| { | |
| "best_metric": 9.243675231933594, | |
| "best_model_checkpoint": "tiny_bert_rand_20_v2/checkpoint-10000", | |
| "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": 2.6130077838897705, | |
| "learning_rate": 5e-06, | |
| "loss": 12.7744, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.41981528127623846, | |
| "grad_norm": 1.9487887620925903, | |
| "learning_rate": 1e-05, | |
| "loss": 11.2064, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.6297229219143576, | |
| "grad_norm": 1.1609364748001099, | |
| "learning_rate": 1.5e-05, | |
| "loss": 10.2112, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.8396305625524769, | |
| "grad_norm": 1.2349486351013184, | |
| "learning_rate": 2e-05, | |
| "loss": 10.0102, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.0495382031905962, | |
| "grad_norm": 1.3904448747634888, | |
| "learning_rate": 2.5e-05, | |
| "loss": 9.8928, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 1.2594458438287153, | |
| "grad_norm": 1.5051811933517456, | |
| "learning_rate": 3e-05, | |
| "loss": 9.7899, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.4693534844668346, | |
| "grad_norm": 1.536996603012085, | |
| "learning_rate": 3.5e-05, | |
| "loss": 9.7069, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 1.6792611251049538, | |
| "grad_norm": 1.406592607498169, | |
| "learning_rate": 4e-05, | |
| "loss": 9.6314, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 1.8891687657430731, | |
| "grad_norm": 1.5203056335449219, | |
| "learning_rate": 4.5e-05, | |
| "loss": 9.5531, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 2.0990764063811924, | |
| "grad_norm": 1.6348485946655273, | |
| "learning_rate": 5e-05, | |
| "loss": 9.4856, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 2.3089840470193117, | |
| "grad_norm": 1.514229416847229, | |
| "learning_rate": 5.500000000000001e-05, | |
| "loss": 9.4401, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 2.5188916876574305, | |
| "grad_norm": 1.7469381093978882, | |
| "learning_rate": 6e-05, | |
| "loss": 9.4057, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 2.72879932829555, | |
| "grad_norm": 1.8264902830123901, | |
| "learning_rate": 6.500000000000001e-05, | |
| "loss": 9.3766, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 2.938706968933669, | |
| "grad_norm": 1.6915169954299927, | |
| "learning_rate": 7e-05, | |
| "loss": 9.3484, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 3.1486146095717884, | |
| "grad_norm": 1.769294261932373, | |
| "learning_rate": 7.500000000000001e-05, | |
| "loss": 9.3007, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 3.3585222502099077, | |
| "grad_norm": 2.033007860183716, | |
| "learning_rate": 8e-05, | |
| "loss": 9.2661, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 3.568429890848027, | |
| "grad_norm": 2.237866163253784, | |
| "learning_rate": 8.5e-05, | |
| "loss": 9.2551, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 3.7783375314861463, | |
| "grad_norm": 2.1374595165252686, | |
| "learning_rate": 9e-05, | |
| "loss": 9.2313, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 3.988245172124265, | |
| "grad_norm": 2.173703908920288, | |
| "learning_rate": 9.5e-05, | |
| "loss": 9.2191, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 4.198152812762385, | |
| "grad_norm": 2.779006242752075, | |
| "learning_rate": 0.0001, | |
| "loss": 9.1024, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 4.198152812762385, | |
| "eval_accuracy": 0.15069979687804336, | |
| "eval_loss": 9.243675231933594, | |
| "eval_runtime": 0.9575, | |
| "eval_samples_per_second": 500.245, | |
| "eval_steps_per_second": 5.222, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 4.408060453400504, | |
| "grad_norm": 2.316368818283081, | |
| "learning_rate": 9.899091826437942e-05, | |
| "loss": 9.1014, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 4.617968094038623, | |
| "grad_norm": 2.4037418365478516, | |
| "learning_rate": 9.798183652875883e-05, | |
| "loss": 9.0989, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 4.827875734676742, | |
| "grad_norm": 2.6702349185943604, | |
| "learning_rate": 9.697275479313825e-05, | |
| "loss": 9.1023, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 5.037783375314861, | |
| "grad_norm": 2.4351463317871094, | |
| "learning_rate": 9.596367305751767e-05, | |
| "loss": 9.0706, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 5.247691015952981, | |
| "grad_norm": 2.828047513961792, | |
| "learning_rate": 9.495459132189707e-05, | |
| "loss": 8.9589, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 5.4575986565911, | |
| "grad_norm": 3.002562999725342, | |
| "learning_rate": 9.394550958627649e-05, | |
| "loss": 8.9743, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 5.667506297229219, | |
| "grad_norm": 2.3240981101989746, | |
| "learning_rate": 9.293642785065591e-05, | |
| "loss": 8.9848, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 5.877413937867338, | |
| "grad_norm": 2.7959797382354736, | |
| "learning_rate": 9.192734611503532e-05, | |
| "loss": 8.9831, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 6.087321578505458, | |
| "grad_norm": 2.686533212661743, | |
| "learning_rate": 9.091826437941474e-05, | |
| "loss": 8.9289, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 6.297229219143577, | |
| "grad_norm": 2.45792555809021, | |
| "learning_rate": 8.990918264379415e-05, | |
| "loss": 8.875, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 6.507136859781696, | |
| "grad_norm": 2.2763113975524902, | |
| "learning_rate": 8.890010090817356e-05, | |
| "loss": 8.884, | |
| "step": 15500 | |
| }, | |
| { | |
| "epoch": 6.717044500419815, | |
| "grad_norm": 2.498940944671631, | |
| "learning_rate": 8.789101917255298e-05, | |
| "loss": 8.8944, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 6.926952141057934, | |
| "grad_norm": 3.049781084060669, | |
| "learning_rate": 8.68819374369324e-05, | |
| "loss": 8.9012, | |
| "step": 16500 | |
| }, | |
| { | |
| "epoch": 7.136859781696054, | |
| "grad_norm": 2.3419675827026367, | |
| "learning_rate": 8.58728557013118e-05, | |
| "loss": 8.8163, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 7.346767422334173, | |
| "grad_norm": 2.602226734161377, | |
| "learning_rate": 8.486377396569122e-05, | |
| "loss": 8.7904, | |
| "step": 17500 | |
| }, | |
| { | |
| "epoch": 7.5566750629722925, | |
| "grad_norm": 2.762700319290161, | |
| "learning_rate": 8.385469223007064e-05, | |
| "loss": 8.815, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 7.766582703610411, | |
| "grad_norm": 2.8332741260528564, | |
| "learning_rate": 8.284561049445006e-05, | |
| "loss": 8.8283, | |
| "step": 18500 | |
| }, | |
| { | |
| "epoch": 7.97649034424853, | |
| "grad_norm": 2.8833227157592773, | |
| "learning_rate": 8.183652875882947e-05, | |
| "loss": 8.8307, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 8.18639798488665, | |
| "grad_norm": 2.686835527420044, | |
| "learning_rate": 8.082744702320889e-05, | |
| "loss": 8.7211, | |
| "step": 19500 | |
| }, | |
| { | |
| "epoch": 8.39630562552477, | |
| "grad_norm": 2.750887155532837, | |
| "learning_rate": 7.98183652875883e-05, | |
| "loss": 8.7308, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 8.39630562552477, | |
| "eval_accuracy": 0.15230505906450797, | |
| "eval_loss": 9.404132843017578, | |
| "eval_runtime": 0.687, | |
| "eval_samples_per_second": 697.285, | |
| "eval_steps_per_second": 7.279, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 8.606213266162888, | |
| "grad_norm": 2.781379461288452, | |
| "learning_rate": 7.880928355196771e-05, | |
| "loss": 8.7374, | |
| "step": 20500 | |
| }, | |
| { | |
| "epoch": 8.816120906801007, | |
| "grad_norm": 3.0466349124908447, | |
| "learning_rate": 7.780020181634713e-05, | |
| "loss": 8.7558, | |
| "step": 21000 | |
| }, | |
| { | |
| "epoch": 9.026028547439127, | |
| "grad_norm": 3.205801248550415, | |
| "learning_rate": 7.679112008072655e-05, | |
| "loss": 8.7396, | |
| "step": 21500 | |
| }, | |
| { | |
| "epoch": 9.235936188077247, | |
| "grad_norm": 3.279179334640503, | |
| "learning_rate": 7.578203834510595e-05, | |
| "loss": 8.6237, | |
| "step": 22000 | |
| }, | |
| { | |
| "epoch": 9.445843828715365, | |
| "grad_norm": 2.839015007019043, | |
| "learning_rate": 7.477295660948537e-05, | |
| "loss": 8.635, | |
| "step": 22500 | |
| }, | |
| { | |
| "epoch": 9.655751469353484, | |
| "grad_norm": 2.7180089950561523, | |
| "learning_rate": 7.376387487386479e-05, | |
| "loss": 8.6638, | |
| "step": 23000 | |
| }, | |
| { | |
| "epoch": 9.865659109991604, | |
| "grad_norm": 3.3253207206726074, | |
| "learning_rate": 7.27547931382442e-05, | |
| "loss": 8.6629, | |
| "step": 23500 | |
| }, | |
| { | |
| "epoch": 10.075566750629722, | |
| "grad_norm": 3.483107089996338, | |
| "learning_rate": 7.174571140262362e-05, | |
| "loss": 8.6009, | |
| "step": 24000 | |
| }, | |
| { | |
| "epoch": 10.285474391267842, | |
| "grad_norm": 3.4180562496185303, | |
| "learning_rate": 7.073662966700304e-05, | |
| "loss": 8.5001, | |
| "step": 24500 | |
| }, | |
| { | |
| "epoch": 10.495382031905962, | |
| "grad_norm": 3.278217077255249, | |
| "learning_rate": 6.972754793138244e-05, | |
| "loss": 8.5159, | |
| "step": 25000 | |
| }, | |
| { | |
| "epoch": 10.705289672544081, | |
| "grad_norm": 3.70385479927063, | |
| "learning_rate": 6.871846619576186e-05, | |
| "loss": 8.5354, | |
| "step": 25500 | |
| }, | |
| { | |
| "epoch": 10.9151973131822, | |
| "grad_norm": 3.487703561782837, | |
| "learning_rate": 6.770938446014128e-05, | |
| "loss": 8.56, | |
| "step": 26000 | |
| }, | |
| { | |
| "epoch": 11.125104953820319, | |
| "grad_norm": 4.552535057067871, | |
| "learning_rate": 6.670030272452068e-05, | |
| "loss": 8.4245, | |
| "step": 26500 | |
| }, | |
| { | |
| "epoch": 11.335012594458439, | |
| "grad_norm": 4.1042022705078125, | |
| "learning_rate": 6.56912209889001e-05, | |
| "loss": 8.3508, | |
| "step": 27000 | |
| }, | |
| { | |
| "epoch": 11.544920235096557, | |
| "grad_norm": 4.3246941566467285, | |
| "learning_rate": 6.468213925327952e-05, | |
| "loss": 8.3758, | |
| "step": 27500 | |
| }, | |
| { | |
| "epoch": 11.754827875734676, | |
| "grad_norm": 3.9653408527374268, | |
| "learning_rate": 6.367305751765893e-05, | |
| "loss": 8.3897, | |
| "step": 28000 | |
| }, | |
| { | |
| "epoch": 11.964735516372796, | |
| "grad_norm": 4.222130298614502, | |
| "learning_rate": 6.266397578203835e-05, | |
| "loss": 8.4155, | |
| "step": 28500 | |
| }, | |
| { | |
| "epoch": 12.174643157010916, | |
| "grad_norm": 4.950220108032227, | |
| "learning_rate": 6.165489404641777e-05, | |
| "loss": 8.2098, | |
| "step": 29000 | |
| }, | |
| { | |
| "epoch": 12.384550797649034, | |
| "grad_norm": 4.2607550621032715, | |
| "learning_rate": 6.064581231079718e-05, | |
| "loss": 8.175, | |
| "step": 29500 | |
| }, | |
| { | |
| "epoch": 12.594458438287154, | |
| "grad_norm": 5.873214244842529, | |
| "learning_rate": 5.963673057517659e-05, | |
| "loss": 8.2147, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 12.594458438287154, | |
| "eval_accuracy": 0.1539860648627473, | |
| "eval_loss": 9.970804214477539, | |
| "eval_runtime": 0.7285, | |
| "eval_samples_per_second": 657.471, | |
| "eval_steps_per_second": 6.863, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 12.804366078925273, | |
| "grad_norm": 4.897546291351318, | |
| "learning_rate": 5.8627648839556e-05, | |
| "loss": 8.2332, | |
| "step": 30500 | |
| }, | |
| { | |
| "epoch": 13.014273719563391, | |
| "grad_norm": 4.54090690612793, | |
| "learning_rate": 5.7618567103935416e-05, | |
| "loss": 8.2306, | |
| "step": 31000 | |
| }, | |
| { | |
| "epoch": 13.224181360201511, | |
| "grad_norm": 5.108377456665039, | |
| "learning_rate": 5.660948536831484e-05, | |
| "loss": 7.9821, | |
| "step": 31500 | |
| }, | |
| { | |
| "epoch": 13.43408900083963, | |
| "grad_norm": 5.725313186645508, | |
| "learning_rate": 5.5600403632694254e-05, | |
| "loss": 8.0109, | |
| "step": 32000 | |
| }, | |
| { | |
| "epoch": 13.64399664147775, | |
| "grad_norm": 5.594811916351318, | |
| "learning_rate": 5.4591321897073666e-05, | |
| "loss": 8.0542, | |
| "step": 32500 | |
| }, | |
| { | |
| "epoch": 13.853904282115868, | |
| "grad_norm": 5.017056941986084, | |
| "learning_rate": 5.358224016145308e-05, | |
| "loss": 8.0684, | |
| "step": 33000 | |
| }, | |
| { | |
| "epoch": 14.063811922753988, | |
| "grad_norm": 5.904685020446777, | |
| "learning_rate": 5.257315842583249e-05, | |
| "loss": 7.9952, | |
| "step": 33500 | |
| }, | |
| { | |
| "epoch": 14.273719563392108, | |
| "grad_norm": 7.006627559661865, | |
| "learning_rate": 5.15640766902119e-05, | |
| "loss": 7.8221, | |
| "step": 34000 | |
| }, | |
| { | |
| "epoch": 14.483627204030226, | |
| "grad_norm": 6.2029266357421875, | |
| "learning_rate": 5.055499495459133e-05, | |
| "loss": 7.858, | |
| "step": 34500 | |
| }, | |
| { | |
| "epoch": 14.693534844668346, | |
| "grad_norm": 5.595657825469971, | |
| "learning_rate": 4.954591321897074e-05, | |
| "loss": 7.8832, | |
| "step": 35000 | |
| }, | |
| { | |
| "epoch": 14.903442485306465, | |
| "grad_norm": 6.32289457321167, | |
| "learning_rate": 4.853683148335015e-05, | |
| "loss": 7.9024, | |
| "step": 35500 | |
| }, | |
| { | |
| "epoch": 15.113350125944585, | |
| "grad_norm": 5.871936798095703, | |
| "learning_rate": 4.7527749747729566e-05, | |
| "loss": 7.7625, | |
| "step": 36000 | |
| }, | |
| { | |
| "epoch": 15.323257766582703, | |
| "grad_norm": 6.5099992752075195, | |
| "learning_rate": 4.6518668012108985e-05, | |
| "loss": 7.6751, | |
| "step": 36500 | |
| }, | |
| { | |
| "epoch": 15.533165407220823, | |
| "grad_norm": 6.116209506988525, | |
| "learning_rate": 4.55095862764884e-05, | |
| "loss": 7.7103, | |
| "step": 37000 | |
| }, | |
| { | |
| "epoch": 15.743073047858942, | |
| "grad_norm": 6.561167240142822, | |
| "learning_rate": 4.450050454086781e-05, | |
| "loss": 7.7243, | |
| "step": 37500 | |
| }, | |
| { | |
| "epoch": 15.95298068849706, | |
| "grad_norm": 6.933249473571777, | |
| "learning_rate": 4.349142280524723e-05, | |
| "loss": 7.7405, | |
| "step": 38000 | |
| }, | |
| { | |
| "epoch": 16.162888329135182, | |
| "grad_norm": 7.447343826293945, | |
| "learning_rate": 4.248234106962664e-05, | |
| "loss": 7.5561, | |
| "step": 38500 | |
| }, | |
| { | |
| "epoch": 16.3727959697733, | |
| "grad_norm": 7.856605529785156, | |
| "learning_rate": 4.147325933400605e-05, | |
| "loss": 7.5321, | |
| "step": 39000 | |
| }, | |
| { | |
| "epoch": 16.582703610411418, | |
| "grad_norm": 6.8672871589660645, | |
| "learning_rate": 4.046417759838547e-05, | |
| "loss": 7.5549, | |
| "step": 39500 | |
| }, | |
| { | |
| "epoch": 16.79261125104954, | |
| "grad_norm": 7.581363201141357, | |
| "learning_rate": 3.9455095862764884e-05, | |
| "loss": 7.5753, | |
| "step": 40000 | |
| }, | |
| { | |
| "epoch": 16.79261125104954, | |
| "eval_accuracy": 0.15097566446114163, | |
| "eval_loss": 10.770827293395996, | |
| "eval_runtime": 1.8438, | |
| "eval_samples_per_second": 259.784, | |
| "eval_steps_per_second": 2.712, | |
| "step": 40000 | |
| }, | |
| { | |
| "epoch": 17.002518891687657, | |
| "grad_norm": 7.250075817108154, | |
| "learning_rate": 3.84460141271443e-05, | |
| "loss": 7.6011, | |
| "step": 40500 | |
| }, | |
| { | |
| "epoch": 17.212426532325775, | |
| "grad_norm": 6.583193778991699, | |
| "learning_rate": 3.7436932391523715e-05, | |
| "loss": 7.3702, | |
| "step": 41000 | |
| }, | |
| { | |
| "epoch": 17.422334172963897, | |
| "grad_norm": 7.613584995269775, | |
| "learning_rate": 3.642785065590313e-05, | |
| "loss": 7.3946, | |
| "step": 41500 | |
| }, | |
| { | |
| "epoch": 17.632241813602015, | |
| "grad_norm": 7.3677802085876465, | |
| "learning_rate": 3.541876892028255e-05, | |
| "loss": 7.4185, | |
| "step": 42000 | |
| }, | |
| { | |
| "epoch": 17.842149454240133, | |
| "grad_norm": 7.598528861999512, | |
| "learning_rate": 3.440968718466196e-05, | |
| "loss": 7.4436, | |
| "step": 42500 | |
| }, | |
| { | |
| "epoch": 18.052057094878254, | |
| "grad_norm": 7.344916820526123, | |
| "learning_rate": 3.340060544904137e-05, | |
| "loss": 7.4036, | |
| "step": 43000 | |
| }, | |
| { | |
| "epoch": 18.261964735516372, | |
| "grad_norm": 6.601145267486572, | |
| "learning_rate": 3.239152371342079e-05, | |
| "loss": 7.2479, | |
| "step": 43500 | |
| }, | |
| { | |
| "epoch": 18.471872376154494, | |
| "grad_norm": 8.270407676696777, | |
| "learning_rate": 3.13824419778002e-05, | |
| "loss": 7.2709, | |
| "step": 44000 | |
| }, | |
| { | |
| "epoch": 18.68178001679261, | |
| "grad_norm": 8.377107620239258, | |
| "learning_rate": 3.0373360242179615e-05, | |
| "loss": 7.3051, | |
| "step": 44500 | |
| }, | |
| { | |
| "epoch": 18.89168765743073, | |
| "grad_norm": 8.57275104522705, | |
| "learning_rate": 2.9364278506559034e-05, | |
| "loss": 7.3261, | |
| "step": 45000 | |
| }, | |
| { | |
| "epoch": 19.10159529806885, | |
| "grad_norm": 8.127633094787598, | |
| "learning_rate": 2.8355196770938446e-05, | |
| "loss": 7.2216, | |
| "step": 45500 | |
| }, | |
| { | |
| "epoch": 19.31150293870697, | |
| "grad_norm": 8.819077491760254, | |
| "learning_rate": 2.734611503531786e-05, | |
| "loss": 7.1496, | |
| "step": 46000 | |
| }, | |
| { | |
| "epoch": 19.521410579345087, | |
| "grad_norm": 8.62332534790039, | |
| "learning_rate": 2.6337033299697278e-05, | |
| "loss": 7.1705, | |
| "step": 46500 | |
| }, | |
| { | |
| "epoch": 19.73131821998321, | |
| "grad_norm": 8.724237442016602, | |
| "learning_rate": 2.532795156407669e-05, | |
| "loss": 7.1817, | |
| "step": 47000 | |
| }, | |
| { | |
| "epoch": 19.941225860621326, | |
| "grad_norm": 8.85011100769043, | |
| "learning_rate": 2.4318869828456106e-05, | |
| "loss": 7.1885, | |
| "step": 47500 | |
| }, | |
| { | |
| "epoch": 20.151133501259444, | |
| "grad_norm": 8.974445343017578, | |
| "learning_rate": 2.330978809283552e-05, | |
| "loss": 7.0751, | |
| "step": 48000 | |
| }, | |
| { | |
| "epoch": 20.361041141897566, | |
| "grad_norm": 11.303741455078125, | |
| "learning_rate": 2.2300706357214934e-05, | |
| "loss": 7.0533, | |
| "step": 48500 | |
| }, | |
| { | |
| "epoch": 20.570948782535684, | |
| "grad_norm": 8.581236839294434, | |
| "learning_rate": 2.129162462159435e-05, | |
| "loss": 7.0637, | |
| "step": 49000 | |
| }, | |
| { | |
| "epoch": 20.7808564231738, | |
| "grad_norm": 9.926290512084961, | |
| "learning_rate": 2.0282542885973765e-05, | |
| "loss": 7.0734, | |
| "step": 49500 | |
| }, | |
| { | |
| "epoch": 20.990764063811923, | |
| "grad_norm": 8.554856300354004, | |
| "learning_rate": 1.927346115035318e-05, | |
| "loss": 7.0936, | |
| "step": 50000 | |
| }, | |
| { | |
| "epoch": 20.990764063811923, | |
| "eval_accuracy": 0.1511200829898786, | |
| "eval_loss": 11.395831108093262, | |
| "eval_runtime": 0.6862, | |
| "eval_samples_per_second": 698.003, | |
| "eval_steps_per_second": 7.286, | |
| "step": 50000 | |
| }, | |
| { | |
| "epoch": 21.20067170445004, | |
| "grad_norm": 8.856547355651855, | |
| "learning_rate": 1.8264379414732593e-05, | |
| "loss": 6.9504, | |
| "step": 50500 | |
| }, | |
| { | |
| "epoch": 21.410579345088163, | |
| "grad_norm": 8.438743591308594, | |
| "learning_rate": 1.725529767911201e-05, | |
| "loss": 6.9607, | |
| "step": 51000 | |
| }, | |
| { | |
| "epoch": 21.62048698572628, | |
| "grad_norm": 9.606910705566406, | |
| "learning_rate": 1.6246215943491424e-05, | |
| "loss": 6.9817, | |
| "step": 51500 | |
| }, | |
| { | |
| "epoch": 21.8303946263644, | |
| "grad_norm": 9.459112167358398, | |
| "learning_rate": 1.5237134207870837e-05, | |
| "loss": 6.9872, | |
| "step": 52000 | |
| }, | |
| { | |
| "epoch": 22.04030226700252, | |
| "grad_norm": 8.481375694274902, | |
| "learning_rate": 1.4228052472250252e-05, | |
| "loss": 6.9726, | |
| "step": 52500 | |
| }, | |
| { | |
| "epoch": 22.250209907640638, | |
| "grad_norm": 8.331954002380371, | |
| "learning_rate": 1.3218970736629668e-05, | |
| "loss": 6.8827, | |
| "step": 53000 | |
| }, | |
| { | |
| "epoch": 22.460117548278756, | |
| "grad_norm": 8.738556861877441, | |
| "learning_rate": 1.2209889001009082e-05, | |
| "loss": 6.8867, | |
| "step": 53500 | |
| }, | |
| { | |
| "epoch": 22.670025188916878, | |
| "grad_norm": 8.790620803833008, | |
| "learning_rate": 1.1200807265388496e-05, | |
| "loss": 6.8981, | |
| "step": 54000 | |
| }, | |
| { | |
| "epoch": 22.879932829554996, | |
| "grad_norm": 9.088656425476074, | |
| "learning_rate": 1.0191725529767912e-05, | |
| "loss": 6.8966, | |
| "step": 54500 | |
| }, | |
| { | |
| "epoch": 23.089840470193113, | |
| "grad_norm": 7.995791435241699, | |
| "learning_rate": 9.182643794147326e-06, | |
| "loss": 6.8673, | |
| "step": 55000 | |
| }, | |
| { | |
| "epoch": 23.299748110831235, | |
| "grad_norm": 9.11633014678955, | |
| "learning_rate": 8.173562058526741e-06, | |
| "loss": 6.8176, | |
| "step": 55500 | |
| }, | |
| { | |
| "epoch": 23.509655751469353, | |
| "grad_norm": 9.16334342956543, | |
| "learning_rate": 7.164480322906156e-06, | |
| "loss": 6.8408, | |
| "step": 56000 | |
| }, | |
| { | |
| "epoch": 23.719563392107474, | |
| "grad_norm": 9.88434886932373, | |
| "learning_rate": 6.155398587285571e-06, | |
| "loss": 6.8215, | |
| "step": 56500 | |
| }, | |
| { | |
| "epoch": 23.929471032745592, | |
| "grad_norm": 9.812824249267578, | |
| "learning_rate": 5.146316851664986e-06, | |
| "loss": 6.844, | |
| "step": 57000 | |
| }, | |
| { | |
| "epoch": 24.13937867338371, | |
| "grad_norm": 9.951552391052246, | |
| "learning_rate": 4.1372351160444e-06, | |
| "loss": 6.7985, | |
| "step": 57500 | |
| }, | |
| { | |
| "epoch": 24.349286314021832, | |
| "grad_norm": 8.857964515686035, | |
| "learning_rate": 3.1281533804238145e-06, | |
| "loss": 6.8, | |
| "step": 58000 | |
| }, | |
| { | |
| "epoch": 24.55919395465995, | |
| "grad_norm": 10.355735778808594, | |
| "learning_rate": 2.1190716448032293e-06, | |
| "loss": 6.8036, | |
| "step": 58500 | |
| }, | |
| { | |
| "epoch": 24.769101595298068, | |
| "grad_norm": 9.625215530395508, | |
| "learning_rate": 1.109989909182644e-06, | |
| "loss": 6.7907, | |
| "step": 59000 | |
| }, | |
| { | |
| "epoch": 24.97900923593619, | |
| "grad_norm": 9.651956558227539, | |
| "learning_rate": 1.0090817356205853e-07, | |
| "loss": 6.7857, | |
| "step": 59500 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "step": 59550, | |
| "total_flos": 3.051148107142656e+17, | |
| "train_loss": 8.201283628782438, | |
| "train_runtime": 12621.2502, | |
| "train_samples_per_second": 452.885, | |
| "train_steps_per_second": 4.718 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 59550, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 25, | |
| "save_steps": 10000, | |
| "total_flos": 3.051148107142656e+17, | |
| "train_batch_size": 96, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |