bert_base_24 / trainer_state.json
gokuls's picture
End of training
c624c7d
raw
history blame
No virus
21.9 kB
{
"best_metric": 6.008976459503174,
"best_model_checkpoint": "bert_base_24/checkpoint-80000",
"epoch": 0.6554343017254093,
"global_step": 80001,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 5.000000000000001e-07,
"loss": 9.9822,
"step": 500
},
{
"epoch": 0.01,
"learning_rate": 1.0000000000000002e-06,
"loss": 9.2026,
"step": 1000
},
{
"epoch": 0.01,
"learning_rate": 1.5e-06,
"loss": 8.7769,
"step": 1500
},
{
"epoch": 0.02,
"learning_rate": 2.0000000000000003e-06,
"loss": 8.297,
"step": 2000
},
{
"epoch": 0.02,
"learning_rate": 2.5e-06,
"loss": 7.7815,
"step": 2500
},
{
"epoch": 0.02,
"learning_rate": 3e-06,
"loss": 7.3833,
"step": 3000
},
{
"epoch": 0.03,
"learning_rate": 3.5e-06,
"loss": 7.1337,
"step": 3500
},
{
"epoch": 0.03,
"learning_rate": 4.000000000000001e-06,
"loss": 7.0008,
"step": 4000
},
{
"epoch": 0.04,
"learning_rate": 4.5e-06,
"loss": 6.8954,
"step": 4500
},
{
"epoch": 0.04,
"learning_rate": 5e-06,
"loss": 6.8278,
"step": 5000
},
{
"epoch": 0.05,
"learning_rate": 5.500000000000001e-06,
"loss": 6.763,
"step": 5500
},
{
"epoch": 0.05,
"learning_rate": 6e-06,
"loss": 6.7141,
"step": 6000
},
{
"epoch": 0.05,
"learning_rate": 6.5000000000000004e-06,
"loss": 6.6796,
"step": 6500
},
{
"epoch": 0.06,
"learning_rate": 7e-06,
"loss": 6.6416,
"step": 7000
},
{
"epoch": 0.06,
"learning_rate": 7.500000000000001e-06,
"loss": 6.6118,
"step": 7500
},
{
"epoch": 0.07,
"learning_rate": 8.000000000000001e-06,
"loss": 6.5762,
"step": 8000
},
{
"epoch": 0.07,
"learning_rate": 8.5e-06,
"loss": 6.5481,
"step": 8500
},
{
"epoch": 0.07,
"learning_rate": 9e-06,
"loss": 6.5293,
"step": 9000
},
{
"epoch": 0.08,
"learning_rate": 9.5e-06,
"loss": 6.506,
"step": 9500
},
{
"epoch": 0.08,
"learning_rate": 1e-05,
"loss": 6.4917,
"step": 10000
},
{
"epoch": 0.08,
"eval_accuracy": 0.1406164011008725,
"eval_loss": 6.442233562469482,
"eval_runtime": 2026.7135,
"eval_samples_per_second": 152.146,
"eval_steps_per_second": 3.17,
"step": 10000
},
{
"epoch": 0.09,
"learning_rate": 9.991670692498626e-06,
"loss": 6.4711,
"step": 10500
},
{
"epoch": 0.09,
"learning_rate": 9.983341384997253e-06,
"loss": 6.4602,
"step": 11000
},
{
"epoch": 0.09,
"learning_rate": 9.975012077495878e-06,
"loss": 6.4399,
"step": 11500
},
{
"epoch": 0.1,
"learning_rate": 9.966682769994504e-06,
"loss": 6.428,
"step": 12000
},
{
"epoch": 0.1,
"learning_rate": 9.95835346249313e-06,
"loss": 6.4067,
"step": 12500
},
{
"epoch": 0.11,
"learning_rate": 9.950024154991756e-06,
"loss": 6.3975,
"step": 13000
},
{
"epoch": 0.11,
"learning_rate": 9.941694847490381e-06,
"loss": 6.3889,
"step": 13500
},
{
"epoch": 0.11,
"learning_rate": 9.933365539989006e-06,
"loss": 6.3798,
"step": 14000
},
{
"epoch": 0.12,
"learning_rate": 9.925036232487631e-06,
"loss": 6.363,
"step": 14500
},
{
"epoch": 0.12,
"learning_rate": 9.916706924986258e-06,
"loss": 6.3547,
"step": 15000
},
{
"epoch": 0.13,
"learning_rate": 9.908377617484883e-06,
"loss": 6.3391,
"step": 15500
},
{
"epoch": 0.13,
"learning_rate": 9.90004830998351e-06,
"loss": 6.3392,
"step": 16000
},
{
"epoch": 0.14,
"learning_rate": 9.891719002482134e-06,
"loss": 6.3375,
"step": 16500
},
{
"epoch": 0.14,
"learning_rate": 9.883389694980761e-06,
"loss": 6.319,
"step": 17000
},
{
"epoch": 0.14,
"learning_rate": 9.875060387479386e-06,
"loss": 6.3203,
"step": 17500
},
{
"epoch": 0.15,
"learning_rate": 9.866731079978011e-06,
"loss": 6.3119,
"step": 18000
},
{
"epoch": 0.15,
"learning_rate": 9.858401772476636e-06,
"loss": 6.311,
"step": 18500
},
{
"epoch": 0.16,
"learning_rate": 9.850072464975263e-06,
"loss": 6.296,
"step": 19000
},
{
"epoch": 0.16,
"learning_rate": 9.84174315747389e-06,
"loss": 6.2894,
"step": 19500
},
{
"epoch": 0.16,
"learning_rate": 9.833413849972514e-06,
"loss": 6.2848,
"step": 20000
},
{
"epoch": 0.16,
"eval_accuracy": 0.14784890360476463,
"eval_loss": 6.264363765716553,
"eval_runtime": 2026.7257,
"eval_samples_per_second": 152.145,
"eval_steps_per_second": 3.17,
"step": 20000
},
{
"epoch": 0.17,
"learning_rate": 9.82508454247114e-06,
"loss": 6.279,
"step": 20500
},
{
"epoch": 0.17,
"learning_rate": 9.816755234969766e-06,
"loss": 6.2699,
"step": 21000
},
{
"epoch": 0.18,
"learning_rate": 9.808425927468391e-06,
"loss": 6.2756,
"step": 21500
},
{
"epoch": 0.18,
"learning_rate": 9.800096619967016e-06,
"loss": 6.2597,
"step": 22000
},
{
"epoch": 0.18,
"learning_rate": 9.791767312465643e-06,
"loss": 6.2627,
"step": 22500
},
{
"epoch": 0.19,
"learning_rate": 9.783438004964268e-06,
"loss": 6.2457,
"step": 23000
},
{
"epoch": 0.19,
"learning_rate": 9.775108697462895e-06,
"loss": 6.2424,
"step": 23500
},
{
"epoch": 0.2,
"learning_rate": 9.76677938996152e-06,
"loss": 6.2365,
"step": 24000
},
{
"epoch": 0.2,
"learning_rate": 9.758450082460145e-06,
"loss": 6.2395,
"step": 24500
},
{
"epoch": 0.2,
"learning_rate": 9.750120774958771e-06,
"loss": 6.2347,
"step": 25000
},
{
"epoch": 0.21,
"learning_rate": 9.741791467457396e-06,
"loss": 6.2256,
"step": 25500
},
{
"epoch": 0.21,
"learning_rate": 9.733462159956021e-06,
"loss": 6.2239,
"step": 26000
},
{
"epoch": 0.22,
"learning_rate": 9.725132852454648e-06,
"loss": 6.2282,
"step": 26500
},
{
"epoch": 0.22,
"learning_rate": 9.716803544953275e-06,
"loss": 6.2222,
"step": 27000
},
{
"epoch": 0.23,
"learning_rate": 9.7084742374519e-06,
"loss": 6.213,
"step": 27500
},
{
"epoch": 0.23,
"learning_rate": 9.700144929950525e-06,
"loss": 6.2109,
"step": 28000
},
{
"epoch": 0.23,
"learning_rate": 9.69181562244915e-06,
"loss": 6.2101,
"step": 28500
},
{
"epoch": 0.24,
"learning_rate": 9.683486314947776e-06,
"loss": 6.2061,
"step": 29000
},
{
"epoch": 0.24,
"learning_rate": 9.675157007446401e-06,
"loss": 6.199,
"step": 29500
},
{
"epoch": 0.25,
"learning_rate": 9.666827699945028e-06,
"loss": 6.1988,
"step": 30000
},
{
"epoch": 0.25,
"eval_accuracy": 0.1493027153779554,
"eval_loss": 6.185213088989258,
"eval_runtime": 2025.4966,
"eval_samples_per_second": 152.237,
"eval_steps_per_second": 3.172,
"step": 30000
},
{
"epoch": 0.25,
"learning_rate": 9.658498392443653e-06,
"loss": 6.1916,
"step": 30500
},
{
"epoch": 0.25,
"learning_rate": 9.65016908494228e-06,
"loss": 6.1918,
"step": 31000
},
{
"epoch": 0.26,
"learning_rate": 9.641839777440905e-06,
"loss": 6.1931,
"step": 31500
},
{
"epoch": 0.26,
"learning_rate": 9.63351046993953e-06,
"loss": 6.1847,
"step": 32000
},
{
"epoch": 0.27,
"learning_rate": 9.625181162438155e-06,
"loss": 6.1801,
"step": 32500
},
{
"epoch": 0.27,
"learning_rate": 9.616851854936781e-06,
"loss": 6.178,
"step": 33000
},
{
"epoch": 0.27,
"learning_rate": 9.608522547435406e-06,
"loss": 6.1729,
"step": 33500
},
{
"epoch": 0.28,
"learning_rate": 9.600193239934033e-06,
"loss": 6.1726,
"step": 34000
},
{
"epoch": 0.28,
"learning_rate": 9.591863932432658e-06,
"loss": 6.1659,
"step": 34500
},
{
"epoch": 0.29,
"learning_rate": 9.583534624931285e-06,
"loss": 6.1674,
"step": 35000
},
{
"epoch": 0.29,
"learning_rate": 9.57520531742991e-06,
"loss": 6.1718,
"step": 35500
},
{
"epoch": 0.29,
"learning_rate": 9.566876009928535e-06,
"loss": 6.1651,
"step": 36000
},
{
"epoch": 0.3,
"learning_rate": 9.55854670242716e-06,
"loss": 6.1618,
"step": 36500
},
{
"epoch": 0.3,
"learning_rate": 9.550217394925787e-06,
"loss": 6.1585,
"step": 37000
},
{
"epoch": 0.31,
"learning_rate": 9.541888087424413e-06,
"loss": 6.1559,
"step": 37500
},
{
"epoch": 0.31,
"learning_rate": 9.533558779923038e-06,
"loss": 6.1451,
"step": 38000
},
{
"epoch": 0.32,
"learning_rate": 9.525229472421663e-06,
"loss": 6.1481,
"step": 38500
},
{
"epoch": 0.32,
"learning_rate": 9.51690016492029e-06,
"loss": 6.1411,
"step": 39000
},
{
"epoch": 0.32,
"learning_rate": 9.508570857418915e-06,
"loss": 6.1441,
"step": 39500
},
{
"epoch": 0.33,
"learning_rate": 9.50024154991754e-06,
"loss": 6.148,
"step": 40000
},
{
"epoch": 0.33,
"eval_accuracy": 0.15008841811581047,
"eval_loss": 6.128693580627441,
"eval_runtime": 2030.9811,
"eval_samples_per_second": 151.826,
"eval_steps_per_second": 3.163,
"step": 40000
},
{
"epoch": 0.33,
"learning_rate": 9.491912242416167e-06,
"loss": 6.1396,
"step": 40500
},
{
"epoch": 0.34,
"learning_rate": 9.483582934914792e-06,
"loss": 6.1376,
"step": 41000
},
{
"epoch": 0.34,
"learning_rate": 9.475253627413418e-06,
"loss": 6.1338,
"step": 41500
},
{
"epoch": 0.34,
"learning_rate": 9.466924319912043e-06,
"loss": 6.1375,
"step": 42000
},
{
"epoch": 0.35,
"learning_rate": 9.458595012410668e-06,
"loss": 6.1254,
"step": 42500
},
{
"epoch": 0.35,
"learning_rate": 9.450265704909295e-06,
"loss": 6.1252,
"step": 43000
},
{
"epoch": 0.36,
"learning_rate": 9.44193639740792e-06,
"loss": 6.1209,
"step": 43500
},
{
"epoch": 0.36,
"learning_rate": 9.433607089906545e-06,
"loss": 6.1252,
"step": 44000
},
{
"epoch": 0.36,
"learning_rate": 9.425277782405172e-06,
"loss": 6.1205,
"step": 44500
},
{
"epoch": 0.37,
"learning_rate": 9.416948474903798e-06,
"loss": 6.1177,
"step": 45000
},
{
"epoch": 0.37,
"learning_rate": 9.408619167402423e-06,
"loss": 6.1204,
"step": 45500
},
{
"epoch": 0.38,
"learning_rate": 9.400289859901048e-06,
"loss": 6.1101,
"step": 46000
},
{
"epoch": 0.38,
"learning_rate": 9.391960552399673e-06,
"loss": 6.1094,
"step": 46500
},
{
"epoch": 0.39,
"learning_rate": 9.3836312448983e-06,
"loss": 6.1038,
"step": 47000
},
{
"epoch": 0.39,
"learning_rate": 9.375301937396925e-06,
"loss": 6.1052,
"step": 47500
},
{
"epoch": 0.39,
"learning_rate": 9.366972629895552e-06,
"loss": 6.1056,
"step": 48000
},
{
"epoch": 0.4,
"learning_rate": 9.358643322394177e-06,
"loss": 6.1009,
"step": 48500
},
{
"epoch": 0.4,
"learning_rate": 9.350314014892804e-06,
"loss": 6.1006,
"step": 49000
},
{
"epoch": 0.41,
"learning_rate": 9.341984707391429e-06,
"loss": 6.1009,
"step": 49500
},
{
"epoch": 0.41,
"learning_rate": 9.333655399890054e-06,
"loss": 6.1007,
"step": 50000
},
{
"epoch": 0.41,
"eval_accuracy": 0.1500883878026566,
"eval_loss": 6.088829040527344,
"eval_runtime": 2025.8132,
"eval_samples_per_second": 152.213,
"eval_steps_per_second": 3.172,
"step": 50000
},
{
"epoch": 0.41,
"learning_rate": 9.325326092388679e-06,
"loss": 6.0929,
"step": 50500
},
{
"epoch": 0.42,
"learning_rate": 9.316996784887305e-06,
"loss": 6.0942,
"step": 51000
},
{
"epoch": 0.42,
"learning_rate": 9.30866747738593e-06,
"loss": 6.097,
"step": 51500
},
{
"epoch": 0.43,
"learning_rate": 9.300338169884557e-06,
"loss": 6.0922,
"step": 52000
},
{
"epoch": 0.43,
"learning_rate": 9.292008862383182e-06,
"loss": 6.088,
"step": 52500
},
{
"epoch": 0.43,
"learning_rate": 9.283679554881809e-06,
"loss": 6.0922,
"step": 53000
},
{
"epoch": 0.44,
"learning_rate": 9.275350247380434e-06,
"loss": 6.0847,
"step": 53500
},
{
"epoch": 0.44,
"learning_rate": 9.267020939879059e-06,
"loss": 6.0872,
"step": 54000
},
{
"epoch": 0.45,
"learning_rate": 9.258691632377685e-06,
"loss": 6.0861,
"step": 54500
},
{
"epoch": 0.45,
"learning_rate": 9.25036232487631e-06,
"loss": 6.0777,
"step": 55000
},
{
"epoch": 0.45,
"learning_rate": 9.242033017374937e-06,
"loss": 6.0849,
"step": 55500
},
{
"epoch": 0.46,
"learning_rate": 9.233703709873562e-06,
"loss": 6.0792,
"step": 56000
},
{
"epoch": 0.46,
"learning_rate": 9.225374402372189e-06,
"loss": 6.0751,
"step": 56500
},
{
"epoch": 0.47,
"learning_rate": 9.217045094870814e-06,
"loss": 6.066,
"step": 57000
},
{
"epoch": 0.47,
"learning_rate": 9.208715787369439e-06,
"loss": 6.0767,
"step": 57500
},
{
"epoch": 0.48,
"learning_rate": 9.200386479868064e-06,
"loss": 6.0771,
"step": 58000
},
{
"epoch": 0.48,
"learning_rate": 9.19205717236669e-06,
"loss": 6.0733,
"step": 58500
},
{
"epoch": 0.48,
"learning_rate": 9.183727864865315e-06,
"loss": 6.0693,
"step": 59000
},
{
"epoch": 0.49,
"learning_rate": 9.175398557363942e-06,
"loss": 6.0739,
"step": 59500
},
{
"epoch": 0.49,
"learning_rate": 9.167069249862567e-06,
"loss": 6.0721,
"step": 60000
},
{
"epoch": 0.49,
"eval_accuracy": 0.14991843929852017,
"eval_loss": 6.0554890632629395,
"eval_runtime": 2030.6269,
"eval_samples_per_second": 151.853,
"eval_steps_per_second": 3.164,
"step": 60000
},
{
"epoch": 0.5,
"learning_rate": 9.158739942361194e-06,
"loss": 6.062,
"step": 60500
},
{
"epoch": 0.5,
"learning_rate": 9.150410634859819e-06,
"loss": 6.0598,
"step": 61000
},
{
"epoch": 0.5,
"learning_rate": 9.142081327358444e-06,
"loss": 6.0644,
"step": 61500
},
{
"epoch": 0.51,
"learning_rate": 9.133752019857069e-06,
"loss": 6.0561,
"step": 62000
},
{
"epoch": 0.51,
"learning_rate": 9.125422712355696e-06,
"loss": 6.0606,
"step": 62500
},
{
"epoch": 0.52,
"learning_rate": 9.11709340485432e-06,
"loss": 6.0611,
"step": 63000
},
{
"epoch": 0.52,
"learning_rate": 9.108764097352947e-06,
"loss": 6.0494,
"step": 63500
},
{
"epoch": 0.52,
"learning_rate": 9.100434789851572e-06,
"loss": 6.0507,
"step": 64000
},
{
"epoch": 0.53,
"learning_rate": 9.092105482350199e-06,
"loss": 6.0536,
"step": 64500
},
{
"epoch": 0.53,
"learning_rate": 9.083776174848824e-06,
"loss": 6.0523,
"step": 65000
},
{
"epoch": 0.54,
"learning_rate": 9.075446867347449e-06,
"loss": 6.0545,
"step": 65500
},
{
"epoch": 0.54,
"learning_rate": 9.067117559846076e-06,
"loss": 6.0559,
"step": 66000
},
{
"epoch": 0.54,
"learning_rate": 9.0587882523447e-06,
"loss": 6.0449,
"step": 66500
},
{
"epoch": 0.55,
"learning_rate": 9.050458944843327e-06,
"loss": 6.0449,
"step": 67000
},
{
"epoch": 0.55,
"learning_rate": 9.042129637341952e-06,
"loss": 6.0459,
"step": 67500
},
{
"epoch": 0.56,
"learning_rate": 9.033800329840577e-06,
"loss": 6.0498,
"step": 68000
},
{
"epoch": 0.56,
"learning_rate": 9.025471022339204e-06,
"loss": 6.0462,
"step": 68500
},
{
"epoch": 0.57,
"learning_rate": 9.017141714837829e-06,
"loss": 6.043,
"step": 69000
},
{
"epoch": 0.57,
"learning_rate": 9.008812407336454e-06,
"loss": 6.0461,
"step": 69500
},
{
"epoch": 0.57,
"learning_rate": 9.00048309983508e-06,
"loss": 6.0414,
"step": 70000
},
{
"epoch": 0.57,
"eval_accuracy": 0.15135291944253934,
"eval_loss": 6.027411937713623,
"eval_runtime": 2027.398,
"eval_samples_per_second": 152.094,
"eval_steps_per_second": 3.169,
"step": 70000
},
{
"epoch": 0.58,
"learning_rate": 8.992153792333706e-06,
"loss": 6.0374,
"step": 70500
},
{
"epoch": 0.58,
"learning_rate": 8.983824484832332e-06,
"loss": 6.0307,
"step": 71000
},
{
"epoch": 0.59,
"learning_rate": 8.975495177330957e-06,
"loss": 6.0401,
"step": 71500
},
{
"epoch": 0.59,
"learning_rate": 8.967165869829582e-06,
"loss": 6.0376,
"step": 72000
},
{
"epoch": 0.59,
"learning_rate": 8.958836562328209e-06,
"loss": 6.0373,
"step": 72500
},
{
"epoch": 0.6,
"learning_rate": 8.950507254826834e-06,
"loss": 6.0303,
"step": 73000
},
{
"epoch": 0.6,
"learning_rate": 8.942177947325459e-06,
"loss": 6.0365,
"step": 73500
},
{
"epoch": 0.61,
"learning_rate": 8.933848639824086e-06,
"loss": 6.0295,
"step": 74000
},
{
"epoch": 0.61,
"learning_rate": 8.925519332322713e-06,
"loss": 6.0279,
"step": 74500
},
{
"epoch": 0.61,
"learning_rate": 8.917190024821338e-06,
"loss": 6.0316,
"step": 75000
},
{
"epoch": 0.62,
"learning_rate": 8.908860717319963e-06,
"loss": 6.0249,
"step": 75500
},
{
"epoch": 0.62,
"learning_rate": 8.900531409818588e-06,
"loss": 6.0282,
"step": 76000
},
{
"epoch": 0.63,
"learning_rate": 8.892202102317214e-06,
"loss": 6.0228,
"step": 76500
},
{
"epoch": 0.63,
"learning_rate": 8.88387279481584e-06,
"loss": 6.0238,
"step": 77000
},
{
"epoch": 0.63,
"learning_rate": 8.875543487314466e-06,
"loss": 6.0215,
"step": 77500
},
{
"epoch": 0.64,
"learning_rate": 8.867214179813091e-06,
"loss": 6.0204,
"step": 78000
},
{
"epoch": 0.64,
"learning_rate": 8.858884872311718e-06,
"loss": 6.0249,
"step": 78500
},
{
"epoch": 0.65,
"learning_rate": 8.850555564810343e-06,
"loss": 6.0199,
"step": 79000
},
{
"epoch": 0.65,
"learning_rate": 8.842226257308968e-06,
"loss": 6.0208,
"step": 79500
},
{
"epoch": 0.66,
"learning_rate": 8.833896949807593e-06,
"loss": 6.0229,
"step": 80000
},
{
"epoch": 0.66,
"eval_accuracy": 0.1511706409765356,
"eval_loss": 6.008976459503174,
"eval_runtime": 2027.8147,
"eval_samples_per_second": 152.063,
"eval_steps_per_second": 3.168,
"step": 80000
},
{
"epoch": 0.66,
"step": 80001,
"total_flos": 1.0107191126130688e+18,
"train_loss": 6.2887065917574985,
"train_runtime": 86523.957,
"train_samples_per_second": 338.563,
"train_steps_per_second": 7.053
}
],
"max_steps": 610290,
"num_train_epochs": 5,
"total_flos": 1.0107191126130688e+18,
"trial_name": null,
"trial_params": null
}