|
{ |
|
"best_metric": 0.9305555555555556, |
|
"best_model_checkpoint": "vit-base-patch16-224-Soybean_11-46/checkpoint-473", |
|
"epoch": 50.0, |
|
"global_step": 550, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.09, |
|
"learning_rate": 9.09090909090909e-07, |
|
"loss": 1.677, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.18, |
|
"learning_rate": 1.818181818181818e-06, |
|
"loss": 1.663, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.27, |
|
"learning_rate": 2.7272727272727272e-06, |
|
"loss": 1.6847, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.36, |
|
"learning_rate": 3.636363636363636e-06, |
|
"loss": 1.7074, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"learning_rate": 4.5454545454545455e-06, |
|
"loss": 1.6866, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.55, |
|
"learning_rate": 5.4545454545454545e-06, |
|
"loss": 1.571, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.64, |
|
"learning_rate": 6.363636363636363e-06, |
|
"loss": 1.5806, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.73, |
|
"learning_rate": 7.272727272727272e-06, |
|
"loss": 1.5372, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.82, |
|
"learning_rate": 8.181818181818183e-06, |
|
"loss": 1.51, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.91, |
|
"learning_rate": 9.090909090909091e-06, |
|
"loss": 1.4441, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 1e-05, |
|
"loss": 1.3661, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.5069444444444444, |
|
"eval_loss": 1.3697991371154785, |
|
"eval_runtime": 1.9108, |
|
"eval_samples_per_second": 150.721, |
|
"eval_steps_per_second": 2.617, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 1.09, |
|
"learning_rate": 1.0909090909090909e-05, |
|
"loss": 1.386, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 1.18, |
|
"learning_rate": 1.1818181818181819e-05, |
|
"loss": 1.4072, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 1.27, |
|
"learning_rate": 1.2727272727272727e-05, |
|
"loss": 1.3612, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 1.36, |
|
"learning_rate": 1.3636363636363637e-05, |
|
"loss": 1.2649, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 1.45, |
|
"learning_rate": 1.4545454545454545e-05, |
|
"loss": 1.2608, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 1.55, |
|
"learning_rate": 1.5454545454545454e-05, |
|
"loss": 1.2141, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 1.64, |
|
"learning_rate": 1.6363636363636366e-05, |
|
"loss": 1.1708, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 1.73, |
|
"learning_rate": 1.7272727272727274e-05, |
|
"loss": 1.1569, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 1.82, |
|
"learning_rate": 1.8181818181818182e-05, |
|
"loss": 1.0257, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.91, |
|
"learning_rate": 1.9090909090909094e-05, |
|
"loss": 1.0738, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 2e-05, |
|
"loss": 0.9979, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.6631944444444444, |
|
"eval_loss": 0.9816781282424927, |
|
"eval_runtime": 1.5585, |
|
"eval_samples_per_second": 184.794, |
|
"eval_steps_per_second": 3.208, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 2.09, |
|
"learning_rate": 2.090909090909091e-05, |
|
"loss": 0.9297, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 2.18, |
|
"learning_rate": 2.1818181818181818e-05, |
|
"loss": 1.0059, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 2.27, |
|
"learning_rate": 2.272727272727273e-05, |
|
"loss": 0.9702, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 2.36, |
|
"learning_rate": 2.3636363636363637e-05, |
|
"loss": 0.9763, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 2.45, |
|
"learning_rate": 2.4545454545454545e-05, |
|
"loss": 0.9261, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 2.55, |
|
"learning_rate": 2.5454545454545454e-05, |
|
"loss": 0.8262, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 2.64, |
|
"learning_rate": 2.636363636363636e-05, |
|
"loss": 0.9163, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 2.73, |
|
"learning_rate": 2.7272727272727273e-05, |
|
"loss": 0.8509, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 2.82, |
|
"learning_rate": 2.818181818181818e-05, |
|
"loss": 0.9219, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 2.91, |
|
"learning_rate": 2.909090909090909e-05, |
|
"loss": 0.7396, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 3e-05, |
|
"loss": 0.6746, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.7395833333333334, |
|
"eval_loss": 0.7423216700553894, |
|
"eval_runtime": 1.6283, |
|
"eval_samples_per_second": 176.87, |
|
"eval_steps_per_second": 3.071, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 3.09, |
|
"learning_rate": 3.090909090909091e-05, |
|
"loss": 0.8067, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 3.18, |
|
"learning_rate": 3.181818181818182e-05, |
|
"loss": 0.7232, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 3.27, |
|
"learning_rate": 3.272727272727273e-05, |
|
"loss": 0.7808, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 3.36, |
|
"learning_rate": 3.3636363636363636e-05, |
|
"loss": 0.6977, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 3.45, |
|
"learning_rate": 3.454545454545455e-05, |
|
"loss": 0.777, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 3.55, |
|
"learning_rate": 3.545454545454546e-05, |
|
"loss": 0.6499, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 3.64, |
|
"learning_rate": 3.6363636363636364e-05, |
|
"loss": 0.773, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 3.73, |
|
"learning_rate": 3.7272727272727276e-05, |
|
"loss": 0.6632, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 3.82, |
|
"learning_rate": 3.818181818181819e-05, |
|
"loss": 0.6182, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 3.91, |
|
"learning_rate": 3.909090909090909e-05, |
|
"loss": 0.6828, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 4e-05, |
|
"loss": 0.6364, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.7569444444444444, |
|
"eval_loss": 0.6075392365455627, |
|
"eval_runtime": 1.563, |
|
"eval_samples_per_second": 184.265, |
|
"eval_steps_per_second": 3.199, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 4.09, |
|
"learning_rate": 4.0909090909090915e-05, |
|
"loss": 0.5537, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 4.18, |
|
"learning_rate": 4.181818181818182e-05, |
|
"loss": 0.5685, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 4.27, |
|
"learning_rate": 4.2727272727272724e-05, |
|
"loss": 0.6091, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 4.36, |
|
"learning_rate": 4.3636363636363636e-05, |
|
"loss": 0.617, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 4.45, |
|
"learning_rate": 4.454545454545455e-05, |
|
"loss": 0.6308, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 4.55, |
|
"learning_rate": 4.545454545454546e-05, |
|
"loss": 0.6292, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 4.64, |
|
"learning_rate": 4.636363636363636e-05, |
|
"loss": 0.5864, |
|
"step": 51 |
|
}, |
|
{ |
|
"epoch": 4.73, |
|
"learning_rate": 4.7272727272727275e-05, |
|
"loss": 0.6432, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 4.82, |
|
"learning_rate": 4.8181818181818186e-05, |
|
"loss": 0.5012, |
|
"step": 53 |
|
}, |
|
{ |
|
"epoch": 4.91, |
|
"learning_rate": 4.909090909090909e-05, |
|
"loss": 0.5659, |
|
"step": 54 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 5e-05, |
|
"loss": 0.5425, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.7951388888888888, |
|
"eval_loss": 0.5500215291976929, |
|
"eval_runtime": 1.5702, |
|
"eval_samples_per_second": 183.416, |
|
"eval_steps_per_second": 3.184, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 5.09, |
|
"learning_rate": 4.98989898989899e-05, |
|
"loss": 0.5388, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 5.18, |
|
"learning_rate": 4.97979797979798e-05, |
|
"loss": 0.474, |
|
"step": 57 |
|
}, |
|
{ |
|
"epoch": 5.27, |
|
"learning_rate": 4.9696969696969694e-05, |
|
"loss": 0.5091, |
|
"step": 58 |
|
}, |
|
{ |
|
"epoch": 5.36, |
|
"learning_rate": 4.9595959595959594e-05, |
|
"loss": 0.4634, |
|
"step": 59 |
|
}, |
|
{ |
|
"epoch": 5.45, |
|
"learning_rate": 4.94949494949495e-05, |
|
"loss": 0.5044, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 5.55, |
|
"learning_rate": 4.93939393939394e-05, |
|
"loss": 0.4715, |
|
"step": 61 |
|
}, |
|
{ |
|
"epoch": 5.64, |
|
"learning_rate": 4.92929292929293e-05, |
|
"loss": 0.4705, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 5.73, |
|
"learning_rate": 4.919191919191919e-05, |
|
"loss": 0.4706, |
|
"step": 63 |
|
}, |
|
{ |
|
"epoch": 5.82, |
|
"learning_rate": 4.909090909090909e-05, |
|
"loss": 0.4945, |
|
"step": 64 |
|
}, |
|
{ |
|
"epoch": 5.91, |
|
"learning_rate": 4.898989898989899e-05, |
|
"loss": 0.5611, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"learning_rate": 4.888888888888889e-05, |
|
"loss": 0.5001, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.8159722222222222, |
|
"eval_loss": 0.4882892072200775, |
|
"eval_runtime": 1.6356, |
|
"eval_samples_per_second": 176.082, |
|
"eval_steps_per_second": 3.057, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 6.09, |
|
"learning_rate": 4.878787878787879e-05, |
|
"loss": 0.3538, |
|
"step": 67 |
|
}, |
|
{ |
|
"epoch": 6.18, |
|
"learning_rate": 4.868686868686869e-05, |
|
"loss": 0.4787, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 6.27, |
|
"learning_rate": 4.858585858585859e-05, |
|
"loss": 0.4181, |
|
"step": 69 |
|
}, |
|
{ |
|
"epoch": 6.36, |
|
"learning_rate": 4.848484848484849e-05, |
|
"loss": 0.451, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 6.45, |
|
"learning_rate": 4.838383838383839e-05, |
|
"loss": 0.4455, |
|
"step": 71 |
|
}, |
|
{ |
|
"epoch": 6.55, |
|
"learning_rate": 4.828282828282829e-05, |
|
"loss": 0.4275, |
|
"step": 72 |
|
}, |
|
{ |
|
"epoch": 6.64, |
|
"learning_rate": 4.8181818181818186e-05, |
|
"loss": 0.4366, |
|
"step": 73 |
|
}, |
|
{ |
|
"epoch": 6.73, |
|
"learning_rate": 4.808080808080808e-05, |
|
"loss": 0.4176, |
|
"step": 74 |
|
}, |
|
{ |
|
"epoch": 6.82, |
|
"learning_rate": 4.797979797979798e-05, |
|
"loss": 0.4344, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 6.91, |
|
"learning_rate": 4.787878787878788e-05, |
|
"loss": 0.4482, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"learning_rate": 4.7777777777777784e-05, |
|
"loss": 0.3519, |
|
"step": 77 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.8263888888888888, |
|
"eval_loss": 0.4539467394351959, |
|
"eval_runtime": 1.5682, |
|
"eval_samples_per_second": 183.653, |
|
"eval_steps_per_second": 3.188, |
|
"step": 77 |
|
}, |
|
{ |
|
"epoch": 7.09, |
|
"learning_rate": 4.7676767676767684e-05, |
|
"loss": 0.42, |
|
"step": 78 |
|
}, |
|
{ |
|
"epoch": 7.18, |
|
"learning_rate": 4.7575757575757576e-05, |
|
"loss": 0.4017, |
|
"step": 79 |
|
}, |
|
{ |
|
"epoch": 7.27, |
|
"learning_rate": 4.7474747474747476e-05, |
|
"loss": 0.3604, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 7.36, |
|
"learning_rate": 4.7373737373737375e-05, |
|
"loss": 0.4075, |
|
"step": 81 |
|
}, |
|
{ |
|
"epoch": 7.45, |
|
"learning_rate": 4.7272727272727275e-05, |
|
"loss": 0.399, |
|
"step": 82 |
|
}, |
|
{ |
|
"epoch": 7.55, |
|
"learning_rate": 4.7171717171717174e-05, |
|
"loss": 0.335, |
|
"step": 83 |
|
}, |
|
{ |
|
"epoch": 7.64, |
|
"learning_rate": 4.7070707070707074e-05, |
|
"loss": 0.297, |
|
"step": 84 |
|
}, |
|
{ |
|
"epoch": 7.73, |
|
"learning_rate": 4.696969696969697e-05, |
|
"loss": 0.3727, |
|
"step": 85 |
|
}, |
|
{ |
|
"epoch": 7.82, |
|
"learning_rate": 4.686868686868687e-05, |
|
"loss": 0.3886, |
|
"step": 86 |
|
}, |
|
{ |
|
"epoch": 7.91, |
|
"learning_rate": 4.676767676767677e-05, |
|
"loss": 0.4117, |
|
"step": 87 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"learning_rate": 4.666666666666667e-05, |
|
"loss": 0.4421, |
|
"step": 88 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.8194444444444444, |
|
"eval_loss": 0.4483272135257721, |
|
"eval_runtime": 1.5685, |
|
"eval_samples_per_second": 183.62, |
|
"eval_steps_per_second": 3.188, |
|
"step": 88 |
|
}, |
|
{ |
|
"epoch": 8.09, |
|
"learning_rate": 4.656565656565657e-05, |
|
"loss": 0.334, |
|
"step": 89 |
|
}, |
|
{ |
|
"epoch": 8.18, |
|
"learning_rate": 4.6464646464646464e-05, |
|
"loss": 0.3811, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 8.27, |
|
"learning_rate": 4.636363636363636e-05, |
|
"loss": 0.3582, |
|
"step": 91 |
|
}, |
|
{ |
|
"epoch": 8.36, |
|
"learning_rate": 4.626262626262626e-05, |
|
"loss": 0.381, |
|
"step": 92 |
|
}, |
|
{ |
|
"epoch": 8.45, |
|
"learning_rate": 4.616161616161616e-05, |
|
"loss": 0.3449, |
|
"step": 93 |
|
}, |
|
{ |
|
"epoch": 8.55, |
|
"learning_rate": 4.606060606060607e-05, |
|
"loss": 0.3465, |
|
"step": 94 |
|
}, |
|
{ |
|
"epoch": 8.64, |
|
"learning_rate": 4.595959595959596e-05, |
|
"loss": 0.3676, |
|
"step": 95 |
|
}, |
|
{ |
|
"epoch": 8.73, |
|
"learning_rate": 4.585858585858586e-05, |
|
"loss": 0.3616, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 8.82, |
|
"learning_rate": 4.575757575757576e-05, |
|
"loss": 0.3392, |
|
"step": 97 |
|
}, |
|
{ |
|
"epoch": 8.91, |
|
"learning_rate": 4.565656565656566e-05, |
|
"loss": 0.3374, |
|
"step": 98 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"learning_rate": 4.555555555555556e-05, |
|
"loss": 0.3207, |
|
"step": 99 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_accuracy": 0.84375, |
|
"eval_loss": 0.3785366117954254, |
|
"eval_runtime": 1.5932, |
|
"eval_samples_per_second": 180.771, |
|
"eval_steps_per_second": 3.138, |
|
"step": 99 |
|
}, |
|
{ |
|
"epoch": 9.09, |
|
"learning_rate": 4.545454545454546e-05, |
|
"loss": 0.3319, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 9.18, |
|
"learning_rate": 4.535353535353535e-05, |
|
"loss": 0.3582, |
|
"step": 101 |
|
}, |
|
{ |
|
"epoch": 9.27, |
|
"learning_rate": 4.525252525252526e-05, |
|
"loss": 0.2702, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 9.36, |
|
"learning_rate": 4.515151515151516e-05, |
|
"loss": 0.3054, |
|
"step": 103 |
|
}, |
|
{ |
|
"epoch": 9.45, |
|
"learning_rate": 4.5050505050505056e-05, |
|
"loss": 0.3041, |
|
"step": 104 |
|
}, |
|
{ |
|
"epoch": 9.55, |
|
"learning_rate": 4.494949494949495e-05, |
|
"loss": 0.2398, |
|
"step": 105 |
|
}, |
|
{ |
|
"epoch": 9.64, |
|
"learning_rate": 4.484848484848485e-05, |
|
"loss": 0.338, |
|
"step": 106 |
|
}, |
|
{ |
|
"epoch": 9.73, |
|
"learning_rate": 4.474747474747475e-05, |
|
"loss": 0.2486, |
|
"step": 107 |
|
}, |
|
{ |
|
"epoch": 9.82, |
|
"learning_rate": 4.464646464646465e-05, |
|
"loss": 0.279, |
|
"step": 108 |
|
}, |
|
{ |
|
"epoch": 9.91, |
|
"learning_rate": 4.454545454545455e-05, |
|
"loss": 0.3784, |
|
"step": 109 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"learning_rate": 4.4444444444444447e-05, |
|
"loss": 0.3682, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_accuracy": 0.8645833333333334, |
|
"eval_loss": 0.3384600281715393, |
|
"eval_runtime": 1.5672, |
|
"eval_samples_per_second": 183.763, |
|
"eval_steps_per_second": 3.19, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 10.09, |
|
"learning_rate": 4.4343434343434346e-05, |
|
"loss": 0.3374, |
|
"step": 111 |
|
}, |
|
{ |
|
"epoch": 10.18, |
|
"learning_rate": 4.4242424242424246e-05, |
|
"loss": 0.3114, |
|
"step": 112 |
|
}, |
|
{ |
|
"epoch": 10.27, |
|
"learning_rate": 4.4141414141414145e-05, |
|
"loss": 0.3062, |
|
"step": 113 |
|
}, |
|
{ |
|
"epoch": 10.36, |
|
"learning_rate": 4.4040404040404044e-05, |
|
"loss": 0.3199, |
|
"step": 114 |
|
}, |
|
{ |
|
"epoch": 10.45, |
|
"learning_rate": 4.3939393939393944e-05, |
|
"loss": 0.2839, |
|
"step": 115 |
|
}, |
|
{ |
|
"epoch": 10.55, |
|
"learning_rate": 4.383838383838384e-05, |
|
"loss": 0.2866, |
|
"step": 116 |
|
}, |
|
{ |
|
"epoch": 10.64, |
|
"learning_rate": 4.3737373737373736e-05, |
|
"loss": 0.2628, |
|
"step": 117 |
|
}, |
|
{ |
|
"epoch": 10.73, |
|
"learning_rate": 4.3636363636363636e-05, |
|
"loss": 0.3463, |
|
"step": 118 |
|
}, |
|
{ |
|
"epoch": 10.82, |
|
"learning_rate": 4.3535353535353535e-05, |
|
"loss": 0.263, |
|
"step": 119 |
|
}, |
|
{ |
|
"epoch": 10.91, |
|
"learning_rate": 4.343434343434344e-05, |
|
"loss": 0.3273, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"learning_rate": 4.3333333333333334e-05, |
|
"loss": 0.2642, |
|
"step": 121 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_accuracy": 0.8402777777777778, |
|
"eval_loss": 0.38269615173339844, |
|
"eval_runtime": 1.622, |
|
"eval_samples_per_second": 177.56, |
|
"eval_steps_per_second": 3.083, |
|
"step": 121 |
|
}, |
|
{ |
|
"epoch": 11.09, |
|
"learning_rate": 4.3232323232323234e-05, |
|
"loss": 0.2527, |
|
"step": 122 |
|
}, |
|
{ |
|
"epoch": 11.18, |
|
"learning_rate": 4.313131313131313e-05, |
|
"loss": 0.2828, |
|
"step": 123 |
|
}, |
|
{ |
|
"epoch": 11.27, |
|
"learning_rate": 4.303030303030303e-05, |
|
"loss": 0.2746, |
|
"step": 124 |
|
}, |
|
{ |
|
"epoch": 11.36, |
|
"learning_rate": 4.292929292929293e-05, |
|
"loss": 0.2746, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 11.45, |
|
"learning_rate": 4.282828282828283e-05, |
|
"loss": 0.2531, |
|
"step": 126 |
|
}, |
|
{ |
|
"epoch": 11.55, |
|
"learning_rate": 4.2727272727272724e-05, |
|
"loss": 0.3099, |
|
"step": 127 |
|
}, |
|
{ |
|
"epoch": 11.64, |
|
"learning_rate": 4.262626262626263e-05, |
|
"loss": 0.2967, |
|
"step": 128 |
|
}, |
|
{ |
|
"epoch": 11.73, |
|
"learning_rate": 4.252525252525253e-05, |
|
"loss": 0.2549, |
|
"step": 129 |
|
}, |
|
{ |
|
"epoch": 11.82, |
|
"learning_rate": 4.242424242424243e-05, |
|
"loss": 0.278, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 11.91, |
|
"learning_rate": 4.232323232323233e-05, |
|
"loss": 0.2509, |
|
"step": 131 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"learning_rate": 4.222222222222222e-05, |
|
"loss": 0.3444, |
|
"step": 132 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_accuracy": 0.8506944444444444, |
|
"eval_loss": 0.346247136592865, |
|
"eval_runtime": 1.5635, |
|
"eval_samples_per_second": 184.201, |
|
"eval_steps_per_second": 3.198, |
|
"step": 132 |
|
}, |
|
{ |
|
"epoch": 12.09, |
|
"learning_rate": 4.212121212121212e-05, |
|
"loss": 0.2451, |
|
"step": 133 |
|
}, |
|
{ |
|
"epoch": 12.18, |
|
"learning_rate": 4.202020202020202e-05, |
|
"loss": 0.2623, |
|
"step": 134 |
|
}, |
|
{ |
|
"epoch": 12.27, |
|
"learning_rate": 4.191919191919192e-05, |
|
"loss": 0.226, |
|
"step": 135 |
|
}, |
|
{ |
|
"epoch": 12.36, |
|
"learning_rate": 4.181818181818182e-05, |
|
"loss": 0.2158, |
|
"step": 136 |
|
}, |
|
{ |
|
"epoch": 12.45, |
|
"learning_rate": 4.171717171717172e-05, |
|
"loss": 0.2471, |
|
"step": 137 |
|
}, |
|
{ |
|
"epoch": 12.55, |
|
"learning_rate": 4.161616161616162e-05, |
|
"loss": 0.249, |
|
"step": 138 |
|
}, |
|
{ |
|
"epoch": 12.64, |
|
"learning_rate": 4.151515151515152e-05, |
|
"loss": 0.2439, |
|
"step": 139 |
|
}, |
|
{ |
|
"epoch": 12.73, |
|
"learning_rate": 4.141414141414142e-05, |
|
"loss": 0.284, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 12.82, |
|
"learning_rate": 4.131313131313132e-05, |
|
"loss": 0.2701, |
|
"step": 141 |
|
}, |
|
{ |
|
"epoch": 12.91, |
|
"learning_rate": 4.1212121212121216e-05, |
|
"loss": 0.3189, |
|
"step": 142 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"learning_rate": 4.111111111111111e-05, |
|
"loss": 0.2423, |
|
"step": 143 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"eval_accuracy": 0.8680555555555556, |
|
"eval_loss": 0.317039430141449, |
|
"eval_runtime": 1.5869, |
|
"eval_samples_per_second": 181.49, |
|
"eval_steps_per_second": 3.151, |
|
"step": 143 |
|
}, |
|
{ |
|
"epoch": 13.09, |
|
"learning_rate": 4.101010101010101e-05, |
|
"loss": 0.2665, |
|
"step": 144 |
|
}, |
|
{ |
|
"epoch": 13.18, |
|
"learning_rate": 4.0909090909090915e-05, |
|
"loss": 0.2167, |
|
"step": 145 |
|
}, |
|
{ |
|
"epoch": 13.27, |
|
"learning_rate": 4.0808080808080814e-05, |
|
"loss": 0.2306, |
|
"step": 146 |
|
}, |
|
{ |
|
"epoch": 13.36, |
|
"learning_rate": 4.070707070707071e-05, |
|
"loss": 0.2633, |
|
"step": 147 |
|
}, |
|
{ |
|
"epoch": 13.45, |
|
"learning_rate": 4.0606060606060606e-05, |
|
"loss": 0.2385, |
|
"step": 148 |
|
}, |
|
{ |
|
"epoch": 13.55, |
|
"learning_rate": 4.0505050505050506e-05, |
|
"loss": 0.3078, |
|
"step": 149 |
|
}, |
|
{ |
|
"epoch": 13.64, |
|
"learning_rate": 4.0404040404040405e-05, |
|
"loss": 0.2579, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 13.73, |
|
"learning_rate": 4.0303030303030305e-05, |
|
"loss": 0.2388, |
|
"step": 151 |
|
}, |
|
{ |
|
"epoch": 13.82, |
|
"learning_rate": 4.0202020202020204e-05, |
|
"loss": 0.2028, |
|
"step": 152 |
|
}, |
|
{ |
|
"epoch": 13.91, |
|
"learning_rate": 4.01010101010101e-05, |
|
"loss": 0.2058, |
|
"step": 153 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"learning_rate": 4e-05, |
|
"loss": 0.3168, |
|
"step": 154 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_accuracy": 0.8715277777777778, |
|
"eval_loss": 0.3167605996131897, |
|
"eval_runtime": 1.5799, |
|
"eval_samples_per_second": 182.284, |
|
"eval_steps_per_second": 3.165, |
|
"step": 154 |
|
}, |
|
{ |
|
"epoch": 14.09, |
|
"learning_rate": 3.98989898989899e-05, |
|
"loss": 0.1858, |
|
"step": 155 |
|
}, |
|
{ |
|
"epoch": 14.18, |
|
"learning_rate": 3.97979797979798e-05, |
|
"loss": 0.251, |
|
"step": 156 |
|
}, |
|
{ |
|
"epoch": 14.27, |
|
"learning_rate": 3.96969696969697e-05, |
|
"loss": 0.1862, |
|
"step": 157 |
|
}, |
|
{ |
|
"epoch": 14.36, |
|
"learning_rate": 3.9595959595959594e-05, |
|
"loss": 0.2788, |
|
"step": 158 |
|
}, |
|
{ |
|
"epoch": 14.45, |
|
"learning_rate": 3.9494949494949494e-05, |
|
"loss": 0.1804, |
|
"step": 159 |
|
}, |
|
{ |
|
"epoch": 14.55, |
|
"learning_rate": 3.939393939393939e-05, |
|
"loss": 0.2121, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 14.64, |
|
"learning_rate": 3.929292929292929e-05, |
|
"loss": 0.2029, |
|
"step": 161 |
|
}, |
|
{ |
|
"epoch": 14.73, |
|
"learning_rate": 3.91919191919192e-05, |
|
"loss": 0.2308, |
|
"step": 162 |
|
}, |
|
{ |
|
"epoch": 14.82, |
|
"learning_rate": 3.909090909090909e-05, |
|
"loss": 0.2396, |
|
"step": 163 |
|
}, |
|
{ |
|
"epoch": 14.91, |
|
"learning_rate": 3.898989898989899e-05, |
|
"loss": 0.2234, |
|
"step": 164 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"learning_rate": 3.888888888888889e-05, |
|
"loss": 0.2781, |
|
"step": 165 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"eval_accuracy": 0.8333333333333334, |
|
"eval_loss": 0.33227282762527466, |
|
"eval_runtime": 1.5652, |
|
"eval_samples_per_second": 184.003, |
|
"eval_steps_per_second": 3.194, |
|
"step": 165 |
|
}, |
|
{ |
|
"epoch": 15.09, |
|
"learning_rate": 3.878787878787879e-05, |
|
"loss": 0.2058, |
|
"step": 166 |
|
}, |
|
{ |
|
"epoch": 15.18, |
|
"learning_rate": 3.868686868686869e-05, |
|
"loss": 0.2155, |
|
"step": 167 |
|
}, |
|
{ |
|
"epoch": 15.27, |
|
"learning_rate": 3.858585858585859e-05, |
|
"loss": 0.2097, |
|
"step": 168 |
|
}, |
|
{ |
|
"epoch": 15.36, |
|
"learning_rate": 3.848484848484848e-05, |
|
"loss": 0.2237, |
|
"step": 169 |
|
}, |
|
{ |
|
"epoch": 15.45, |
|
"learning_rate": 3.838383838383838e-05, |
|
"loss": 0.2715, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 15.55, |
|
"learning_rate": 3.828282828282829e-05, |
|
"loss": 0.2293, |
|
"step": 171 |
|
}, |
|
{ |
|
"epoch": 15.64, |
|
"learning_rate": 3.818181818181819e-05, |
|
"loss": 0.2285, |
|
"step": 172 |
|
}, |
|
{ |
|
"epoch": 15.73, |
|
"learning_rate": 3.8080808080808087e-05, |
|
"loss": 0.2612, |
|
"step": 173 |
|
}, |
|
{ |
|
"epoch": 15.82, |
|
"learning_rate": 3.797979797979798e-05, |
|
"loss": 0.196, |
|
"step": 174 |
|
}, |
|
{ |
|
"epoch": 15.91, |
|
"learning_rate": 3.787878787878788e-05, |
|
"loss": 0.2298, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"learning_rate": 3.777777777777778e-05, |
|
"loss": 0.2411, |
|
"step": 176 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_accuracy": 0.8715277777777778, |
|
"eval_loss": 0.31996577978134155, |
|
"eval_runtime": 1.5652, |
|
"eval_samples_per_second": 184.008, |
|
"eval_steps_per_second": 3.195, |
|
"step": 176 |
|
}, |
|
{ |
|
"epoch": 16.09, |
|
"learning_rate": 3.767676767676768e-05, |
|
"loss": 0.1726, |
|
"step": 177 |
|
}, |
|
{ |
|
"epoch": 16.18, |
|
"learning_rate": 3.757575757575758e-05, |
|
"loss": 0.2112, |
|
"step": 178 |
|
}, |
|
{ |
|
"epoch": 16.27, |
|
"learning_rate": 3.747474747474748e-05, |
|
"loss": 0.1964, |
|
"step": 179 |
|
}, |
|
{ |
|
"epoch": 16.36, |
|
"learning_rate": 3.7373737373737376e-05, |
|
"loss": 0.1967, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 16.45, |
|
"learning_rate": 3.7272727272727276e-05, |
|
"loss": 0.2126, |
|
"step": 181 |
|
}, |
|
{ |
|
"epoch": 16.55, |
|
"learning_rate": 3.7171717171717175e-05, |
|
"loss": 0.1554, |
|
"step": 182 |
|
}, |
|
{ |
|
"epoch": 16.64, |
|
"learning_rate": 3.7070707070707075e-05, |
|
"loss": 0.1857, |
|
"step": 183 |
|
}, |
|
{ |
|
"epoch": 16.73, |
|
"learning_rate": 3.6969696969696974e-05, |
|
"loss": 0.211, |
|
"step": 184 |
|
}, |
|
{ |
|
"epoch": 16.82, |
|
"learning_rate": 3.686868686868687e-05, |
|
"loss": 0.2358, |
|
"step": 185 |
|
}, |
|
{ |
|
"epoch": 16.91, |
|
"learning_rate": 3.6767676767676766e-05, |
|
"loss": 0.1626, |
|
"step": 186 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"learning_rate": 3.6666666666666666e-05, |
|
"loss": 0.2276, |
|
"step": 187 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"eval_accuracy": 0.875, |
|
"eval_loss": 0.32961538434028625, |
|
"eval_runtime": 1.6093, |
|
"eval_samples_per_second": 178.958, |
|
"eval_steps_per_second": 3.107, |
|
"step": 187 |
|
}, |
|
{ |
|
"epoch": 17.09, |
|
"learning_rate": 3.656565656565657e-05, |
|
"loss": 0.1915, |
|
"step": 188 |
|
}, |
|
{ |
|
"epoch": 17.18, |
|
"learning_rate": 3.6464646464646465e-05, |
|
"loss": 0.1826, |
|
"step": 189 |
|
}, |
|
{ |
|
"epoch": 17.27, |
|
"learning_rate": 3.6363636363636364e-05, |
|
"loss": 0.2162, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 17.36, |
|
"learning_rate": 3.6262626262626264e-05, |
|
"loss": 0.1755, |
|
"step": 191 |
|
}, |
|
{ |
|
"epoch": 17.45, |
|
"learning_rate": 3.616161616161616e-05, |
|
"loss": 0.24, |
|
"step": 192 |
|
}, |
|
{ |
|
"epoch": 17.55, |
|
"learning_rate": 3.606060606060606e-05, |
|
"loss": 0.1746, |
|
"step": 193 |
|
}, |
|
{ |
|
"epoch": 17.64, |
|
"learning_rate": 3.595959595959596e-05, |
|
"loss": 0.1443, |
|
"step": 194 |
|
}, |
|
{ |
|
"epoch": 17.73, |
|
"learning_rate": 3.5858585858585855e-05, |
|
"loss": 0.189, |
|
"step": 195 |
|
}, |
|
{ |
|
"epoch": 17.82, |
|
"learning_rate": 3.575757575757576e-05, |
|
"loss": 0.1735, |
|
"step": 196 |
|
}, |
|
{ |
|
"epoch": 17.91, |
|
"learning_rate": 3.565656565656566e-05, |
|
"loss": 0.1383, |
|
"step": 197 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"learning_rate": 3.555555555555556e-05, |
|
"loss": 0.192, |
|
"step": 198 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"eval_accuracy": 0.8854166666666666, |
|
"eval_loss": 0.3118571639060974, |
|
"eval_runtime": 1.5666, |
|
"eval_samples_per_second": 183.832, |
|
"eval_steps_per_second": 3.192, |
|
"step": 198 |
|
}, |
|
{ |
|
"epoch": 18.09, |
|
"learning_rate": 3.545454545454546e-05, |
|
"loss": 0.2313, |
|
"step": 199 |
|
}, |
|
{ |
|
"epoch": 18.18, |
|
"learning_rate": 3.535353535353535e-05, |
|
"loss": 0.2429, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 18.27, |
|
"learning_rate": 3.525252525252525e-05, |
|
"loss": 0.1745, |
|
"step": 201 |
|
}, |
|
{ |
|
"epoch": 18.36, |
|
"learning_rate": 3.515151515151515e-05, |
|
"loss": 0.189, |
|
"step": 202 |
|
}, |
|
{ |
|
"epoch": 18.45, |
|
"learning_rate": 3.505050505050505e-05, |
|
"loss": 0.1607, |
|
"step": 203 |
|
}, |
|
{ |
|
"epoch": 18.55, |
|
"learning_rate": 3.494949494949495e-05, |
|
"loss": 0.2268, |
|
"step": 204 |
|
}, |
|
{ |
|
"epoch": 18.64, |
|
"learning_rate": 3.484848484848485e-05, |
|
"loss": 0.1263, |
|
"step": 205 |
|
}, |
|
{ |
|
"epoch": 18.73, |
|
"learning_rate": 3.474747474747475e-05, |
|
"loss": 0.2372, |
|
"step": 206 |
|
}, |
|
{ |
|
"epoch": 18.82, |
|
"learning_rate": 3.464646464646465e-05, |
|
"loss": 0.1604, |
|
"step": 207 |
|
}, |
|
{ |
|
"epoch": 18.91, |
|
"learning_rate": 3.454545454545455e-05, |
|
"loss": 0.2622, |
|
"step": 208 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"learning_rate": 3.444444444444445e-05, |
|
"loss": 0.1612, |
|
"step": 209 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"eval_accuracy": 0.875, |
|
"eval_loss": 0.36473166942596436, |
|
"eval_runtime": 1.5912, |
|
"eval_samples_per_second": 180.99, |
|
"eval_steps_per_second": 3.142, |
|
"step": 209 |
|
}, |
|
{ |
|
"epoch": 19.09, |
|
"learning_rate": 3.434343434343435e-05, |
|
"loss": 0.2007, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 19.18, |
|
"learning_rate": 3.424242424242424e-05, |
|
"loss": 0.1945, |
|
"step": 211 |
|
}, |
|
{ |
|
"epoch": 19.27, |
|
"learning_rate": 3.414141414141414e-05, |
|
"loss": 0.1654, |
|
"step": 212 |
|
}, |
|
{ |
|
"epoch": 19.36, |
|
"learning_rate": 3.4040404040404045e-05, |
|
"loss": 0.141, |
|
"step": 213 |
|
}, |
|
{ |
|
"epoch": 19.45, |
|
"learning_rate": 3.3939393939393945e-05, |
|
"loss": 0.2012, |
|
"step": 214 |
|
}, |
|
{ |
|
"epoch": 19.55, |
|
"learning_rate": 3.3838383838383844e-05, |
|
"loss": 0.1692, |
|
"step": 215 |
|
}, |
|
{ |
|
"epoch": 19.64, |
|
"learning_rate": 3.373737373737374e-05, |
|
"loss": 0.163, |
|
"step": 216 |
|
}, |
|
{ |
|
"epoch": 19.73, |
|
"learning_rate": 3.3636363636363636e-05, |
|
"loss": 0.2155, |
|
"step": 217 |
|
}, |
|
{ |
|
"epoch": 19.82, |
|
"learning_rate": 3.3535353535353536e-05, |
|
"loss": 0.1732, |
|
"step": 218 |
|
}, |
|
{ |
|
"epoch": 19.91, |
|
"learning_rate": 3.3434343434343435e-05, |
|
"loss": 0.1395, |
|
"step": 219 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"learning_rate": 3.3333333333333335e-05, |
|
"loss": 0.1084, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"eval_accuracy": 0.8993055555555556, |
|
"eval_loss": 0.2640966773033142, |
|
"eval_runtime": 1.5715, |
|
"eval_samples_per_second": 183.268, |
|
"eval_steps_per_second": 3.182, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 20.09, |
|
"learning_rate": 3.3232323232323234e-05, |
|
"loss": 0.138, |
|
"step": 221 |
|
}, |
|
{ |
|
"epoch": 20.18, |
|
"learning_rate": 3.3131313131313134e-05, |
|
"loss": 0.1625, |
|
"step": 222 |
|
}, |
|
{ |
|
"epoch": 20.27, |
|
"learning_rate": 3.303030303030303e-05, |
|
"loss": 0.1838, |
|
"step": 223 |
|
}, |
|
{ |
|
"epoch": 20.36, |
|
"learning_rate": 3.292929292929293e-05, |
|
"loss": 0.1558, |
|
"step": 224 |
|
}, |
|
{ |
|
"epoch": 20.45, |
|
"learning_rate": 3.282828282828283e-05, |
|
"loss": 0.2134, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 20.55, |
|
"learning_rate": 3.272727272727273e-05, |
|
"loss": 0.1694, |
|
"step": 226 |
|
}, |
|
{ |
|
"epoch": 20.64, |
|
"learning_rate": 3.2626262626262624e-05, |
|
"loss": 0.2243, |
|
"step": 227 |
|
}, |
|
{ |
|
"epoch": 20.73, |
|
"learning_rate": 3.2525252525252524e-05, |
|
"loss": 0.219, |
|
"step": 228 |
|
}, |
|
{ |
|
"epoch": 20.82, |
|
"learning_rate": 3.2424242424242423e-05, |
|
"loss": 0.1761, |
|
"step": 229 |
|
}, |
|
{ |
|
"epoch": 20.91, |
|
"learning_rate": 3.232323232323233e-05, |
|
"loss": 0.1231, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"learning_rate": 3.222222222222223e-05, |
|
"loss": 0.2099, |
|
"step": 231 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"eval_accuracy": 0.8958333333333334, |
|
"eval_loss": 0.2806669771671295, |
|
"eval_runtime": 1.5627, |
|
"eval_samples_per_second": 184.299, |
|
"eval_steps_per_second": 3.2, |
|
"step": 231 |
|
}, |
|
{ |
|
"epoch": 21.09, |
|
"learning_rate": 3.212121212121212e-05, |
|
"loss": 0.1831, |
|
"step": 232 |
|
}, |
|
{ |
|
"epoch": 21.18, |
|
"learning_rate": 3.202020202020202e-05, |
|
"loss": 0.123, |
|
"step": 233 |
|
}, |
|
{ |
|
"epoch": 21.27, |
|
"learning_rate": 3.191919191919192e-05, |
|
"loss": 0.168, |
|
"step": 234 |
|
}, |
|
{ |
|
"epoch": 21.36, |
|
"learning_rate": 3.181818181818182e-05, |
|
"loss": 0.1516, |
|
"step": 235 |
|
}, |
|
{ |
|
"epoch": 21.45, |
|
"learning_rate": 3.171717171717172e-05, |
|
"loss": 0.1424, |
|
"step": 236 |
|
}, |
|
{ |
|
"epoch": 21.55, |
|
"learning_rate": 3.161616161616161e-05, |
|
"loss": 0.1368, |
|
"step": 237 |
|
}, |
|
{ |
|
"epoch": 21.64, |
|
"learning_rate": 3.151515151515151e-05, |
|
"loss": 0.234, |
|
"step": 238 |
|
}, |
|
{ |
|
"epoch": 21.73, |
|
"learning_rate": 3.141414141414142e-05, |
|
"loss": 0.1563, |
|
"step": 239 |
|
}, |
|
{ |
|
"epoch": 21.82, |
|
"learning_rate": 3.131313131313132e-05, |
|
"loss": 0.1288, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 21.91, |
|
"learning_rate": 3.121212121212122e-05, |
|
"loss": 0.1547, |
|
"step": 241 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"learning_rate": 3.111111111111111e-05, |
|
"loss": 0.1666, |
|
"step": 242 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"eval_accuracy": 0.9097222222222222, |
|
"eval_loss": 0.25945279002189636, |
|
"eval_runtime": 1.5674, |
|
"eval_samples_per_second": 183.74, |
|
"eval_steps_per_second": 3.19, |
|
"step": 242 |
|
}, |
|
{ |
|
"epoch": 22.09, |
|
"learning_rate": 3.101010101010101e-05, |
|
"loss": 0.1237, |
|
"step": 243 |
|
}, |
|
{ |
|
"epoch": 22.18, |
|
"learning_rate": 3.090909090909091e-05, |
|
"loss": 0.1206, |
|
"step": 244 |
|
}, |
|
{ |
|
"epoch": 22.27, |
|
"learning_rate": 3.080808080808081e-05, |
|
"loss": 0.1572, |
|
"step": 245 |
|
}, |
|
{ |
|
"epoch": 22.36, |
|
"learning_rate": 3.070707070707071e-05, |
|
"loss": 0.2006, |
|
"step": 246 |
|
}, |
|
{ |
|
"epoch": 22.45, |
|
"learning_rate": 3.060606060606061e-05, |
|
"loss": 0.191, |
|
"step": 247 |
|
}, |
|
{ |
|
"epoch": 22.55, |
|
"learning_rate": 3.050505050505051e-05, |
|
"loss": 0.1191, |
|
"step": 248 |
|
}, |
|
{ |
|
"epoch": 22.64, |
|
"learning_rate": 3.0404040404040406e-05, |
|
"loss": 0.1462, |
|
"step": 249 |
|
}, |
|
{ |
|
"epoch": 22.73, |
|
"learning_rate": 3.0303030303030306e-05, |
|
"loss": 0.1679, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 22.82, |
|
"learning_rate": 3.0202020202020205e-05, |
|
"loss": 0.2127, |
|
"step": 251 |
|
}, |
|
{ |
|
"epoch": 22.91, |
|
"learning_rate": 3.01010101010101e-05, |
|
"loss": 0.1359, |
|
"step": 252 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"learning_rate": 3e-05, |
|
"loss": 0.1355, |
|
"step": 253 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"eval_accuracy": 0.8923611111111112, |
|
"eval_loss": 0.2734811007976532, |
|
"eval_runtime": 1.5633, |
|
"eval_samples_per_second": 184.23, |
|
"eval_steps_per_second": 3.198, |
|
"step": 253 |
|
}, |
|
{ |
|
"epoch": 23.09, |
|
"learning_rate": 2.98989898989899e-05, |
|
"loss": 0.1139, |
|
"step": 254 |
|
}, |
|
{ |
|
"epoch": 23.18, |
|
"learning_rate": 2.9797979797979796e-05, |
|
"loss": 0.1299, |
|
"step": 255 |
|
}, |
|
{ |
|
"epoch": 23.27, |
|
"learning_rate": 2.96969696969697e-05, |
|
"loss": 0.1732, |
|
"step": 256 |
|
}, |
|
{ |
|
"epoch": 23.36, |
|
"learning_rate": 2.95959595959596e-05, |
|
"loss": 0.1417, |
|
"step": 257 |
|
}, |
|
{ |
|
"epoch": 23.45, |
|
"learning_rate": 2.9494949494949498e-05, |
|
"loss": 0.1588, |
|
"step": 258 |
|
}, |
|
{ |
|
"epoch": 23.55, |
|
"learning_rate": 2.9393939393939394e-05, |
|
"loss": 0.1159, |
|
"step": 259 |
|
}, |
|
{ |
|
"epoch": 23.64, |
|
"learning_rate": 2.9292929292929294e-05, |
|
"loss": 0.1636, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 23.73, |
|
"learning_rate": 2.9191919191919193e-05, |
|
"loss": 0.1375, |
|
"step": 261 |
|
}, |
|
{ |
|
"epoch": 23.82, |
|
"learning_rate": 2.909090909090909e-05, |
|
"loss": 0.128, |
|
"step": 262 |
|
}, |
|
{ |
|
"epoch": 23.91, |
|
"learning_rate": 2.898989898989899e-05, |
|
"loss": 0.1347, |
|
"step": 263 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"learning_rate": 2.8888888888888888e-05, |
|
"loss": 0.1165, |
|
"step": 264 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"eval_accuracy": 0.8784722222222222, |
|
"eval_loss": 0.3238440155982971, |
|
"eval_runtime": 1.6248, |
|
"eval_samples_per_second": 177.253, |
|
"eval_steps_per_second": 3.077, |
|
"step": 264 |
|
}, |
|
{ |
|
"epoch": 24.09, |
|
"learning_rate": 2.878787878787879e-05, |
|
"loss": 0.108, |
|
"step": 265 |
|
}, |
|
{ |
|
"epoch": 24.18, |
|
"learning_rate": 2.868686868686869e-05, |
|
"loss": 0.1276, |
|
"step": 266 |
|
}, |
|
{ |
|
"epoch": 24.27, |
|
"learning_rate": 2.8585858585858587e-05, |
|
"loss": 0.1893, |
|
"step": 267 |
|
}, |
|
{ |
|
"epoch": 24.36, |
|
"learning_rate": 2.8484848484848486e-05, |
|
"loss": 0.1291, |
|
"step": 268 |
|
}, |
|
{ |
|
"epoch": 24.45, |
|
"learning_rate": 2.8383838383838386e-05, |
|
"loss": 0.1547, |
|
"step": 269 |
|
}, |
|
{ |
|
"epoch": 24.55, |
|
"learning_rate": 2.8282828282828282e-05, |
|
"loss": 0.1697, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 24.64, |
|
"learning_rate": 2.818181818181818e-05, |
|
"loss": 0.1465, |
|
"step": 271 |
|
}, |
|
{ |
|
"epoch": 24.73, |
|
"learning_rate": 2.808080808080808e-05, |
|
"loss": 0.1422, |
|
"step": 272 |
|
}, |
|
{ |
|
"epoch": 24.82, |
|
"learning_rate": 2.7979797979797984e-05, |
|
"loss": 0.165, |
|
"step": 273 |
|
}, |
|
{ |
|
"epoch": 24.91, |
|
"learning_rate": 2.7878787878787883e-05, |
|
"loss": 0.1262, |
|
"step": 274 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"learning_rate": 2.777777777777778e-05, |
|
"loss": 0.112, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"eval_accuracy": 0.8888888888888888, |
|
"eval_loss": 0.3065586984157562, |
|
"eval_runtime": 1.5997, |
|
"eval_samples_per_second": 180.037, |
|
"eval_steps_per_second": 3.126, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 25.09, |
|
"learning_rate": 2.767676767676768e-05, |
|
"loss": 0.1132, |
|
"step": 276 |
|
}, |
|
{ |
|
"epoch": 25.18, |
|
"learning_rate": 2.7575757575757578e-05, |
|
"loss": 0.1252, |
|
"step": 277 |
|
}, |
|
{ |
|
"epoch": 25.27, |
|
"learning_rate": 2.7474747474747474e-05, |
|
"loss": 0.1023, |
|
"step": 278 |
|
}, |
|
{ |
|
"epoch": 25.36, |
|
"learning_rate": 2.7373737373737374e-05, |
|
"loss": 0.1254, |
|
"step": 279 |
|
}, |
|
{ |
|
"epoch": 25.45, |
|
"learning_rate": 2.7272727272727273e-05, |
|
"loss": 0.1575, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 25.55, |
|
"learning_rate": 2.717171717171717e-05, |
|
"loss": 0.1072, |
|
"step": 281 |
|
}, |
|
{ |
|
"epoch": 25.64, |
|
"learning_rate": 2.7070707070707075e-05, |
|
"loss": 0.135, |
|
"step": 282 |
|
}, |
|
{ |
|
"epoch": 25.73, |
|
"learning_rate": 2.696969696969697e-05, |
|
"loss": 0.1851, |
|
"step": 283 |
|
}, |
|
{ |
|
"epoch": 25.82, |
|
"learning_rate": 2.686868686868687e-05, |
|
"loss": 0.1454, |
|
"step": 284 |
|
}, |
|
{ |
|
"epoch": 25.91, |
|
"learning_rate": 2.676767676767677e-05, |
|
"loss": 0.1629, |
|
"step": 285 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"learning_rate": 2.6666666666666667e-05, |
|
"loss": 0.1191, |
|
"step": 286 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"eval_accuracy": 0.90625, |
|
"eval_loss": 0.24274842441082, |
|
"eval_runtime": 1.5782, |
|
"eval_samples_per_second": 182.491, |
|
"eval_steps_per_second": 3.168, |
|
"step": 286 |
|
}, |
|
{ |
|
"epoch": 26.09, |
|
"learning_rate": 2.6565656565656566e-05, |
|
"loss": 0.1726, |
|
"step": 287 |
|
}, |
|
{ |
|
"epoch": 26.18, |
|
"learning_rate": 2.6464646464646466e-05, |
|
"loss": 0.1017, |
|
"step": 288 |
|
}, |
|
{ |
|
"epoch": 26.27, |
|
"learning_rate": 2.636363636363636e-05, |
|
"loss": 0.0857, |
|
"step": 289 |
|
}, |
|
{ |
|
"epoch": 26.36, |
|
"learning_rate": 2.6262626262626268e-05, |
|
"loss": 0.1463, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 26.45, |
|
"learning_rate": 2.6161616161616164e-05, |
|
"loss": 0.1513, |
|
"step": 291 |
|
}, |
|
{ |
|
"epoch": 26.55, |
|
"learning_rate": 2.6060606060606063e-05, |
|
"loss": 0.0975, |
|
"step": 292 |
|
}, |
|
{ |
|
"epoch": 26.64, |
|
"learning_rate": 2.5959595959595963e-05, |
|
"loss": 0.1405, |
|
"step": 293 |
|
}, |
|
{ |
|
"epoch": 26.73, |
|
"learning_rate": 2.585858585858586e-05, |
|
"loss": 0.1236, |
|
"step": 294 |
|
}, |
|
{ |
|
"epoch": 26.82, |
|
"learning_rate": 2.575757575757576e-05, |
|
"loss": 0.1641, |
|
"step": 295 |
|
}, |
|
{ |
|
"epoch": 26.91, |
|
"learning_rate": 2.5656565656565658e-05, |
|
"loss": 0.1164, |
|
"step": 296 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"learning_rate": 2.5555555555555554e-05, |
|
"loss": 0.1293, |
|
"step": 297 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"eval_accuracy": 0.9201388888888888, |
|
"eval_loss": 0.25357797741889954, |
|
"eval_runtime": 1.574, |
|
"eval_samples_per_second": 182.979, |
|
"eval_steps_per_second": 3.177, |
|
"step": 297 |
|
}, |
|
{ |
|
"epoch": 27.09, |
|
"learning_rate": 2.5454545454545454e-05, |
|
"loss": 0.1206, |
|
"step": 298 |
|
}, |
|
{ |
|
"epoch": 27.18, |
|
"learning_rate": 2.5353535353535356e-05, |
|
"loss": 0.1533, |
|
"step": 299 |
|
}, |
|
{ |
|
"epoch": 27.27, |
|
"learning_rate": 2.5252525252525256e-05, |
|
"loss": 0.1269, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 27.36, |
|
"learning_rate": 2.5151515151515155e-05, |
|
"loss": 0.1208, |
|
"step": 301 |
|
}, |
|
{ |
|
"epoch": 27.45, |
|
"learning_rate": 2.505050505050505e-05, |
|
"loss": 0.1069, |
|
"step": 302 |
|
}, |
|
{ |
|
"epoch": 27.55, |
|
"learning_rate": 2.494949494949495e-05, |
|
"loss": 0.1034, |
|
"step": 303 |
|
}, |
|
{ |
|
"epoch": 27.64, |
|
"learning_rate": 2.4848484848484847e-05, |
|
"loss": 0.087, |
|
"step": 304 |
|
}, |
|
{ |
|
"epoch": 27.73, |
|
"learning_rate": 2.474747474747475e-05, |
|
"loss": 0.0929, |
|
"step": 305 |
|
}, |
|
{ |
|
"epoch": 27.82, |
|
"learning_rate": 2.464646464646465e-05, |
|
"loss": 0.1334, |
|
"step": 306 |
|
}, |
|
{ |
|
"epoch": 27.91, |
|
"learning_rate": 2.4545454545454545e-05, |
|
"loss": 0.112, |
|
"step": 307 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"learning_rate": 2.4444444444444445e-05, |
|
"loss": 0.2932, |
|
"step": 308 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"eval_accuracy": 0.8923611111111112, |
|
"eval_loss": 0.27067822217941284, |
|
"eval_runtime": 1.5637, |
|
"eval_samples_per_second": 184.181, |
|
"eval_steps_per_second": 3.198, |
|
"step": 308 |
|
}, |
|
{ |
|
"epoch": 28.09, |
|
"learning_rate": 2.4343434343434344e-05, |
|
"loss": 0.1466, |
|
"step": 309 |
|
}, |
|
{ |
|
"epoch": 28.18, |
|
"learning_rate": 2.4242424242424244e-05, |
|
"loss": 0.1069, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 28.27, |
|
"learning_rate": 2.4141414141414143e-05, |
|
"loss": 0.0743, |
|
"step": 311 |
|
}, |
|
{ |
|
"epoch": 28.36, |
|
"learning_rate": 2.404040404040404e-05, |
|
"loss": 0.0703, |
|
"step": 312 |
|
}, |
|
{ |
|
"epoch": 28.45, |
|
"learning_rate": 2.393939393939394e-05, |
|
"loss": 0.1335, |
|
"step": 313 |
|
}, |
|
{ |
|
"epoch": 28.55, |
|
"learning_rate": 2.3838383838383842e-05, |
|
"loss": 0.1313, |
|
"step": 314 |
|
}, |
|
{ |
|
"epoch": 28.64, |
|
"learning_rate": 2.3737373737373738e-05, |
|
"loss": 0.1224, |
|
"step": 315 |
|
}, |
|
{ |
|
"epoch": 28.73, |
|
"learning_rate": 2.3636363636363637e-05, |
|
"loss": 0.1197, |
|
"step": 316 |
|
}, |
|
{ |
|
"epoch": 28.82, |
|
"learning_rate": 2.3535353535353537e-05, |
|
"loss": 0.1188, |
|
"step": 317 |
|
}, |
|
{ |
|
"epoch": 28.91, |
|
"learning_rate": 2.3434343434343436e-05, |
|
"loss": 0.1575, |
|
"step": 318 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"learning_rate": 2.3333333333333336e-05, |
|
"loss": 0.0918, |
|
"step": 319 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"eval_accuracy": 0.8923611111111112, |
|
"eval_loss": 0.26875555515289307, |
|
"eval_runtime": 1.5673, |
|
"eval_samples_per_second": 183.752, |
|
"eval_steps_per_second": 3.19, |
|
"step": 319 |
|
}, |
|
{ |
|
"epoch": 29.09, |
|
"learning_rate": 2.3232323232323232e-05, |
|
"loss": 0.0987, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 29.18, |
|
"learning_rate": 2.313131313131313e-05, |
|
"loss": 0.1075, |
|
"step": 321 |
|
}, |
|
{ |
|
"epoch": 29.27, |
|
"learning_rate": 2.3030303030303034e-05, |
|
"loss": 0.1035, |
|
"step": 322 |
|
}, |
|
{ |
|
"epoch": 29.36, |
|
"learning_rate": 2.292929292929293e-05, |
|
"loss": 0.1098, |
|
"step": 323 |
|
}, |
|
{ |
|
"epoch": 29.45, |
|
"learning_rate": 2.282828282828283e-05, |
|
"loss": 0.0967, |
|
"step": 324 |
|
}, |
|
{ |
|
"epoch": 29.55, |
|
"learning_rate": 2.272727272727273e-05, |
|
"loss": 0.1303, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 29.64, |
|
"learning_rate": 2.262626262626263e-05, |
|
"loss": 0.1276, |
|
"step": 326 |
|
}, |
|
{ |
|
"epoch": 29.73, |
|
"learning_rate": 2.2525252525252528e-05, |
|
"loss": 0.1105, |
|
"step": 327 |
|
}, |
|
{ |
|
"epoch": 29.82, |
|
"learning_rate": 2.2424242424242424e-05, |
|
"loss": 0.1067, |
|
"step": 328 |
|
}, |
|
{ |
|
"epoch": 29.91, |
|
"learning_rate": 2.2323232323232324e-05, |
|
"loss": 0.1119, |
|
"step": 329 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"learning_rate": 2.2222222222222223e-05, |
|
"loss": 0.1529, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"eval_accuracy": 0.8888888888888888, |
|
"eval_loss": 0.2714914083480835, |
|
"eval_runtime": 1.5703, |
|
"eval_samples_per_second": 183.402, |
|
"eval_steps_per_second": 3.184, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 30.09, |
|
"learning_rate": 2.2121212121212123e-05, |
|
"loss": 0.1097, |
|
"step": 331 |
|
}, |
|
{ |
|
"epoch": 30.18, |
|
"learning_rate": 2.2020202020202022e-05, |
|
"loss": 0.0645, |
|
"step": 332 |
|
}, |
|
{ |
|
"epoch": 30.27, |
|
"learning_rate": 2.191919191919192e-05, |
|
"loss": 0.098, |
|
"step": 333 |
|
}, |
|
{ |
|
"epoch": 30.36, |
|
"learning_rate": 2.1818181818181818e-05, |
|
"loss": 0.1134, |
|
"step": 334 |
|
}, |
|
{ |
|
"epoch": 30.45, |
|
"learning_rate": 2.171717171717172e-05, |
|
"loss": 0.1161, |
|
"step": 335 |
|
}, |
|
{ |
|
"epoch": 30.55, |
|
"learning_rate": 2.1616161616161617e-05, |
|
"loss": 0.1452, |
|
"step": 336 |
|
}, |
|
{ |
|
"epoch": 30.64, |
|
"learning_rate": 2.1515151515151516e-05, |
|
"loss": 0.0576, |
|
"step": 337 |
|
}, |
|
{ |
|
"epoch": 30.73, |
|
"learning_rate": 2.1414141414141416e-05, |
|
"loss": 0.1293, |
|
"step": 338 |
|
}, |
|
{ |
|
"epoch": 30.82, |
|
"learning_rate": 2.1313131313131315e-05, |
|
"loss": 0.1267, |
|
"step": 339 |
|
}, |
|
{ |
|
"epoch": 30.91, |
|
"learning_rate": 2.1212121212121215e-05, |
|
"loss": 0.1049, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 31.0, |
|
"learning_rate": 2.111111111111111e-05, |
|
"loss": 0.227, |
|
"step": 341 |
|
}, |
|
{ |
|
"epoch": 31.0, |
|
"eval_accuracy": 0.9027777777777778, |
|
"eval_loss": 0.2664012014865875, |
|
"eval_runtime": 1.5768, |
|
"eval_samples_per_second": 182.651, |
|
"eval_steps_per_second": 3.171, |
|
"step": 341 |
|
}, |
|
{ |
|
"epoch": 31.09, |
|
"learning_rate": 2.101010101010101e-05, |
|
"loss": 0.1239, |
|
"step": 342 |
|
}, |
|
{ |
|
"epoch": 31.18, |
|
"learning_rate": 2.090909090909091e-05, |
|
"loss": 0.0908, |
|
"step": 343 |
|
}, |
|
{ |
|
"epoch": 31.27, |
|
"learning_rate": 2.080808080808081e-05, |
|
"loss": 0.1132, |
|
"step": 344 |
|
}, |
|
{ |
|
"epoch": 31.36, |
|
"learning_rate": 2.070707070707071e-05, |
|
"loss": 0.0946, |
|
"step": 345 |
|
}, |
|
{ |
|
"epoch": 31.45, |
|
"learning_rate": 2.0606060606060608e-05, |
|
"loss": 0.093, |
|
"step": 346 |
|
}, |
|
{ |
|
"epoch": 31.55, |
|
"learning_rate": 2.0505050505050504e-05, |
|
"loss": 0.1207, |
|
"step": 347 |
|
}, |
|
{ |
|
"epoch": 31.64, |
|
"learning_rate": 2.0404040404040407e-05, |
|
"loss": 0.111, |
|
"step": 348 |
|
}, |
|
{ |
|
"epoch": 31.73, |
|
"learning_rate": 2.0303030303030303e-05, |
|
"loss": 0.1069, |
|
"step": 349 |
|
}, |
|
{ |
|
"epoch": 31.82, |
|
"learning_rate": 2.0202020202020203e-05, |
|
"loss": 0.0982, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 31.91, |
|
"learning_rate": 2.0101010101010102e-05, |
|
"loss": 0.158, |
|
"step": 351 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"learning_rate": 2e-05, |
|
"loss": 0.1044, |
|
"step": 352 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"eval_accuracy": 0.8993055555555556, |
|
"eval_loss": 0.2808922529220581, |
|
"eval_runtime": 1.5749, |
|
"eval_samples_per_second": 182.87, |
|
"eval_steps_per_second": 3.175, |
|
"step": 352 |
|
}, |
|
{ |
|
"epoch": 32.09, |
|
"learning_rate": 1.98989898989899e-05, |
|
"loss": 0.0917, |
|
"step": 353 |
|
}, |
|
{ |
|
"epoch": 32.18, |
|
"learning_rate": 1.9797979797979797e-05, |
|
"loss": 0.0979, |
|
"step": 354 |
|
}, |
|
{ |
|
"epoch": 32.27, |
|
"learning_rate": 1.9696969696969697e-05, |
|
"loss": 0.111, |
|
"step": 355 |
|
}, |
|
{ |
|
"epoch": 32.36, |
|
"learning_rate": 1.95959595959596e-05, |
|
"loss": 0.121, |
|
"step": 356 |
|
}, |
|
{ |
|
"epoch": 32.45, |
|
"learning_rate": 1.9494949494949496e-05, |
|
"loss": 0.1075, |
|
"step": 357 |
|
}, |
|
{ |
|
"epoch": 32.55, |
|
"learning_rate": 1.9393939393939395e-05, |
|
"loss": 0.1152, |
|
"step": 358 |
|
}, |
|
{ |
|
"epoch": 32.64, |
|
"learning_rate": 1.9292929292929295e-05, |
|
"loss": 0.0991, |
|
"step": 359 |
|
}, |
|
{ |
|
"epoch": 32.73, |
|
"learning_rate": 1.919191919191919e-05, |
|
"loss": 0.1117, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 32.82, |
|
"learning_rate": 1.9090909090909094e-05, |
|
"loss": 0.1275, |
|
"step": 361 |
|
}, |
|
{ |
|
"epoch": 32.91, |
|
"learning_rate": 1.898989898989899e-05, |
|
"loss": 0.1033, |
|
"step": 362 |
|
}, |
|
{ |
|
"epoch": 33.0, |
|
"learning_rate": 1.888888888888889e-05, |
|
"loss": 0.0894, |
|
"step": 363 |
|
}, |
|
{ |
|
"epoch": 33.0, |
|
"eval_accuracy": 0.8923611111111112, |
|
"eval_loss": 0.2863243818283081, |
|
"eval_runtime": 1.5629, |
|
"eval_samples_per_second": 184.271, |
|
"eval_steps_per_second": 3.199, |
|
"step": 363 |
|
}, |
|
{ |
|
"epoch": 33.09, |
|
"learning_rate": 1.878787878787879e-05, |
|
"loss": 0.0979, |
|
"step": 364 |
|
}, |
|
{ |
|
"epoch": 33.18, |
|
"learning_rate": 1.8686868686868688e-05, |
|
"loss": 0.076, |
|
"step": 365 |
|
}, |
|
{ |
|
"epoch": 33.27, |
|
"learning_rate": 1.8585858585858588e-05, |
|
"loss": 0.0744, |
|
"step": 366 |
|
}, |
|
{ |
|
"epoch": 33.36, |
|
"learning_rate": 1.8484848484848487e-05, |
|
"loss": 0.0952, |
|
"step": 367 |
|
}, |
|
{ |
|
"epoch": 33.45, |
|
"learning_rate": 1.8383838383838383e-05, |
|
"loss": 0.1057, |
|
"step": 368 |
|
}, |
|
{ |
|
"epoch": 33.55, |
|
"learning_rate": 1.8282828282828286e-05, |
|
"loss": 0.0713, |
|
"step": 369 |
|
}, |
|
{ |
|
"epoch": 33.64, |
|
"learning_rate": 1.8181818181818182e-05, |
|
"loss": 0.0957, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 33.73, |
|
"learning_rate": 1.808080808080808e-05, |
|
"loss": 0.0771, |
|
"step": 371 |
|
}, |
|
{ |
|
"epoch": 33.82, |
|
"learning_rate": 1.797979797979798e-05, |
|
"loss": 0.111, |
|
"step": 372 |
|
}, |
|
{ |
|
"epoch": 33.91, |
|
"learning_rate": 1.787878787878788e-05, |
|
"loss": 0.1235, |
|
"step": 373 |
|
}, |
|
{ |
|
"epoch": 34.0, |
|
"learning_rate": 1.777777777777778e-05, |
|
"loss": 0.0566, |
|
"step": 374 |
|
}, |
|
{ |
|
"epoch": 34.0, |
|
"eval_accuracy": 0.9201388888888888, |
|
"eval_loss": 0.24742072820663452, |
|
"eval_runtime": 1.5761, |
|
"eval_samples_per_second": 182.728, |
|
"eval_steps_per_second": 3.172, |
|
"step": 374 |
|
}, |
|
{ |
|
"epoch": 34.09, |
|
"learning_rate": 1.7676767676767676e-05, |
|
"loss": 0.0865, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 34.18, |
|
"learning_rate": 1.7575757575757576e-05, |
|
"loss": 0.1036, |
|
"step": 376 |
|
}, |
|
{ |
|
"epoch": 34.27, |
|
"learning_rate": 1.7474747474747475e-05, |
|
"loss": 0.0638, |
|
"step": 377 |
|
}, |
|
{ |
|
"epoch": 34.36, |
|
"learning_rate": 1.7373737373737375e-05, |
|
"loss": 0.0975, |
|
"step": 378 |
|
}, |
|
{ |
|
"epoch": 34.45, |
|
"learning_rate": 1.7272727272727274e-05, |
|
"loss": 0.0933, |
|
"step": 379 |
|
}, |
|
{ |
|
"epoch": 34.55, |
|
"learning_rate": 1.7171717171717173e-05, |
|
"loss": 0.1113, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 34.64, |
|
"learning_rate": 1.707070707070707e-05, |
|
"loss": 0.0718, |
|
"step": 381 |
|
}, |
|
{ |
|
"epoch": 34.73, |
|
"learning_rate": 1.6969696969696972e-05, |
|
"loss": 0.1104, |
|
"step": 382 |
|
}, |
|
{ |
|
"epoch": 34.82, |
|
"learning_rate": 1.686868686868687e-05, |
|
"loss": 0.0873, |
|
"step": 383 |
|
}, |
|
{ |
|
"epoch": 34.91, |
|
"learning_rate": 1.6767676767676768e-05, |
|
"loss": 0.1197, |
|
"step": 384 |
|
}, |
|
{ |
|
"epoch": 35.0, |
|
"learning_rate": 1.6666666666666667e-05, |
|
"loss": 0.0915, |
|
"step": 385 |
|
}, |
|
{ |
|
"epoch": 35.0, |
|
"eval_accuracy": 0.9097222222222222, |
|
"eval_loss": 0.2427683174610138, |
|
"eval_runtime": 1.5702, |
|
"eval_samples_per_second": 183.413, |
|
"eval_steps_per_second": 3.184, |
|
"step": 385 |
|
}, |
|
{ |
|
"epoch": 35.09, |
|
"learning_rate": 1.6565656565656567e-05, |
|
"loss": 0.1235, |
|
"step": 386 |
|
}, |
|
{ |
|
"epoch": 35.18, |
|
"learning_rate": 1.6464646464646466e-05, |
|
"loss": 0.0871, |
|
"step": 387 |
|
}, |
|
{ |
|
"epoch": 35.27, |
|
"learning_rate": 1.6363636363636366e-05, |
|
"loss": 0.0765, |
|
"step": 388 |
|
}, |
|
{ |
|
"epoch": 35.36, |
|
"learning_rate": 1.6262626262626262e-05, |
|
"loss": 0.0927, |
|
"step": 389 |
|
}, |
|
{ |
|
"epoch": 35.45, |
|
"learning_rate": 1.6161616161616165e-05, |
|
"loss": 0.1012, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 35.55, |
|
"learning_rate": 1.606060606060606e-05, |
|
"loss": 0.084, |
|
"step": 391 |
|
}, |
|
{ |
|
"epoch": 35.64, |
|
"learning_rate": 1.595959595959596e-05, |
|
"loss": 0.0936, |
|
"step": 392 |
|
}, |
|
{ |
|
"epoch": 35.73, |
|
"learning_rate": 1.585858585858586e-05, |
|
"loss": 0.128, |
|
"step": 393 |
|
}, |
|
{ |
|
"epoch": 35.82, |
|
"learning_rate": 1.5757575757575756e-05, |
|
"loss": 0.0969, |
|
"step": 394 |
|
}, |
|
{ |
|
"epoch": 35.91, |
|
"learning_rate": 1.565656565656566e-05, |
|
"loss": 0.0794, |
|
"step": 395 |
|
}, |
|
{ |
|
"epoch": 36.0, |
|
"learning_rate": 1.5555555555555555e-05, |
|
"loss": 0.1136, |
|
"step": 396 |
|
}, |
|
{ |
|
"epoch": 36.0, |
|
"eval_accuracy": 0.9097222222222222, |
|
"eval_loss": 0.25445806980133057, |
|
"eval_runtime": 1.5637, |
|
"eval_samples_per_second": 184.175, |
|
"eval_steps_per_second": 3.197, |
|
"step": 396 |
|
}, |
|
{ |
|
"epoch": 36.09, |
|
"learning_rate": 1.5454545454545454e-05, |
|
"loss": 0.0435, |
|
"step": 397 |
|
}, |
|
{ |
|
"epoch": 36.18, |
|
"learning_rate": 1.5353535353535354e-05, |
|
"loss": 0.0474, |
|
"step": 398 |
|
}, |
|
{ |
|
"epoch": 36.27, |
|
"learning_rate": 1.5252525252525255e-05, |
|
"loss": 0.1082, |
|
"step": 399 |
|
}, |
|
{ |
|
"epoch": 36.36, |
|
"learning_rate": 1.5151515151515153e-05, |
|
"loss": 0.0613, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 36.45, |
|
"learning_rate": 1.505050505050505e-05, |
|
"loss": 0.0681, |
|
"step": 401 |
|
}, |
|
{ |
|
"epoch": 36.55, |
|
"learning_rate": 1.494949494949495e-05, |
|
"loss": 0.0777, |
|
"step": 402 |
|
}, |
|
{ |
|
"epoch": 36.64, |
|
"learning_rate": 1.484848484848485e-05, |
|
"loss": 0.0706, |
|
"step": 403 |
|
}, |
|
{ |
|
"epoch": 36.73, |
|
"learning_rate": 1.4747474747474749e-05, |
|
"loss": 0.0696, |
|
"step": 404 |
|
}, |
|
{ |
|
"epoch": 36.82, |
|
"learning_rate": 1.4646464646464647e-05, |
|
"loss": 0.0689, |
|
"step": 405 |
|
}, |
|
{ |
|
"epoch": 36.91, |
|
"learning_rate": 1.4545454545454545e-05, |
|
"loss": 0.0978, |
|
"step": 406 |
|
}, |
|
{ |
|
"epoch": 37.0, |
|
"learning_rate": 1.4444444444444444e-05, |
|
"loss": 0.0947, |
|
"step": 407 |
|
}, |
|
{ |
|
"epoch": 37.0, |
|
"eval_accuracy": 0.9097222222222222, |
|
"eval_loss": 0.2598806619644165, |
|
"eval_runtime": 1.5727, |
|
"eval_samples_per_second": 183.13, |
|
"eval_steps_per_second": 3.179, |
|
"step": 407 |
|
}, |
|
{ |
|
"epoch": 37.09, |
|
"learning_rate": 1.4343434343434345e-05, |
|
"loss": 0.05, |
|
"step": 408 |
|
}, |
|
{ |
|
"epoch": 37.18, |
|
"learning_rate": 1.4242424242424243e-05, |
|
"loss": 0.1237, |
|
"step": 409 |
|
}, |
|
{ |
|
"epoch": 37.27, |
|
"learning_rate": 1.4141414141414141e-05, |
|
"loss": 0.0491, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 37.36, |
|
"learning_rate": 1.404040404040404e-05, |
|
"loss": 0.0882, |
|
"step": 411 |
|
}, |
|
{ |
|
"epoch": 37.45, |
|
"learning_rate": 1.3939393939393942e-05, |
|
"loss": 0.0765, |
|
"step": 412 |
|
}, |
|
{ |
|
"epoch": 37.55, |
|
"learning_rate": 1.383838383838384e-05, |
|
"loss": 0.073, |
|
"step": 413 |
|
}, |
|
{ |
|
"epoch": 37.64, |
|
"learning_rate": 1.3737373737373737e-05, |
|
"loss": 0.0728, |
|
"step": 414 |
|
}, |
|
{ |
|
"epoch": 37.73, |
|
"learning_rate": 1.3636363636363637e-05, |
|
"loss": 0.075, |
|
"step": 415 |
|
}, |
|
{ |
|
"epoch": 37.82, |
|
"learning_rate": 1.3535353535353538e-05, |
|
"loss": 0.0682, |
|
"step": 416 |
|
}, |
|
{ |
|
"epoch": 37.91, |
|
"learning_rate": 1.3434343434343436e-05, |
|
"loss": 0.0675, |
|
"step": 417 |
|
}, |
|
{ |
|
"epoch": 38.0, |
|
"learning_rate": 1.3333333333333333e-05, |
|
"loss": 0.1012, |
|
"step": 418 |
|
}, |
|
{ |
|
"epoch": 38.0, |
|
"eval_accuracy": 0.9166666666666666, |
|
"eval_loss": 0.24541756510734558, |
|
"eval_runtime": 1.5701, |
|
"eval_samples_per_second": 183.432, |
|
"eval_steps_per_second": 3.185, |
|
"step": 418 |
|
}, |
|
{ |
|
"epoch": 38.09, |
|
"learning_rate": 1.3232323232323233e-05, |
|
"loss": 0.0642, |
|
"step": 419 |
|
}, |
|
{ |
|
"epoch": 38.18, |
|
"learning_rate": 1.3131313131313134e-05, |
|
"loss": 0.0701, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 38.27, |
|
"learning_rate": 1.3030303030303032e-05, |
|
"loss": 0.0675, |
|
"step": 421 |
|
}, |
|
{ |
|
"epoch": 38.36, |
|
"learning_rate": 1.292929292929293e-05, |
|
"loss": 0.0763, |
|
"step": 422 |
|
}, |
|
{ |
|
"epoch": 38.45, |
|
"learning_rate": 1.2828282828282829e-05, |
|
"loss": 0.0664, |
|
"step": 423 |
|
}, |
|
{ |
|
"epoch": 38.55, |
|
"learning_rate": 1.2727272727272727e-05, |
|
"loss": 0.1222, |
|
"step": 424 |
|
}, |
|
{ |
|
"epoch": 38.64, |
|
"learning_rate": 1.2626262626262628e-05, |
|
"loss": 0.072, |
|
"step": 425 |
|
}, |
|
{ |
|
"epoch": 38.73, |
|
"learning_rate": 1.2525252525252526e-05, |
|
"loss": 0.0877, |
|
"step": 426 |
|
}, |
|
{ |
|
"epoch": 38.82, |
|
"learning_rate": 1.2424242424242424e-05, |
|
"loss": 0.1098, |
|
"step": 427 |
|
}, |
|
{ |
|
"epoch": 38.91, |
|
"learning_rate": 1.2323232323232325e-05, |
|
"loss": 0.0774, |
|
"step": 428 |
|
}, |
|
{ |
|
"epoch": 39.0, |
|
"learning_rate": 1.2222222222222222e-05, |
|
"loss": 0.0465, |
|
"step": 429 |
|
}, |
|
{ |
|
"epoch": 39.0, |
|
"eval_accuracy": 0.9201388888888888, |
|
"eval_loss": 0.24348551034927368, |
|
"eval_runtime": 1.5838, |
|
"eval_samples_per_second": 181.842, |
|
"eval_steps_per_second": 3.157, |
|
"step": 429 |
|
}, |
|
{ |
|
"epoch": 39.09, |
|
"learning_rate": 1.2121212121212122e-05, |
|
"loss": 0.0474, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 39.18, |
|
"learning_rate": 1.202020202020202e-05, |
|
"loss": 0.0535, |
|
"step": 431 |
|
}, |
|
{ |
|
"epoch": 39.27, |
|
"learning_rate": 1.1919191919191921e-05, |
|
"loss": 0.1069, |
|
"step": 432 |
|
}, |
|
{ |
|
"epoch": 39.36, |
|
"learning_rate": 1.1818181818181819e-05, |
|
"loss": 0.0872, |
|
"step": 433 |
|
}, |
|
{ |
|
"epoch": 39.45, |
|
"learning_rate": 1.1717171717171718e-05, |
|
"loss": 0.0852, |
|
"step": 434 |
|
}, |
|
{ |
|
"epoch": 39.55, |
|
"learning_rate": 1.1616161616161616e-05, |
|
"loss": 0.0503, |
|
"step": 435 |
|
}, |
|
{ |
|
"epoch": 39.64, |
|
"learning_rate": 1.1515151515151517e-05, |
|
"loss": 0.0746, |
|
"step": 436 |
|
}, |
|
{ |
|
"epoch": 39.73, |
|
"learning_rate": 1.1414141414141415e-05, |
|
"loss": 0.0866, |
|
"step": 437 |
|
}, |
|
{ |
|
"epoch": 39.82, |
|
"learning_rate": 1.1313131313131314e-05, |
|
"loss": 0.1031, |
|
"step": 438 |
|
}, |
|
{ |
|
"epoch": 39.91, |
|
"learning_rate": 1.1212121212121212e-05, |
|
"loss": 0.075, |
|
"step": 439 |
|
}, |
|
{ |
|
"epoch": 40.0, |
|
"learning_rate": 1.1111111111111112e-05, |
|
"loss": 0.0299, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 40.0, |
|
"eval_accuracy": 0.90625, |
|
"eval_loss": 0.25319477915763855, |
|
"eval_runtime": 1.5767, |
|
"eval_samples_per_second": 182.661, |
|
"eval_steps_per_second": 3.171, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 40.09, |
|
"learning_rate": 1.1010101010101011e-05, |
|
"loss": 0.0958, |
|
"step": 441 |
|
}, |
|
{ |
|
"epoch": 40.18, |
|
"learning_rate": 1.0909090909090909e-05, |
|
"loss": 0.0964, |
|
"step": 442 |
|
}, |
|
{ |
|
"epoch": 40.27, |
|
"learning_rate": 1.0808080808080808e-05, |
|
"loss": 0.0524, |
|
"step": 443 |
|
}, |
|
{ |
|
"epoch": 40.36, |
|
"learning_rate": 1.0707070707070708e-05, |
|
"loss": 0.0487, |
|
"step": 444 |
|
}, |
|
{ |
|
"epoch": 40.45, |
|
"learning_rate": 1.0606060606060607e-05, |
|
"loss": 0.0801, |
|
"step": 445 |
|
}, |
|
{ |
|
"epoch": 40.55, |
|
"learning_rate": 1.0505050505050505e-05, |
|
"loss": 0.1102, |
|
"step": 446 |
|
}, |
|
{ |
|
"epoch": 40.64, |
|
"learning_rate": 1.0404040404040405e-05, |
|
"loss": 0.0523, |
|
"step": 447 |
|
}, |
|
{ |
|
"epoch": 40.73, |
|
"learning_rate": 1.0303030303030304e-05, |
|
"loss": 0.0825, |
|
"step": 448 |
|
}, |
|
{ |
|
"epoch": 40.82, |
|
"learning_rate": 1.0202020202020204e-05, |
|
"loss": 0.0664, |
|
"step": 449 |
|
}, |
|
{ |
|
"epoch": 40.91, |
|
"learning_rate": 1.0101010101010101e-05, |
|
"loss": 0.0621, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 41.0, |
|
"learning_rate": 1e-05, |
|
"loss": 0.0311, |
|
"step": 451 |
|
}, |
|
{ |
|
"epoch": 41.0, |
|
"eval_accuracy": 0.9270833333333334, |
|
"eval_loss": 0.2298324704170227, |
|
"eval_runtime": 1.577, |
|
"eval_samples_per_second": 182.629, |
|
"eval_steps_per_second": 3.171, |
|
"step": 451 |
|
}, |
|
{ |
|
"epoch": 41.09, |
|
"learning_rate": 9.898989898989899e-06, |
|
"loss": 0.0482, |
|
"step": 452 |
|
}, |
|
{ |
|
"epoch": 41.18, |
|
"learning_rate": 9.7979797979798e-06, |
|
"loss": 0.0874, |
|
"step": 453 |
|
}, |
|
{ |
|
"epoch": 41.27, |
|
"learning_rate": 9.696969696969698e-06, |
|
"loss": 0.0582, |
|
"step": 454 |
|
}, |
|
{ |
|
"epoch": 41.36, |
|
"learning_rate": 9.595959595959595e-06, |
|
"loss": 0.0519, |
|
"step": 455 |
|
}, |
|
{ |
|
"epoch": 41.45, |
|
"learning_rate": 9.494949494949495e-06, |
|
"loss": 0.1067, |
|
"step": 456 |
|
}, |
|
{ |
|
"epoch": 41.55, |
|
"learning_rate": 9.393939393939394e-06, |
|
"loss": 0.0855, |
|
"step": 457 |
|
}, |
|
{ |
|
"epoch": 41.64, |
|
"learning_rate": 9.292929292929294e-06, |
|
"loss": 0.0874, |
|
"step": 458 |
|
}, |
|
{ |
|
"epoch": 41.73, |
|
"learning_rate": 9.191919191919192e-06, |
|
"loss": 0.0601, |
|
"step": 459 |
|
}, |
|
{ |
|
"epoch": 41.82, |
|
"learning_rate": 9.090909090909091e-06, |
|
"loss": 0.0572, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 41.91, |
|
"learning_rate": 8.98989898989899e-06, |
|
"loss": 0.0762, |
|
"step": 461 |
|
}, |
|
{ |
|
"epoch": 42.0, |
|
"learning_rate": 8.88888888888889e-06, |
|
"loss": 0.0796, |
|
"step": 462 |
|
}, |
|
{ |
|
"epoch": 42.0, |
|
"eval_accuracy": 0.9166666666666666, |
|
"eval_loss": 0.24221903085708618, |
|
"eval_runtime": 1.5621, |
|
"eval_samples_per_second": 184.366, |
|
"eval_steps_per_second": 3.201, |
|
"step": 462 |
|
}, |
|
{ |
|
"epoch": 42.09, |
|
"learning_rate": 8.787878787878788e-06, |
|
"loss": 0.0636, |
|
"step": 463 |
|
}, |
|
{ |
|
"epoch": 42.18, |
|
"learning_rate": 8.686868686868687e-06, |
|
"loss": 0.0522, |
|
"step": 464 |
|
}, |
|
{ |
|
"epoch": 42.27, |
|
"learning_rate": 8.585858585858587e-06, |
|
"loss": 0.0725, |
|
"step": 465 |
|
}, |
|
{ |
|
"epoch": 42.36, |
|
"learning_rate": 8.484848484848486e-06, |
|
"loss": 0.0872, |
|
"step": 466 |
|
}, |
|
{ |
|
"epoch": 42.45, |
|
"learning_rate": 8.383838383838384e-06, |
|
"loss": 0.0571, |
|
"step": 467 |
|
}, |
|
{ |
|
"epoch": 42.55, |
|
"learning_rate": 8.282828282828283e-06, |
|
"loss": 0.0991, |
|
"step": 468 |
|
}, |
|
{ |
|
"epoch": 42.64, |
|
"learning_rate": 8.181818181818183e-06, |
|
"loss": 0.0781, |
|
"step": 469 |
|
}, |
|
{ |
|
"epoch": 42.73, |
|
"learning_rate": 8.080808080808082e-06, |
|
"loss": 0.0814, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 42.82, |
|
"learning_rate": 7.97979797979798e-06, |
|
"loss": 0.071, |
|
"step": 471 |
|
}, |
|
{ |
|
"epoch": 42.91, |
|
"learning_rate": 7.878787878787878e-06, |
|
"loss": 0.08, |
|
"step": 472 |
|
}, |
|
{ |
|
"epoch": 43.0, |
|
"learning_rate": 7.777777777777777e-06, |
|
"loss": 0.058, |
|
"step": 473 |
|
}, |
|
{ |
|
"epoch": 43.0, |
|
"eval_accuracy": 0.9305555555555556, |
|
"eval_loss": 0.2058059573173523, |
|
"eval_runtime": 1.5649, |
|
"eval_samples_per_second": 184.034, |
|
"eval_steps_per_second": 3.195, |
|
"step": 473 |
|
}, |
|
{ |
|
"epoch": 43.09, |
|
"learning_rate": 7.676767676767677e-06, |
|
"loss": 0.0719, |
|
"step": 474 |
|
}, |
|
{ |
|
"epoch": 43.18, |
|
"learning_rate": 7.5757575757575764e-06, |
|
"loss": 0.0663, |
|
"step": 475 |
|
}, |
|
{ |
|
"epoch": 43.27, |
|
"learning_rate": 7.474747474747475e-06, |
|
"loss": 0.0397, |
|
"step": 476 |
|
}, |
|
{ |
|
"epoch": 43.36, |
|
"learning_rate": 7.3737373737373745e-06, |
|
"loss": 0.0452, |
|
"step": 477 |
|
}, |
|
{ |
|
"epoch": 43.45, |
|
"learning_rate": 7.272727272727272e-06, |
|
"loss": 0.0515, |
|
"step": 478 |
|
}, |
|
{ |
|
"epoch": 43.55, |
|
"learning_rate": 7.171717171717173e-06, |
|
"loss": 0.0958, |
|
"step": 479 |
|
}, |
|
{ |
|
"epoch": 43.64, |
|
"learning_rate": 7.0707070707070704e-06, |
|
"loss": 0.104, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 43.73, |
|
"learning_rate": 6.969696969696971e-06, |
|
"loss": 0.0882, |
|
"step": 481 |
|
}, |
|
{ |
|
"epoch": 43.82, |
|
"learning_rate": 6.8686868686868685e-06, |
|
"loss": 0.0734, |
|
"step": 482 |
|
}, |
|
{ |
|
"epoch": 43.91, |
|
"learning_rate": 6.767676767676769e-06, |
|
"loss": 0.0448, |
|
"step": 483 |
|
}, |
|
{ |
|
"epoch": 44.0, |
|
"learning_rate": 6.666666666666667e-06, |
|
"loss": 0.0853, |
|
"step": 484 |
|
}, |
|
{ |
|
"epoch": 44.0, |
|
"eval_accuracy": 0.9305555555555556, |
|
"eval_loss": 0.2266363501548767, |
|
"eval_runtime": 1.5654, |
|
"eval_samples_per_second": 183.973, |
|
"eval_steps_per_second": 3.194, |
|
"step": 484 |
|
}, |
|
{ |
|
"epoch": 44.09, |
|
"learning_rate": 6.565656565656567e-06, |
|
"loss": 0.0558, |
|
"step": 485 |
|
}, |
|
{ |
|
"epoch": 44.18, |
|
"learning_rate": 6.464646464646465e-06, |
|
"loss": 0.0655, |
|
"step": 486 |
|
}, |
|
{ |
|
"epoch": 44.27, |
|
"learning_rate": 6.363636363636363e-06, |
|
"loss": 0.0781, |
|
"step": 487 |
|
}, |
|
{ |
|
"epoch": 44.36, |
|
"learning_rate": 6.262626262626263e-06, |
|
"loss": 0.0626, |
|
"step": 488 |
|
}, |
|
{ |
|
"epoch": 44.45, |
|
"learning_rate": 6.161616161616162e-06, |
|
"loss": 0.0671, |
|
"step": 489 |
|
}, |
|
{ |
|
"epoch": 44.55, |
|
"learning_rate": 6.060606060606061e-06, |
|
"loss": 0.0565, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 44.64, |
|
"learning_rate": 5.9595959595959605e-06, |
|
"loss": 0.0517, |
|
"step": 491 |
|
}, |
|
{ |
|
"epoch": 44.73, |
|
"learning_rate": 5.858585858585859e-06, |
|
"loss": 0.0785, |
|
"step": 492 |
|
}, |
|
{ |
|
"epoch": 44.82, |
|
"learning_rate": 5.7575757575757586e-06, |
|
"loss": 0.0558, |
|
"step": 493 |
|
}, |
|
{ |
|
"epoch": 44.91, |
|
"learning_rate": 5.656565656565657e-06, |
|
"loss": 0.0655, |
|
"step": 494 |
|
}, |
|
{ |
|
"epoch": 45.0, |
|
"learning_rate": 5.555555555555556e-06, |
|
"loss": 0.0868, |
|
"step": 495 |
|
}, |
|
{ |
|
"epoch": 45.0, |
|
"eval_accuracy": 0.9236111111111112, |
|
"eval_loss": 0.22659315168857574, |
|
"eval_runtime": 1.5757, |
|
"eval_samples_per_second": 182.772, |
|
"eval_steps_per_second": 3.173, |
|
"step": 495 |
|
}, |
|
{ |
|
"epoch": 45.09, |
|
"learning_rate": 5.4545454545454545e-06, |
|
"loss": 0.0681, |
|
"step": 496 |
|
}, |
|
{ |
|
"epoch": 45.18, |
|
"learning_rate": 5.353535353535354e-06, |
|
"loss": 0.0541, |
|
"step": 497 |
|
}, |
|
{ |
|
"epoch": 45.27, |
|
"learning_rate": 5.2525252525252526e-06, |
|
"loss": 0.0695, |
|
"step": 498 |
|
}, |
|
{ |
|
"epoch": 45.36, |
|
"learning_rate": 5.151515151515152e-06, |
|
"loss": 0.0344, |
|
"step": 499 |
|
}, |
|
{ |
|
"epoch": 45.45, |
|
"learning_rate": 5.050505050505051e-06, |
|
"loss": 0.0554, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 45.55, |
|
"learning_rate": 4.949494949494949e-06, |
|
"loss": 0.0691, |
|
"step": 501 |
|
}, |
|
{ |
|
"epoch": 45.64, |
|
"learning_rate": 4.848484848484849e-06, |
|
"loss": 0.0715, |
|
"step": 502 |
|
}, |
|
{ |
|
"epoch": 45.73, |
|
"learning_rate": 4.747474747474747e-06, |
|
"loss": 0.0519, |
|
"step": 503 |
|
}, |
|
{ |
|
"epoch": 45.82, |
|
"learning_rate": 4.646464646464647e-06, |
|
"loss": 0.0658, |
|
"step": 504 |
|
}, |
|
{ |
|
"epoch": 45.91, |
|
"learning_rate": 4.5454545454545455e-06, |
|
"loss": 0.088, |
|
"step": 505 |
|
}, |
|
{ |
|
"epoch": 46.0, |
|
"learning_rate": 4.444444444444445e-06, |
|
"loss": 0.0554, |
|
"step": 506 |
|
}, |
|
{ |
|
"epoch": 46.0, |
|
"eval_accuracy": 0.9270833333333334, |
|
"eval_loss": 0.2163047045469284, |
|
"eval_runtime": 1.5704, |
|
"eval_samples_per_second": 183.395, |
|
"eval_steps_per_second": 3.184, |
|
"step": 506 |
|
}, |
|
{ |
|
"epoch": 46.09, |
|
"learning_rate": 4.343434343434344e-06, |
|
"loss": 0.0632, |
|
"step": 507 |
|
}, |
|
{ |
|
"epoch": 46.18, |
|
"learning_rate": 4.242424242424243e-06, |
|
"loss": 0.0838, |
|
"step": 508 |
|
}, |
|
{ |
|
"epoch": 46.27, |
|
"learning_rate": 4.141414141414142e-06, |
|
"loss": 0.0752, |
|
"step": 509 |
|
}, |
|
{ |
|
"epoch": 46.36, |
|
"learning_rate": 4.040404040404041e-06, |
|
"loss": 0.0767, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 46.45, |
|
"learning_rate": 3.939393939393939e-06, |
|
"loss": 0.0855, |
|
"step": 511 |
|
}, |
|
{ |
|
"epoch": 46.55, |
|
"learning_rate": 3.8383838383838385e-06, |
|
"loss": 0.0392, |
|
"step": 512 |
|
}, |
|
{ |
|
"epoch": 46.64, |
|
"learning_rate": 3.7373737373737375e-06, |
|
"loss": 0.0681, |
|
"step": 513 |
|
}, |
|
{ |
|
"epoch": 46.73, |
|
"learning_rate": 3.636363636363636e-06, |
|
"loss": 0.0551, |
|
"step": 514 |
|
}, |
|
{ |
|
"epoch": 46.82, |
|
"learning_rate": 3.5353535353535352e-06, |
|
"loss": 0.0516, |
|
"step": 515 |
|
}, |
|
{ |
|
"epoch": 46.91, |
|
"learning_rate": 3.4343434343434343e-06, |
|
"loss": 0.0778, |
|
"step": 516 |
|
}, |
|
{ |
|
"epoch": 47.0, |
|
"learning_rate": 3.3333333333333333e-06, |
|
"loss": 0.0508, |
|
"step": 517 |
|
}, |
|
{ |
|
"epoch": 47.0, |
|
"eval_accuracy": 0.9305555555555556, |
|
"eval_loss": 0.21035218238830566, |
|
"eval_runtime": 1.5655, |
|
"eval_samples_per_second": 183.961, |
|
"eval_steps_per_second": 3.194, |
|
"step": 517 |
|
}, |
|
{ |
|
"epoch": 47.09, |
|
"learning_rate": 3.2323232323232324e-06, |
|
"loss": 0.041, |
|
"step": 518 |
|
}, |
|
{ |
|
"epoch": 47.18, |
|
"learning_rate": 3.1313131313131314e-06, |
|
"loss": 0.041, |
|
"step": 519 |
|
}, |
|
{ |
|
"epoch": 47.27, |
|
"learning_rate": 3.0303030303030305e-06, |
|
"loss": 0.0813, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 47.36, |
|
"learning_rate": 2.9292929292929295e-06, |
|
"loss": 0.0567, |
|
"step": 521 |
|
}, |
|
{ |
|
"epoch": 47.45, |
|
"learning_rate": 2.8282828282828286e-06, |
|
"loss": 0.055, |
|
"step": 522 |
|
}, |
|
{ |
|
"epoch": 47.55, |
|
"learning_rate": 2.7272727272727272e-06, |
|
"loss": 0.0505, |
|
"step": 523 |
|
}, |
|
{ |
|
"epoch": 47.64, |
|
"learning_rate": 2.6262626262626263e-06, |
|
"loss": 0.0239, |
|
"step": 524 |
|
}, |
|
{ |
|
"epoch": 47.73, |
|
"learning_rate": 2.5252525252525253e-06, |
|
"loss": 0.0441, |
|
"step": 525 |
|
}, |
|
{ |
|
"epoch": 47.82, |
|
"learning_rate": 2.4242424242424244e-06, |
|
"loss": 0.0567, |
|
"step": 526 |
|
}, |
|
{ |
|
"epoch": 47.91, |
|
"learning_rate": 2.3232323232323234e-06, |
|
"loss": 0.0711, |
|
"step": 527 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"learning_rate": 2.2222222222222225e-06, |
|
"loss": 0.0589, |
|
"step": 528 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"eval_accuracy": 0.9270833333333334, |
|
"eval_loss": 0.21717707812786102, |
|
"eval_runtime": 1.5625, |
|
"eval_samples_per_second": 184.318, |
|
"eval_steps_per_second": 3.2, |
|
"step": 528 |
|
}, |
|
{ |
|
"epoch": 48.09, |
|
"learning_rate": 2.1212121212121216e-06, |
|
"loss": 0.0363, |
|
"step": 529 |
|
}, |
|
{ |
|
"epoch": 48.18, |
|
"learning_rate": 2.0202020202020206e-06, |
|
"loss": 0.0767, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 48.27, |
|
"learning_rate": 1.9191919191919192e-06, |
|
"loss": 0.0835, |
|
"step": 531 |
|
}, |
|
{ |
|
"epoch": 48.36, |
|
"learning_rate": 1.818181818181818e-06, |
|
"loss": 0.0769, |
|
"step": 532 |
|
}, |
|
{ |
|
"epoch": 48.45, |
|
"learning_rate": 1.7171717171717171e-06, |
|
"loss": 0.0373, |
|
"step": 533 |
|
}, |
|
{ |
|
"epoch": 48.55, |
|
"learning_rate": 1.6161616161616162e-06, |
|
"loss": 0.0473, |
|
"step": 534 |
|
}, |
|
{ |
|
"epoch": 48.64, |
|
"learning_rate": 1.5151515151515152e-06, |
|
"loss": 0.0439, |
|
"step": 535 |
|
}, |
|
{ |
|
"epoch": 48.73, |
|
"learning_rate": 1.4141414141414143e-06, |
|
"loss": 0.0615, |
|
"step": 536 |
|
}, |
|
{ |
|
"epoch": 48.82, |
|
"learning_rate": 1.3131313131313131e-06, |
|
"loss": 0.0554, |
|
"step": 537 |
|
}, |
|
{ |
|
"epoch": 48.91, |
|
"learning_rate": 1.2121212121212122e-06, |
|
"loss": 0.0669, |
|
"step": 538 |
|
}, |
|
{ |
|
"epoch": 49.0, |
|
"learning_rate": 1.1111111111111112e-06, |
|
"loss": 0.0369, |
|
"step": 539 |
|
}, |
|
{ |
|
"epoch": 49.0, |
|
"eval_accuracy": 0.9270833333333334, |
|
"eval_loss": 0.22139286994934082, |
|
"eval_runtime": 1.5665, |
|
"eval_samples_per_second": 183.854, |
|
"eval_steps_per_second": 3.192, |
|
"step": 539 |
|
}, |
|
{ |
|
"epoch": 49.09, |
|
"learning_rate": 1.0101010101010103e-06, |
|
"loss": 0.043, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 49.18, |
|
"learning_rate": 9.09090909090909e-07, |
|
"loss": 0.0441, |
|
"step": 541 |
|
}, |
|
{ |
|
"epoch": 49.27, |
|
"learning_rate": 8.080808080808081e-07, |
|
"loss": 0.0507, |
|
"step": 542 |
|
}, |
|
{ |
|
"epoch": 49.36, |
|
"learning_rate": 7.070707070707071e-07, |
|
"loss": 0.0612, |
|
"step": 543 |
|
}, |
|
{ |
|
"epoch": 49.45, |
|
"learning_rate": 6.060606060606061e-07, |
|
"loss": 0.0719, |
|
"step": 544 |
|
}, |
|
{ |
|
"epoch": 49.55, |
|
"learning_rate": 5.050505050505052e-07, |
|
"loss": 0.0757, |
|
"step": 545 |
|
}, |
|
{ |
|
"epoch": 49.64, |
|
"learning_rate": 4.0404040404040405e-07, |
|
"loss": 0.0473, |
|
"step": 546 |
|
}, |
|
{ |
|
"epoch": 49.73, |
|
"learning_rate": 3.0303030303030305e-07, |
|
"loss": 0.0859, |
|
"step": 547 |
|
}, |
|
{ |
|
"epoch": 49.82, |
|
"learning_rate": 2.0202020202020202e-07, |
|
"loss": 0.0462, |
|
"step": 548 |
|
}, |
|
{ |
|
"epoch": 49.91, |
|
"learning_rate": 1.0101010101010101e-07, |
|
"loss": 0.0517, |
|
"step": 549 |
|
}, |
|
{ |
|
"epoch": 50.0, |
|
"learning_rate": 0.0, |
|
"loss": 0.0852, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 50.0, |
|
"eval_accuracy": 0.9270833333333334, |
|
"eval_loss": 0.22411441802978516, |
|
"eval_runtime": 1.5744, |
|
"eval_samples_per_second": 182.932, |
|
"eval_steps_per_second": 3.176, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 50.0, |
|
"step": 550, |
|
"total_flos": 1.0035482482400256e+19, |
|
"train_loss": 0.24394690781493078, |
|
"train_runtime": 2413.5397, |
|
"train_samples_per_second": 53.656, |
|
"train_steps_per_second": 0.228 |
|
} |
|
], |
|
"max_steps": 550, |
|
"num_train_epochs": 50, |
|
"total_flos": 1.0035482482400256e+19, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|