.416, + "step": 5530 + }, + { + "epoch": 79.00096618357487, + "grad_norm": 0.0005187008646316826, + "learning_rate": 5.163714439076758e-06, + "loss": 0.0, + "step": 5540 + }, + { + "epoch": 79.00193236714976, + "grad_norm": 0.005755449179559946, + "learning_rate": 5.152979066022544e-06, + "loss": 0.0, + "step": 5550 + }, + { + "epoch": 79.00289855072464, + "grad_norm": 0.0008575405227020383, + "learning_rate": 5.142243692968331e-06, + "loss": 0.0, + "step": 5560 + }, + { + "epoch": 79.00386473429951, + "grad_norm": 0.0010344963520765305, + "learning_rate": 5.131508319914117e-06, + "loss": 0.0, + "step": 5570 + }, + { + "epoch": 79.0048309178744, + "grad_norm": 0.0012300886446610093, + "learning_rate": 5.1207729468599045e-06, + "loss": 0.0, + "step": 5580 + }, + { + "epoch": 79.00579710144928, + "grad_norm": 0.0005992982187308371, + "learning_rate": 5.110037573805691e-06, + "loss": 0.0, + "step": 5590 + }, + { + "epoch": 79.00676328502415, + "grad_norm": 0.0005942785064689815, + "learning_rate": 5.099302200751477e-06, + "loss": 0.0001, + "step": 5600 + }, + { + "epoch": 79.00676328502415, + "eval_accuracy": 0.7792207792207793, + "eval_loss": 1.8182388544082642, + "eval_runtime": 14.6812, + "eval_samples_per_second": 5.245, + "eval_steps_per_second": 1.362, + "step": 5600 + }, + { + "epoch": 80.00096618357487, + "grad_norm": 0.016651395708322525, + "learning_rate": 5.088566827697263e-06, + "loss": 0.0, + "step": 5610 + }, + { + "epoch": 80.00193236714976, + "grad_norm": 0.0006846770993433893, + "learning_rate": 5.0778314546430495e-06, + "loss": 0.0, + "step": 5620 + }, + { + "epoch": 80.00289855072464, + "grad_norm": 0.0005728365504182875, + "learning_rate": 5.067096081588836e-06, + "loss": 0.0, + "step": 5630 + }, + { + "epoch": 80.00386473429951, + "grad_norm": 0.0016862893244251609, + "learning_rate": 5.056360708534622e-06, + "loss": 0.002, + "step": 5640 + }, + { + "epoch": 80.0048309178744, + "grad_norm": 0.0006224879762157798, + "learning_rate": 5.045625335480409e-06, + "loss": 0.0, + "step": 5650 + }, + { + "epoch": 80.00579710144928, + "grad_norm": 0.0005681588081642985, + "learning_rate": 5.034889962426195e-06, + "loss": 0.0118, + "step": 5660 + }, + { + "epoch": 80.00676328502415, + "grad_norm": 0.00028208878939040005, + "learning_rate": 5.024154589371981e-06, + "loss": 0.0, + "step": 5670 + }, + { + "epoch": 80.00676328502415, + "eval_accuracy": 0.8051948051948052, + "eval_loss": 1.7965093851089478, + "eval_runtime": 14.7927, + "eval_samples_per_second": 5.205, + "eval_steps_per_second": 1.352, + "step": 5670 + }, + { + "epoch": 81.00096618357487, + "grad_norm": 0.014044140465557575, + "learning_rate": 5.013419216317767e-06, + "loss": 0.091, + "step": 5680 + }, + { + "epoch": 81.00193236714976, + "grad_norm": 0.0007891967543400824, + "learning_rate": 5.002683843263554e-06, + "loss": 0.1254, + "step": 5690 + }, + { + "epoch": 81.00289855072464, + "grad_norm": 0.0007473126170225441, + "learning_rate": 4.99194847020934e-06, + "loss": 0.0, + "step": 5700 + }, + { + "epoch": 81.00386473429951, + "grad_norm": 0.001082300441339612, + "learning_rate": 4.981213097155127e-06, + "loss": 0.0, + "step": 5710 + }, + { + "epoch": 81.0048309178744, + "grad_norm": 0.0004553549806587398, + "learning_rate": 4.970477724100913e-06, + "loss": 0.0, + "step": 5720 + }, + { + "epoch": 81.00579710144928, + "grad_norm": 0.00046312747872434556, + "learning_rate": 4.959742351046699e-06, + "loss": 0.0001, + "step": 5730 + }, + { + "epoch": 81.00676328502415, + "grad_norm": 0.0009012920781970024, + "learning_rate": 4.949006977992485e-06, + "loss": 0.0001, + "step": 5740 + }, + { + "epoch": 81.00676328502415, + "eval_accuracy": 0.6753246753246753, + "eval_loss": 3.0535547733306885, + "eval_runtime": 14.6889, + "eval_samples_per_second": 5.242, + "eval_steps_per_second": 1.362, + "step": 5740 + }, + { + "epoch": 82.00096618357487, + "grad_norm": 0.000618190853856504, + "learning_rate": 4.938271604938272e-06, + "loss": 0.0018, + "step": 5750 + }, + { + "epoch": 82.00193236714976, + "grad_norm": 0.0016643240815028548, + "learning_rate": 4.927536231884059e-06, + "loss": 0.1313, + "step": 5760 + }, + { + "epoch": 82.00289855072464, + "grad_norm": 0.10652245581150055, + "learning_rate": 4.9168008588298446e-06, + "loss": 0.6473, + "step": 5770 + }, + { + "epoch": 82.00386473429951, + "grad_norm": 0.0007297329721041024, + "learning_rate": 4.906065485775631e-06, + "loss": 0.3155, + "step": 5780 + }, + { + "epoch": 82.0048309178744, + "grad_norm": 0.0021761939860880375, + "learning_rate": 4.8953301127214175e-06, + "loss": 0.0016, + "step": 5790 + }, + { + "epoch": 82.00579710144928, + "grad_norm": 0.0007605966529808939, + "learning_rate": 4.884594739667204e-06, + "loss": 0.0, + "step": 5800 + }, + { + "epoch": 82.00676328502415, + "grad_norm": 0.0007947117555886507, + "learning_rate": 4.87385936661299e-06, + "loss": 0.0005, + "step": 5810 + }, + { + "epoch": 82.00676328502415, + "eval_accuracy": 0.7922077922077922, + "eval_loss": 1.5426697731018066, + "eval_runtime": 14.4326, + "eval_samples_per_second": 5.335, + "eval_steps_per_second": 1.386, + "step": 5810 + }, + { + "epoch": 83.00096618357487, + "grad_norm": 0.016618404537439346, + "learning_rate": 4.863123993558777e-06, + "loss": 0.0, + "step": 5820 + }, + { + "epoch": 83.00193236714976, + "grad_norm": 0.0010025931987911463, + "learning_rate": 4.852388620504562e-06, + "loss": 0.0, + "step": 5830 + }, + { + "epoch": 83.00289855072464, + "grad_norm": 0.003782440209761262, + "learning_rate": 4.841653247450349e-06, + "loss": 0.0871, + "step": 5840 + }, + { + "epoch": 83.00386473429951, + "grad_norm": 0.03455811366438866, + "learning_rate": 4.830917874396135e-06, + "loss": 0.0, + "step": 5850 + }, + { + "epoch": 83.0048309178744, + "grad_norm": 0.0011453116312623024, + "learning_rate": 4.820182501341922e-06, + "loss": 0.0, + "step": 5860 + }, + { + "epoch": 83.00579710144928, + "grad_norm": 0.0074026999063789845, + "learning_rate": 4.809447128287709e-06, + "loss": 0.0, + "step": 5870 + }, + { + "epoch": 83.00676328502415, + "grad_norm": 0.0005923007847741246, + "learning_rate": 4.798711755233495e-06, + "loss": 0.0006, + "step": 5880 + }, + { + "epoch": 83.00676328502415, + "eval_accuracy": 0.7402597402597403, + "eval_loss": 1.8892239332199097, + "eval_runtime": 14.285, + "eval_samples_per_second": 5.39, + "eval_steps_per_second": 1.4, + "step": 5880 + }, + { + "epoch": 84.00096618357487, + "grad_norm": 0.0004263128503225744, + "learning_rate": 4.787976382179281e-06, + "loss": 0.0, + "step": 5890 + }, + { + "epoch": 84.00193236714976, + "grad_norm": 0.0024923263117671013, + "learning_rate": 4.7772410091250676e-06, + "loss": 0.1811, + "step": 5900 + }, + { + "epoch": 84.00289855072464, + "grad_norm": 0.0008309787954203784, + "learning_rate": 4.766505636070854e-06, + "loss": 0.0001, + "step": 5910 + }, + { + "epoch": 84.00386473429951, + "grad_norm": 0.0008232109830714762, + "learning_rate": 4.7557702630166405e-06, + "loss": 0.0001, + "step": 5920 + }, + { + "epoch": 84.0048309178744, + "grad_norm": 0.0004610401520039886, + "learning_rate": 4.745034889962427e-06, + "loss": 0.0, + "step": 5930 + }, + { + "epoch": 84.00579710144928, + "grad_norm": 0.0005724320071749389, + "learning_rate": 4.7342995169082125e-06, + "loss": 0.2355, + "step": 5940 + }, + { + "epoch": 84.00676328502415, + "grad_norm": 0.0007560947560705245, + "learning_rate": 4.723564143853999e-06, + "loss": 0.0001, + "step": 5950 + }, + { + "epoch": 84.00676328502415, + "eval_accuracy": 0.7402597402597403, + "eval_loss": 1.9647512435913086, + "eval_runtime": 14.5317, + "eval_samples_per_second": 5.299, + "eval_steps_per_second": 1.376, + "step": 5950 + }, + { + "epoch": 85.00096618357487, + "grad_norm": 0.0017191518563777208, + "learning_rate": 4.712828770799785e-06, + "loss": 0.0, + "step": 5960 + }, + { + "epoch": 85.00193236714976, + "grad_norm": 0.004426192957907915, + "learning_rate": 4.702093397745572e-06, + "loss": 0.0, + "step": 5970 + }, + { + "epoch": 85.00289855072464, + "grad_norm": 0.0018137526931241155, + "learning_rate": 4.691358024691358e-06, + "loss": 0.1938, + "step": 5980 + }, + { + "epoch": 85.00386473429951, + "grad_norm": 0.0018216772004961967, + "learning_rate": 4.680622651637145e-06, + "loss": 0.0137, + "step": 5990 + }, + { + "epoch": 85.0048309178744, + "grad_norm": 0.0010804088087752461, + "learning_rate": 4.669887278582931e-06, + "loss": 0.2, + "step": 6000 + }, + { + "epoch": 85.00579710144928, + "grad_norm": 0.0011872736504301429, + "learning_rate": 4.659151905528718e-06, + "loss": 0.0, + "step": 6010 + }, + { + "epoch": 85.00676328502415, + "grad_norm": 0.0015459536807611585, + "learning_rate": 4.648416532474504e-06, + "loss": 0.0, + "step": 6020 + }, + { + "epoch": 85.00676328502415, + "eval_accuracy": 0.7532467532467533, + "eval_loss": 1.7624553442001343, + "eval_runtime": 14.3078, + "eval_samples_per_second": 5.382, + "eval_steps_per_second": 1.398, + "step": 6020 + }, + { + "epoch": 86.00096618357487, + "grad_norm": 0.0007234421791508794, + "learning_rate": 4.637681159420291e-06, + "loss": 0.0, + "step": 6030 + }, + { + "epoch": 86.00193236714976, + "grad_norm": 0.001056589768268168, + "learning_rate": 4.626945786366077e-06, + "loss": 0.0, + "step": 6040 + }, + { + "epoch": 86.00289855072464, + "grad_norm": 0.0015586380613967776, + "learning_rate": 4.616210413311863e-06, + "loss": 0.0, + "step": 6050 + }, + { + "epoch": 86.00386473429951, + "grad_norm": 0.0019250113982707262, + "learning_rate": 4.605475040257649e-06, + "loss": 0.0, + "step": 6060 + }, + { + "epoch": 86.0048309178744, + "grad_norm": 0.4438691735267639, + "learning_rate": 4.5947396672034355e-06, + "loss": 0.0001, + "step": 6070 + }, + { + "epoch": 86.00579710144928, + "grad_norm": 0.00045592489186674356, + "learning_rate": 4.584004294149222e-06, + "loss": 0.0, + "step": 6080 + }, + { + "epoch": 86.00676328502415, + "grad_norm": 0.0016952749574556947, + "learning_rate": 4.5732689210950084e-06, + "loss": 0.1655, + "step": 6090 + }, + { + "epoch": 86.00676328502415, + "eval_accuracy": 0.7662337662337663, + "eval_loss": 1.6750868558883667, + "eval_runtime": 14.1595, + "eval_samples_per_second": 5.438, + "eval_steps_per_second": 1.412, + "step": 6090 + }, + { + "epoch": 87.00096618357487, + "grad_norm": 0.00048763351514935493, + "learning_rate": 4.562533548040795e-06, + "loss": 0.0001, + "step": 6100 + }, + { + "epoch": 87.00193236714976, + "grad_norm": 0.0004426055820658803, + "learning_rate": 4.551798174986581e-06, + "loss": 0.0, + "step": 6110 + }, + { + "epoch": 87.00289855072464, + "grad_norm": 0.00048457886441610754, + "learning_rate": 4.541062801932368e-06, + "loss": 0.0, + "step": 6120 + }, + { + "epoch": 87.00386473429951, + "grad_norm": 0.0007973539759404957, + "learning_rate": 4.530327428878154e-06, + "loss": 0.0, + "step": 6130 + }, + { + "epoch": 87.0048309178744, + "grad_norm": 0.004327856469899416, + "learning_rate": 4.519592055823941e-06, + "loss": 0.0, + "step": 6140 + }, + { + "epoch": 87.00579710144928, + "grad_norm": 0.0011828347342088819, + "learning_rate": 4.508856682769726e-06, + "loss": 0.0, + "step": 6150 + }, + { + "epoch": 87.00676328502415, + "grad_norm": 0.0006070521776564419, + "learning_rate": 4.498121309715513e-06, + "loss": 0.0, + "step": 6160 + }, + { + "epoch": 87.00676328502415, + "eval_accuracy": 0.7402597402597403, + "eval_loss": 1.8558989763259888, + "eval_runtime": 17.515, + "eval_samples_per_second": 4.396, + "eval_steps_per_second": 1.142, + "step": 6160 + }, + { + "epoch": 88.00096618357487, + "grad_norm": 0.010230960324406624, + "learning_rate": 4.487385936661299e-06, + "loss": 0.0, + "step": 6170 + }, + { + "epoch": 88.00193236714976, + "grad_norm": 0.0005492049385793507, + "learning_rate": 4.476650563607086e-06, + "loss": 0.0, + "step": 6180 + }, + { + "epoch": 88.00289855072464, + "grad_norm": 0.0004779798910021782, + "learning_rate": 4.465915190552872e-06, + "loss": 0.0, + "step": 6190 + }, + { + "epoch": 88.00386473429951, + "grad_norm": 0.0003807265020441264, + "learning_rate": 4.4551798174986585e-06, + "loss": 0.0, + "step": 6200 + }, + { + "epoch": 88.0048309178744, + "grad_norm": 0.0005069471662864089, + "learning_rate": 4.444444444444444e-06, + "loss": 0.0, + "step": 6210 + }, + { + "epoch": 88.00579710144928, + "grad_norm": 0.0007103086682036519, + "learning_rate": 4.4337090713902314e-06, + "loss": 0.0, + "step": 6220 + }, + { + "epoch": 88.00676328502415, + "grad_norm": 0.0003308405866846442, + "learning_rate": 4.422973698336018e-06, + "loss": 0.0, + "step": 6230 + }, + { + "epoch": 88.00676328502415, + "eval_accuracy": 0.7532467532467533, + "eval_loss": 1.8885866403579712, + "eval_runtime": 14.812, + "eval_samples_per_second": 5.198, + "eval_steps_per_second": 1.35, + "step": 6230 + }, + { + "epoch": 89.00096618357487, + "grad_norm": 0.001938937697559595, + "learning_rate": 4.412238325281804e-06, + "loss": 0.0, + "step": 6240 + }, + { + "epoch": 89.00193236714976, + "grad_norm": 0.0003955487336497754, + "learning_rate": 4.401502952227591e-06, + "loss": 0.0, + "step": 6250 + }, + { + "epoch": 89.00289855072464, + "grad_norm": 0.0007904915837571025, + "learning_rate": 4.390767579173376e-06, + "loss": 0.0, + "step": 6260 + }, + { + "epoch": 89.00386473429951, + "grad_norm": 0.0005482785636559129, + "learning_rate": 4.380032206119163e-06, + "loss": 0.0, + "step": 6270 + }, + { + "epoch": 89.0048309178744, + "grad_norm": 0.0005851537571288645, + "learning_rate": 4.369296833064949e-06, + "loss": 0.0, + "step": 6280 + }, + { + "epoch": 89.00579710144928, + "grad_norm": 0.0003069818776566535, + "learning_rate": 4.358561460010736e-06, + "loss": 0.0, + "step": 6290 + }, + { + "epoch": 89.00676328502415, + "grad_norm": 0.019225388765335083, + "learning_rate": 4.347826086956522e-06, + "loss": 0.0, + "step": 6300 + }, + { + "epoch": 89.00676328502415, + "eval_accuracy": 0.7532467532467533, + "eval_loss": 1.8957127332687378, + "eval_runtime": 17.6162, + "eval_samples_per_second": 4.371, + "eval_steps_per_second": 1.135, + "step": 6300 + }, + { + "epoch": 90.00096618357487, + "grad_norm": 0.0005754005396738648, + "learning_rate": 4.337090713902309e-06, + "loss": 0.0, + "step": 6310 + }, + { + "epoch": 90.00193236714976, + "grad_norm": 0.0008540857234038413, + "learning_rate": 4.326355340848094e-06, + "loss": 0.0, + "step": 6320 + }, + { + "epoch": 90.00289855072464, + "grad_norm": 0.0004658667021431029, + "learning_rate": 4.315619967793881e-06, + "loss": 0.0, + "step": 6330 + }, + { + "epoch": 90.00386473429951, + "grad_norm": 0.0007123078685253859, + "learning_rate": 4.304884594739668e-06, + "loss": 0.0, + "step": 6340 + }, + { + "epoch": 90.0048309178744, + "grad_norm": 0.0006745746941305697, + "learning_rate": 4.2941492216854545e-06, + "loss": 0.0, + "step": 6350 + }, + { + "epoch": 90.00579710144928, + "grad_norm": 0.0003169019764754921, + "learning_rate": 4.28341384863124e-06, + "loss": 0.0, + "step": 6360 + }, + { + "epoch": 90.00676328502415, + "grad_norm": 0.0005867715808562934, + "learning_rate": 4.2726784755770265e-06, + "loss": 0.0, + "step": 6370 + }, + { + "epoch": 90.00676328502415, + "eval_accuracy": 0.7662337662337663, + "eval_loss": 1.8181320428848267, + "eval_runtime": 17.5597, + "eval_samples_per_second": 4.385, + "eval_steps_per_second": 1.139, + "step": 6370 + }, + { + "epoch": 91.00096618357487, + "grad_norm": 0.0008447110303677619, + "learning_rate": 4.261943102522813e-06, + "loss": 0.0, + "step": 6380 + }, + { + "epoch": 91.00193236714976, + "grad_norm": 0.00033777134376578033, + "learning_rate": 4.251207729468599e-06, + "loss": 0.0, + "step": 6390 + }, + { + "epoch": 91.00289855072464, + "grad_norm": 0.0013186403084546328, + "learning_rate": 4.240472356414386e-06, + "loss": 0.0, + "step": 6400 + }, + { + "epoch": 91.00386473429951, + "grad_norm": 0.0007186243892647326, + "learning_rate": 4.229736983360172e-06, + "loss": 0.0, + "step": 6410 + }, + { + "epoch": 91.0048309178744, + "grad_norm": 0.0007361398893408477, + "learning_rate": 4.219001610305958e-06, + "loss": 0.0, + "step": 6420 + }, + { + "epoch": 91.00579710144928, + "grad_norm": 0.0004776048008352518, + "learning_rate": 4.208266237251744e-06, + "loss": 0.0, + "step": 6430 + }, + { + "epoch": 91.00676328502415, + "grad_norm": 0.0003450379881542176, + "learning_rate": 4.197530864197531e-06, + "loss": 0.0, + "step": 6440 + }, + { + "epoch": 91.00676328502415, + "eval_accuracy": 0.7532467532467533, + "eval_loss": 1.829852819442749, + "eval_runtime": 17.0231, + "eval_samples_per_second": 4.523, + "eval_steps_per_second": 1.175, + "step": 6440 + }, + { + "epoch": 92.00096618357487, + "grad_norm": 0.001014379202388227, + "learning_rate": 4.186795491143318e-06, + "loss": 0.0, + "step": 6450 + }, + { + "epoch": 92.00193236714976, + "grad_norm": 0.006536729633808136, + "learning_rate": 4.1760601180891046e-06, + "loss": 0.2397, + "step": 6460 + }, + { + "epoch": 92.00289855072464, + "grad_norm": 0.0005509128677658737, + "learning_rate": 4.16532474503489e-06, + "loss": 0.0, + "step": 6470 + }, + { + "epoch": 92.00386473429951, + "grad_norm": 0.0008106320165097713, + "learning_rate": 4.154589371980677e-06, + "loss": 0.0, + "step": 6480 + }, + { + "epoch": 92.0048309178744, + "grad_norm": 0.0016772482777014375, + "learning_rate": 4.143853998926463e-06, + "loss": 0.0, + "step": 6490 + }, + { + "epoch": 92.00579710144928, + "grad_norm": 0.0008628064533695579, + "learning_rate": 4.1331186258722495e-06, + "loss": 0.0, + "step": 6500 + }, + { + "epoch": 92.00676328502415, + "grad_norm": 0.00043893515248782933, + "learning_rate": 4.122383252818036e-06, + "loss": 0.0, + "step": 6510 + }, + { + "epoch": 92.00676328502415, + "eval_accuracy": 0.8181818181818182, + "eval_loss": 1.518646478652954, + "eval_runtime": 14.5281, + "eval_samples_per_second": 5.3, + "eval_steps_per_second": 1.377, + "step": 6510 + }, + { + "epoch": 93.00096618357487, + "grad_norm": 0.00041715340921655297, + "learning_rate": 4.1116478797638224e-06, + "loss": 0.0, + "step": 6520 + }, + { + "epoch": 93.00193236714976, + "grad_norm": 0.0004664282314479351, + "learning_rate": 4.100912506709608e-06, + "loss": 0.0, + "step": 6530 + }, + { + "epoch": 93.00289855072464, + "grad_norm": 0.000606657937169075, + "learning_rate": 4.0901771336553945e-06, + "loss": 0.0, + "step": 6540 + }, + { + "epoch": 93.00386473429951, + "grad_norm": 0.00048786430852487683, + "learning_rate": 4.079441760601181e-06, + "loss": 0.0, + "step": 6550 + }, + { + "epoch": 93.0048309178744, + "grad_norm": 0.00024992445833049715, + "learning_rate": 4.068706387546967e-06, + "loss": 0.0, + "step": 6560 + }, + { + "epoch": 93.00579710144928, + "grad_norm": 0.0005548360059037805, + "learning_rate": 4.057971014492754e-06, + "loss": 0.0, + "step": 6570 + }, + { + "epoch": 93.00676328502415, + "grad_norm": 0.0003060603339690715, + "learning_rate": 4.04723564143854e-06, + "loss": 0.0393, + "step": 6580 + }, + { + "epoch": 93.00676328502415, + "eval_accuracy": 0.7792207792207793, + "eval_loss": 1.9233503341674805, + "eval_runtime": 14.3806, + "eval_samples_per_second": 5.354, + "eval_steps_per_second": 1.391, + "step": 6580 + }, + { + "epoch": 94.00096618357487, + "grad_norm": 0.0003109258250333369, + "learning_rate": 4.036500268384327e-06, + "loss": 0.0031, + "step": 6590 + }, + { + "epoch": 94.00193236714976, + "grad_norm": 0.0008100513368844986, + "learning_rate": 4.025764895330113e-06, + "loss": 0.0, + "step": 6600 + }, + { + "epoch": 94.00289855072464, + "grad_norm": 0.007947184145450592, + "learning_rate": 4.0150295222759e-06, + "loss": 0.0, + "step": 6610 + }, + { + "epoch": 94.00386473429951, + "grad_norm": 0.0008597071864642203, + "learning_rate": 4.004294149221686e-06, + "loss": 0.0, + "step": 6620 + }, + { + "epoch": 94.0048309178744, + "grad_norm": 0.0004177772789262235, + "learning_rate": 3.9935587761674725e-06, + "loss": 0.0, + "step": 6630 + }, + { + "epoch": 94.00579710144928, + "grad_norm": 0.0028885523788630962, + "learning_rate": 3.982823403113258e-06, + "loss": 0.0, + "step": 6640 + }, + { + "epoch": 94.00676328502415, + "grad_norm": 0.00042609605588950217, + "learning_rate": 3.972088030059045e-06, + "loss": 0.0, + "step": 6650 + }, + { + "epoch": 94.00676328502415, + "eval_accuracy": 0.7272727272727273, + "eval_loss": 2.1198887825012207, + "eval_runtime": 16.0169, + "eval_samples_per_second": 4.807, + "eval_steps_per_second": 1.249, + "step": 6650 + }, + { + "epoch": 95.00096618357487, + "grad_norm": 0.0003437358245719224, + "learning_rate": 3.961352657004831e-06, + "loss": 0.0, + "step": 6660 + }, + { + "epoch": 95.00193236714976, + "grad_norm": 0.0002173613611375913, + "learning_rate": 3.9506172839506175e-06, + "loss": 0.0, + "step": 6670 + }, + { + "epoch": 95.00289855072464, + "grad_norm": 0.0003850398352369666, + "learning_rate": 3.939881910896404e-06, + "loss": 0.0, + "step": 6680 + }, + { + "epoch": 95.00386473429951, + "grad_norm": 0.00038904434768483043, + "learning_rate": 3.92914653784219e-06, + "loss": 0.0, + "step": 6690 + }, + { + "epoch": 95.0048309178744, + "grad_norm": 0.0010339280124753714, + "learning_rate": 3.918411164787977e-06, + "loss": 0.0, + "step": 6700 + }, + { + "epoch": 95.00579710144928, + "grad_norm": 0.0012966475915163755, + "learning_rate": 3.907675791733763e-06, + "loss": 0.0, + "step": 6710 + }, + { + "epoch": 95.00676328502415, + "grad_norm": 0.16356423497200012, + "learning_rate": 3.89694041867955e-06, + "loss": 0.0, + "step": 6720 + }, + { + "epoch": 95.00676328502415, + "eval_accuracy": 0.7402597402597403, + "eval_loss": 2.1308841705322266, + "eval_runtime": 18.5425, + "eval_samples_per_second": 4.153, + "eval_steps_per_second": 1.079, + "step": 6720 + }, + { + "epoch": 96.00096618357487, + "grad_norm": 0.000308900693198666, + "learning_rate": 3.886205045625336e-06, + "loss": 0.0, + "step": 6730 + }, + { + "epoch": 96.00193236714976, + "grad_norm": 0.008645855821669102, + "learning_rate": 3.875469672571122e-06, + "loss": 0.0, + "step": 6740 + }, + { + "epoch": 96.00289855072464, + "grad_norm": 0.001571167609654367, + "learning_rate": 3.864734299516908e-06, + "loss": 0.1613, + "step": 6750 + }, + { + "epoch": 96.00386473429951, + "grad_norm": 0.000592782802414149, + "learning_rate": 3.853998926462695e-06, + "loss": 0.1357, + "step": 6760 + }, + { + "epoch": 96.0048309178744, + "grad_norm": 0.0014255845453590155, + "learning_rate": 3.843263553408481e-06, + "loss": 0.0, + "step": 6770 + }, + { + "epoch": 96.00579710144928, + "grad_norm": 0.0014380579814314842, + "learning_rate": 3.832528180354268e-06, + "loss": 0.0, + "step": 6780 + }, + { + "epoch": 96.00676328502415, + "grad_norm": 0.00042985283653251827, + "learning_rate": 3.821792807300054e-06, + "loss": 0.0009, + "step": 6790 + }, + { + "epoch": 96.00676328502415, + "eval_accuracy": 0.7532467532467533, + "eval_loss": 1.931089162826538, + "eval_runtime": 17.8388, + "eval_samples_per_second": 4.316, + "eval_steps_per_second": 1.121, + "step": 6790 + }, + { + "epoch": 97.00096618357487, + "grad_norm": 0.03030485101044178, + "learning_rate": 3.8110574342458405e-06, + "loss": 0.0, + "step": 6800 + }, + { + "epoch": 97.00193236714976, + "grad_norm": 0.0003676621417980641, + "learning_rate": 3.800322061191627e-06, + "loss": 0.0015, + "step": 6810 + }, + { + "epoch": 97.00289855072464, + "grad_norm": 0.0006548650562763214, + "learning_rate": 3.7895866881374134e-06, + "loss": 0.0, + "step": 6820 + }, + { + "epoch": 97.00386473429951, + "grad_norm": 0.00035164476139470935, + "learning_rate": 3.7788513150831994e-06, + "loss": 0.0, + "step": 6830 + }, + { + "epoch": 97.0048309178744, + "grad_norm": 0.14484809339046478, + "learning_rate": 3.768115942028986e-06, + "loss": 0.0, + "step": 6840 + }, + { + "epoch": 97.00579710144928, + "grad_norm": 0.00030128343496471643, + "learning_rate": 3.7573805689747723e-06, + "loss": 0.0003, + "step": 6850 + }, + { + "epoch": 97.00676328502415, + "grad_norm": 0.0002703612844925374, + "learning_rate": 3.7466451959205584e-06, + "loss": 0.0001, + "step": 6860 + }, + { + "epoch": 97.00676328502415, + "eval_accuracy": 0.7792207792207793, + "eval_loss": 1.7857838869094849, + "eval_runtime": 17.5204, + "eval_samples_per_second": 4.395, + "eval_steps_per_second": 1.142, + "step": 6860 + }, + { + "epoch": 98.00096618357487, + "grad_norm": 0.0002425261918688193, + "learning_rate": 3.735909822866345e-06, + "loss": 0.0007, + "step": 6870 + }, + { + "epoch": 98.00193236714976, + "grad_norm": 0.0003744879795704037, + "learning_rate": 3.7251744498121313e-06, + "loss": 0.0, + "step": 6880 + }, + { + "epoch": 98.00289855072464, + "grad_norm": 0.0009580018813721836, + "learning_rate": 3.7144390767579173e-06, + "loss": 0.0, + "step": 6890 + }, + { + "epoch": 98.00386473429951, + "grad_norm": 0.00039155595004558563, + "learning_rate": 3.7037037037037037e-06, + "loss": 0.2244, + "step": 6900 + }, + { + "epoch": 98.0048309178744, + "grad_norm": 0.001988824224099517, + "learning_rate": 3.69296833064949e-06, + "loss": 0.0, + "step": 6910 + }, + { + "epoch": 98.00579710144928, + "grad_norm": 0.00045414830674417317, + "learning_rate": 3.682232957595277e-06, + "loss": 0.0294, + "step": 6920 + }, + { + "epoch": 98.00676328502415, + "grad_norm": 0.0010452043497934937, + "learning_rate": 3.6714975845410635e-06, + "loss": 0.0894, + "step": 6930 + }, + { + "epoch": 98.00676328502415, + "eval_accuracy": 0.8051948051948052, + "eval_loss": 1.5577243566513062, + "eval_runtime": 18.0262, + "eval_samples_per_second": 4.272, + "eval_steps_per_second": 1.109, + "step": 6930 + }, + { + "epoch": 99.00096618357487, + "grad_norm": 0.010575399734079838, + "learning_rate": 3.6607622114868495e-06, + "loss": 0.0002, + "step": 6940 + }, + { + "epoch": 99.00193236714976, + "grad_norm": 0.010563873685896397, + "learning_rate": 3.650026838432636e-06, + "loss": 0.0, + "step": 6950 + }, + { + "epoch": 99.00289855072464, + "grad_norm": 0.00037548152613453567, + "learning_rate": 3.6392914653784224e-06, + "loss": 0.0, + "step": 6960 + }, + { + "epoch": 99.00386473429951, + "grad_norm": 0.0008382857777178288, + "learning_rate": 3.6285560923242085e-06, + "loss": 0.0, + "step": 6970 + }, + { + "epoch": 99.0048309178744, + "grad_norm": 0.000387381121981889, + "learning_rate": 3.617820719269995e-06, + "loss": 0.0, + "step": 6980 + }, + { + "epoch": 99.00579710144928, + "grad_norm": 0.0008243945194408298, + "learning_rate": 3.6070853462157814e-06, + "loss": 0.0001, + "step": 6990 + }, + { + "epoch": 99.00676328502415, + "grad_norm": 0.0006387074827216566, + "learning_rate": 3.5963499731615674e-06, + "loss": 0.0, + "step": 7000 + }, + { + "epoch": 99.00676328502415, + "eval_accuracy": 0.7792207792207793, + "eval_loss": 1.8137568235397339, + "eval_runtime": 17.7771, + "eval_samples_per_second": 4.331, + "eval_steps_per_second": 1.125, + "step": 7000 + }, + { + "epoch": 100.00096618357487, + "grad_norm": 0.0014033769257366657, + "learning_rate": 3.585614600107354e-06, + "loss": 0.105, + "step": 7010 + }, + { + "epoch": 100.00193236714976, + "grad_norm": 0.00042622030014172196, + "learning_rate": 3.5748792270531403e-06, + "loss": 0.0, + "step": 7020 + }, + { + "epoch": 100.00289855072464, + "grad_norm": 0.0019426278304308653, + "learning_rate": 3.5641438539989263e-06, + "loss": 0.0, + "step": 7030 + }, + { + "epoch": 100.00386473429951, + "grad_norm": 0.0008854815387167037, + "learning_rate": 3.553408480944713e-06, + "loss": 0.0, + "step": 7040 + }, + { + "epoch": 100.0048309178744, + "grad_norm": 0.0004940590006299317, + "learning_rate": 3.5426731078904997e-06, + "loss": 0.0, + "step": 7050 + }, + { + "epoch": 100.00579710144928, + "grad_norm": 0.0007130287704057992, + "learning_rate": 3.531937734836286e-06, + "loss": 0.0, + "step": 7060 + }, + { + "epoch": 100.00676328502415, + "grad_norm": 0.0007455471204593778, + "learning_rate": 3.521202361782072e-06, + "loss": 0.0, + "step": 7070 + }, + { + "epoch": 100.00676328502415, + "eval_accuracy": 0.7532467532467533, + "eval_loss": 2.0068461894989014, + "eval_runtime": 15.1443, + "eval_samples_per_second": 5.084, + "eval_steps_per_second": 1.321, + "step": 7070 + }, + { + "epoch": 101.00096618357487, + "grad_norm": 0.0003840252757072449, + "learning_rate": 3.5104669887278586e-06, + "loss": 0.0, + "step": 7080 + }, + { + "epoch": 101.00193236714976, + "grad_norm": 0.00036437122616916895, + "learning_rate": 3.499731615673645e-06, + "loss": 0.0006, + "step": 7090 + }, + { + "epoch": 101.00289855072464, + "grad_norm": 0.001055071479640901, + "learning_rate": 3.488996242619431e-06, + "loss": 0.0, + "step": 7100 + }, + { + "epoch": 101.00386473429951, + "grad_norm": 0.04166965186595917, + "learning_rate": 3.4782608695652175e-06, + "loss": 0.174, + "step": 7110 + }, + { + "epoch": 101.0048309178744, + "grad_norm": 0.0005369763821363449, + "learning_rate": 3.467525496511004e-06, + "loss": 0.0004, + "step": 7120 + }, + { + "epoch": 101.00579710144928, + "grad_norm": 0.0004044979577884078, + "learning_rate": 3.4567901234567904e-06, + "loss": 0.0, + "step": 7130 + }, + { + "epoch": 101.00676328502415, + "grad_norm": 0.0003100241592619568, + "learning_rate": 3.4460547504025764e-06, + "loss": 0.0163, + "step": 7140 + }, + { + "epoch": 101.00676328502415, + "eval_accuracy": 0.7922077922077922, + "eval_loss": 1.8340067863464355, + "eval_runtime": 17.1815, + "eval_samples_per_second": 4.482, + "eval_steps_per_second": 1.164, + "step": 7140 + }, + { + "epoch": 102.00096618357487, + "grad_norm": 0.0005807825946249068, + "learning_rate": 3.4353193773483633e-06, + "loss": 0.0015, + "step": 7150 + }, + { + "epoch": 102.00193236714976, + "grad_norm": 0.0004728983039967716, + "learning_rate": 3.4245840042941498e-06, + "loss": 0.0, + "step": 7160 + }, + { + "epoch": 102.00289855072464, + "grad_norm": 0.00022850323875900358, + "learning_rate": 3.4138486312399362e-06, + "loss": 0.0, + "step": 7170 + }, + { + "epoch": 102.00386473429951, + "grad_norm": 0.006223591510206461, + "learning_rate": 3.4031132581857222e-06, + "loss": 0.0, + "step": 7180 + }, + { + "epoch": 102.0048309178744, + "grad_norm": 0.00024900989956222475, + "learning_rate": 3.3923778851315087e-06, + "loss": 0.0, + "step": 7190 + }, + { + "epoch": 102.00579710144928, + "grad_norm": 0.0019101315410807729, + "learning_rate": 3.381642512077295e-06, + "loss": 0.0, + "step": 7200 + }, + { + "epoch": 102.00676328502415, + "grad_norm": 0.0003227620618417859, + "learning_rate": 3.370907139023081e-06, + "loss": 0.0, + "step": 7210 + }, + { + "epoch": 102.00676328502415, + "eval_accuracy": 0.8311688311688312, + "eval_loss": 1.3226364850997925, + "eval_runtime": 18.0086, + "eval_samples_per_second": 4.276, + "eval_steps_per_second": 1.111, + "step": 7210 + }, + { + "epoch": 103.00096618357487, + "grad_norm": 0.0004981742240488529, + "learning_rate": 3.3601717659688676e-06, + "loss": 0.0, + "step": 7220 + }, + { + "epoch": 103.00193236714976, + "grad_norm": 0.000562319066375494, + "learning_rate": 3.349436392914654e-06, + "loss": 0.0, + "step": 7230 + }, + { + "epoch": 103.00289855072464, + "grad_norm": 0.0005576030816882849, + "learning_rate": 3.33870101986044e-06, + "loss": 0.0, + "step": 7240 + }, + { + "epoch": 103.00386473429951, + "grad_norm": 0.0009905042825266719, + "learning_rate": 3.3279656468062265e-06, + "loss": 0.0, + "step": 7250 + }, + { + "epoch": 103.0048309178744, + "grad_norm": 0.00032818218460306525, + "learning_rate": 3.317230273752013e-06, + "loss": 0.0833, + "step": 7260 + }, + { + "epoch": 103.00579710144928, + "grad_norm": 0.0029643636662513018, + "learning_rate": 3.3064949006978e-06, + "loss": 0.0, + "step": 7270 + }, + { + "epoch": 103.00676328502415, + "grad_norm": 0.0008541871211491525, + "learning_rate": 3.295759527643586e-06, + "loss": 0.0, + "step": 7280 + }, + { + "epoch": 103.00676328502415, + "eval_accuracy": 0.7532467532467533, + "eval_loss": 2.460693597793579, + "eval_runtime": 17.2217, + "eval_samples_per_second": 4.471, + "eval_steps_per_second": 1.161, + "step": 7280 + }, + { + "epoch": 104.00096618357487, + "grad_norm": 0.0004660151316784322, + "learning_rate": 3.2850241545893724e-06, + "loss": 0.2667, + "step": 7290 + }, + { + "epoch": 104.00193236714976, + "grad_norm": 0.006872973870486021, + "learning_rate": 3.274288781535159e-06, + "loss": 0.0, + "step": 7300 + }, + { + "epoch": 104.00289855072464, + "grad_norm": 0.0034734373912215233, + "learning_rate": 3.263553408480945e-06, + "loss": 0.0, + "step": 7310 + }, + { + "epoch": 104.00386473429951, + "grad_norm": 0.002416298259049654, + "learning_rate": 3.2528180354267313e-06, + "loss": 0.0952, + "step": 7320 + }, + { + "epoch": 104.0048309178744, + "grad_norm": 0.00047030055429786444, + "learning_rate": 3.2420826623725177e-06, + "loss": 0.0, + "step": 7330 + }, + { + "epoch": 104.00579710144928, + "grad_norm": 0.002508195349946618, + "learning_rate": 3.231347289318304e-06, + "loss": 0.0, + "step": 7340 + }, + { + "epoch": 104.00676328502415, + "grad_norm": 0.006559464149177074, + "learning_rate": 3.22061191626409e-06, + "loss": 0.0683, + "step": 7350 + }, + { + "epoch": 104.00676328502415, + "eval_accuracy": 0.7922077922077922, + "eval_loss": 1.754974126815796, + "eval_runtime": 14.6171, + "eval_samples_per_second": 5.268, + "eval_steps_per_second": 1.368, + "step": 7350 + }, + { + "epoch": 105.00096618357487, + "grad_norm": 0.0030552211683243513, + "learning_rate": 3.2098765432098767e-06, + "loss": 0.0, + "step": 7360 + }, + { + "epoch": 105.00193236714976, + "grad_norm": 0.000478706177091226, + "learning_rate": 3.199141170155663e-06, + "loss": 0.0002, + "step": 7370 + }, + { + "epoch": 105.00289855072464, + "grad_norm": 0.0003611068823374808, + "learning_rate": 3.188405797101449e-06, + "loss": 0.0, + "step": 7380 + }, + { + "epoch": 105.00386473429951, + "grad_norm": 0.000608165399171412, + "learning_rate": 3.177670424047236e-06, + "loss": 0.0653, + "step": 7390 + }, + { + "epoch": 105.0048309178744, + "grad_norm": 0.0009645195677876472, + "learning_rate": 3.1669350509930225e-06, + "loss": 0.0, + "step": 7400 + }, + { + "epoch": 105.00579710144928, + "grad_norm": 0.0010169371962547302, + "learning_rate": 3.156199677938809e-06, + "loss": 0.0, + "step": 7410 + }, + { + "epoch": 105.00676328502415, + "grad_norm": 0.004264978691935539, + "learning_rate": 3.145464304884595e-06, + "loss": 0.0, + "step": 7420 + }, + { + "epoch": 105.00676328502415, + "eval_accuracy": 0.8311688311688312, + "eval_loss": 1.4899604320526123, + "eval_runtime": 14.5365, + "eval_samples_per_second": 5.297, + "eval_steps_per_second": 1.376, + "step": 7420 + }, + { + "epoch": 106.00096618357487, + "grad_norm": 0.0018262077355757356, + "learning_rate": 3.1347289318303814e-06, + "loss": 0.0, + "step": 7430 + }, + { + "epoch": 106.00193236714976, + "grad_norm": 0.000662806851323694, + "learning_rate": 3.123993558776168e-06, + "loss": 0.0, + "step": 7440 + }, + { + "epoch": 106.00289855072464, + "grad_norm": 0.0005241535254754126, + "learning_rate": 3.113258185721954e-06, + "loss": 0.198, + "step": 7450 + }, + { + "epoch": 106.00386473429951, + "grad_norm": 0.0009639605414122343, + "learning_rate": 3.1025228126677403e-06, + "loss": 0.0, + "step": 7460 + }, + { + "epoch": 106.0048309178744, + "grad_norm": 0.0003563823411241174, + "learning_rate": 3.0917874396135268e-06, + "loss": 0.0008, + "step": 7470 + }, + { + "epoch": 106.00579710144928, + "grad_norm": 0.00036870595067739487, + "learning_rate": 3.081052066559313e-06, + "loss": 0.0, + "step": 7480 + }, + { + "epoch": 106.00676328502415, + "grad_norm": 0.00026721181347966194, + "learning_rate": 3.0703166935050992e-06, + "loss": 0.0, + "step": 7490 + }, + { + "epoch": 106.00676328502415, + "eval_accuracy": 0.7662337662337663, + "eval_loss": 1.5684095621109009, + "eval_runtime": 16.9217, + "eval_samples_per_second": 4.55, + "eval_steps_per_second": 1.182, + "step": 7490 + }, + { + "epoch": 107.00096618357487, + "grad_norm": 624.6681518554688, + "learning_rate": 3.059581320450886e-06, + "loss": 0.0527, + "step": 7500 + }, + { + "epoch": 107.00193236714976, + "grad_norm": 0.0003674910985864699, + "learning_rate": 3.0488459473966726e-06, + "loss": 0.0, + "step": 7510 + }, + { + "epoch": 107.00289855072464, + "grad_norm": 0.0003636605979409069, + "learning_rate": 3.038110574342459e-06, + "loss": 0.0, + "step": 7520 + }, + { + "epoch": 107.00386473429951, + "grad_norm": 0.0015479899011552334, + "learning_rate": 3.027375201288245e-06, + "loss": 0.0, + "step": 7530 + }, + { + "epoch": 107.0048309178744, + "grad_norm": 0.0007740533910691738, + "learning_rate": 3.0166398282340315e-06, + "loss": 0.0, + "step": 7540 + }, + { + "epoch": 107.00579710144928, + "grad_norm": 0.0003727949515450746, + "learning_rate": 3.005904455179818e-06, + "loss": 0.0001, + "step": 7550 + }, + { + "epoch": 107.00676328502415, + "grad_norm": 0.00039142067544162273, + "learning_rate": 2.995169082125604e-06, + "loss": 0.0, + "step": 7560 + }, + { + "epoch": 107.00676328502415, + "eval_accuracy": 0.8051948051948052, + "eval_loss": 1.7333017587661743, + "eval_runtime": 16.6874, + "eval_samples_per_second": 4.614, + "eval_steps_per_second": 1.199, + "step": 7560 + }, + { + "epoch": 108.00096618357487, + "grad_norm": 0.0002302713255630806, + "learning_rate": 2.9844337090713904e-06, + "loss": 0.0, + "step": 7570 + }, + { + "epoch": 108.00193236714976, + "grad_norm": 0.00029453245224431157, + "learning_rate": 2.973698336017177e-06, + "loss": 0.0001, + "step": 7580 + }, + { + "epoch": 108.00289855072464, + "grad_norm": 0.0043038977310061455, + "learning_rate": 2.962962962962963e-06, + "loss": 0.0, + "step": 7590 + }, + { + "epoch": 108.00386473429951, + "grad_norm": 292.66595458984375, + "learning_rate": 2.9522275899087494e-06, + "loss": 0.0253, + "step": 7600 + }, + { + "epoch": 108.0048309178744, + "grad_norm": 0.0004467540711630136, + "learning_rate": 2.941492216854536e-06, + "loss": 0.0, + "step": 7610 + }, + { + "epoch": 108.00579710144928, + "grad_norm": 0.0002925453591160476, + "learning_rate": 2.9307568438003227e-06, + "loss": 0.3068, + "step": 7620 + }, + { + "epoch": 108.00676328502415, + "grad_norm": 0.0020885635167360306, + "learning_rate": 2.9200214707461087e-06, + "loss": 0.0, + "step": 7630 + }, + { + "epoch": 108.00676328502415, + "eval_accuracy": 0.7922077922077922, + "eval_loss": 1.423266887664795, + "eval_runtime": 14.9029, + "eval_samples_per_second": 5.167, + "eval_steps_per_second": 1.342, + "step": 7630 + }, + { + "epoch": 109.00096618357487, + "grad_norm": 0.0003770174225792289, + "learning_rate": 2.909286097691895e-06, + "loss": 0.0, + "step": 7640 + }, + { + "epoch": 109.00193236714976, + "grad_norm": 319.81683349609375, + "learning_rate": 2.8985507246376816e-06, + "loss": 0.2953, + "step": 7650 + }, + { + "epoch": 109.00289855072464, + "grad_norm": 0.000277810642728582, + "learning_rate": 2.8878153515834676e-06, + "loss": 0.0, + "step": 7660 + }, + { + "epoch": 109.00386473429951, + "grad_norm": 0.0017440535593777895, + "learning_rate": 2.877079978529254e-06, + "loss": 0.0, + "step": 7670 + }, + { + "epoch": 109.0048309178744, + "grad_norm": 0.004614552017301321, + "learning_rate": 2.8663446054750405e-06, + "loss": 0.0, + "step": 7680 + }, + { + "epoch": 109.00579710144928, + "grad_norm": 0.0003517542500048876, + "learning_rate": 2.8556092324208266e-06, + "loss": 0.0, + "step": 7690 + }, + { + "epoch": 109.00676328502415, + "grad_norm": 0.0006136648589745164, + "learning_rate": 2.844873859366613e-06, + "loss": 0.0001, + "step": 7700 + }, + { + "epoch": 109.00676328502415, + "eval_accuracy": 0.7792207792207793, + "eval_loss": 1.7541829347610474, + "eval_runtime": 14.6741, + "eval_samples_per_second": 5.247, + "eval_steps_per_second": 1.363, + "step": 7700 + }, + { + "epoch": 110.00096618357487, + "grad_norm": 0.003632753388956189, + "learning_rate": 2.8341384863123995e-06, + "loss": 0.0, + "step": 7710 + }, + { + "epoch": 110.00193236714976, + "grad_norm": 0.0011343782534822822, + "learning_rate": 2.823403113258186e-06, + "loss": 0.0, + "step": 7720 + }, + { + "epoch": 110.00289855072464, + "grad_norm": 0.00032457453198730946, + "learning_rate": 2.812667740203972e-06, + "loss": 0.0172, + "step": 7730 + }, + { + "epoch": 110.00386473429951, + "grad_norm": 0.0008219513692893088, + "learning_rate": 2.801932367149759e-06, + "loss": 0.0, + "step": 7740 + }, + { + "epoch": 110.0048309178744, + "grad_norm": 0.00046765225124545395, + "learning_rate": 2.7911969940955453e-06, + "loss": 0.0, + "step": 7750 + }, + { + "epoch": 110.00579710144928, + "grad_norm": 0.006037019193172455, + "learning_rate": 2.7804616210413317e-06, + "loss": 0.0, + "step": 7760 + }, + { + "epoch": 110.00676328502415, + "grad_norm": 0.00038607208989560604, + "learning_rate": 2.7697262479871177e-06, + "loss": 0.0, + "step": 7770 + }, + { + "epoch": 110.00676328502415, + "eval_accuracy": 0.8051948051948052, + "eval_loss": 1.4554383754730225, + "eval_runtime": 18.1834, + "eval_samples_per_second": 4.235, + "eval_steps_per_second": 1.1, + "step": 7770 + }, + { + "epoch": 111.00096618357487, + "grad_norm": 0.003369076643139124, + "learning_rate": 2.758990874932904e-06, + "loss": 0.0, + "step": 7780 + }, + { + "epoch": 111.00193236714976, + "grad_norm": 0.00028180310619063675, + "learning_rate": 2.7482555018786907e-06, + "loss": 0.0, + "step": 7790 + }, + { + "epoch": 111.00289855072464, + "grad_norm": 0.00040791460196487606, + "learning_rate": 2.7375201288244767e-06, + "loss": 0.0, + "step": 7800 + }, + { + "epoch": 111.00386473429951, + "grad_norm": 0.2944580912590027, + "learning_rate": 2.726784755770263e-06, + "loss": 0.0001, + "step": 7810 + }, + { + "epoch": 111.0048309178744, + "grad_norm": 0.000506663927808404, + "learning_rate": 2.7160493827160496e-06, + "loss": 0.0, + "step": 7820 + }, + { + "epoch": 111.00579710144928, + "grad_norm": 0.0006107607623562217, + "learning_rate": 2.7053140096618356e-06, + "loss": 0.0, + "step": 7830 + }, + { + "epoch": 111.00676328502415, + "grad_norm": 0.0007616582443006337, + "learning_rate": 2.694578636607622e-06, + "loss": 0.0, + "step": 7840 + }, + { + "epoch": 111.00676328502415, + "eval_accuracy": 0.8571428571428571, + "eval_loss": 1.3537590503692627, + "eval_runtime": 25.5207, + "eval_samples_per_second": 3.017, + "eval_steps_per_second": 0.784, + "step": 7840 + }, + { + "epoch": 112.00096618357487, + "grad_norm": 0.00020077962835785002, + "learning_rate": 2.683843263553409e-06, + "loss": 0.0, + "step": 7850 + }, + { + "epoch": 112.00193236714976, + "grad_norm": 0.0007396721048280597, + "learning_rate": 2.6731078904991954e-06, + "loss": 0.0, + "step": 7860 + }, + { + "epoch": 112.00289855072464, + "grad_norm": 0.001002350589260459, + "learning_rate": 2.6623725174449814e-06, + "loss": 0.0, + "step": 7870 + }, + { + "epoch": 112.00386473429951, + "grad_norm": 0.0007556098862551153, + "learning_rate": 2.651637144390768e-06, + "loss": 0.0, + "step": 7880 + }, + { + "epoch": 112.0048309178744, + "grad_norm": 0.0019177094800397754, + "learning_rate": 2.6409017713365543e-06, + "loss": 0.0, + "step": 7890 + }, + { + "epoch": 112.00579710144928, + "grad_norm": 0.004157165996730328, + "learning_rate": 2.6301663982823408e-06, + "loss": 0.0, + "step": 7900 + }, + { + "epoch": 112.00676328502415, + "grad_norm": 0.0004525023396126926, + "learning_rate": 2.6194310252281268e-06, + "loss": 0.0, + "step": 7910 + }, + { + "epoch": 112.00676328502415, + "eval_accuracy": 0.8571428571428571, + "eval_loss": 1.4164801836013794, + "eval_runtime": 14.6287, + "eval_samples_per_second": 5.264, + "eval_steps_per_second": 1.367, + "step": 7910 + }, + { + "epoch": 113.00096618357487, + "grad_norm": 0.0003341760893817991, + "learning_rate": 2.6086956521739132e-06, + "loss": 0.0, + "step": 7920 + }, + { + "epoch": 113.00193236714976, + "grad_norm": 0.0007722051814198494, + "learning_rate": 2.5979602791196997e-06, + "loss": 0.0, + "step": 7930 + }, + { + "epoch": 113.00289855072464, + "grad_norm": 0.0003543299390003085, + "learning_rate": 2.5872249060654857e-06, + "loss": 0.0, + "step": 7940 + }, + { + "epoch": 113.00386473429951, + "grad_norm": 0.003534851362928748, + "learning_rate": 2.576489533011272e-06, + "loss": 0.0, + "step": 7950 + }, + { + "epoch": 113.0048309178744, + "grad_norm": 0.0003302747500129044, + "learning_rate": 2.5657541599570586e-06, + "loss": 0.0, + "step": 7960 + }, + { + "epoch": 113.00579710144928, + "grad_norm": 0.00041915668407455087, + "learning_rate": 2.5550187869028455e-06, + "loss": 0.0, + "step": 7970 + }, + { + "epoch": 113.00676328502415, + "grad_norm": 0.02611609548330307, + "learning_rate": 2.5442834138486315e-06, + "loss": 0.0, + "step": 7980 + }, + { + "epoch": 113.00676328502415, + "eval_accuracy": 0.8571428571428571, + "eval_loss": 1.4228990077972412, + "eval_runtime": 14.244, + "eval_samples_per_second": 5.406, + "eval_steps_per_second": 1.404, + "step": 7980 + }, + { + "epoch": 114.00096618357487, + "grad_norm": 0.0005513859214261174, + "learning_rate": 2.533548040794418e-06, + "loss": 0.0, + "step": 7990 + }, + { + "epoch": 114.00193236714976, + "grad_norm": 0.0006181516218930483, + "learning_rate": 2.5228126677402044e-06, + "loss": 0.0, + "step": 8000 + }, + { + "epoch": 114.00289855072464, + "grad_norm": 0.0005718721658922732, + "learning_rate": 2.5120772946859904e-06, + "loss": 0.0, + "step": 8010 + }, + { + "epoch": 114.00386473429951, + "grad_norm": 0.0015514239203184843, + "learning_rate": 2.501341921631777e-06, + "loss": 0.0, + "step": 8020 + }, + { + "epoch": 114.0048309178744, + "grad_norm": 0.0005155864637345076, + "learning_rate": 2.4906065485775633e-06, + "loss": 0.0, + "step": 8030 + }, + { + "epoch": 114.00579710144928, + "grad_norm": 0.0005761452484875917, + "learning_rate": 2.4798711755233494e-06, + "loss": 0.0, + "step": 8040 + }, + { + "epoch": 114.00676328502415, + "grad_norm": 0.0003508743247948587, + "learning_rate": 2.469135802469136e-06, + "loss": 0.0, + "step": 8050 + }, + { + "epoch": 114.00676328502415, + "eval_accuracy": 0.8571428571428571, + "eval_loss": 1.4191442728042603, + "eval_runtime": 14.3381, + "eval_samples_per_second": 5.37, + "eval_steps_per_second": 1.395, + "step": 8050 + }, + { + "epoch": 115.00096618357487, + "grad_norm": 0.00038109711022116244, + "learning_rate": 2.4584004294149223e-06, + "loss": 0.0, + "step": 8060 + }, + { + "epoch": 115.00193236714976, + "grad_norm": 0.0004090418224222958, + "learning_rate": 2.4476650563607087e-06, + "loss": 0.0, + "step": 8070 + }, + { + "epoch": 115.00289855072464, + "grad_norm": 0.00023632495140191168, + "learning_rate": 2.436929683306495e-06, + "loss": 0.0, + "step": 8080 + }, + { + "epoch": 115.00386473429951, + "grad_norm": 0.00041399948531761765, + "learning_rate": 2.426194310252281e-06, + "loss": 0.0, + "step": 8090 + }, + { + "epoch": 115.0048309178744, + "grad_norm": 0.0004869647673331201, + "learning_rate": 2.4154589371980677e-06, + "loss": 0.0, + "step": 8100 + }, + { + "epoch": 115.00579710144928, + "grad_norm": 0.0002684770443011075, + "learning_rate": 2.4047235641438545e-06, + "loss": 0.0, + "step": 8110 + }, + { + "epoch": 115.00676328502415, + "grad_norm": 0.005061628762632608, + "learning_rate": 2.3939881910896406e-06, + "loss": 0.0, + "step": 8120 + }, + { + "epoch": 115.00676328502415, + "eval_accuracy": 0.8571428571428571, + "eval_loss": 1.4363770484924316, + "eval_runtime": 14.3464, + "eval_samples_per_second": 5.367, + "eval_steps_per_second": 1.394, + "step": 8120 + }, + { + "epoch": 116.00096618357487, + "grad_norm": 0.00040192605229094625, + "learning_rate": 2.383252818035427e-06, + "loss": 0.0, + "step": 8130 + }, + { + "epoch": 116.00193236714976, + "grad_norm": 0.0004934113239869475, + "learning_rate": 2.3725174449812135e-06, + "loss": 0.0, + "step": 8140 + }, + { + "epoch": 116.00289855072464, + "grad_norm": 0.0008514419896528125, + "learning_rate": 2.3617820719269995e-06, + "loss": 0.0, + "step": 8150 + }, + { + "epoch": 116.00386473429951, + "grad_norm": 0.01015880610793829, + "learning_rate": 2.351046698872786e-06, + "loss": 0.0, + "step": 8160 + }, + { + "epoch": 116.0048309178744, + "grad_norm": 0.0004901864449493587, + "learning_rate": 2.3403113258185724e-06, + "loss": 0.0, + "step": 8170 + }, + { + "epoch": 116.00579710144928, + "grad_norm": 0.00022043399803806096, + "learning_rate": 2.329575952764359e-06, + "loss": 0.0, + "step": 8180 + }, + { + "epoch": 116.00676328502415, + "grad_norm": 0.00031955583835951984, + "learning_rate": 2.3188405797101453e-06, + "loss": 0.0, + "step": 8190 + }, + { + "epoch": 116.00676328502415, + "eval_accuracy": 0.8311688311688312, + "eval_loss": 1.457450032234192, + "eval_runtime": 16.0943, + "eval_samples_per_second": 4.784, + "eval_steps_per_second": 1.243, + "step": 8190 + }, + { + "epoch": 117.00096618357487, + "grad_norm": 0.0003374749212525785, + "learning_rate": 2.3081052066559313e-06, + "loss": 0.0, + "step": 8200 + }, + { + "epoch": 117.00193236714976, + "grad_norm": 0.0002894297649618238, + "learning_rate": 2.2973698336017178e-06, + "loss": 0.0, + "step": 8210 + }, + { + "epoch": 117.00289855072464, + "grad_norm": 0.00022455077851191163, + "learning_rate": 2.2866344605475042e-06, + "loss": 0.0, + "step": 8220 + }, + { + "epoch": 117.00386473429951, + "grad_norm": 0.00020910402236040682, + "learning_rate": 2.2758990874932907e-06, + "loss": 0.0, + "step": 8230 + }, + { + "epoch": 117.0048309178744, + "grad_norm": 0.00024087671772576869, + "learning_rate": 2.265163714439077e-06, + "loss": 0.0, + "step": 8240 + }, + { + "epoch": 117.00579710144928, + "grad_norm": 0.000636860728263855, + "learning_rate": 2.254428341384863e-06, + "loss": 0.0, + "step": 8250 + }, + { + "epoch": 117.00676328502415, + "grad_norm": 0.0007749819196760654, + "learning_rate": 2.2436929683306496e-06, + "loss": 0.0, + "step": 8260 + }, + { + "epoch": 117.00676328502415, + "eval_accuracy": 0.8311688311688312, + "eval_loss": 1.4639664888381958, + "eval_runtime": 15.7612, + "eval_samples_per_second": 4.885, + "eval_steps_per_second": 1.269, + "step": 8260 + }, + { + "epoch": 118.00096618357487, + "grad_norm": 0.0007536153425462544, + "learning_rate": 2.232957595276436e-06, + "loss": 0.0, + "step": 8270 + }, + { + "epoch": 118.00193236714976, + "grad_norm": 0.00032429906423203647, + "learning_rate": 2.222222222222222e-06, + "loss": 0.0, + "step": 8280 + }, + { + "epoch": 118.00289855072464, + "grad_norm": 0.0006189732230268419, + "learning_rate": 2.211486849168009e-06, + "loss": 0.0, + "step": 8290 + }, + { + "epoch": 118.00386473429951, + "grad_norm": 0.0018710630247369409, + "learning_rate": 2.2007514761137954e-06, + "loss": 0.0, + "step": 8300 + }, + { + "epoch": 118.0048309178744, + "grad_norm": 0.00020172024960629642, + "learning_rate": 2.1900161030595814e-06, + "loss": 0.0, + "step": 8310 + }, + { + "epoch": 118.00579710144928, + "grad_norm": 0.0002452440094202757, + "learning_rate": 2.179280730005368e-06, + "loss": 0.0, + "step": 8320 + }, + { + "epoch": 118.00676328502415, + "grad_norm": 0.0005612657987512648, + "learning_rate": 2.1685453569511543e-06, + "loss": 0.0, + "step": 8330 + }, + { + "epoch": 118.00676328502415, + "eval_accuracy": 0.8311688311688312, + "eval_loss": 1.480674386024475, + "eval_runtime": 16.8552, + "eval_samples_per_second": 4.568, + "eval_steps_per_second": 1.187, + "step": 8330 + }, + { + "epoch": 119.00096618357487, + "grad_norm": 0.004412544891238213, + "learning_rate": 2.1578099838969404e-06, + "loss": 0.0, + "step": 8340 + }, + { + "epoch": 119.00193236714976, + "grad_norm": 0.0001875559682957828, + "learning_rate": 2.1470746108427272e-06, + "loss": 0.0, + "step": 8350 + }, + { + "epoch": 119.00289855072464, + "grad_norm": 0.00025120144709944725, + "learning_rate": 2.1363392377885133e-06, + "loss": 0.0, + "step": 8360 + }, + { + "epoch": 119.00386473429951, + "grad_norm": 0.0002451414766255766, + "learning_rate": 2.1256038647342997e-06, + "loss": 0.0, + "step": 8370 + }, + { + "epoch": 119.0048309178744, + "grad_norm": 0.00071542157093063, + "learning_rate": 2.114868491680086e-06, + "loss": 0.0, + "step": 8380 + }, + { + "epoch": 119.00579710144928, + "grad_norm": 0.0005497967358678579, + "learning_rate": 2.104133118625872e-06, + "loss": 0.0, + "step": 8390 + }, + { + "epoch": 119.00676328502415, + "grad_norm": 0.00022419539163820446, + "learning_rate": 2.093397745571659e-06, + "loss": 0.0, + "step": 8400 + }, + { + "epoch": 119.00676328502415, + "eval_accuracy": 0.8311688311688312, + "eval_loss": 1.5029710531234741, + "eval_runtime": 16.8065, + "eval_samples_per_second": 4.582, + "eval_steps_per_second": 1.19, + "step": 8400 + }, + { + "epoch": 120.00096618357487, + "grad_norm": 0.00019987497944384813, + "learning_rate": 2.082662372517445e-06, + "loss": 0.0, + "step": 8410 + }, + { + "epoch": 120.00193236714976, + "grad_norm": 0.00037460497696883976, + "learning_rate": 2.0719269994632315e-06, + "loss": 0.0, + "step": 8420 + }, + { + "epoch": 120.00289855072464, + "grad_norm": 0.0003980303881689906, + "learning_rate": 2.061191626409018e-06, + "loss": 0.0, + "step": 8430 + }, + { + "epoch": 120.00386473429951, + "grad_norm": 0.00016923666407819837, + "learning_rate": 2.050456253354804e-06, + "loss": 0.0, + "step": 8440 + }, + { + "epoch": 120.0048309178744, + "grad_norm": 0.0003269107255619019, + "learning_rate": 2.0397208803005905e-06, + "loss": 0.0, + "step": 8450 + }, + { + "epoch": 120.00579710144928, + "grad_norm": 0.0008120771963149309, + "learning_rate": 2.028985507246377e-06, + "loss": 0.0, + "step": 8460 + }, + { + "epoch": 120.00676328502415, + "grad_norm": 0.0005975480889901519, + "learning_rate": 2.0182501341921634e-06, + "loss": 0.0, + "step": 8470 + }, + { + "epoch": 120.00676328502415, + "eval_accuracy": 0.8311688311688312, + "eval_loss": 1.518750786781311, + "eval_runtime": 17.4768, + "eval_samples_per_second": 4.406, + "eval_steps_per_second": 1.144, + "step": 8470 + }, + { + "epoch": 121.00096618357487, + "grad_norm": 0.00044110111775808036, + "learning_rate": 2.00751476113795e-06, + "loss": 0.0, + "step": 8480 + }, + { + "epoch": 121.00193236714976, + "grad_norm": 0.00020110349578317255, + "learning_rate": 1.9967793880837363e-06, + "loss": 0.0, + "step": 8490 + }, + { + "epoch": 121.00289855072464, + "grad_norm": 0.000270154036115855, + "learning_rate": 1.9860440150295223e-06, + "loss": 0.0, + "step": 8500 + }, + { + "epoch": 121.00386473429951, + "grad_norm": 0.0002893579949159175, + "learning_rate": 1.9753086419753087e-06, + "loss": 0.0, + "step": 8510 + }, + { + "epoch": 121.0048309178744, + "grad_norm": 0.001373679144307971, + "learning_rate": 1.964573268921095e-06, + "loss": 0.0, + "step": 8520 + }, + { + "epoch": 121.00579710144928, + "grad_norm": 0.0003092541010119021, + "learning_rate": 1.9538378958668816e-06, + "loss": 0.0, + "step": 8530 + }, + { + "epoch": 121.00676328502415, + "grad_norm": 0.00024617547751404345, + "learning_rate": 1.943102522812668e-06, + "loss": 0.0, + "step": 8540 + }, + { + "epoch": 121.00676328502415, + "eval_accuracy": 0.8181818181818182, + "eval_loss": 1.5642110109329224, + "eval_runtime": 16.6862, + "eval_samples_per_second": 4.615, + "eval_steps_per_second": 1.199, + "step": 8540 + }, + { + "epoch": 122.00096618357487, + "grad_norm": 0.00046582010691054165, + "learning_rate": 1.932367149758454e-06, + "loss": 0.0, + "step": 8550 + }, + { + "epoch": 122.00193236714976, + "grad_norm": 0.00022211925534065813, + "learning_rate": 1.9216317767042406e-06, + "loss": 0.0, + "step": 8560 + }, + { + "epoch": 122.00289855072464, + "grad_norm": 0.0002465721336193383, + "learning_rate": 1.910896403650027e-06, + "loss": 0.0, + "step": 8570 + }, + { + "epoch": 122.00386473429951, + "grad_norm": 0.0007177837542258203, + "learning_rate": 1.9001610305958135e-06, + "loss": 0.0, + "step": 8580 + }, + { + "epoch": 122.0048309178744, + "grad_norm": 0.0001443681976525113, + "learning_rate": 1.8894256575415997e-06, + "loss": 0.0, + "step": 8590 + }, + { + "epoch": 122.00579710144928, + "grad_norm": 0.00030018811230547726, + "learning_rate": 1.8786902844873862e-06, + "loss": 0.0, + "step": 8600 + }, + { + "epoch": 122.00676328502415, + "grad_norm": 0.00017983531870413572, + "learning_rate": 1.8679549114331724e-06, + "loss": 0.0, + "step": 8610 + }, + { + "epoch": 122.00676328502415, + "eval_accuracy": 0.8181818181818182, + "eval_loss": 1.5662660598754883, + "eval_runtime": 16.7576, + "eval_samples_per_second": 4.595, + "eval_steps_per_second": 1.193, + "step": 8610 + }, + { + "epoch": 123.00096618357487, + "grad_norm": 0.00021314997866284102, + "learning_rate": 1.8572195383789586e-06, + "loss": 0.0, + "step": 8620 + }, + { + "epoch": 123.00193236714976, + "grad_norm": 0.00018588421517051756, + "learning_rate": 1.846484165324745e-06, + "loss": 0.0, + "step": 8630 + }, + { + "epoch": 123.00289855072464, + "grad_norm": 0.0005342851509340107, + "learning_rate": 1.8357487922705318e-06, + "loss": 0.0, + "step": 8640 + }, + { + "epoch": 123.00386473429951, + "grad_norm": 0.00028879634919576347, + "learning_rate": 1.825013419216318e-06, + "loss": 0.0, + "step": 8650 + }, + { + "epoch": 123.0048309178744, + "grad_norm": 0.0004933462478220463, + "learning_rate": 1.8142780461621042e-06, + "loss": 0.0, + "step": 8660 + }, + { + "epoch": 123.00579710144928, + "grad_norm": 0.0003157542960252613, + "learning_rate": 1.8035426731078907e-06, + "loss": 0.0, + "step": 8670 + }, + { + "epoch": 123.00676328502415, + "grad_norm": 0.00021309992007445544, + "learning_rate": 1.792807300053677e-06, + "loss": 0.0, + "step": 8680 + }, + { + "epoch": 123.00676328502415, + "eval_accuracy": 0.8181818181818182, + "eval_loss": 1.5686160326004028, + "eval_runtime": 17.2629, + "eval_samples_per_second": 4.46, + "eval_steps_per_second": 1.159, + "step": 8680 + }, + { + "epoch": 124.00096618357487, + "grad_norm": 0.24094708263874054, + "learning_rate": 1.7820719269994632e-06, + "loss": 0.0, + "step": 8690 + }, + { + "epoch": 124.00193236714976, + "grad_norm": 0.0003956431755796075, + "learning_rate": 1.7713365539452498e-06, + "loss": 0.0, + "step": 8700 + }, + { + "epoch": 124.00289855072464, + "grad_norm": 0.00026967411395162344, + "learning_rate": 1.760601180891036e-06, + "loss": 0.0, + "step": 8710 + }, + { + "epoch": 124.00386473429951, + "grad_norm": 0.0006772116175852716, + "learning_rate": 1.7498658078368225e-06, + "loss": 0.0, + "step": 8720 + }, + { + "epoch": 124.0048309178744, + "grad_norm": 0.0004103895334992558, + "learning_rate": 1.7391304347826088e-06, + "loss": 0.0, + "step": 8730 + }, + { + "epoch": 124.00579710144928, + "grad_norm": 0.00021756005298811942, + "learning_rate": 1.7283950617283952e-06, + "loss": 0.0, + "step": 8740 + }, + { + "epoch": 124.00676328502415, + "grad_norm": 0.0003636313776951283, + "learning_rate": 1.7176596886741817e-06, + "loss": 0.0, + "step": 8750 + }, + { + "epoch": 124.00676328502415, + "eval_accuracy": 0.8571428571428571, + "eval_loss": 1.4284155368804932, + "eval_runtime": 14.6131, + "eval_samples_per_second": 5.269, + "eval_steps_per_second": 1.369, + "step": 8750 + }, + { + "epoch": 125.00096618357487, + "grad_norm": 0.0002465183206368238, + "learning_rate": 1.7069243156199681e-06, + "loss": 0.0, + "step": 8760 + }, + { + "epoch": 125.00193236714976, + "grad_norm": 0.0002711952547542751, + "learning_rate": 1.6961889425657543e-06, + "loss": 0.0, + "step": 8770 + }, + { + "epoch": 125.00289855072464, + "grad_norm": 0.0005906698643229902, + "learning_rate": 1.6854535695115406e-06, + "loss": 0.0, + "step": 8780 + }, + { + "epoch": 125.00386473429951, + "grad_norm": 0.0008631067466922104, + "learning_rate": 1.674718196457327e-06, + "loss": 0.0, + "step": 8790 + }, + { + "epoch": 125.0048309178744, + "grad_norm": 0.00018012075452134013, + "learning_rate": 1.6639828234031133e-06, + "loss": 0.0, + "step": 8800 + }, + { + "epoch": 125.00579710144928, + "grad_norm": 0.00032579831895418465, + "learning_rate": 1.6532474503489e-06, + "loss": 0.0, + "step": 8810 + }, + { + "epoch": 125.00676328502415, + "grad_norm": 0.00019309454364702106, + "learning_rate": 1.6425120772946862e-06, + "loss": 0.0, + "step": 8820 + }, + { + "epoch": 125.00676328502415, + "eval_accuracy": 0.8571428571428571, + "eval_loss": 1.4352055788040161, + "eval_runtime": 15.1216, + "eval_samples_per_second": 5.092, + "eval_steps_per_second": 1.323, + "step": 8820 + }, + { + "epoch": 126.00096618357487, + "grad_norm": 0.00021101922902744263, + "learning_rate": 1.6317767042404724e-06, + "loss": 0.0, + "step": 8830 + }, + { + "epoch": 126.00193236714976, + "grad_norm": 0.00024815279175527394, + "learning_rate": 1.6210413311862589e-06, + "loss": 0.0, + "step": 8840 + }, + { + "epoch": 126.00289855072464, + "grad_norm": 0.00025953681324608624, + "learning_rate": 1.610305958132045e-06, + "loss": 0.0, + "step": 8850 + }, + { + "epoch": 126.00386473429951, + "grad_norm": 0.00018137147708330303, + "learning_rate": 1.5995705850778316e-06, + "loss": 0.0, + "step": 8860 + }, + { + "epoch": 126.0048309178744, + "grad_norm": 0.0001805800711736083, + "learning_rate": 1.588835212023618e-06, + "loss": 0.0, + "step": 8870 + }, + { + "epoch": 126.00579710144928, + "grad_norm": 0.0001789192610885948, + "learning_rate": 1.5780998389694045e-06, + "loss": 0.0, + "step": 8880 + }, + { + "epoch": 126.00676328502415, + "grad_norm": 0.0029380114283412695, + "learning_rate": 1.5673644659151907e-06, + "loss": 0.0, + "step": 8890 + }, + { + "epoch": 126.00676328502415, + "eval_accuracy": 0.8571428571428571, + "eval_loss": 1.4391511678695679, + "eval_runtime": 14.8548, + "eval_samples_per_second": 5.184, + "eval_steps_per_second": 1.346, + "step": 8890 + }, + { + "epoch": 127.00096618357487, + "grad_norm": 0.00032747775549069047, + "learning_rate": 1.556629092860977e-06, + "loss": 0.0, + "step": 8900 + }, + { + "epoch": 127.00193236714976, + "grad_norm": 0.0001772013056324795, + "learning_rate": 1.5458937198067634e-06, + "loss": 0.0, + "step": 8910 + }, + { + "epoch": 127.00289855072464, + "grad_norm": 0.0002507749304641038, + "learning_rate": 1.5351583467525496e-06, + "loss": 0.0, + "step": 8920 + }, + { + "epoch": 127.00386473429951, + "grad_norm": 0.00020645925542339683, + "learning_rate": 1.5244229736983363e-06, + "loss": 0.0, + "step": 8930 + }, + { + "epoch": 127.0048309178744, + "grad_norm": 0.0002455931098666042, + "learning_rate": 1.5136876006441225e-06, + "loss": 0.0, + "step": 8940 + }, + { + "epoch": 127.00579710144928, + "grad_norm": 0.0001611367188161239, + "learning_rate": 1.502952227589909e-06, + "loss": 0.0, + "step": 8950 + }, + { + "epoch": 127.00676328502415, + "grad_norm": 0.00029621319845318794, + "learning_rate": 1.4922168545356952e-06, + "loss": 0.0, + "step": 8960 + }, + { + "epoch": 127.00676328502415, + "eval_accuracy": 0.8441558441558441, + "eval_loss": 1.5199832916259766, + "eval_runtime": 17.1653, + "eval_samples_per_second": 4.486, + "eval_steps_per_second": 1.165, + "step": 8960 + }, + { + "epoch": 128.0009661835749, + "grad_norm": 0.00026790890842676163, + "learning_rate": 1.4814814814814815e-06, + "loss": 0.0, + "step": 8970 + }, + { + "epoch": 128.00193236714975, + "grad_norm": 0.0002922885469160974, + "learning_rate": 1.470746108427268e-06, + "loss": 0.0, + "step": 8980 + }, + { + "epoch": 128.00289855072464, + "grad_norm": 0.00022152680321596563, + "learning_rate": 1.4600107353730544e-06, + "loss": 0.0, + "step": 8990 + }, + { + "epoch": 128.00386473429953, + "grad_norm": 0.0002079719997709617, + "learning_rate": 1.4492753623188408e-06, + "loss": 0.0, + "step": 9000 + }, + { + "epoch": 128.0048309178744, + "grad_norm": 0.0004370302485767752, + "learning_rate": 1.438539989264627e-06, + "loss": 0.0, + "step": 9010 + }, + { + "epoch": 128.00579710144928, + "grad_norm": 0.00025471995468251407, + "learning_rate": 1.4278046162104133e-06, + "loss": 0.0, + "step": 9020 + }, + { + "epoch": 128.00676328502416, + "grad_norm": 0.00036597729194909334, + "learning_rate": 1.4170692431561997e-06, + "loss": 0.0, + "step": 9030 + }, + { + "epoch": 128.00676328502416, + "eval_accuracy": 0.8441558441558441, + "eval_loss": 1.5243946313858032, + "eval_runtime": 19.1328, + "eval_samples_per_second": 4.025, + "eval_steps_per_second": 1.045, + "step": 9030 + }, + { + "epoch": 129.0009661835749, + "grad_norm": 0.0020494377240538597, + "learning_rate": 1.406333870101986e-06, + "loss": 0.0, + "step": 9040 + }, + { + "epoch": 129.00193236714975, + "grad_norm": 0.0005171003867872059, + "learning_rate": 1.3955984970477726e-06, + "loss": 0.0, + "step": 9050 + }, + { + "epoch": 129.00289855072464, + "grad_norm": 0.0006602657376788557, + "learning_rate": 1.3848631239935589e-06, + "loss": 0.0, + "step": 9060 + }, + { + "epoch": 129.00386473429953, + "grad_norm": 0.000498250825330615, + "learning_rate": 1.3741277509393453e-06, + "loss": 0.0, + "step": 9070 + }, + { + "epoch": 129.0048309178744, + "grad_norm": 0.00011794278543675318, + "learning_rate": 1.3633923778851316e-06, + "loss": 0.0, + "step": 9080 + }, + { + "epoch": 129.00579710144928, + "grad_norm": 0.00023995035735424608, + "learning_rate": 1.3526570048309178e-06, + "loss": 0.0, + "step": 9090 + }, + { + "epoch": 129.00676328502416, + "grad_norm": 0.00020481545652728528, + "learning_rate": 1.3419216317767045e-06, + "loss": 0.0, + "step": 9100 + }, + { + "epoch": 129.00676328502416, + "eval_accuracy": 0.8441558441558441, + "eval_loss": 1.5282416343688965, + "eval_runtime": 20.8777, + "eval_samples_per_second": 3.688, + "eval_steps_per_second": 0.958, + "step": 9100 + }, + { + "epoch": 130.0009661835749, + "grad_norm": 0.00041437524487264454, + "learning_rate": 1.3311862587224907e-06, + "loss": 0.0, + "step": 9110 + }, + { + "epoch": 130.00193236714975, + "grad_norm": 0.00026965918368659914, + "learning_rate": 1.3204508856682772e-06, + "loss": 0.0, + "step": 9120 + }, + { + "epoch": 130.00289855072464, + "grad_norm": 0.00022876296134199947, + "learning_rate": 1.3097155126140634e-06, + "loss": 0.0, + "step": 9130 + }, + { + "epoch": 130.00386473429953, + "grad_norm": 0.0004432128043845296, + "learning_rate": 1.2989801395598498e-06, + "loss": 0.0, + "step": 9140 + }, + { + "epoch": 130.0048309178744, + "grad_norm": 0.00015545626229140908, + "learning_rate": 1.288244766505636e-06, + "loss": 0.0, + "step": 9150 + }, + { + "epoch": 130.00579710144928, + "grad_norm": 0.00017510508769191802, + "learning_rate": 1.2775093934514227e-06, + "loss": 0.0, + "step": 9160 + }, + { + "epoch": 130.00676328502416, + "grad_norm": 0.00014436942001339048, + "learning_rate": 1.266774020397209e-06, + "loss": 0.0, + "step": 9170 + }, + { + "epoch": 130.00676328502416, + "eval_accuracy": 0.8441558441558441, + "eval_loss": 1.5338480472564697, + "eval_runtime": 21.879, + "eval_samples_per_second": 3.519, + "eval_steps_per_second": 0.914, + "step": 9170 + }, + { + "epoch": 131.0009661835749, + "grad_norm": 0.0001512864837422967, + "learning_rate": 1.2560386473429952e-06, + "loss": 0.0, + "step": 9180 + }, + { + "epoch": 131.00193236714975, + "grad_norm": 0.0008248549420386553, + "learning_rate": 1.2453032742887817e-06, + "loss": 0.0, + "step": 9190 + }, + { + "epoch": 131.00289855072464, + "grad_norm": 0.00021860776178073138, + "learning_rate": 1.234567901234568e-06, + "loss": 0.0, + "step": 9200 + }, + { + "epoch": 131.00386473429953, + "grad_norm": 0.00015075539704412222, + "learning_rate": 1.2238325281803544e-06, + "loss": 0.0, + "step": 9210 + }, + { + "epoch": 131.0048309178744, + "grad_norm": 0.00016689079347997904, + "learning_rate": 1.2130971551261406e-06, + "loss": 0.0, + "step": 9220 + }, + { + "epoch": 131.00579710144928, + "grad_norm": 0.00032013689633458853, + "learning_rate": 1.2023617820719273e-06, + "loss": 0.0, + "step": 9230 + }, + { + "epoch": 131.00676328502416, + "grad_norm": 0.0002864132111426443, + "learning_rate": 1.1916264090177135e-06, + "loss": 0.0, + "step": 9240 + }, + { + "epoch": 131.00676328502416, + "eval_accuracy": 0.8441558441558441, + "eval_loss": 1.5488603115081787, + "eval_runtime": 33.1783, + "eval_samples_per_second": 2.321, + "eval_steps_per_second": 0.603, + "step": 9240 + }, + { + "epoch": 132.0009661835749, + "grad_norm": 0.00016558170318603516, + "learning_rate": 1.1808910359634997e-06, + "loss": 0.0, + "step": 9250 + }, + { + "epoch": 132.00193236714975, + "grad_norm": 0.0001805421052267775, + "learning_rate": 1.1701556629092862e-06, + "loss": 0.0, + "step": 9260 + }, + { + "epoch": 132.00289855072464, + "grad_norm": 0.00022684381110593677, + "learning_rate": 1.1594202898550726e-06, + "loss": 0.0, + "step": 9270 + }, + { + "epoch": 132.00386473429953, + "grad_norm": 0.00018865799938794225, + "learning_rate": 1.1486849168008589e-06, + "loss": 0.0, + "step": 9280 + }, + { + "epoch": 132.0048309178744, + "grad_norm": 0.0002286021481268108, + "learning_rate": 1.1379495437466453e-06, + "loss": 0.0, + "step": 9290 + }, + { + "epoch": 132.00579710144928, + "grad_norm": 0.0002894134959205985, + "learning_rate": 1.1272141706924316e-06, + "loss": 0.0, + "step": 9300 + }, + { + "epoch": 132.00676328502416, + "grad_norm": 0.00023053883342072368, + "learning_rate": 1.116478797638218e-06, + "loss": 0.0, + "step": 9310 + }, + { + "epoch": 132.00676328502416, + "eval_accuracy": 0.8441558441558441, + "eval_loss": 1.5529676675796509, + "eval_runtime": 22.5575, + "eval_samples_per_second": 3.413, + "eval_steps_per_second": 0.887, + "step": 9310 + }, + { + "epoch": 133.0009661835749, + "grad_norm": 0.00038470380241051316, + "learning_rate": 1.1057434245840045e-06, + "loss": 0.0, + "step": 9320 + }, + { + "epoch": 133.00193236714975, + "grad_norm": 0.00019789740326814353, + "learning_rate": 1.0950080515297907e-06, + "loss": 0.0, + "step": 9330 + }, + { + "epoch": 133.00289855072464, + "grad_norm": 0.00023541324480902404, + "learning_rate": 1.0842726784755772e-06, + "loss": 0.0, + "step": 9340 + }, + { + "epoch": 133.00386473429953, + "grad_norm": 0.0025287040043622255, + "learning_rate": 1.0735373054213636e-06, + "loss": 0.0, + "step": 9350 + }, + { + "epoch": 133.0048309178744, + "grad_norm": 0.0004253005899954587, + "learning_rate": 1.0628019323671499e-06, + "loss": 0.0, + "step": 9360 + }, + { + "epoch": 133.00579710144928, + "grad_norm": 0.0001564955891808495, + "learning_rate": 1.052066559312936e-06, + "loss": 0.0, + "step": 9370 + }, + { + "epoch": 133.00676328502416, + "grad_norm": 0.0002814004838000983, + "learning_rate": 1.0413311862587225e-06, + "loss": 0.0, + "step": 9380 + }, + { + "epoch": 133.00676328502416, + "eval_accuracy": 0.8441558441558441, + "eval_loss": 1.5586316585540771, + "eval_runtime": 21.6913, + "eval_samples_per_second": 3.55, + "eval_steps_per_second": 0.922, + "step": 9380 + }, + { + "epoch": 134.0009661835749, + "grad_norm": 0.00016957947809714824, + "learning_rate": 1.030595813204509e-06, + "loss": 0.0, + "step": 9390 + }, + { + "epoch": 134.00193236714975, + "grad_norm": 0.0001453941804356873, + "learning_rate": 1.0198604401502952e-06, + "loss": 0.0, + "step": 9400 + }, + { + "epoch": 134.00289855072464, + "grad_norm": 0.0002459472743794322, + "learning_rate": 1.0091250670960817e-06, + "loss": 0.0, + "step": 9410 + }, + { + "epoch": 134.00386473429953, + "grad_norm": 0.0001978687650989741, + "learning_rate": 9.983896940418681e-07, + "loss": 0.0, + "step": 9420 + }, + { + "epoch": 134.0048309178744, + "grad_norm": 0.0002101514401147142, + "learning_rate": 9.876543209876544e-07, + "loss": 0.0, + "step": 9430 + }, + { + "epoch": 134.00579710144928, + "grad_norm": 0.00020504761778283864, + "learning_rate": 9.769189479334408e-07, + "loss": 0.0, + "step": 9440 + }, + { + "epoch": 134.00676328502416, + "grad_norm": 0.00021766134887002409, + "learning_rate": 9.66183574879227e-07, + "loss": 0.0, + "step": 9450 + }, + { + "epoch": 134.00676328502416, + "eval_accuracy": 0.8441558441558441, + "eval_loss": 1.564234733581543, + "eval_runtime": 20.8788, + "eval_samples_per_second": 3.688, + "eval_steps_per_second": 0.958, + "step": 9450 + }, + { + "epoch": 135.0009661835749, + "grad_norm": 0.00020511502225417644, + "learning_rate": 9.554482018250135e-07, + "loss": 0.0, + "step": 9460 + }, + { + "epoch": 135.00193236714975, + "grad_norm": 0.001212193281389773, + "learning_rate": 9.447128287707999e-07, + "loss": 0.0, + "step": 9470 + }, + { + "epoch": 135.00289855072464, + "grad_norm": 0.0002920062397606671, + "learning_rate": 9.339774557165862e-07, + "loss": 0.0, + "step": 9480 + }, + { + "epoch": 135.00386473429953, + "grad_norm": 0.0001773640251485631, + "learning_rate": 9.232420826623725e-07, + "loss": 0.0, + "step": 9490 + }, + { + "epoch": 135.0048309178744, + "grad_norm": 0.0002293359866598621, + "learning_rate": 9.12506709608159e-07, + "loss": 0.0, + "step": 9500 + }, + { + "epoch": 135.00579710144928, + "grad_norm": 0.00026728856028057635, + "learning_rate": 9.017713365539453e-07, + "loss": 0.0, + "step": 9510 + }, + { + "epoch": 135.00676328502416, + "grad_norm": 0.00027180055622011423, + "learning_rate": 8.910359634997316e-07, + "loss": 0.0, + "step": 9520 + }, + { + "epoch": 135.00676328502416, + "eval_accuracy": 0.8441558441558441, + "eval_loss": 1.5596168041229248, + "eval_runtime": 21.4836, + "eval_samples_per_second": 3.584, + "eval_steps_per_second": 0.931, + "step": 9520 + }, + { + "epoch": 136.0009661835749, + "grad_norm": 0.0005629212246276438, + "learning_rate": 8.80300590445518e-07, + "loss": 0.0, + "step": 9530 + }, + { + "epoch": 136.00193236714975, + "grad_norm": 0.000151635889778845, + "learning_rate": 8.695652173913044e-07, + "loss": 0.0, + "step": 9540 + }, + { + "epoch": 136.00289855072464, + "grad_norm": 0.0002448921441100538, + "learning_rate": 8.588298443370908e-07, + "loss": 0.0, + "step": 9550 + }, + { + "epoch": 136.00386473429953, + "grad_norm": 0.008513822220265865, + "learning_rate": 8.480944712828772e-07, + "loss": 0.0, + "step": 9560 + }, + { + "epoch": 136.0048309178744, + "grad_norm": 0.00017195107648149133, + "learning_rate": 8.373590982286635e-07, + "loss": 0.0, + "step": 9570 + }, + { + "epoch": 136.00579710144928, + "grad_norm": 0.00014387645933311433, + "learning_rate": 8.2662372517445e-07, + "loss": 0.0, + "step": 9580 + }, + { + "epoch": 136.00676328502416, + "grad_norm": 0.0002819636429194361, + "learning_rate": 8.158883521202362e-07, + "loss": 0.0, + "step": 9590 + }, + { + "epoch": 136.00676328502416, + "eval_accuracy": 0.8441558441558441, + "eval_loss": 1.5680683851242065, + "eval_runtime": 19.9494, + "eval_samples_per_second": 3.86, + "eval_steps_per_second": 1.003, + "step": 9590 + }, + { + "epoch": 137.0009661835749, + "grad_norm": 0.00016729481285437942, + "learning_rate": 8.051529790660226e-07, + "loss": 0.0, + "step": 9600 + }, + { + "epoch": 137.00193236714975, + "grad_norm": 0.0003245656844228506, + "learning_rate": 7.94417606011809e-07, + "loss": 0.0, + "step": 9610 + }, + { + "epoch": 137.00289855072464, + "grad_norm": 0.00014796361210756004, + "learning_rate": 7.836822329575953e-07, + "loss": 0.0, + "step": 9620 + }, + { + "epoch": 137.00386473429953, + "grad_norm": 633.5186767578125, + "learning_rate": 7.729468599033817e-07, + "loss": 0.0272, + "step": 9630 + }, + { + "epoch": 137.0048309178744, + "grad_norm": 0.0002833566104527563, + "learning_rate": 7.622114868491681e-07, + "loss": 0.0, + "step": 9640 + }, + { + "epoch": 137.00579710144928, + "grad_norm": 0.00018804871069733053, + "learning_rate": 7.514761137949545e-07, + "loss": 0.0, + "step": 9650 + }, + { + "epoch": 137.00676328502416, + "grad_norm": 0.0010792305693030357, + "learning_rate": 7.407407407407407e-07, + "loss": 0.0, + "step": 9660 + }, + { + "epoch": 137.00676328502416, + "eval_accuracy": 0.8181818181818182, + "eval_loss": 1.449820637702942, + "eval_runtime": 20.7119, + "eval_samples_per_second": 3.718, + "eval_steps_per_second": 0.966, + "step": 9660 + }, + { + "epoch": 138.0009661835749, + "grad_norm": 0.00046943960478529334, + "learning_rate": 7.300053676865272e-07, + "loss": 0.0, + "step": 9670 + }, + { + "epoch": 138.00193236714975, + "grad_norm": 0.002076608594506979, + "learning_rate": 7.192699946323135e-07, + "loss": 0.0, + "step": 9680 + }, + { + "epoch": 138.00289855072464, + "grad_norm": 0.0034116620663553476, + "learning_rate": 7.085346215780999e-07, + "loss": 0.0001, + "step": 9690 + }, + { + "epoch": 138.00386473429953, + "grad_norm": 0.00017700823082122952, + "learning_rate": 6.977992485238863e-07, + "loss": 0.0, + "step": 9700 + }, + { + "epoch": 138.0048309178744, + "grad_norm": 0.0004598258819896728, + "learning_rate": 6.870638754696727e-07, + "loss": 0.0, + "step": 9710 + }, + { + "epoch": 138.00579710144928, + "grad_norm": 0.0019175253110006452, + "learning_rate": 6.763285024154589e-07, + "loss": 0.0, + "step": 9720 + }, + { + "epoch": 138.00676328502416, + "grad_norm": 0.00016673437494318932, + "learning_rate": 6.655931293612454e-07, + "loss": 0.0, + "step": 9730 + }, + { + "epoch": 138.00676328502416, + "eval_accuracy": 0.8311688311688312, + "eval_loss": 1.6159300804138184, + "eval_runtime": 19.9379, + "eval_samples_per_second": 3.862, + "eval_steps_per_second": 1.003, + "step": 9730 + }, + { + "epoch": 139.0009661835749, + "grad_norm": 0.00019458989845588803, + "learning_rate": 6.548577563070317e-07, + "loss": 0.0, + "step": 9740 + }, + { + "epoch": 139.00193236714975, + "grad_norm": 0.0003470699302852154, + "learning_rate": 6.44122383252818e-07, + "loss": 0.0, + "step": 9750 + }, + { + "epoch": 139.00289855072464, + "grad_norm": 0.00048812173190526664, + "learning_rate": 6.333870101986045e-07, + "loss": 0.0, + "step": 9760 + }, + { + "epoch": 139.00386473429953, + "grad_norm": 0.0002671309339348227, + "learning_rate": 6.226516371443908e-07, + "loss": 0.0, + "step": 9770 + }, + { + "epoch": 139.0048309178744, + "grad_norm": 0.0003757915983442217, + "learning_rate": 6.119162640901772e-07, + "loss": 0.0, + "step": 9780 + }, + { + "epoch": 139.00579710144928, + "grad_norm": 0.0009131430997513235, + "learning_rate": 6.011808910359636e-07, + "loss": 0.0, + "step": 9790 + }, + { + "epoch": 139.00676328502416, + "grad_norm": 0.0003928108490072191, + "learning_rate": 5.904455179817499e-07, + "loss": 0.0, + "step": 9800 + }, + { + "epoch": 139.00676328502416, + "eval_accuracy": 0.8181818181818182, + "eval_loss": 1.6949611902236938, + "eval_runtime": 20.4828, + "eval_samples_per_second": 3.759, + "eval_steps_per_second": 0.976, + "step": 9800 + }, + { + "epoch": 140.0009661835749, + "grad_norm": 0.00022178050130605698, + "learning_rate": 5.797101449275363e-07, + "loss": 0.0, + "step": 9810 + }, + { + "epoch": 140.00193236714975, + "grad_norm": 0.00025778423878364265, + "learning_rate": 5.689747718733227e-07, + "loss": 0.0, + "step": 9820 + }, + { + "epoch": 140.00289855072464, + "grad_norm": 0.0012736802455037832, + "learning_rate": 5.58239398819109e-07, + "loss": 0.0, + "step": 9830 + }, + { + "epoch": 140.00386473429953, + "grad_norm": 0.00027229098486714065, + "learning_rate": 5.475040257648954e-07, + "loss": 0.0, + "step": 9840 + }, + { + "epoch": 140.0048309178744, + "grad_norm": 0.00017557268438395113, + "learning_rate": 5.367686527106818e-07, + "loss": 0.0, + "step": 9850 + }, + { + "epoch": 140.00579710144928, + "grad_norm": 0.0002299802436027676, + "learning_rate": 5.26033279656468e-07, + "loss": 0.0, + "step": 9860 + }, + { + "epoch": 140.00676328502416, + "grad_norm": 0.00015179581532720476, + "learning_rate": 5.152979066022545e-07, + "loss": 0.0, + "step": 9870 + }, + { + "epoch": 140.00676328502416, + "eval_accuracy": 0.8181818181818182, + "eval_loss": 1.6978023052215576, + "eval_runtime": 17.5663, + "eval_samples_per_second": 4.383, + "eval_steps_per_second": 1.139, + "step": 9870 + }, + { + "epoch": 141.0009661835749, + "grad_norm": 0.0007337291608564556, + "learning_rate": 5.045625335480408e-07, + "loss": 0.0, + "step": 9880 + }, + { + "epoch": 141.00193236714975, + "grad_norm": 0.00023553297796752304, + "learning_rate": 4.938271604938272e-07, + "loss": 0.0, + "step": 9890 + }, + { + "epoch": 141.00289855072464, + "grad_norm": 0.00022139857173897326, + "learning_rate": 4.830917874396135e-07, + "loss": 0.0, + "step": 9900 + }, + { + "epoch": 141.00386473429953, + "grad_norm": 0.0001859077747212723, + "learning_rate": 4.7235641438539993e-07, + "loss": 0.0, + "step": 9910 + }, + { + "epoch": 141.0048309178744, + "grad_norm": 0.00024027664039749652, + "learning_rate": 4.616210413311863e-07, + "loss": 0.0, + "step": 9920 + }, + { + "epoch": 141.00579710144928, + "grad_norm": 0.00047888257540762424, + "learning_rate": 4.5088566827697267e-07, + "loss": 0.0, + "step": 9930 + }, + { + "epoch": 141.00676328502416, + "grad_norm": 0.00018929631914943457, + "learning_rate": 4.40150295222759e-07, + "loss": 0.0, + "step": 9940 + }, + { + "epoch": 141.00676328502416, + "eval_accuracy": 0.8181818181818182, + "eval_loss": 1.6985359191894531, + "eval_runtime": 14.7785, + "eval_samples_per_second": 5.21, + "eval_steps_per_second": 1.353, + "step": 9940 + }, + { + "epoch": 142.0009661835749, + "grad_norm": 0.0006224442622624338, + "learning_rate": 4.294149221685454e-07, + "loss": 0.0, + "step": 9950 + }, + { + "epoch": 142.00193236714975, + "grad_norm": 0.00015741850074846298, + "learning_rate": 4.1867954911433176e-07, + "loss": 0.0, + "step": 9960 + }, + { + "epoch": 142.00289855072464, + "grad_norm": 0.0006889476208016276, + "learning_rate": 4.079441760601181e-07, + "loss": 0.0, + "step": 9970 + }, + { + "epoch": 142.00386473429953, + "grad_norm": 0.0005071698105894029, + "learning_rate": 3.972088030059045e-07, + "loss": 0.0, + "step": 9980 + }, + { + "epoch": 142.0048309178744, + "grad_norm": 0.00013677505194209516, + "learning_rate": 3.8647342995169085e-07, + "loss": 0.0, + "step": 9990 + }, + { + "epoch": 142.00579710144928, + "grad_norm": 0.0006237445049919188, + "learning_rate": 3.7573805689747724e-07, + "loss": 0.0, + "step": 10000 + }, + { + "epoch": 142.00676328502416, + "grad_norm": 0.00034121310454793274, + "learning_rate": 3.650026838432636e-07, + "loss": 0.0, + "step": 10010 + }, + { + "epoch": 142.00676328502416, + "eval_accuracy": 0.8181818181818182, + "eval_loss": 1.6995044946670532, + "eval_runtime": 15.0633, + "eval_samples_per_second": 5.112, + "eval_steps_per_second": 1.328, + "step": 10010 + }, + { + "epoch": 143.0009661835749, + "grad_norm": 0.00015302658721338958, + "learning_rate": 3.5426731078904993e-07, + "loss": 0.0, + "step": 10020 + }, + { + "epoch": 143.00193236714975, + "grad_norm": 0.00034528967808000743, + "learning_rate": 3.4353193773483633e-07, + "loss": 0.0, + "step": 10030 + }, + { + "epoch": 143.00289855072464, + "grad_norm": 0.00026275747222825885, + "learning_rate": 3.327965646806227e-07, + "loss": 0.0, + "step": 10040 + }, + { + "epoch": 143.00386473429953, + "grad_norm": 0.0006553785642609, + "learning_rate": 3.22061191626409e-07, + "loss": 0.0, + "step": 10050 + }, + { + "epoch": 143.0048309178744, + "grad_norm": 0.0002892035699915141, + "learning_rate": 3.113258185721954e-07, + "loss": 0.0, + "step": 10060 + }, + { + "epoch": 143.00579710144928, + "grad_norm": 0.0003178605402354151, + "learning_rate": 3.005904455179818e-07, + "loss": 0.0, + "step": 10070 + }, + { + "epoch": 143.00676328502416, + "grad_norm": 0.00017081064288504422, + "learning_rate": 2.8985507246376816e-07, + "loss": 0.0, + "step": 10080 + }, + { + "epoch": 143.00676328502416, + "eval_accuracy": 0.8051948051948052, + "eval_loss": 1.7036974430084229, + "eval_runtime": 14.5168, + "eval_samples_per_second": 5.304, + "eval_steps_per_second": 1.378, + "step": 10080 + }, + { + "epoch": 144.0009661835749, + "grad_norm": 0.00016073655569925904, + "learning_rate": 2.791196994095545e-07, + "loss": 0.0, + "step": 10090 + }, + { + "epoch": 144.00193236714975, + "grad_norm": 0.0004204573924653232, + "learning_rate": 2.683843263553409e-07, + "loss": 0.0, + "step": 10100 + }, + { + "epoch": 144.00289855072464, + "grad_norm": 0.0003274252521805465, + "learning_rate": 2.5764895330112725e-07, + "loss": 0.0, + "step": 10110 + }, + { + "epoch": 144.00386473429953, + "grad_norm": 0.0001679103879723698, + "learning_rate": 2.469135802469136e-07, + "loss": 0.0, + "step": 10120 + }, + { + "epoch": 144.0048309178744, + "grad_norm": 0.00028845362248830497, + "learning_rate": 2.3617820719269996e-07, + "loss": 0.0, + "step": 10130 + }, + { + "epoch": 144.00579710144928, + "grad_norm": 0.00044526177225634456, + "learning_rate": 2.2544283413848634e-07, + "loss": 0.0, + "step": 10140 + }, + { + "epoch": 144.00676328502416, + "grad_norm": 0.0007641853298991919, + "learning_rate": 2.147074610842727e-07, + "loss": 0.0, + "step": 10150 + }, + { + "epoch": 144.00676328502416, + "eval_accuracy": 0.8051948051948052, + "eval_loss": 1.7055643796920776, + "eval_runtime": 16.0115, + "eval_samples_per_second": 4.809, + "eval_steps_per_second": 1.249, + "step": 10150 + }, + { + "epoch": 145.0009661835749, + "grad_norm": 0.0006160350749269128, + "learning_rate": 2.0397208803005905e-07, + "loss": 0.0, + "step": 10160 + }, + { + "epoch": 145.00193236714975, + "grad_norm": 0.0005327651742845774, + "learning_rate": 1.9323671497584542e-07, + "loss": 0.0, + "step": 10170 + }, + { + "epoch": 145.00289855072464, + "grad_norm": 0.00017193098028656095, + "learning_rate": 1.825013419216318e-07, + "loss": 0.0, + "step": 10180 + }, + { + "epoch": 145.00386473429953, + "grad_norm": 0.00017320859478786588, + "learning_rate": 1.7176596886741817e-07, + "loss": 0.0, + "step": 10190 + }, + { + "epoch": 145.0048309178744, + "grad_norm": 0.0001653715589782223, + "learning_rate": 1.610305958132045e-07, + "loss": 0.0, + "step": 10200 + }, + { + "epoch": 145.00579710144928, + "grad_norm": 0.0001977159408852458, + "learning_rate": 1.502952227589909e-07, + "loss": 0.0, + "step": 10210 + }, + { + "epoch": 145.00676328502416, + "grad_norm": 0.001278374344110489, + "learning_rate": 1.3955984970477725e-07, + "loss": 0.0, + "step": 10220 + }, + { + "epoch": 145.00676328502416, + "eval_accuracy": 0.8051948051948052, + "eval_loss": 1.7054346799850464, + "eval_runtime": 16.0538, + "eval_samples_per_second": 4.796, + "eval_steps_per_second": 1.246, + "step": 10220 + }, + { + "epoch": 146.0009661835749, + "grad_norm": 0.0002044195425696671, + "learning_rate": 1.2882447665056362e-07, + "loss": 0.0, + "step": 10230 + }, + { + "epoch": 146.00193236714975, + "grad_norm": 0.00018759335216600448, + "learning_rate": 1.1808910359634998e-07, + "loss": 0.0, + "step": 10240 + }, + { + "epoch": 146.00289855072464, + "grad_norm": 0.0003087896038778126, + "learning_rate": 1.0735373054213635e-07, + "loss": 0.0, + "step": 10250 + }, + { + "epoch": 146.00386473429953, + "grad_norm": 0.0002801946538966149, + "learning_rate": 9.661835748792271e-08, + "loss": 0.0, + "step": 10260 + }, + { + "epoch": 146.0048309178744, + "grad_norm": 0.00012826151214540005, + "learning_rate": 8.588298443370908e-08, + "loss": 0.0, + "step": 10270 + }, + { + "epoch": 146.00579710144928, + "grad_norm": 0.0002482128038536757, + "learning_rate": 7.514761137949545e-08, + "loss": 0.0, + "step": 10280 + }, + { + "epoch": 146.00676328502416, + "grad_norm": 0.0003177243925165385, + "learning_rate": 6.441223832528181e-08, + "loss": 0.0, + "step": 10290 + }, + { + "epoch": 146.00676328502416, + "eval_accuracy": 0.8051948051948052, + "eval_loss": 1.7054239511489868, + "eval_runtime": 18.0904, + "eval_samples_per_second": 4.256, + "eval_steps_per_second": 1.106, + "step": 10290 + }, + { + "epoch": 147.0009661835749, + "grad_norm": 0.0007799161248840392, + "learning_rate": 5.367686527106818e-08, + "loss": 0.0, + "step": 10300 + }, + { + "epoch": 147.00193236714975, + "grad_norm": 0.00712132453918457, + "learning_rate": 4.294149221685454e-08, + "loss": 0.0, + "step": 10310 + }, + { + "epoch": 147.00289855072464, + "grad_norm": 0.00016804441111162305, + "learning_rate": 3.2206119162640906e-08, + "loss": 0.0, + "step": 10320 + }, + { + "epoch": 147.00386473429953, + "grad_norm": 0.00015434020315296948, + "learning_rate": 2.147074610842727e-08, + "loss": 0.0, + "step": 10330 + }, + { + "epoch": 147.0048309178744, + "grad_norm": 0.4991607367992401, + "learning_rate": 1.0735373054213635e-08, + "loss": 0.0, + "step": 10340 + }, + { + "epoch": 147.00579710144928, + "grad_norm": 0.00018625461962074041, + "learning_rate": 0.0, + "loss": 0.0, + "step": 10350 + }, + { + "epoch": 147.00579710144928, + "eval_accuracy": 0.8051948051948052, + "eval_loss": 1.7040551900863647, + "eval_runtime": 18.6543, + "eval_samples_per_second": 4.128, + "eval_steps_per_second": 1.072, + "step": 10350 + }, + { + "epoch": 147.00579710144928, + "step": 10350, + "total_flos": 1.8049752771658895e+20, + "train_loss": 0.08939714265258908, + "train_runtime": 20289.1727, + "train_samples_per_second": 2.04, + "train_steps_per_second": 0.51 + }, + { + "epoch": 147.00579710144928, + "eval_accuracy": 0.8701298701298701, + "eval_loss": 1.1517490148544312, + "eval_runtime": 20.1404, + "eval_samples_per_second": 3.823, + "eval_steps_per_second": 0.993, + "step": 10350 + }, + { + "epoch": 147.00579710144928, + "eval_accuracy": 0.8701298701298701, + "eval_loss": 1.1517488956451416, + "eval_runtime": 18.4764, + "eval_samples_per_second": 4.167, + "eval_steps_per_second": 1.082, + "step": 10350 + } + ], + "logging_steps": 10, + "max_steps": 10350, + "num_input_tokens_seen": 0, + "num_train_epochs": 9223372036854775807, + "save_steps": 500, + "stateful_callbacks": { + "TrainerControl": { + "args": { + "should_epoch_stop": false, + "should_evaluate": false, + "should_log": false, + "should_save": true, + "should_training_stop": true + }, + "attributes": {} + } + }, + "total_flos": 1.8049752771658895e+20, + "train_batch_size": 4, + "trial_name": null, + "trial_params": null +}