| { | |
| "best_metric": 10.877917289733887, | |
| "best_model_checkpoint": "tiny_bert_rand_100_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": 2.6227288246154785, | |
| "learning_rate": 5e-06, | |
| "loss": 14.3832, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.41981528127623846, | |
| "grad_norm": 1.8764026165008545, | |
| "learning_rate": 1e-05, | |
| "loss": 12.8296, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.6297229219143576, | |
| "grad_norm": 1.4561502933502197, | |
| "learning_rate": 1.5e-05, | |
| "loss": 11.8295, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.8396305625524769, | |
| "grad_norm": 1.6282973289489746, | |
| "learning_rate": 2e-05, | |
| "loss": 11.628, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.0495382031905962, | |
| "grad_norm": 1.4469887018203735, | |
| "learning_rate": 2.5e-05, | |
| "loss": 11.5129, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 1.2594458438287153, | |
| "grad_norm": 1.505755066871643, | |
| "learning_rate": 3e-05, | |
| "loss": 11.4056, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.4693534844668346, | |
| "grad_norm": 1.7616183757781982, | |
| "learning_rate": 3.5e-05, | |
| "loss": 11.3201, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 1.6792611251049538, | |
| "grad_norm": 1.473453164100647, | |
| "learning_rate": 4e-05, | |
| "loss": 11.2415, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 1.8891687657430731, | |
| "grad_norm": 1.6783679723739624, | |
| "learning_rate": 4.5e-05, | |
| "loss": 11.1662, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 2.0990764063811924, | |
| "grad_norm": 1.814674973487854, | |
| "learning_rate": 5e-05, | |
| "loss": 11.0977, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 2.3089840470193117, | |
| "grad_norm": 1.694793701171875, | |
| "learning_rate": 5.500000000000001e-05, | |
| "loss": 11.051, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 2.5188916876574305, | |
| "grad_norm": 1.7509475946426392, | |
| "learning_rate": 6e-05, | |
| "loss": 11.0192, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 2.72879932829555, | |
| "grad_norm": 1.7445567846298218, | |
| "learning_rate": 6.500000000000001e-05, | |
| "loss": 10.9921, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 2.938706968933669, | |
| "grad_norm": 1.6910563707351685, | |
| "learning_rate": 7e-05, | |
| "loss": 10.9693, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 3.1486146095717884, | |
| "grad_norm": 1.7993345260620117, | |
| "learning_rate": 7.500000000000001e-05, | |
| "loss": 10.9022, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 3.3585222502099077, | |
| "grad_norm": 1.9512734413146973, | |
| "learning_rate": 8e-05, | |
| "loss": 10.8689, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 3.568429890848027, | |
| "grad_norm": 2.025214672088623, | |
| "learning_rate": 8.5e-05, | |
| "loss": 10.8571, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 3.7783375314861463, | |
| "grad_norm": 2.087209463119507, | |
| "learning_rate": 9e-05, | |
| "loss": 10.8382, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 3.988245172124265, | |
| "grad_norm": 2.030062198638916, | |
| "learning_rate": 9.5e-05, | |
| "loss": 10.821, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 4.198152812762385, | |
| "grad_norm": 2.390781879425049, | |
| "learning_rate": 0.0001, | |
| "loss": 10.6784, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 4.198152812762385, | |
| "eval_accuracy": 0.1500876485155402, | |
| "eval_loss": 10.877917289733887, | |
| "eval_runtime": 0.7308, | |
| "eval_samples_per_second": 655.449, | |
| "eval_steps_per_second": 6.842, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 4.408060453400504, | |
| "grad_norm": 2.3683950901031494, | |
| "learning_rate": 9.899091826437942e-05, | |
| "loss": 10.6692, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 4.617968094038623, | |
| "grad_norm": 2.8667867183685303, | |
| "learning_rate": 9.798183652875883e-05, | |
| "loss": 10.6567, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 4.827875734676742, | |
| "grad_norm": 2.78804874420166, | |
| "learning_rate": 9.697275479313825e-05, | |
| "loss": 10.6613, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 5.037783375314861, | |
| "grad_norm": 2.823746681213379, | |
| "learning_rate": 9.596367305751767e-05, | |
| "loss": 10.6069, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 5.247691015952981, | |
| "grad_norm": 3.034684419631958, | |
| "learning_rate": 9.495459132189707e-05, | |
| "loss": 10.442, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 5.4575986565911, | |
| "grad_norm": 2.8574166297912598, | |
| "learning_rate": 9.394550958627649e-05, | |
| "loss": 10.4477, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 5.667506297229219, | |
| "grad_norm": 3.1504855155944824, | |
| "learning_rate": 9.293642785065591e-05, | |
| "loss": 10.4651, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 5.877413937867338, | |
| "grad_norm": 3.020800828933716, | |
| "learning_rate": 9.192734611503532e-05, | |
| "loss": 10.4799, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 6.087321578505458, | |
| "grad_norm": 3.036743640899658, | |
| "learning_rate": 9.091826437941474e-05, | |
| "loss": 10.3752, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 6.297229219143577, | |
| "grad_norm": 3.0110838413238525, | |
| "learning_rate": 8.990918264379415e-05, | |
| "loss": 10.272, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 6.507136859781696, | |
| "grad_norm": 3.3376975059509277, | |
| "learning_rate": 8.890010090817356e-05, | |
| "loss": 10.2982, | |
| "step": 15500 | |
| }, | |
| { | |
| "epoch": 6.717044500419815, | |
| "grad_norm": 3.2656025886535645, | |
| "learning_rate": 8.789101917255298e-05, | |
| "loss": 10.3262, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 6.926952141057934, | |
| "grad_norm": 3.2516350746154785, | |
| "learning_rate": 8.68819374369324e-05, | |
| "loss": 10.3482, | |
| "step": 16500 | |
| }, | |
| { | |
| "epoch": 7.136859781696054, | |
| "grad_norm": 3.389404535293579, | |
| "learning_rate": 8.58728557013118e-05, | |
| "loss": 10.1959, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 7.346767422334173, | |
| "grad_norm": 3.69683837890625, | |
| "learning_rate": 8.486377396569122e-05, | |
| "loss": 10.1418, | |
| "step": 17500 | |
| }, | |
| { | |
| "epoch": 7.5566750629722925, | |
| "grad_norm": 3.3357648849487305, | |
| "learning_rate": 8.385469223007064e-05, | |
| "loss": 10.1816, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 7.766582703610411, | |
| "grad_norm": 3.374206066131592, | |
| "learning_rate": 8.284561049445006e-05, | |
| "loss": 10.2132, | |
| "step": 18500 | |
| }, | |
| { | |
| "epoch": 7.97649034424853, | |
| "grad_norm": 3.306196928024292, | |
| "learning_rate": 8.183652875882947e-05, | |
| "loss": 10.2229, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 8.18639798488665, | |
| "grad_norm": 3.6772420406341553, | |
| "learning_rate": 8.082744702320889e-05, | |
| "loss": 10.0083, | |
| "step": 19500 | |
| }, | |
| { | |
| "epoch": 8.39630562552477, | |
| "grad_norm": 3.798260450363159, | |
| "learning_rate": 7.98183652875883e-05, | |
| "loss": 10.0232, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 8.39630562552477, | |
| "eval_accuracy": 0.15295041948427285, | |
| "eval_loss": 11.155789375305176, | |
| "eval_runtime": 0.7248, | |
| "eval_samples_per_second": 660.903, | |
| "eval_steps_per_second": 6.899, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 8.606213266162888, | |
| "grad_norm": 3.7763068675994873, | |
| "learning_rate": 7.880928355196771e-05, | |
| "loss": 10.0465, | |
| "step": 20500 | |
| }, | |
| { | |
| "epoch": 8.816120906801007, | |
| "grad_norm": 3.530777931213379, | |
| "learning_rate": 7.780020181634713e-05, | |
| "loss": 10.0932, | |
| "step": 21000 | |
| }, | |
| { | |
| "epoch": 9.026028547439127, | |
| "grad_norm": 3.9749209880828857, | |
| "learning_rate": 7.679112008072655e-05, | |
| "loss": 10.0535, | |
| "step": 21500 | |
| }, | |
| { | |
| "epoch": 9.235936188077247, | |
| "grad_norm": 4.1896843910217285, | |
| "learning_rate": 7.578203834510595e-05, | |
| "loss": 9.824, | |
| "step": 22000 | |
| }, | |
| { | |
| "epoch": 9.445843828715365, | |
| "grad_norm": 4.39830207824707, | |
| "learning_rate": 7.477295660948537e-05, | |
| "loss": 9.8569, | |
| "step": 22500 | |
| }, | |
| { | |
| "epoch": 9.655751469353484, | |
| "grad_norm": 4.277210712432861, | |
| "learning_rate": 7.376387487386479e-05, | |
| "loss": 9.9004, | |
| "step": 23000 | |
| }, | |
| { | |
| "epoch": 9.865659109991604, | |
| "grad_norm": 4.306820392608643, | |
| "learning_rate": 7.27547931382442e-05, | |
| "loss": 9.9117, | |
| "step": 23500 | |
| }, | |
| { | |
| "epoch": 10.075566750629722, | |
| "grad_norm": 4.395482063293457, | |
| "learning_rate": 7.174571140262362e-05, | |
| "loss": 9.8127, | |
| "step": 24000 | |
| }, | |
| { | |
| "epoch": 10.285474391267842, | |
| "grad_norm": 4.56743049621582, | |
| "learning_rate": 7.073662966700304e-05, | |
| "loss": 9.6301, | |
| "step": 24500 | |
| }, | |
| { | |
| "epoch": 10.495382031905962, | |
| "grad_norm": 4.907061576843262, | |
| "learning_rate": 6.972754793138244e-05, | |
| "loss": 9.6473, | |
| "step": 25000 | |
| }, | |
| { | |
| "epoch": 10.705289672544081, | |
| "grad_norm": 4.961501121520996, | |
| "learning_rate": 6.871846619576186e-05, | |
| "loss": 9.6806, | |
| "step": 25500 | |
| }, | |
| { | |
| "epoch": 10.9151973131822, | |
| "grad_norm": 5.273646354675293, | |
| "learning_rate": 6.770938446014128e-05, | |
| "loss": 9.7101, | |
| "step": 26000 | |
| }, | |
| { | |
| "epoch": 11.125104953820319, | |
| "grad_norm": 5.380168914794922, | |
| "learning_rate": 6.670030272452068e-05, | |
| "loss": 9.5095, | |
| "step": 26500 | |
| }, | |
| { | |
| "epoch": 11.335012594458439, | |
| "grad_norm": 5.709550857543945, | |
| "learning_rate": 6.56912209889001e-05, | |
| "loss": 9.3969, | |
| "step": 27000 | |
| }, | |
| { | |
| "epoch": 11.544920235096557, | |
| "grad_norm": 5.763561248779297, | |
| "learning_rate": 6.468213925327952e-05, | |
| "loss": 9.4286, | |
| "step": 27500 | |
| }, | |
| { | |
| "epoch": 11.754827875734676, | |
| "grad_norm": 5.631028175354004, | |
| "learning_rate": 6.367305751765893e-05, | |
| "loss": 9.4604, | |
| "step": 28000 | |
| }, | |
| { | |
| "epoch": 11.964735516372796, | |
| "grad_norm": 5.918311595916748, | |
| "learning_rate": 6.266397578203835e-05, | |
| "loss": 9.4802, | |
| "step": 28500 | |
| }, | |
| { | |
| "epoch": 12.174643157010916, | |
| "grad_norm": 6.19346809387207, | |
| "learning_rate": 6.165489404641777e-05, | |
| "loss": 9.173, | |
| "step": 29000 | |
| }, | |
| { | |
| "epoch": 12.384550797649034, | |
| "grad_norm": 6.1046061515808105, | |
| "learning_rate": 6.064581231079718e-05, | |
| "loss": 9.138, | |
| "step": 29500 | |
| }, | |
| { | |
| "epoch": 12.594458438287154, | |
| "grad_norm": 6.77022647857666, | |
| "learning_rate": 5.963673057517659e-05, | |
| "loss": 9.1752, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 12.594458438287154, | |
| "eval_accuracy": 0.1537062428295604, | |
| "eval_loss": 11.716165542602539, | |
| "eval_runtime": 0.7187, | |
| "eval_samples_per_second": 666.444, | |
| "eval_steps_per_second": 6.957, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 12.804366078925273, | |
| "grad_norm": 6.768683910369873, | |
| "learning_rate": 5.8627648839556e-05, | |
| "loss": 9.208, | |
| "step": 30500 | |
| }, | |
| { | |
| "epoch": 13.014273719563391, | |
| "grad_norm": 7.0972208976745605, | |
| "learning_rate": 5.7618567103935416e-05, | |
| "loss": 9.1954, | |
| "step": 31000 | |
| }, | |
| { | |
| "epoch": 13.224181360201511, | |
| "grad_norm": 6.531957626342773, | |
| "learning_rate": 5.660948536831484e-05, | |
| "loss": 8.8417, | |
| "step": 31500 | |
| }, | |
| { | |
| "epoch": 13.43408900083963, | |
| "grad_norm": 7.456687927246094, | |
| "learning_rate": 5.5600403632694254e-05, | |
| "loss": 8.8852, | |
| "step": 32000 | |
| }, | |
| { | |
| "epoch": 13.64399664147775, | |
| "grad_norm": 7.331772804260254, | |
| "learning_rate": 5.4591321897073666e-05, | |
| "loss": 8.9337, | |
| "step": 32500 | |
| }, | |
| { | |
| "epoch": 13.853904282115868, | |
| "grad_norm": 7.22735071182251, | |
| "learning_rate": 5.358224016145308e-05, | |
| "loss": 8.9578, | |
| "step": 33000 | |
| }, | |
| { | |
| "epoch": 14.063811922753988, | |
| "grad_norm": 7.088395118713379, | |
| "learning_rate": 5.257315842583249e-05, | |
| "loss": 8.8495, | |
| "step": 33500 | |
| }, | |
| { | |
| "epoch": 14.273719563392108, | |
| "grad_norm": 8.663612365722656, | |
| "learning_rate": 5.15640766902119e-05, | |
| "loss": 8.5942, | |
| "step": 34000 | |
| }, | |
| { | |
| "epoch": 14.483627204030226, | |
| "grad_norm": 7.5975847244262695, | |
| "learning_rate": 5.055499495459133e-05, | |
| "loss": 8.6454, | |
| "step": 34500 | |
| }, | |
| { | |
| "epoch": 14.693534844668346, | |
| "grad_norm": 7.2629876136779785, | |
| "learning_rate": 4.954591321897074e-05, | |
| "loss": 8.6736, | |
| "step": 35000 | |
| }, | |
| { | |
| "epoch": 14.903442485306465, | |
| "grad_norm": 7.846585273742676, | |
| "learning_rate": 4.853683148335015e-05, | |
| "loss": 8.7, | |
| "step": 35500 | |
| }, | |
| { | |
| "epoch": 15.113350125944585, | |
| "grad_norm": 8.747940063476562, | |
| "learning_rate": 4.7527749747729566e-05, | |
| "loss": 8.5133, | |
| "step": 36000 | |
| }, | |
| { | |
| "epoch": 15.323257766582703, | |
| "grad_norm": 9.021889686584473, | |
| "learning_rate": 4.6518668012108985e-05, | |
| "loss": 8.3672, | |
| "step": 36500 | |
| }, | |
| { | |
| "epoch": 15.533165407220823, | |
| "grad_norm": 8.786920547485352, | |
| "learning_rate": 4.55095862764884e-05, | |
| "loss": 8.4053, | |
| "step": 37000 | |
| }, | |
| { | |
| "epoch": 15.743073047858942, | |
| "grad_norm": 8.324206352233887, | |
| "learning_rate": 4.450050454086781e-05, | |
| "loss": 8.4422, | |
| "step": 37500 | |
| }, | |
| { | |
| "epoch": 15.95298068849706, | |
| "grad_norm": 9.694009780883789, | |
| "learning_rate": 4.349142280524723e-05, | |
| "loss": 8.4855, | |
| "step": 38000 | |
| }, | |
| { | |
| "epoch": 16.162888329135182, | |
| "grad_norm": 9.064590454101562, | |
| "learning_rate": 4.248234106962664e-05, | |
| "loss": 8.192, | |
| "step": 38500 | |
| }, | |
| { | |
| "epoch": 16.3727959697733, | |
| "grad_norm": 9.216103553771973, | |
| "learning_rate": 4.147325933400605e-05, | |
| "loss": 8.1601, | |
| "step": 39000 | |
| }, | |
| { | |
| "epoch": 16.582703610411418, | |
| "grad_norm": 9.250482559204102, | |
| "learning_rate": 4.046417759838547e-05, | |
| "loss": 8.1841, | |
| "step": 39500 | |
| }, | |
| { | |
| "epoch": 16.79261125104954, | |
| "grad_norm": 9.507728576660156, | |
| "learning_rate": 3.9455095862764884e-05, | |
| "loss": 8.2175, | |
| "step": 40000 | |
| }, | |
| { | |
| "epoch": 16.79261125104954, | |
| "eval_accuracy": 0.15125602781204442, | |
| "eval_loss": 12.658378601074219, | |
| "eval_runtime": 0.7467, | |
| "eval_samples_per_second": 641.519, | |
| "eval_steps_per_second": 6.696, | |
| "step": 40000 | |
| }, | |
| { | |
| "epoch": 17.002518891687657, | |
| "grad_norm": 8.521580696105957, | |
| "learning_rate": 3.84460141271443e-05, | |
| "loss": 8.252, | |
| "step": 40500 | |
| }, | |
| { | |
| "epoch": 17.212426532325775, | |
| "grad_norm": 8.822457313537598, | |
| "learning_rate": 3.7436932391523715e-05, | |
| "loss": 7.9128, | |
| "step": 41000 | |
| }, | |
| { | |
| "epoch": 17.422334172963897, | |
| "grad_norm": 10.097407341003418, | |
| "learning_rate": 3.642785065590313e-05, | |
| "loss": 7.9455, | |
| "step": 41500 | |
| }, | |
| { | |
| "epoch": 17.632241813602015, | |
| "grad_norm": 10.7813081741333, | |
| "learning_rate": 3.541876892028255e-05, | |
| "loss": 7.9851, | |
| "step": 42000 | |
| }, | |
| { | |
| "epoch": 17.842149454240133, | |
| "grad_norm": 9.292275428771973, | |
| "learning_rate": 3.440968718466196e-05, | |
| "loss": 8.0182, | |
| "step": 42500 | |
| }, | |
| { | |
| "epoch": 18.052057094878254, | |
| "grad_norm": 9.53646183013916, | |
| "learning_rate": 3.340060544904137e-05, | |
| "loss": 7.9434, | |
| "step": 43000 | |
| }, | |
| { | |
| "epoch": 18.261964735516372, | |
| "grad_norm": 10.176555633544922, | |
| "learning_rate": 3.239152371342079e-05, | |
| "loss": 7.7276, | |
| "step": 43500 | |
| }, | |
| { | |
| "epoch": 18.471872376154494, | |
| "grad_norm": 10.262212753295898, | |
| "learning_rate": 3.13824419778002e-05, | |
| "loss": 7.7723, | |
| "step": 44000 | |
| }, | |
| { | |
| "epoch": 18.68178001679261, | |
| "grad_norm": 9.775254249572754, | |
| "learning_rate": 3.0373360242179615e-05, | |
| "loss": 7.806, | |
| "step": 44500 | |
| }, | |
| { | |
| "epoch": 18.89168765743073, | |
| "grad_norm": 10.265592575073242, | |
| "learning_rate": 2.9364278506559034e-05, | |
| "loss": 7.8424, | |
| "step": 45000 | |
| }, | |
| { | |
| "epoch": 19.10159529806885, | |
| "grad_norm": 10.479218482971191, | |
| "learning_rate": 2.8355196770938446e-05, | |
| "loss": 7.6881, | |
| "step": 45500 | |
| }, | |
| { | |
| "epoch": 19.31150293870697, | |
| "grad_norm": 11.256647109985352, | |
| "learning_rate": 2.734611503531786e-05, | |
| "loss": 7.5807, | |
| "step": 46000 | |
| }, | |
| { | |
| "epoch": 19.521410579345087, | |
| "grad_norm": 12.51082706451416, | |
| "learning_rate": 2.6337033299697278e-05, | |
| "loss": 7.6111, | |
| "step": 46500 | |
| }, | |
| { | |
| "epoch": 19.73131821998321, | |
| "grad_norm": 9.883224487304688, | |
| "learning_rate": 2.532795156407669e-05, | |
| "loss": 7.6202, | |
| "step": 47000 | |
| }, | |
| { | |
| "epoch": 19.941225860621326, | |
| "grad_norm": 10.54744815826416, | |
| "learning_rate": 2.4318869828456106e-05, | |
| "loss": 7.6449, | |
| "step": 47500 | |
| }, | |
| { | |
| "epoch": 20.151133501259444, | |
| "grad_norm": 9.121170997619629, | |
| "learning_rate": 2.330978809283552e-05, | |
| "loss": 7.4934, | |
| "step": 48000 | |
| }, | |
| { | |
| "epoch": 20.361041141897566, | |
| "grad_norm": 11.935457229614258, | |
| "learning_rate": 2.2300706357214934e-05, | |
| "loss": 7.4323, | |
| "step": 48500 | |
| }, | |
| { | |
| "epoch": 20.570948782535684, | |
| "grad_norm": 10.347271919250488, | |
| "learning_rate": 2.129162462159435e-05, | |
| "loss": 7.4545, | |
| "step": 49000 | |
| }, | |
| { | |
| "epoch": 20.7808564231738, | |
| "grad_norm": 10.799528121948242, | |
| "learning_rate": 2.0282542885973765e-05, | |
| "loss": 7.4741, | |
| "step": 49500 | |
| }, | |
| { | |
| "epoch": 20.990764063811923, | |
| "grad_norm": 9.884795188903809, | |
| "learning_rate": 1.927346115035318e-05, | |
| "loss": 7.4989, | |
| "step": 50000 | |
| }, | |
| { | |
| "epoch": 20.990764063811923, | |
| "eval_accuracy": 0.15184904813973701, | |
| "eval_loss": 13.474550247192383, | |
| "eval_runtime": 0.7228, | |
| "eval_samples_per_second": 662.696, | |
| "eval_steps_per_second": 6.917, | |
| "step": 50000 | |
| }, | |
| { | |
| "epoch": 21.20067170445004, | |
| "grad_norm": 10.711160659790039, | |
| "learning_rate": 1.8264379414732593e-05, | |
| "loss": 7.3127, | |
| "step": 50500 | |
| }, | |
| { | |
| "epoch": 21.410579345088163, | |
| "grad_norm": 10.422394752502441, | |
| "learning_rate": 1.725529767911201e-05, | |
| "loss": 7.3273, | |
| "step": 51000 | |
| }, | |
| { | |
| "epoch": 21.62048698572628, | |
| "grad_norm": 11.552720069885254, | |
| "learning_rate": 1.6246215943491424e-05, | |
| "loss": 7.3415, | |
| "step": 51500 | |
| }, | |
| { | |
| "epoch": 21.8303946263644, | |
| "grad_norm": 12.2216215133667, | |
| "learning_rate": 1.5237134207870837e-05, | |
| "loss": 7.3598, | |
| "step": 52000 | |
| }, | |
| { | |
| "epoch": 22.04030226700252, | |
| "grad_norm": 11.112517356872559, | |
| "learning_rate": 1.4228052472250252e-05, | |
| "loss": 7.332, | |
| "step": 52500 | |
| }, | |
| { | |
| "epoch": 22.250209907640638, | |
| "grad_norm": 10.92021369934082, | |
| "learning_rate": 1.3218970736629668e-05, | |
| "loss": 7.2086, | |
| "step": 53000 | |
| }, | |
| { | |
| "epoch": 22.460117548278756, | |
| "grad_norm": 10.774788856506348, | |
| "learning_rate": 1.2209889001009082e-05, | |
| "loss": 7.2187, | |
| "step": 53500 | |
| }, | |
| { | |
| "epoch": 22.670025188916878, | |
| "grad_norm": 10.409795761108398, | |
| "learning_rate": 1.1200807265388496e-05, | |
| "loss": 7.2431, | |
| "step": 54000 | |
| }, | |
| { | |
| "epoch": 22.879932829554996, | |
| "grad_norm": 9.242880821228027, | |
| "learning_rate": 1.0191725529767912e-05, | |
| "loss": 7.2409, | |
| "step": 54500 | |
| }, | |
| { | |
| "epoch": 23.089840470193113, | |
| "grad_norm": 10.372599601745605, | |
| "learning_rate": 9.182643794147326e-06, | |
| "loss": 7.199, | |
| "step": 55000 | |
| }, | |
| { | |
| "epoch": 23.299748110831235, | |
| "grad_norm": 11.163091659545898, | |
| "learning_rate": 8.173562058526741e-06, | |
| "loss": 7.1352, | |
| "step": 55500 | |
| }, | |
| { | |
| "epoch": 23.509655751469353, | |
| "grad_norm": 11.205037117004395, | |
| "learning_rate": 7.164480322906156e-06, | |
| "loss": 7.1597, | |
| "step": 56000 | |
| }, | |
| { | |
| "epoch": 23.719563392107474, | |
| "grad_norm": 10.741216659545898, | |
| "learning_rate": 6.155398587285571e-06, | |
| "loss": 7.145, | |
| "step": 56500 | |
| }, | |
| { | |
| "epoch": 23.929471032745592, | |
| "grad_norm": 10.837223052978516, | |
| "learning_rate": 5.146316851664986e-06, | |
| "loss": 7.1618, | |
| "step": 57000 | |
| }, | |
| { | |
| "epoch": 24.13937867338371, | |
| "grad_norm": 10.488913536071777, | |
| "learning_rate": 4.1372351160444e-06, | |
| "loss": 7.1065, | |
| "step": 57500 | |
| }, | |
| { | |
| "epoch": 24.349286314021832, | |
| "grad_norm": 11.610832214355469, | |
| "learning_rate": 3.1281533804238145e-06, | |
| "loss": 7.0994, | |
| "step": 58000 | |
| }, | |
| { | |
| "epoch": 24.55919395465995, | |
| "grad_norm": 12.08505916595459, | |
| "learning_rate": 2.1190716448032293e-06, | |
| "loss": 7.121, | |
| "step": 58500 | |
| }, | |
| { | |
| "epoch": 24.769101595298068, | |
| "grad_norm": 10.379035949707031, | |
| "learning_rate": 1.109989909182644e-06, | |
| "loss": 7.0947, | |
| "step": 59000 | |
| }, | |
| { | |
| "epoch": 24.97900923593619, | |
| "grad_norm": 10.820743560791016, | |
| "learning_rate": 1.0090817356205853e-07, | |
| "loss": 7.0874, | |
| "step": 59500 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "step": 59550, | |
| "total_flos": 3.058354515764736e+17, | |
| "train_loss": 9.169899891581883, | |
| "train_runtime": 12212.2898, | |
| "train_samples_per_second": 468.051, | |
| "train_steps_per_second": 4.876 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 59550, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 25, | |
| "save_steps": 10000, | |
| "total_flos": 3.058354515764736e+17, | |
| "train_batch_size": 96, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |