ArduinoProg / pattern_generator /trainer_state.json
imamnurby's picture
add pattern generator
6d2a5a6
raw
history blame
32.9 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 99.9976976208749,
"global_step": 32500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 1.6250000000000002e-05,
"loss": 1.0806,
"step": 325
},
{
"epoch": 1.0,
"eval_loss": 0.7577828168869019,
"eval_runtime": 1.6267,
"eval_samples_per_second": 307.365,
"eval_steps_per_second": 38.728,
"step": 325
},
{
"epoch": 2.0,
"learning_rate": 3.2500000000000004e-05,
"loss": 0.8255,
"step": 650
},
{
"epoch": 2.0,
"eval_loss": 0.556172788143158,
"eval_runtime": 1.6277,
"eval_samples_per_second": 307.186,
"eval_steps_per_second": 38.705,
"step": 650
},
{
"epoch": 3.0,
"learning_rate": 4.875e-05,
"loss": 0.6001,
"step": 975
},
{
"epoch": 3.0,
"eval_loss": 0.421012818813324,
"eval_runtime": 1.6279,
"eval_samples_per_second": 307.149,
"eval_steps_per_second": 38.701,
"step": 975
},
{
"epoch": 4.0,
"learning_rate": 4.9523809523809525e-05,
"loss": 0.4523,
"step": 1300
},
{
"epoch": 4.0,
"eval_loss": 0.3349049389362335,
"eval_runtime": 1.6071,
"eval_samples_per_second": 311.117,
"eval_steps_per_second": 39.201,
"step": 1300
},
{
"epoch": 5.0,
"learning_rate": 4.900793650793651e-05,
"loss": 0.3601,
"step": 1625
},
{
"epoch": 5.0,
"eval_loss": 0.29192015528678894,
"eval_runtime": 1.6111,
"eval_samples_per_second": 310.348,
"eval_steps_per_second": 39.104,
"step": 1625
},
{
"epoch": 6.0,
"learning_rate": 4.84920634920635e-05,
"loss": 0.3035,
"step": 1950
},
{
"epoch": 6.0,
"eval_loss": 0.25816571712493896,
"eval_runtime": 1.6209,
"eval_samples_per_second": 308.476,
"eval_steps_per_second": 38.868,
"step": 1950
},
{
"epoch": 7.0,
"learning_rate": 4.797619047619048e-05,
"loss": 0.2648,
"step": 2275
},
{
"epoch": 7.0,
"eval_loss": 0.239731565117836,
"eval_runtime": 1.6133,
"eval_samples_per_second": 309.927,
"eval_steps_per_second": 39.051,
"step": 2275
},
{
"epoch": 8.0,
"learning_rate": 4.746031746031746e-05,
"loss": 0.2367,
"step": 2600
},
{
"epoch": 8.0,
"eval_loss": 0.22367145121097565,
"eval_runtime": 1.6208,
"eval_samples_per_second": 308.483,
"eval_steps_per_second": 38.869,
"step": 2600
},
{
"epoch": 9.0,
"learning_rate": 4.6944444444444446e-05,
"loss": 0.216,
"step": 2925
},
{
"epoch": 9.0,
"eval_loss": 0.21722149848937988,
"eval_runtime": 1.6243,
"eval_samples_per_second": 307.822,
"eval_steps_per_second": 38.786,
"step": 2925
},
{
"epoch": 10.0,
"learning_rate": 4.642857142857143e-05,
"loss": 0.199,
"step": 3250
},
{
"epoch": 10.0,
"eval_loss": 0.21139533817768097,
"eval_runtime": 1.624,
"eval_samples_per_second": 307.888,
"eval_steps_per_second": 38.794,
"step": 3250
},
{
"epoch": 11.0,
"learning_rate": 4.591269841269841e-05,
"loss": 0.1856,
"step": 3575
},
{
"epoch": 11.0,
"eval_loss": 0.21221421658992767,
"eval_runtime": 1.6173,
"eval_samples_per_second": 309.16,
"eval_steps_per_second": 38.954,
"step": 3575
},
{
"epoch": 12.0,
"learning_rate": 4.5396825396825395e-05,
"loss": 0.1751,
"step": 3900
},
{
"epoch": 12.0,
"eval_loss": 0.20572426915168762,
"eval_runtime": 1.6208,
"eval_samples_per_second": 308.486,
"eval_steps_per_second": 38.869,
"step": 3900
},
{
"epoch": 13.0,
"learning_rate": 4.4880952380952385e-05,
"loss": 0.1667,
"step": 4225
},
{
"epoch": 13.0,
"eval_loss": 0.20298737287521362,
"eval_runtime": 1.6143,
"eval_samples_per_second": 309.733,
"eval_steps_per_second": 39.026,
"step": 4225
},
{
"epoch": 14.0,
"learning_rate": 4.436507936507937e-05,
"loss": 0.1592,
"step": 4550
},
{
"epoch": 14.0,
"eval_loss": 0.20216256380081177,
"eval_runtime": 1.6176,
"eval_samples_per_second": 309.097,
"eval_steps_per_second": 38.946,
"step": 4550
},
{
"epoch": 15.0,
"learning_rate": 4.384920634920635e-05,
"loss": 0.1528,
"step": 4875
},
{
"epoch": 15.0,
"eval_loss": 0.19866463541984558,
"eval_runtime": 1.5537,
"eval_samples_per_second": 321.813,
"eval_steps_per_second": 40.548,
"step": 4875
},
{
"epoch": 16.0,
"learning_rate": 4.3333333333333334e-05,
"loss": 0.1475,
"step": 5200
},
{
"epoch": 16.0,
"eval_loss": 0.194817915558815,
"eval_runtime": 1.6315,
"eval_samples_per_second": 306.466,
"eval_steps_per_second": 38.615,
"step": 5200
},
{
"epoch": 17.0,
"learning_rate": 4.282063492063492e-05,
"loss": 0.1435,
"step": 5525
},
{
"epoch": 17.0,
"eval_loss": 0.20059792697429657,
"eval_runtime": 1.6283,
"eval_samples_per_second": 307.061,
"eval_steps_per_second": 38.69,
"step": 5525
},
{
"epoch": 18.0,
"learning_rate": 4.230476190476191e-05,
"loss": 0.1394,
"step": 5850
},
{
"epoch": 18.0,
"eval_loss": 0.19283074140548706,
"eval_runtime": 1.6289,
"eval_samples_per_second": 306.96,
"eval_steps_per_second": 38.677,
"step": 5850
},
{
"epoch": 19.0,
"learning_rate": 4.178888888888889e-05,
"loss": 0.1353,
"step": 6175
},
{
"epoch": 19.0,
"eval_loss": 0.19786441326141357,
"eval_runtime": 1.6304,
"eval_samples_per_second": 306.678,
"eval_steps_per_second": 38.641,
"step": 6175
},
{
"epoch": 20.0,
"learning_rate": 4.1273015873015876e-05,
"loss": 0.132,
"step": 6500
},
{
"epoch": 20.0,
"eval_loss": 0.1935906708240509,
"eval_runtime": 1.6121,
"eval_samples_per_second": 310.148,
"eval_steps_per_second": 39.079,
"step": 6500
},
{
"epoch": 21.0,
"learning_rate": 4.075714285714286e-05,
"loss": 0.1286,
"step": 6825
},
{
"epoch": 21.0,
"eval_loss": 0.19877703487873077,
"eval_runtime": 1.616,
"eval_samples_per_second": 309.413,
"eval_steps_per_second": 38.986,
"step": 6825
},
{
"epoch": 22.0,
"learning_rate": 4.024126984126984e-05,
"loss": 0.126,
"step": 7150
},
{
"epoch": 22.0,
"eval_loss": 0.19710922241210938,
"eval_runtime": 1.6082,
"eval_samples_per_second": 310.904,
"eval_steps_per_second": 39.174,
"step": 7150
},
{
"epoch": 23.0,
"learning_rate": 3.9725396825396825e-05,
"loss": 0.1235,
"step": 7475
},
{
"epoch": 23.0,
"eval_loss": 0.19361434876918793,
"eval_runtime": 1.6189,
"eval_samples_per_second": 308.861,
"eval_steps_per_second": 38.916,
"step": 7475
},
{
"epoch": 24.0,
"learning_rate": 3.921111111111112e-05,
"loss": 0.1222,
"step": 7800
},
{
"epoch": 24.0,
"eval_loss": 0.19744054973125458,
"eval_runtime": 1.6204,
"eval_samples_per_second": 308.557,
"eval_steps_per_second": 38.878,
"step": 7800
},
{
"epoch": 25.0,
"learning_rate": 3.869523809523809e-05,
"loss": 0.1197,
"step": 8125
},
{
"epoch": 25.0,
"eval_loss": 0.1937996745109558,
"eval_runtime": 1.6179,
"eval_samples_per_second": 309.05,
"eval_steps_per_second": 38.94,
"step": 8125
},
{
"epoch": 26.0,
"learning_rate": 3.817936507936508e-05,
"loss": 0.1178,
"step": 8450
},
{
"epoch": 26.0,
"eval_loss": 0.195204496383667,
"eval_runtime": 1.6285,
"eval_samples_per_second": 307.033,
"eval_steps_per_second": 38.686,
"step": 8450
},
{
"epoch": 27.0,
"learning_rate": 3.7663492063492066e-05,
"loss": 0.1158,
"step": 8775
},
{
"epoch": 27.0,
"eval_loss": 0.1947883665561676,
"eval_runtime": 1.631,
"eval_samples_per_second": 306.561,
"eval_steps_per_second": 38.627,
"step": 8775
},
{
"epoch": 28.0,
"learning_rate": 3.714761904761905e-05,
"loss": 0.1146,
"step": 9100
},
{
"epoch": 28.0,
"eval_loss": 0.19417957961559296,
"eval_runtime": 1.6321,
"eval_samples_per_second": 306.362,
"eval_steps_per_second": 38.602,
"step": 9100
},
{
"epoch": 29.0,
"learning_rate": 3.663174603174603e-05,
"loss": 0.1126,
"step": 9425
},
{
"epoch": 29.0,
"eval_loss": 0.19478720426559448,
"eval_runtime": 1.6326,
"eval_samples_per_second": 306.262,
"eval_steps_per_second": 38.589,
"step": 9425
},
{
"epoch": 30.0,
"learning_rate": 3.611587301587302e-05,
"loss": 0.1113,
"step": 9750
},
{
"epoch": 30.0,
"eval_loss": 0.1987549215555191,
"eval_runtime": 1.6326,
"eval_samples_per_second": 306.255,
"eval_steps_per_second": 38.588,
"step": 9750
},
{
"epoch": 31.0,
"learning_rate": 3.56e-05,
"loss": 0.1103,
"step": 10075
},
{
"epoch": 31.0,
"eval_loss": 0.19776514172554016,
"eval_runtime": 1.6335,
"eval_samples_per_second": 306.099,
"eval_steps_per_second": 38.568,
"step": 10075
},
{
"epoch": 32.0,
"learning_rate": 3.508412698412699e-05,
"loss": 0.1091,
"step": 10400
},
{
"epoch": 32.0,
"eval_loss": 0.19811394810676575,
"eval_runtime": 1.6237,
"eval_samples_per_second": 307.933,
"eval_steps_per_second": 38.8,
"step": 10400
},
{
"epoch": 33.0,
"learning_rate": 3.456825396825397e-05,
"loss": 0.108,
"step": 10725
},
{
"epoch": 33.0,
"eval_loss": 0.1984662413597107,
"eval_runtime": 1.6185,
"eval_samples_per_second": 308.924,
"eval_steps_per_second": 38.924,
"step": 10725
},
{
"epoch": 34.0,
"learning_rate": 3.4052380952380954e-05,
"loss": 0.1071,
"step": 11050
},
{
"epoch": 34.0,
"eval_loss": 0.19538824260234833,
"eval_runtime": 1.6308,
"eval_samples_per_second": 306.593,
"eval_steps_per_second": 38.631,
"step": 11050
},
{
"epoch": 35.0,
"learning_rate": 3.353650793650794e-05,
"loss": 0.1058,
"step": 11375
},
{
"epoch": 35.0,
"eval_loss": 0.19716860353946686,
"eval_runtime": 1.6308,
"eval_samples_per_second": 306.593,
"eval_steps_per_second": 38.631,
"step": 11375
},
{
"epoch": 36.0,
"learning_rate": 3.3020634920634926e-05,
"loss": 0.1046,
"step": 11700
},
{
"epoch": 36.0,
"eval_loss": 0.19588053226470947,
"eval_runtime": 1.6331,
"eval_samples_per_second": 306.174,
"eval_steps_per_second": 38.578,
"step": 11700
},
{
"epoch": 37.0,
"learning_rate": 3.25047619047619e-05,
"loss": 0.1039,
"step": 12025
},
{
"epoch": 37.0,
"eval_loss": 0.19945307075977325,
"eval_runtime": 1.6342,
"eval_samples_per_second": 305.961,
"eval_steps_per_second": 38.551,
"step": 12025
},
{
"epoch": 38.0,
"learning_rate": 3.198888888888889e-05,
"loss": 0.1033,
"step": 12350
},
{
"epoch": 38.0,
"eval_loss": 0.19728580117225647,
"eval_runtime": 1.6182,
"eval_samples_per_second": 308.98,
"eval_steps_per_second": 38.931,
"step": 12350
},
{
"epoch": 39.0,
"learning_rate": 3.1473015873015875e-05,
"loss": 0.1021,
"step": 12675
},
{
"epoch": 39.0,
"eval_loss": 0.19883698225021362,
"eval_runtime": 1.6098,
"eval_samples_per_second": 310.588,
"eval_steps_per_second": 39.134,
"step": 12675
},
{
"epoch": 40.0,
"learning_rate": 3.095714285714286e-05,
"loss": 0.1014,
"step": 13000
},
{
"epoch": 40.0,
"eval_loss": 0.19719742238521576,
"eval_runtime": 1.6198,
"eval_samples_per_second": 308.678,
"eval_steps_per_second": 38.893,
"step": 13000
},
{
"epoch": 41.0,
"learning_rate": 3.044126984126984e-05,
"loss": 0.101,
"step": 13325
},
{
"epoch": 41.0,
"eval_loss": 0.1962202489376068,
"eval_runtime": 1.6168,
"eval_samples_per_second": 309.257,
"eval_steps_per_second": 38.966,
"step": 13325
},
{
"epoch": 42.0,
"learning_rate": 2.9925396825396828e-05,
"loss": 0.1001,
"step": 13650
},
{
"epoch": 42.0,
"eval_loss": 0.19871322810649872,
"eval_runtime": 1.6213,
"eval_samples_per_second": 308.398,
"eval_steps_per_second": 38.858,
"step": 13650
},
{
"epoch": 43.0,
"learning_rate": 2.9409523809523807e-05,
"loss": 0.0993,
"step": 13975
},
{
"epoch": 43.0,
"eval_loss": 0.20118726789951324,
"eval_runtime": 1.6162,
"eval_samples_per_second": 309.364,
"eval_steps_per_second": 38.98,
"step": 13975
},
{
"epoch": 44.0,
"learning_rate": 2.8893650793650794e-05,
"loss": 0.0989,
"step": 14300
},
{
"epoch": 44.0,
"eval_loss": 0.20416098833084106,
"eval_runtime": 1.615,
"eval_samples_per_second": 309.592,
"eval_steps_per_second": 39.009,
"step": 14300
},
{
"epoch": 45.0,
"learning_rate": 2.837777777777778e-05,
"loss": 0.0981,
"step": 14625
},
{
"epoch": 45.0,
"eval_loss": 0.20017844438552856,
"eval_runtime": 1.6211,
"eval_samples_per_second": 308.434,
"eval_steps_per_second": 38.863,
"step": 14625
},
{
"epoch": 46.0,
"learning_rate": 2.786190476190476e-05,
"loss": 0.0977,
"step": 14950
},
{
"epoch": 46.0,
"eval_loss": 0.1984575241804123,
"eval_runtime": 1.6178,
"eval_samples_per_second": 309.053,
"eval_steps_per_second": 38.941,
"step": 14950
},
{
"epoch": 47.0,
"learning_rate": 2.7346031746031746e-05,
"loss": 0.0972,
"step": 15275
},
{
"epoch": 47.0,
"eval_loss": 0.1984962373971939,
"eval_runtime": 1.6179,
"eval_samples_per_second": 309.052,
"eval_steps_per_second": 38.941,
"step": 15275
},
{
"epoch": 48.0,
"learning_rate": 2.6830158730158732e-05,
"loss": 0.0967,
"step": 15600
},
{
"epoch": 48.0,
"eval_loss": 0.20049268007278442,
"eval_runtime": 1.6168,
"eval_samples_per_second": 309.261,
"eval_steps_per_second": 38.967,
"step": 15600
},
{
"epoch": 49.0,
"learning_rate": 2.6315873015873017e-05,
"loss": 0.0961,
"step": 15925
},
{
"epoch": 49.0,
"eval_loss": 0.20437875390052795,
"eval_runtime": 1.6219,
"eval_samples_per_second": 308.282,
"eval_steps_per_second": 38.843,
"step": 15925
},
{
"epoch": 50.0,
"learning_rate": 2.58e-05,
"loss": 0.0954,
"step": 16250
},
{
"epoch": 50.0,
"eval_loss": 0.20537793636322021,
"eval_runtime": 1.615,
"eval_samples_per_second": 309.596,
"eval_steps_per_second": 39.009,
"step": 16250
},
{
"epoch": 51.0,
"learning_rate": 2.5284126984126987e-05,
"loss": 0.095,
"step": 16575
},
{
"epoch": 51.0,
"eval_loss": 0.20233562588691711,
"eval_runtime": 1.6189,
"eval_samples_per_second": 308.861,
"eval_steps_per_second": 38.916,
"step": 16575
},
{
"epoch": 52.0,
"learning_rate": 2.476825396825397e-05,
"loss": 0.0946,
"step": 16900
},
{
"epoch": 52.0,
"eval_loss": 0.2065245360136032,
"eval_runtime": 1.6223,
"eval_samples_per_second": 308.199,
"eval_steps_per_second": 38.833,
"step": 16900
},
{
"epoch": 53.0,
"learning_rate": 2.4253968253968255e-05,
"loss": 0.0943,
"step": 17225
},
{
"epoch": 53.0,
"eval_loss": 0.2037389576435089,
"eval_runtime": 1.6223,
"eval_samples_per_second": 308.208,
"eval_steps_per_second": 38.834,
"step": 17225
},
{
"epoch": 54.0,
"learning_rate": 2.373809523809524e-05,
"loss": 0.0938,
"step": 17550
},
{
"epoch": 54.0,
"eval_loss": 0.20668557286262512,
"eval_runtime": 1.6254,
"eval_samples_per_second": 307.609,
"eval_steps_per_second": 38.759,
"step": 17550
},
{
"epoch": 55.0,
"learning_rate": 2.3222222222222224e-05,
"loss": 0.0935,
"step": 17875
},
{
"epoch": 55.0,
"eval_loss": 0.2060803920030594,
"eval_runtime": 1.6215,
"eval_samples_per_second": 308.359,
"eval_steps_per_second": 38.853,
"step": 17875
},
{
"epoch": 56.0,
"learning_rate": 2.2706349206349207e-05,
"loss": 0.0932,
"step": 18200
},
{
"epoch": 56.0,
"eval_loss": 0.20473302900791168,
"eval_runtime": 1.6144,
"eval_samples_per_second": 309.707,
"eval_steps_per_second": 39.023,
"step": 18200
},
{
"epoch": 57.0,
"learning_rate": 2.2192063492063492e-05,
"loss": 0.093,
"step": 18525
},
{
"epoch": 57.0,
"eval_loss": 0.2071973830461502,
"eval_runtime": 1.657,
"eval_samples_per_second": 301.749,
"eval_steps_per_second": 38.02,
"step": 18525
},
{
"epoch": 58.0,
"learning_rate": 2.1676190476190478e-05,
"loss": 0.0923,
"step": 18850
},
{
"epoch": 58.0,
"eval_loss": 0.20672236382961273,
"eval_runtime": 1.619,
"eval_samples_per_second": 308.841,
"eval_steps_per_second": 38.914,
"step": 18850
},
{
"epoch": 59.0,
"learning_rate": 2.116031746031746e-05,
"loss": 0.092,
"step": 19175
},
{
"epoch": 59.0,
"eval_loss": 0.20423702895641327,
"eval_runtime": 1.6318,
"eval_samples_per_second": 306.408,
"eval_steps_per_second": 38.607,
"step": 19175
},
{
"epoch": 60.0,
"learning_rate": 2.0644444444444447e-05,
"loss": 0.0916,
"step": 19500
},
{
"epoch": 60.0,
"eval_loss": 0.20601221919059753,
"eval_runtime": 1.6198,
"eval_samples_per_second": 308.675,
"eval_steps_per_second": 38.893,
"step": 19500
},
{
"epoch": 61.0,
"learning_rate": 2.012857142857143e-05,
"loss": 0.0913,
"step": 19825
},
{
"epoch": 61.0,
"eval_loss": 0.20910584926605225,
"eval_runtime": 1.6185,
"eval_samples_per_second": 308.926,
"eval_steps_per_second": 38.925,
"step": 19825
},
{
"epoch": 62.0,
"learning_rate": 1.9612698412698413e-05,
"loss": 0.091,
"step": 20150
},
{
"epoch": 62.0,
"eval_loss": 0.20686961710453033,
"eval_runtime": 1.6312,
"eval_samples_per_second": 306.52,
"eval_steps_per_second": 38.621,
"step": 20150
},
{
"epoch": 63.0,
"learning_rate": 1.90968253968254e-05,
"loss": 0.0907,
"step": 20475
},
{
"epoch": 63.0,
"eval_loss": 0.20606577396392822,
"eval_runtime": 1.6309,
"eval_samples_per_second": 306.575,
"eval_steps_per_second": 38.628,
"step": 20475
},
{
"epoch": 64.0,
"learning_rate": 1.8580952380952383e-05,
"loss": 0.0905,
"step": 20800
},
{
"epoch": 64.0,
"eval_loss": 0.20628054440021515,
"eval_runtime": 1.6321,
"eval_samples_per_second": 306.359,
"eval_steps_per_second": 38.601,
"step": 20800
},
{
"epoch": 65.0,
"learning_rate": 1.8065079365079366e-05,
"loss": 0.09,
"step": 21125
},
{
"epoch": 65.0,
"eval_loss": 0.2085714489221573,
"eval_runtime": 1.615,
"eval_samples_per_second": 309.598,
"eval_steps_per_second": 39.009,
"step": 21125
},
{
"epoch": 66.0,
"learning_rate": 1.7549206349206352e-05,
"loss": 0.0899,
"step": 21450
},
{
"epoch": 66.0,
"eval_loss": 0.20817407965660095,
"eval_runtime": 1.6322,
"eval_samples_per_second": 306.34,
"eval_steps_per_second": 38.599,
"step": 21450
},
{
"epoch": 67.0,
"learning_rate": 1.7033333333333335e-05,
"loss": 0.0897,
"step": 21775
},
{
"epoch": 67.0,
"eval_loss": 0.20880760252475739,
"eval_runtime": 1.6231,
"eval_samples_per_second": 308.059,
"eval_steps_per_second": 38.815,
"step": 21775
},
{
"epoch": 68.0,
"learning_rate": 1.6517460317460318e-05,
"loss": 0.0892,
"step": 22100
},
{
"epoch": 68.0,
"eval_loss": 0.20673272013664246,
"eval_runtime": 1.6194,
"eval_samples_per_second": 308.75,
"eval_steps_per_second": 38.902,
"step": 22100
},
{
"epoch": 69.0,
"learning_rate": 1.6001587301587305e-05,
"loss": 0.0891,
"step": 22425
},
{
"epoch": 69.0,
"eval_loss": 0.20683825016021729,
"eval_runtime": 1.5781,
"eval_samples_per_second": 316.838,
"eval_steps_per_second": 39.922,
"step": 22425
},
{
"epoch": 70.0,
"learning_rate": 1.5485714285714287e-05,
"loss": 0.0888,
"step": 22750
},
{
"epoch": 70.0,
"eval_loss": 0.20834441483020782,
"eval_runtime": 1.6043,
"eval_samples_per_second": 311.654,
"eval_steps_per_second": 39.268,
"step": 22750
},
{
"epoch": 71.0,
"learning_rate": 1.496984126984127e-05,
"loss": 0.0886,
"step": 23075
},
{
"epoch": 71.0,
"eval_loss": 0.20795977115631104,
"eval_runtime": 1.5947,
"eval_samples_per_second": 313.545,
"eval_steps_per_second": 39.507,
"step": 23075
},
{
"epoch": 72.0,
"learning_rate": 1.4453968253968255e-05,
"loss": 0.0884,
"step": 23400
},
{
"epoch": 72.0,
"eval_loss": 0.20644958317279816,
"eval_runtime": 1.6293,
"eval_samples_per_second": 306.871,
"eval_steps_per_second": 38.666,
"step": 23400
},
{
"epoch": 73.0,
"learning_rate": 1.3938095238095238e-05,
"loss": 0.0881,
"step": 23725
},
{
"epoch": 73.0,
"eval_loss": 0.20805425941944122,
"eval_runtime": 1.6284,
"eval_samples_per_second": 307.046,
"eval_steps_per_second": 38.688,
"step": 23725
},
{
"epoch": 74.0,
"learning_rate": 1.3422222222222223e-05,
"loss": 0.0878,
"step": 24050
},
{
"epoch": 74.0,
"eval_loss": 0.20709100365638733,
"eval_runtime": 1.6294,
"eval_samples_per_second": 306.866,
"eval_steps_per_second": 38.665,
"step": 24050
},
{
"epoch": 75.0,
"learning_rate": 1.2906349206349208e-05,
"loss": 0.0875,
"step": 24375
},
{
"epoch": 75.0,
"eval_loss": 0.2094418704509735,
"eval_runtime": 1.6183,
"eval_samples_per_second": 308.957,
"eval_steps_per_second": 38.929,
"step": 24375
},
{
"epoch": 76.0,
"learning_rate": 1.239047619047619e-05,
"loss": 0.0875,
"step": 24700
},
{
"epoch": 76.0,
"eval_loss": 0.2107103168964386,
"eval_runtime": 1.628,
"eval_samples_per_second": 307.132,
"eval_steps_per_second": 38.699,
"step": 24700
},
{
"epoch": 77.0,
"learning_rate": 1.1874603174603175e-05,
"loss": 0.0871,
"step": 25025
},
{
"epoch": 77.0,
"eval_loss": 0.21094562113285065,
"eval_runtime": 1.6329,
"eval_samples_per_second": 306.207,
"eval_steps_per_second": 38.582,
"step": 25025
},
{
"epoch": 78.0,
"learning_rate": 1.1358730158730158e-05,
"loss": 0.087,
"step": 25350
},
{
"epoch": 78.0,
"eval_loss": 0.21239960193634033,
"eval_runtime": 1.6224,
"eval_samples_per_second": 308.182,
"eval_steps_per_second": 38.831,
"step": 25350
},
{
"epoch": 79.0,
"learning_rate": 1.0842857142857143e-05,
"loss": 0.0868,
"step": 25675
},
{
"epoch": 79.0,
"eval_loss": 0.21309518814086914,
"eval_runtime": 1.6334,
"eval_samples_per_second": 306.113,
"eval_steps_per_second": 38.57,
"step": 25675
},
{
"epoch": 80.0,
"learning_rate": 1.0326984126984128e-05,
"loss": 0.0867,
"step": 26000
},
{
"epoch": 80.0,
"eval_loss": 0.21296508610248566,
"eval_runtime": 1.6313,
"eval_samples_per_second": 306.503,
"eval_steps_per_second": 38.619,
"step": 26000
},
{
"epoch": 81.0,
"learning_rate": 9.81111111111111e-06,
"loss": 0.0864,
"step": 26325
},
{
"epoch": 81.0,
"eval_loss": 0.2111913114786148,
"eval_runtime": 1.63,
"eval_samples_per_second": 306.746,
"eval_steps_per_second": 38.65,
"step": 26325
},
{
"epoch": 82.0,
"learning_rate": 9.295238095238095e-06,
"loss": 0.0863,
"step": 26650
},
{
"epoch": 82.0,
"eval_loss": 0.21297475695610046,
"eval_runtime": 1.6157,
"eval_samples_per_second": 309.46,
"eval_steps_per_second": 38.992,
"step": 26650
},
{
"epoch": 83.0,
"learning_rate": 8.780952380952382e-06,
"loss": 0.086,
"step": 26975
},
{
"epoch": 83.0,
"eval_loss": 0.21185711026191711,
"eval_runtime": 1.6153,
"eval_samples_per_second": 309.538,
"eval_steps_per_second": 39.002,
"step": 26975
},
{
"epoch": 84.0,
"learning_rate": 8.265079365079366e-06,
"loss": 0.0858,
"step": 27300
},
{
"epoch": 84.0,
"eval_loss": 0.2126666158437729,
"eval_runtime": 1.6047,
"eval_samples_per_second": 311.576,
"eval_steps_per_second": 39.259,
"step": 27300
},
{
"epoch": 85.0,
"learning_rate": 7.74920634920635e-06,
"loss": 0.0856,
"step": 27625
},
{
"epoch": 85.0,
"eval_loss": 0.21050776541233063,
"eval_runtime": 1.6118,
"eval_samples_per_second": 310.205,
"eval_steps_per_second": 39.086,
"step": 27625
},
{
"epoch": 86.0,
"learning_rate": 7.233333333333333e-06,
"loss": 0.0854,
"step": 27950
},
{
"epoch": 86.0,
"eval_loss": 0.21171194314956665,
"eval_runtime": 1.6187,
"eval_samples_per_second": 308.884,
"eval_steps_per_second": 38.919,
"step": 27950
},
{
"epoch": 87.0,
"learning_rate": 6.717460317460318e-06,
"loss": 0.0853,
"step": 28275
},
{
"epoch": 87.0,
"eval_loss": 0.21184836328029633,
"eval_runtime": 1.6069,
"eval_samples_per_second": 311.153,
"eval_steps_per_second": 39.205,
"step": 28275
},
{
"epoch": 88.0,
"learning_rate": 6.201587301587302e-06,
"loss": 0.085,
"step": 28600
},
{
"epoch": 88.0,
"eval_loss": 0.21248288452625275,
"eval_runtime": 1.6139,
"eval_samples_per_second": 309.805,
"eval_steps_per_second": 39.035,
"step": 28600
},
{
"epoch": 89.0,
"learning_rate": 5.685714285714286e-06,
"loss": 0.0848,
"step": 28925
},
{
"epoch": 89.0,
"eval_loss": 0.21106228232383728,
"eval_runtime": 1.631,
"eval_samples_per_second": 306.568,
"eval_steps_per_second": 38.628,
"step": 28925
},
{
"epoch": 90.0,
"learning_rate": 5.16984126984127e-06,
"loss": 0.0847,
"step": 29250
},
{
"epoch": 90.0,
"eval_loss": 0.21153707802295685,
"eval_runtime": 1.6322,
"eval_samples_per_second": 306.329,
"eval_steps_per_second": 38.598,
"step": 29250
},
{
"epoch": 91.0,
"learning_rate": 4.655555555555556e-06,
"loss": 0.0845,
"step": 29575
},
{
"epoch": 91.0,
"eval_loss": 0.2115468680858612,
"eval_runtime": 1.6278,
"eval_samples_per_second": 307.165,
"eval_steps_per_second": 38.703,
"step": 29575
},
{
"epoch": 92.0,
"learning_rate": 4.13968253968254e-06,
"loss": 0.0844,
"step": 29900
},
{
"epoch": 92.0,
"eval_loss": 0.21205155551433563,
"eval_runtime": 1.6299,
"eval_samples_per_second": 306.762,
"eval_steps_per_second": 38.652,
"step": 29900
},
{
"epoch": 93.0,
"learning_rate": 3.6238095238095236e-06,
"loss": 0.0842,
"step": 30225
},
{
"epoch": 93.0,
"eval_loss": 0.21224457025527954,
"eval_runtime": 1.6302,
"eval_samples_per_second": 306.709,
"eval_steps_per_second": 38.645,
"step": 30225
},
{
"epoch": 94.0,
"learning_rate": 3.107936507936508e-06,
"loss": 0.0839,
"step": 30550
},
{
"epoch": 94.0,
"eval_loss": 0.21223796904087067,
"eval_runtime": 1.6205,
"eval_samples_per_second": 308.552,
"eval_steps_per_second": 38.878,
"step": 30550
},
{
"epoch": 95.0,
"learning_rate": 2.592063492063492e-06,
"loss": 0.0839,
"step": 30875
},
{
"epoch": 95.0,
"eval_loss": 0.2121766060590744,
"eval_runtime": 1.626,
"eval_samples_per_second": 307.496,
"eval_steps_per_second": 38.745,
"step": 30875
},
{
"epoch": 96.0,
"learning_rate": 2.0761904761904764e-06,
"loss": 0.0836,
"step": 31200
},
{
"epoch": 96.0,
"eval_loss": 0.21236176788806915,
"eval_runtime": 1.6277,
"eval_samples_per_second": 307.178,
"eval_steps_per_second": 38.704,
"step": 31200
},
{
"epoch": 97.0,
"learning_rate": 1.561904761904762e-06,
"loss": 0.0836,
"step": 31525
},
{
"epoch": 97.0,
"eval_loss": 0.21288882195949554,
"eval_runtime": 1.6293,
"eval_samples_per_second": 306.882,
"eval_steps_per_second": 38.667,
"step": 31525
},
{
"epoch": 98.0,
"learning_rate": 1.046031746031746e-06,
"loss": 0.0834,
"step": 31850
},
{
"epoch": 98.0,
"eval_loss": 0.21266008913516998,
"eval_runtime": 1.6301,
"eval_samples_per_second": 306.725,
"eval_steps_per_second": 38.647,
"step": 31850
},
{
"epoch": 99.0,
"learning_rate": 5.301587301587302e-07,
"loss": 0.0833,
"step": 32175
},
{
"epoch": 99.0,
"eval_loss": 0.2126527726650238,
"eval_runtime": 1.6305,
"eval_samples_per_second": 306.648,
"eval_steps_per_second": 38.638,
"step": 32175
},
{
"epoch": 100.0,
"learning_rate": 1.4285714285714288e-08,
"loss": 0.0831,
"step": 32500
},
{
"epoch": 100.0,
"eval_loss": 0.21250146627426147,
"eval_runtime": 1.6061,
"eval_samples_per_second": 311.323,
"eval_steps_per_second": 39.227,
"step": 32500
}
],
"max_steps": 32500,
"num_train_epochs": 100,
"total_flos": 3.044459658533238e+17,
"trial_name": null,
"trial_params": null
}