|
{ |
|
"best_metric": 8.311293601989746, |
|
"best_model_checkpoint": "bert_base_lda_20_v1/checkpoint-50000", |
|
"epoch": 25.0, |
|
"eval_steps": 10000, |
|
"global_step": 59550, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.20990764063811923, |
|
"grad_norm": 2.09550142288208, |
|
"learning_rate": 5e-06, |
|
"loss": 12.1128, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.41981528127623846, |
|
"grad_norm": 1.47028648853302, |
|
"learning_rate": 1e-05, |
|
"loss": 10.3839, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.6297229219143576, |
|
"grad_norm": 0.9643331170082092, |
|
"learning_rate": 1.5e-05, |
|
"loss": 9.8774, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 0.8396305625524769, |
|
"grad_norm": 0.9907741546630859, |
|
"learning_rate": 2e-05, |
|
"loss": 9.7389, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 1.0495382031905962, |
|
"grad_norm": 1.2076187133789062, |
|
"learning_rate": 2.5e-05, |
|
"loss": 9.6305, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 1.2594458438287153, |
|
"grad_norm": 1.0168932676315308, |
|
"learning_rate": 3e-05, |
|
"loss": 9.5318, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 1.4693534844668346, |
|
"grad_norm": 1.077588677406311, |
|
"learning_rate": 3.5e-05, |
|
"loss": 9.4564, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 1.6792611251049538, |
|
"grad_norm": 1.0115774869918823, |
|
"learning_rate": 4e-05, |
|
"loss": 9.3964, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 1.8891687657430731, |
|
"grad_norm": 0.9964166283607483, |
|
"learning_rate": 4.5e-05, |
|
"loss": 9.3438, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 2.0990764063811924, |
|
"grad_norm": 1.181398630142212, |
|
"learning_rate": 5e-05, |
|
"loss": 9.296, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 2.3089840470193117, |
|
"grad_norm": 1.1168142557144165, |
|
"learning_rate": 5.500000000000001e-05, |
|
"loss": 9.2554, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 2.5188916876574305, |
|
"grad_norm": 1.0137851238250732, |
|
"learning_rate": 6e-05, |
|
"loss": 9.2206, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 2.72879932829555, |
|
"grad_norm": 1.1866172552108765, |
|
"learning_rate": 6.500000000000001e-05, |
|
"loss": 9.1887, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 2.938706968933669, |
|
"grad_norm": 0.9899904727935791, |
|
"learning_rate": 7e-05, |
|
"loss": 9.1597, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 3.1486146095717884, |
|
"grad_norm": 1.0700551271438599, |
|
"learning_rate": 7.500000000000001e-05, |
|
"loss": 9.1129, |
|
"step": 7500 |
|
}, |
|
{ |
|
"epoch": 3.3585222502099077, |
|
"grad_norm": 1.2574646472930908, |
|
"learning_rate": 8e-05, |
|
"loss": 9.0258, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 3.568429890848027, |
|
"grad_norm": 1.3791582584381104, |
|
"learning_rate": 8.5e-05, |
|
"loss": 8.8912, |
|
"step": 8500 |
|
}, |
|
{ |
|
"epoch": 3.7783375314861463, |
|
"grad_norm": 1.6568559408187866, |
|
"learning_rate": 9e-05, |
|
"loss": 8.7658, |
|
"step": 9000 |
|
}, |
|
{ |
|
"epoch": 3.988245172124265, |
|
"grad_norm": 1.232332468032837, |
|
"learning_rate": 9.5e-05, |
|
"loss": 8.7067, |
|
"step": 9500 |
|
}, |
|
{ |
|
"epoch": 4.198152812762385, |
|
"grad_norm": 1.1055606603622437, |
|
"learning_rate": 0.0001, |
|
"loss": 8.6597, |
|
"step": 10000 |
|
}, |
|
{ |
|
"epoch": 4.198152812762385, |
|
"eval_accuracy": 0.15147889479395643, |
|
"eval_loss": 8.600459098815918, |
|
"eval_runtime": 0.7275, |
|
"eval_samples_per_second": 658.386, |
|
"eval_steps_per_second": 6.873, |
|
"step": 10000 |
|
}, |
|
{ |
|
"epoch": 4.408060453400504, |
|
"grad_norm": 1.2943756580352783, |
|
"learning_rate": 9.899091826437942e-05, |
|
"loss": 8.6387, |
|
"step": 10500 |
|
}, |
|
{ |
|
"epoch": 4.617968094038623, |
|
"grad_norm": 1.1277927160263062, |
|
"learning_rate": 9.798183652875883e-05, |
|
"loss": 8.6152, |
|
"step": 11000 |
|
}, |
|
{ |
|
"epoch": 4.827875734676742, |
|
"grad_norm": 1.249430537223816, |
|
"learning_rate": 9.697275479313825e-05, |
|
"loss": 8.6023, |
|
"step": 11500 |
|
}, |
|
{ |
|
"epoch": 5.037783375314861, |
|
"grad_norm": 1.0872271060943604, |
|
"learning_rate": 9.596367305751767e-05, |
|
"loss": 8.5788, |
|
"step": 12000 |
|
}, |
|
{ |
|
"epoch": 5.247691015952981, |
|
"grad_norm": 1.0338563919067383, |
|
"learning_rate": 9.495459132189707e-05, |
|
"loss": 8.5502, |
|
"step": 12500 |
|
}, |
|
{ |
|
"epoch": 5.4575986565911, |
|
"grad_norm": 1.3109467029571533, |
|
"learning_rate": 9.394550958627649e-05, |
|
"loss": 8.5378, |
|
"step": 13000 |
|
}, |
|
{ |
|
"epoch": 5.667506297229219, |
|
"grad_norm": 1.139695405960083, |
|
"learning_rate": 9.293642785065591e-05, |
|
"loss": 8.5318, |
|
"step": 13500 |
|
}, |
|
{ |
|
"epoch": 5.877413937867338, |
|
"grad_norm": 1.239567518234253, |
|
"learning_rate": 9.192734611503532e-05, |
|
"loss": 8.5157, |
|
"step": 14000 |
|
}, |
|
{ |
|
"epoch": 6.087321578505458, |
|
"grad_norm": 1.0034639835357666, |
|
"learning_rate": 9.091826437941474e-05, |
|
"loss": 8.4983, |
|
"step": 14500 |
|
}, |
|
{ |
|
"epoch": 6.297229219143577, |
|
"grad_norm": 1.0384876728057861, |
|
"learning_rate": 8.990918264379415e-05, |
|
"loss": 8.4855, |
|
"step": 15000 |
|
}, |
|
{ |
|
"epoch": 6.507136859781696, |
|
"grad_norm": 1.0204209089279175, |
|
"learning_rate": 8.890010090817356e-05, |
|
"loss": 8.4747, |
|
"step": 15500 |
|
}, |
|
{ |
|
"epoch": 6.717044500419815, |
|
"grad_norm": 1.1249667406082153, |
|
"learning_rate": 8.789101917255298e-05, |
|
"loss": 8.4679, |
|
"step": 16000 |
|
}, |
|
{ |
|
"epoch": 6.926952141057934, |
|
"grad_norm": 0.9850140810012817, |
|
"learning_rate": 8.68819374369324e-05, |
|
"loss": 8.4578, |
|
"step": 16500 |
|
}, |
|
{ |
|
"epoch": 7.136859781696054, |
|
"grad_norm": 0.940535843372345, |
|
"learning_rate": 8.58728557013118e-05, |
|
"loss": 8.4404, |
|
"step": 17000 |
|
}, |
|
{ |
|
"epoch": 7.346767422334173, |
|
"grad_norm": 0.9573142528533936, |
|
"learning_rate": 8.486377396569122e-05, |
|
"loss": 8.4296, |
|
"step": 17500 |
|
}, |
|
{ |
|
"epoch": 7.5566750629722925, |
|
"grad_norm": 1.068617582321167, |
|
"learning_rate": 8.385469223007064e-05, |
|
"loss": 8.4299, |
|
"step": 18000 |
|
}, |
|
{ |
|
"epoch": 7.766582703610411, |
|
"grad_norm": 0.9672011733055115, |
|
"learning_rate": 8.284561049445006e-05, |
|
"loss": 8.4241, |
|
"step": 18500 |
|
}, |
|
{ |
|
"epoch": 7.97649034424853, |
|
"grad_norm": 1.0434781312942505, |
|
"learning_rate": 8.183652875882947e-05, |
|
"loss": 8.4203, |
|
"step": 19000 |
|
}, |
|
{ |
|
"epoch": 8.18639798488665, |
|
"grad_norm": 0.9273554682731628, |
|
"learning_rate": 8.082744702320889e-05, |
|
"loss": 8.3997, |
|
"step": 19500 |
|
}, |
|
{ |
|
"epoch": 8.39630562552477, |
|
"grad_norm": 1.0744283199310303, |
|
"learning_rate": 7.98183652875883e-05, |
|
"loss": 8.3979, |
|
"step": 20000 |
|
}, |
|
{ |
|
"epoch": 8.39630562552477, |
|
"eval_accuracy": 0.1533993658632397, |
|
"eval_loss": 8.40470027923584, |
|
"eval_runtime": 0.7704, |
|
"eval_samples_per_second": 621.764, |
|
"eval_steps_per_second": 6.49, |
|
"step": 20000 |
|
}, |
|
{ |
|
"epoch": 8.606213266162888, |
|
"grad_norm": 1.064097285270691, |
|
"learning_rate": 7.880928355196771e-05, |
|
"loss": 8.3931, |
|
"step": 20500 |
|
}, |
|
{ |
|
"epoch": 8.816120906801007, |
|
"grad_norm": 0.9334086179733276, |
|
"learning_rate": 7.780020181634713e-05, |
|
"loss": 8.391, |
|
"step": 21000 |
|
}, |
|
{ |
|
"epoch": 9.026028547439127, |
|
"grad_norm": 0.994073212146759, |
|
"learning_rate": 7.679112008072655e-05, |
|
"loss": 8.3826, |
|
"step": 21500 |
|
}, |
|
{ |
|
"epoch": 9.235936188077247, |
|
"grad_norm": 1.0116281509399414, |
|
"learning_rate": 7.578203834510595e-05, |
|
"loss": 8.3702, |
|
"step": 22000 |
|
}, |
|
{ |
|
"epoch": 9.445843828715365, |
|
"grad_norm": 0.9388275146484375, |
|
"learning_rate": 7.477295660948537e-05, |
|
"loss": 8.3661, |
|
"step": 22500 |
|
}, |
|
{ |
|
"epoch": 9.655751469353484, |
|
"grad_norm": 0.906207799911499, |
|
"learning_rate": 7.376387487386479e-05, |
|
"loss": 8.3642, |
|
"step": 23000 |
|
}, |
|
{ |
|
"epoch": 9.865659109991604, |
|
"grad_norm": 0.9428483843803406, |
|
"learning_rate": 7.27547931382442e-05, |
|
"loss": 8.3596, |
|
"step": 23500 |
|
}, |
|
{ |
|
"epoch": 10.075566750629722, |
|
"grad_norm": 0.9630805850028992, |
|
"learning_rate": 7.174571140262362e-05, |
|
"loss": 8.3472, |
|
"step": 24000 |
|
}, |
|
{ |
|
"epoch": 10.285474391267842, |
|
"grad_norm": 0.8972500562667847, |
|
"learning_rate": 7.073662966700304e-05, |
|
"loss": 8.3477, |
|
"step": 24500 |
|
}, |
|
{ |
|
"epoch": 10.495382031905962, |
|
"grad_norm": 0.9225510358810425, |
|
"learning_rate": 6.972754793138244e-05, |
|
"loss": 8.3384, |
|
"step": 25000 |
|
}, |
|
{ |
|
"epoch": 10.705289672544081, |
|
"grad_norm": 0.9384250044822693, |
|
"learning_rate": 6.871846619576186e-05, |
|
"loss": 8.342, |
|
"step": 25500 |
|
}, |
|
{ |
|
"epoch": 10.9151973131822, |
|
"grad_norm": 0.9212971925735474, |
|
"learning_rate": 6.770938446014128e-05, |
|
"loss": 8.3399, |
|
"step": 26000 |
|
}, |
|
{ |
|
"epoch": 11.125104953820319, |
|
"grad_norm": 0.9395396709442139, |
|
"learning_rate": 6.670030272452068e-05, |
|
"loss": 8.33, |
|
"step": 26500 |
|
}, |
|
{ |
|
"epoch": 11.335012594458439, |
|
"grad_norm": 0.8887066841125488, |
|
"learning_rate": 6.56912209889001e-05, |
|
"loss": 8.3248, |
|
"step": 27000 |
|
}, |
|
{ |
|
"epoch": 11.544920235096557, |
|
"grad_norm": 0.8518480062484741, |
|
"learning_rate": 6.468213925327952e-05, |
|
"loss": 8.3184, |
|
"step": 27500 |
|
}, |
|
{ |
|
"epoch": 11.754827875734676, |
|
"grad_norm": 0.9201586246490479, |
|
"learning_rate": 6.367305751765893e-05, |
|
"loss": 8.3152, |
|
"step": 28000 |
|
}, |
|
{ |
|
"epoch": 11.964735516372796, |
|
"grad_norm": 0.9495044946670532, |
|
"learning_rate": 6.266397578203835e-05, |
|
"loss": 8.3148, |
|
"step": 28500 |
|
}, |
|
{ |
|
"epoch": 12.174643157010916, |
|
"grad_norm": 0.8486906886100769, |
|
"learning_rate": 6.165489404641777e-05, |
|
"loss": 8.308, |
|
"step": 29000 |
|
}, |
|
{ |
|
"epoch": 12.384550797649034, |
|
"grad_norm": 0.9100642204284668, |
|
"learning_rate": 6.064581231079718e-05, |
|
"loss": 8.2981, |
|
"step": 29500 |
|
}, |
|
{ |
|
"epoch": 12.594458438287154, |
|
"grad_norm": 0.8565881252288818, |
|
"learning_rate": 5.963673057517659e-05, |
|
"loss": 8.3034, |
|
"step": 30000 |
|
}, |
|
{ |
|
"epoch": 12.594458438287154, |
|
"eval_accuracy": 0.15485351316562665, |
|
"eval_loss": 8.349508285522461, |
|
"eval_runtime": 0.7093, |
|
"eval_samples_per_second": 675.332, |
|
"eval_steps_per_second": 7.049, |
|
"step": 30000 |
|
}, |
|
{ |
|
"epoch": 12.804366078925273, |
|
"grad_norm": 0.8767760992050171, |
|
"learning_rate": 5.8627648839556e-05, |
|
"loss": 8.2988, |
|
"step": 30500 |
|
}, |
|
{ |
|
"epoch": 13.014273719563391, |
|
"grad_norm": 0.8581773042678833, |
|
"learning_rate": 5.7618567103935416e-05, |
|
"loss": 8.3012, |
|
"step": 31000 |
|
}, |
|
{ |
|
"epoch": 13.224181360201511, |
|
"grad_norm": 0.8876222968101501, |
|
"learning_rate": 5.660948536831484e-05, |
|
"loss": 8.2868, |
|
"step": 31500 |
|
}, |
|
{ |
|
"epoch": 13.43408900083963, |
|
"grad_norm": 0.8816433548927307, |
|
"learning_rate": 5.5600403632694254e-05, |
|
"loss": 8.2865, |
|
"step": 32000 |
|
}, |
|
{ |
|
"epoch": 13.64399664147775, |
|
"grad_norm": 0.8398271203041077, |
|
"learning_rate": 5.4591321897073666e-05, |
|
"loss": 8.2892, |
|
"step": 32500 |
|
}, |
|
{ |
|
"epoch": 13.853904282115868, |
|
"grad_norm": 0.9173211455345154, |
|
"learning_rate": 5.358224016145308e-05, |
|
"loss": 8.2846, |
|
"step": 33000 |
|
}, |
|
{ |
|
"epoch": 14.063811922753988, |
|
"grad_norm": 0.906325101852417, |
|
"learning_rate": 5.257315842583249e-05, |
|
"loss": 8.2806, |
|
"step": 33500 |
|
}, |
|
{ |
|
"epoch": 14.273719563392108, |
|
"grad_norm": 0.8287147283554077, |
|
"learning_rate": 5.15640766902119e-05, |
|
"loss": 8.2719, |
|
"step": 34000 |
|
}, |
|
{ |
|
"epoch": 14.483627204030226, |
|
"grad_norm": 0.8609397411346436, |
|
"learning_rate": 5.055499495459133e-05, |
|
"loss": 8.2716, |
|
"step": 34500 |
|
}, |
|
{ |
|
"epoch": 14.693534844668346, |
|
"grad_norm": 0.9240869879722595, |
|
"learning_rate": 4.954591321897074e-05, |
|
"loss": 8.2722, |
|
"step": 35000 |
|
}, |
|
{ |
|
"epoch": 14.903442485306465, |
|
"grad_norm": 0.8659062385559082, |
|
"learning_rate": 4.853683148335015e-05, |
|
"loss": 8.2708, |
|
"step": 35500 |
|
}, |
|
{ |
|
"epoch": 15.113350125944585, |
|
"grad_norm": 0.8485491275787354, |
|
"learning_rate": 4.7527749747729566e-05, |
|
"loss": 8.2624, |
|
"step": 36000 |
|
}, |
|
{ |
|
"epoch": 15.323257766582703, |
|
"grad_norm": 0.8944738507270813, |
|
"learning_rate": 4.6518668012108985e-05, |
|
"loss": 8.2607, |
|
"step": 36500 |
|
}, |
|
{ |
|
"epoch": 15.533165407220823, |
|
"grad_norm": 0.8862741589546204, |
|
"learning_rate": 4.55095862764884e-05, |
|
"loss": 8.2568, |
|
"step": 37000 |
|
}, |
|
{ |
|
"epoch": 15.743073047858942, |
|
"grad_norm": 0.8353709578514099, |
|
"learning_rate": 4.450050454086781e-05, |
|
"loss": 8.2601, |
|
"step": 37500 |
|
}, |
|
{ |
|
"epoch": 15.95298068849706, |
|
"grad_norm": 0.8464979529380798, |
|
"learning_rate": 4.349142280524723e-05, |
|
"loss": 8.2562, |
|
"step": 38000 |
|
}, |
|
{ |
|
"epoch": 16.162888329135182, |
|
"grad_norm": 0.8389509320259094, |
|
"learning_rate": 4.248234106962664e-05, |
|
"loss": 8.2529, |
|
"step": 38500 |
|
}, |
|
{ |
|
"epoch": 16.3727959697733, |
|
"grad_norm": 0.8426734805107117, |
|
"learning_rate": 4.147325933400605e-05, |
|
"loss": 8.2448, |
|
"step": 39000 |
|
}, |
|
{ |
|
"epoch": 16.582703610411418, |
|
"grad_norm": 0.8700066804885864, |
|
"learning_rate": 4.046417759838547e-05, |
|
"loss": 8.2489, |
|
"step": 39500 |
|
}, |
|
{ |
|
"epoch": 16.79261125104954, |
|
"grad_norm": 0.9079403281211853, |
|
"learning_rate": 3.9455095862764884e-05, |
|
"loss": 8.239, |
|
"step": 40000 |
|
}, |
|
{ |
|
"epoch": 16.79261125104954, |
|
"eval_accuracy": 0.15366715262980823, |
|
"eval_loss": 8.336407661437988, |
|
"eval_runtime": 0.7881, |
|
"eval_samples_per_second": 607.798, |
|
"eval_steps_per_second": 6.344, |
|
"step": 40000 |
|
}, |
|
{ |
|
"epoch": 17.002518891687657, |
|
"grad_norm": 0.875669002532959, |
|
"learning_rate": 3.84460141271443e-05, |
|
"loss": 8.2462, |
|
"step": 40500 |
|
}, |
|
{ |
|
"epoch": 17.212426532325775, |
|
"grad_norm": 0.8467079401016235, |
|
"learning_rate": 3.7436932391523715e-05, |
|
"loss": 8.2352, |
|
"step": 41000 |
|
}, |
|
{ |
|
"epoch": 17.422334172963897, |
|
"grad_norm": 0.9035972952842712, |
|
"learning_rate": 3.642785065590313e-05, |
|
"loss": 8.2328, |
|
"step": 41500 |
|
}, |
|
{ |
|
"epoch": 17.632241813602015, |
|
"grad_norm": 0.8857328295707703, |
|
"learning_rate": 3.541876892028255e-05, |
|
"loss": 8.236, |
|
"step": 42000 |
|
}, |
|
{ |
|
"epoch": 17.842149454240133, |
|
"grad_norm": 0.8668442964553833, |
|
"learning_rate": 3.440968718466196e-05, |
|
"loss": 8.2352, |
|
"step": 42500 |
|
}, |
|
{ |
|
"epoch": 18.052057094878254, |
|
"grad_norm": 0.9012500047683716, |
|
"learning_rate": 3.340060544904137e-05, |
|
"loss": 8.2293, |
|
"step": 43000 |
|
}, |
|
{ |
|
"epoch": 18.261964735516372, |
|
"grad_norm": 0.8686524033546448, |
|
"learning_rate": 3.239152371342079e-05, |
|
"loss": 8.2237, |
|
"step": 43500 |
|
}, |
|
{ |
|
"epoch": 18.471872376154494, |
|
"grad_norm": 0.8950616717338562, |
|
"learning_rate": 3.13824419778002e-05, |
|
"loss": 8.2235, |
|
"step": 44000 |
|
}, |
|
{ |
|
"epoch": 18.68178001679261, |
|
"grad_norm": 0.8709149360656738, |
|
"learning_rate": 3.0373360242179615e-05, |
|
"loss": 8.2252, |
|
"step": 44500 |
|
}, |
|
{ |
|
"epoch": 18.89168765743073, |
|
"grad_norm": 0.8441091179847717, |
|
"learning_rate": 2.9364278506559034e-05, |
|
"loss": 8.2264, |
|
"step": 45000 |
|
}, |
|
{ |
|
"epoch": 19.10159529806885, |
|
"grad_norm": 0.8468266725540161, |
|
"learning_rate": 2.8355196770938446e-05, |
|
"loss": 8.2224, |
|
"step": 45500 |
|
}, |
|
{ |
|
"epoch": 19.31150293870697, |
|
"grad_norm": 0.8458043932914734, |
|
"learning_rate": 2.734611503531786e-05, |
|
"loss": 8.2098, |
|
"step": 46000 |
|
}, |
|
{ |
|
"epoch": 19.521410579345087, |
|
"grad_norm": 0.8512638807296753, |
|
"learning_rate": 2.6337033299697278e-05, |
|
"loss": 8.2156, |
|
"step": 46500 |
|
}, |
|
{ |
|
"epoch": 19.73131821998321, |
|
"grad_norm": 0.8596357703208923, |
|
"learning_rate": 2.532795156407669e-05, |
|
"loss": 8.2162, |
|
"step": 47000 |
|
}, |
|
{ |
|
"epoch": 19.941225860621326, |
|
"grad_norm": 0.863677978515625, |
|
"learning_rate": 2.4318869828456106e-05, |
|
"loss": 8.2119, |
|
"step": 47500 |
|
}, |
|
{ |
|
"epoch": 20.151133501259444, |
|
"grad_norm": 0.8351937532424927, |
|
"learning_rate": 2.330978809283552e-05, |
|
"loss": 8.2071, |
|
"step": 48000 |
|
}, |
|
{ |
|
"epoch": 20.361041141897566, |
|
"grad_norm": 0.8820331692695618, |
|
"learning_rate": 2.2300706357214934e-05, |
|
"loss": 8.2066, |
|
"step": 48500 |
|
}, |
|
{ |
|
"epoch": 20.570948782535684, |
|
"grad_norm": 0.8816234469413757, |
|
"learning_rate": 2.129162462159435e-05, |
|
"loss": 8.2035, |
|
"step": 49000 |
|
}, |
|
{ |
|
"epoch": 20.7808564231738, |
|
"grad_norm": 0.8651553392410278, |
|
"learning_rate": 2.0282542885973765e-05, |
|
"loss": 8.203, |
|
"step": 49500 |
|
}, |
|
{ |
|
"epoch": 20.990764063811923, |
|
"grad_norm": 0.8483617305755615, |
|
"learning_rate": 1.927346115035318e-05, |
|
"loss": 8.2045, |
|
"step": 50000 |
|
}, |
|
{ |
|
"epoch": 20.990764063811923, |
|
"eval_accuracy": 0.15238175344155663, |
|
"eval_loss": 8.311293601989746, |
|
"eval_runtime": 0.701, |
|
"eval_samples_per_second": 683.323, |
|
"eval_steps_per_second": 7.133, |
|
"step": 50000 |
|
}, |
|
{ |
|
"epoch": 21.20067170445004, |
|
"grad_norm": 0.8452841639518738, |
|
"learning_rate": 1.8264379414732593e-05, |
|
"loss": 8.1973, |
|
"step": 50500 |
|
}, |
|
{ |
|
"epoch": 21.410579345088163, |
|
"grad_norm": 0.8958883285522461, |
|
"learning_rate": 1.725529767911201e-05, |
|
"loss": 8.1981, |
|
"step": 51000 |
|
}, |
|
{ |
|
"epoch": 21.62048698572628, |
|
"grad_norm": 0.899661123752594, |
|
"learning_rate": 1.6246215943491424e-05, |
|
"loss": 8.1963, |
|
"step": 51500 |
|
}, |
|
{ |
|
"epoch": 21.8303946263644, |
|
"grad_norm": 0.8597267866134644, |
|
"learning_rate": 1.5237134207870837e-05, |
|
"loss": 8.1965, |
|
"step": 52000 |
|
}, |
|
{ |
|
"epoch": 22.04030226700252, |
|
"grad_norm": 0.8393648862838745, |
|
"learning_rate": 1.4228052472250252e-05, |
|
"loss": 8.1953, |
|
"step": 52500 |
|
}, |
|
{ |
|
"epoch": 22.250209907640638, |
|
"grad_norm": 0.8742464780807495, |
|
"learning_rate": 1.3218970736629668e-05, |
|
"loss": 8.1841, |
|
"step": 53000 |
|
}, |
|
{ |
|
"epoch": 22.460117548278756, |
|
"grad_norm": 0.8778883814811707, |
|
"learning_rate": 1.2209889001009082e-05, |
|
"loss": 8.1898, |
|
"step": 53500 |
|
}, |
|
{ |
|
"epoch": 22.670025188916878, |
|
"grad_norm": 0.8447439074516296, |
|
"learning_rate": 1.1200807265388496e-05, |
|
"loss": 8.1904, |
|
"step": 54000 |
|
}, |
|
{ |
|
"epoch": 22.879932829554996, |
|
"grad_norm": 0.8448654413223267, |
|
"learning_rate": 1.0191725529767912e-05, |
|
"loss": 8.1873, |
|
"step": 54500 |
|
}, |
|
{ |
|
"epoch": 23.089840470193113, |
|
"grad_norm": 0.8719317317008972, |
|
"learning_rate": 9.182643794147326e-06, |
|
"loss": 8.1851, |
|
"step": 55000 |
|
}, |
|
{ |
|
"epoch": 23.299748110831235, |
|
"grad_norm": 0.8342525362968445, |
|
"learning_rate": 8.173562058526741e-06, |
|
"loss": 8.1828, |
|
"step": 55500 |
|
}, |
|
{ |
|
"epoch": 23.509655751469353, |
|
"grad_norm": 0.9656890034675598, |
|
"learning_rate": 7.164480322906156e-06, |
|
"loss": 8.1706, |
|
"step": 56000 |
|
}, |
|
{ |
|
"epoch": 23.719563392107474, |
|
"grad_norm": 0.9281942248344421, |
|
"learning_rate": 6.155398587285571e-06, |
|
"loss": 8.1148, |
|
"step": 56500 |
|
}, |
|
{ |
|
"epoch": 23.929471032745592, |
|
"grad_norm": 0.9900497198104858, |
|
"learning_rate": 5.146316851664986e-06, |
|
"loss": 8.09, |
|
"step": 57000 |
|
}, |
|
{ |
|
"epoch": 24.13937867338371, |
|
"grad_norm": 1.0370519161224365, |
|
"learning_rate": 4.1372351160444e-06, |
|
"loss": 8.0687, |
|
"step": 57500 |
|
}, |
|
{ |
|
"epoch": 24.349286314021832, |
|
"grad_norm": 1.0472075939178467, |
|
"learning_rate": 3.1281533804238145e-06, |
|
"loss": 8.0603, |
|
"step": 58000 |
|
}, |
|
{ |
|
"epoch": 24.55919395465995, |
|
"grad_norm": 1.0631659030914307, |
|
"learning_rate": 2.1190716448032293e-06, |
|
"loss": 8.0468, |
|
"step": 58500 |
|
}, |
|
{ |
|
"epoch": 24.769101595298068, |
|
"grad_norm": 0.9905564785003662, |
|
"learning_rate": 1.109989909182644e-06, |
|
"loss": 8.0438, |
|
"step": 59000 |
|
}, |
|
{ |
|
"epoch": 24.97900923593619, |
|
"grad_norm": 1.0178414583206177, |
|
"learning_rate": 1.0090817356205853e-07, |
|
"loss": 8.0397, |
|
"step": 59500 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"step": 59550, |
|
"total_flos": 1.5151126801503744e+18, |
|
"train_loss": 8.487465922806464, |
|
"train_runtime": 17081.4633, |
|
"train_samples_per_second": 334.63, |
|
"train_steps_per_second": 3.486 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 59550, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 25, |
|
"save_steps": 10000, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 1.5151126801503744e+18, |
|
"train_batch_size": 96, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|