{ "best_metric": 4.755948543548584, "best_model_checkpoint": "/mmfs1/gscratch/stf/abhinavp/corpus-filtering/outputs/npi-only/lstm/0/checkpoints/checkpoint-76320", "epoch": 0.025000606015738065, "eval_steps": 10, "global_step": 76320, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "learning_rate": 4.999998362119627e-05, "loss": 10.8202, "step": 1 }, { "epoch": 0.0, "learning_rate": 4.999161405248948e-05, "loss": 7.547, "step": 512 }, { "epoch": 0.0, "learning_rate": 4.998322810497896e-05, "loss": 7.0571, "step": 1024 }, { "epoch": 0.0, "learning_rate": 4.997484215746844e-05, "loss": 6.9934, "step": 1536 }, { "epoch": 0.0, "learning_rate": 4.996645620995792e-05, "loss": 6.9468, "step": 2048 }, { "epoch": 0.0, "learning_rate": 4.99580702624474e-05, "loss": 6.8982, "step": 2560 }, { "epoch": 0.0, "learning_rate": 4.994968431493688e-05, "loss": 6.725, "step": 3072 }, { "epoch": 0.0, "learning_rate": 4.994129836742636e-05, "loss": 6.6126, "step": 3584 }, { "epoch": 0.0, "learning_rate": 4.993292879871958e-05, "loss": 6.5081, "step": 4096 }, { "epoch": 0.0, "learning_rate": 4.992454285120906e-05, "loss": 6.4463, "step": 4608 }, { "epoch": 0.0, "learning_rate": 4.991615690369854e-05, "loss": 6.4, "step": 5120 }, { "epoch": 0.0, "learning_rate": 4.990777095618801e-05, "loss": 6.3472, "step": 5632 }, { "epoch": 0.0, "learning_rate": 4.989938500867749e-05, "loss": 6.2841, "step": 6144 }, { "epoch": 0.0, "learning_rate": 4.989099906116697e-05, "loss": 6.2292, "step": 6656 }, { "epoch": 0.0, "learning_rate": 4.988261311365645e-05, "loss": 6.1797, "step": 7168 }, { "epoch": 0.0, "learning_rate": 4.987422716614593e-05, "loss": 6.1122, "step": 7680 }, { "epoch": 0.0, "learning_rate": 4.986584121863541e-05, "loss": 6.0736, "step": 8192 }, { "epoch": 0.0, "learning_rate": 4.985745527112489e-05, "loss": 6.0188, "step": 8704 }, { "epoch": 0.0, "learning_rate": 4.984906932361437e-05, "loss": 5.9675, "step": 9216 }, { "epoch": 0.0, "learning_rate": 4.984068337610385e-05, "loss": 5.9339, "step": 9728 }, { "epoch": 0.0, "learning_rate": 4.983229742859333e-05, "loss": 5.896, "step": 10240 }, { "epoch": 0.0, "learning_rate": 4.982391148108281e-05, "loss": 5.8561, "step": 10752 }, { "epoch": 0.0, "learning_rate": 4.981552553357229e-05, "loss": 5.8321, "step": 11264 }, { "epoch": 0.0, "learning_rate": 4.980713958606178e-05, "loss": 5.7888, "step": 11776 }, { "epoch": 0.0, "learning_rate": 4.9798770017354986e-05, "loss": 5.7709, "step": 12288 }, { "epoch": 0.0, "learning_rate": 4.9790384069844466e-05, "loss": 5.7445, "step": 12800 }, { "epoch": 0.0, "learning_rate": 4.9782014501137675e-05, "loss": 5.7194, "step": 13312 }, { "epoch": 0.0, "learning_rate": 4.9773628553627155e-05, "loss": 5.6909, "step": 13824 }, { "epoch": 0.0, "learning_rate": 4.9765242606116635e-05, "loss": 5.6583, "step": 14336 }, { "epoch": 0.0, "learning_rate": 4.9756856658606115e-05, "loss": 5.648, "step": 14848 }, { "epoch": 0.01, "learning_rate": 4.9748470711095595e-05, "loss": 5.6244, "step": 15360 }, { "epoch": 0.01, "learning_rate": 4.974008476358507e-05, "loss": 5.6117, "step": 15872 }, { "epoch": 0.01, "learning_rate": 4.973169881607455e-05, "loss": 5.5857, "step": 16384 }, { "epoch": 0.01, "learning_rate": 4.972331286856403e-05, "loss": 5.5673, "step": 16896 }, { "epoch": 0.01, "learning_rate": 4.9714926921053515e-05, "loss": 5.5563, "step": 17408 }, { "epoch": 0.01, "learning_rate": 4.9706540973542995e-05, "loss": 5.5398, "step": 17920 }, { "epoch": 0.01, "learning_rate": 4.9698171404836204e-05, "loss": 5.5212, "step": 18432 }, { "epoch": 0.01, "learning_rate": 4.9689785457325684e-05, "loss": 5.4894, "step": 18944 }, { "epoch": 0.01, "learning_rate": 4.9681399509815164e-05, "loss": 5.4849, "step": 19456 }, { "epoch": 0.01, "learning_rate": 4.9673013562304644e-05, "loss": 5.4546, "step": 19968 }, { "epoch": 0.01, "learning_rate": 4.9664627614794124e-05, "loss": 5.4559, "step": 20480 }, { "epoch": 0.01, "learning_rate": 4.9656241667283604e-05, "loss": 5.4293, "step": 20992 }, { "epoch": 0.01, "learning_rate": 4.964787209857681e-05, "loss": 5.4317, "step": 21504 }, { "epoch": 0.01, "learning_rate": 4.963948615106629e-05, "loss": 5.403, "step": 22016 }, { "epoch": 0.01, "learning_rate": 4.963110020355577e-05, "loss": 5.3953, "step": 22528 }, { "epoch": 0.01, "learning_rate": 4.962271425604525e-05, "loss": 5.3893, "step": 23040 }, { "epoch": 0.01, "learning_rate": 4.961434468733847e-05, "loss": 5.3817, "step": 23552 }, { "epoch": 0.01, "learning_rate": 4.960595873982795e-05, "loss": 5.3648, "step": 24064 }, { "epoch": 0.01, "learning_rate": 4.959757279231743e-05, "loss": 5.3418, "step": 24576 }, { "epoch": 0.01, "learning_rate": 4.958918684480691e-05, "loss": 5.3401, "step": 25088 }, { "epoch": 0.01, "learning_rate": 4.958080089729639e-05, "loss": 5.342, "step": 25600 }, { "epoch": 0.01, "learning_rate": 4.957241494978587e-05, "loss": 5.3304, "step": 26112 }, { "epoch": 0.01, "learning_rate": 4.956404538107908e-05, "loss": 5.3095, "step": 26624 }, { "epoch": 0.01, "learning_rate": 4.955565943356856e-05, "loss": 5.2976, "step": 27136 }, { "epoch": 0.01, "learning_rate": 4.954727348605804e-05, "loss": 5.2945, "step": 27648 }, { "epoch": 0.01, "learning_rate": 4.953888753854752e-05, "loss": 5.2823, "step": 28160 }, { "epoch": 0.01, "learning_rate": 4.9530517969840727e-05, "loss": 5.2912, "step": 28672 }, { "epoch": 0.01, "learning_rate": 4.9522132022330207e-05, "loss": 5.2487, "step": 29184 }, { "epoch": 0.01, "learning_rate": 4.9513746074819686e-05, "loss": 5.2604, "step": 29696 }, { "epoch": 0.01, "learning_rate": 4.9505360127309166e-05, "loss": 5.248, "step": 30208 }, { "epoch": 0.01, "learning_rate": 4.9496974179798646e-05, "loss": 5.2332, "step": 30720 }, { "epoch": 0.01, "learning_rate": 4.948858823228813e-05, "loss": 5.2389, "step": 31232 }, { "epoch": 0.01, "learning_rate": 4.948021866358134e-05, "loss": 5.2182, "step": 31744 }, { "epoch": 0.01, "learning_rate": 4.947183271607082e-05, "loss": 5.2085, "step": 32256 }, { "epoch": 0.01, "learning_rate": 4.94634467685603e-05, "loss": 5.2035, "step": 32768 }, { "epoch": 0.01, "learning_rate": 4.945506082104978e-05, "loss": 5.2145, "step": 33280 }, { "epoch": 0.01, "learning_rate": 4.9446674873539255e-05, "loss": 5.1901, "step": 33792 }, { "epoch": 0.01, "learning_rate": 4.9438288926028735e-05, "loss": 5.1845, "step": 34304 }, { "epoch": 0.01, "learning_rate": 4.9429902978518215e-05, "loss": 5.1701, "step": 34816 }, { "epoch": 0.01, "learning_rate": 4.942153340981143e-05, "loss": 5.1618, "step": 35328 }, { "epoch": 0.01, "learning_rate": 4.9413147462300904e-05, "loss": 5.1668, "step": 35840 }, { "epoch": 0.01, "learning_rate": 4.9404761514790384e-05, "loss": 5.1691, "step": 36352 }, { "epoch": 0.01, "learning_rate": 4.939637556727987e-05, "loss": 5.1435, "step": 36864 }, { "epoch": 0.01, "learning_rate": 4.938800599857309e-05, "loss": 5.1539, "step": 37376 }, { "epoch": 0.01, "learning_rate": 4.937962005106256e-05, "loss": 5.1543, "step": 37888 }, { "epoch": 0.01, "learning_rate": 4.9371250482355776e-05, "loss": 5.1332, "step": 38400 }, { "epoch": 0.01, "learning_rate": 4.9362864534845256e-05, "loss": 5.1173, "step": 38912 }, { "epoch": 0.01, "learning_rate": 4.935447858733473e-05, "loss": 5.1174, "step": 39424 }, { "epoch": 0.01, "learning_rate": 4.934609263982421e-05, "loss": 5.1117, "step": 39936 }, { "epoch": 0.01, "learning_rate": 4.933770669231369e-05, "loss": 5.0993, "step": 40448 }, { "epoch": 0.01, "learning_rate": 4.932932074480317e-05, "loss": 5.0974, "step": 40960 }, { "epoch": 0.01, "learning_rate": 4.932093479729265e-05, "loss": 5.0999, "step": 41472 }, { "epoch": 0.01, "learning_rate": 4.931254884978213e-05, "loss": 5.0983, "step": 41984 }, { "epoch": 0.01, "learning_rate": 4.930417928107534e-05, "loss": 5.0812, "step": 42496 }, { "epoch": 0.01, "learning_rate": 4.9295793333564825e-05, "loss": 5.0615, "step": 43008 }, { "epoch": 0.01, "learning_rate": 4.9287407386054305e-05, "loss": 5.0666, "step": 43520 }, { "epoch": 0.01, "learning_rate": 4.9279021438543785e-05, "loss": 5.0706, "step": 44032 }, { "epoch": 0.01, "learning_rate": 4.9270635491033264e-05, "loss": 5.0589, "step": 44544 }, { "epoch": 0.01, "learning_rate": 4.9262249543522744e-05, "loss": 5.0568, "step": 45056 }, { "epoch": 0.01, "learning_rate": 4.9253863596012224e-05, "loss": 5.0377, "step": 45568 }, { "epoch": 0.02, "learning_rate": 4.9245494027305433e-05, "loss": 5.0379, "step": 46080 }, { "epoch": 0.02, "learning_rate": 4.9237108079794913e-05, "loss": 5.0309, "step": 46592 }, { "epoch": 0.02, "learning_rate": 4.922872213228439e-05, "loss": 5.0307, "step": 47104 }, { "epoch": 0.02, "learning_rate": 4.922033618477387e-05, "loss": 5.0305, "step": 47616 }, { "epoch": 0.02, "learning_rate": 4.921195023726335e-05, "loss": 5.0128, "step": 48128 }, { "epoch": 0.02, "learning_rate": 4.920358066855656e-05, "loss": 5.0292, "step": 48640 }, { "epoch": 0.02, "learning_rate": 4.919519472104604e-05, "loss": 5.0132, "step": 49152 }, { "epoch": 0.02, "learning_rate": 4.918682515233926e-05, "loss": 4.9943, "step": 49664 }, { "epoch": 0.02, "learning_rate": 4.917843920482874e-05, "loss": 4.9899, "step": 50176 }, { "epoch": 0.02, "learning_rate": 4.917005325731822e-05, "loss": 4.9894, "step": 50688 }, { "epoch": 0.02, "learning_rate": 4.91616673098077e-05, "loss": 4.9878, "step": 51200 }, { "epoch": 0.02, "learning_rate": 4.915329774110091e-05, "loss": 4.9867, "step": 51712 }, { "epoch": 0.02, "learning_rate": 4.914491179359039e-05, "loss": 4.9799, "step": 52224 }, { "epoch": 0.02, "learning_rate": 4.913652584607987e-05, "loss": 4.9712, "step": 52736 }, { "epoch": 0.02, "learning_rate": 4.912813989856935e-05, "loss": 4.9678, "step": 53248 }, { "epoch": 0.02, "learning_rate": 4.911975395105883e-05, "loss": 4.9463, "step": 53760 }, { "epoch": 0.02, "learning_rate": 4.911136800354831e-05, "loss": 4.9515, "step": 54272 }, { "epoch": 0.02, "learning_rate": 4.910298205603779e-05, "loss": 4.9491, "step": 54784 }, { "epoch": 0.02, "learning_rate": 4.909459610852727e-05, "loss": 4.9446, "step": 55296 }, { "epoch": 0.02, "learning_rate": 4.9086226539820476e-05, "loss": 4.9392, "step": 55808 }, { "epoch": 0.02, "learning_rate": 4.907784059230996e-05, "loss": 4.9449, "step": 56320 }, { "epoch": 0.02, "learning_rate": 4.906945464479944e-05, "loss": 4.9204, "step": 56832 }, { "epoch": 0.02, "learning_rate": 4.906106869728892e-05, "loss": 4.9235, "step": 57344 }, { "epoch": 0.02, "learning_rate": 4.9052682749778396e-05, "loss": 4.9176, "step": 57856 }, { "epoch": 0.02, "learning_rate": 4.904431318107161e-05, "loss": 4.9228, "step": 58368 }, { "epoch": 0.02, "learning_rate": 4.903592723356109e-05, "loss": 4.928, "step": 58880 }, { "epoch": 0.02, "learning_rate": 4.9027541286050565e-05, "loss": 4.911, "step": 59392 }, { "epoch": 0.02, "learning_rate": 4.9019155338540045e-05, "loss": 4.9076, "step": 59904 }, { "epoch": 0.02, "learning_rate": 4.901078576983326e-05, "loss": 4.8984, "step": 60416 }, { "epoch": 0.02, "learning_rate": 4.900239982232274e-05, "loss": 4.9066, "step": 60928 }, { "epoch": 0.02, "learning_rate": 4.8994013874812214e-05, "loss": 4.8998, "step": 61440 }, { "epoch": 0.02, "learning_rate": 4.89856279273017e-05, "loss": 4.8963, "step": 61952 }, { "epoch": 0.02, "learning_rate": 4.897725835859491e-05, "loss": 4.8874, "step": 62464 }, { "epoch": 0.02, "learning_rate": 4.8968872411084396e-05, "loss": 4.8823, "step": 62976 }, { "epoch": 0.02, "learning_rate": 4.8960502842377605e-05, "loss": 4.8748, "step": 63488 }, { "epoch": 0.02, "learning_rate": 4.8952116894867085e-05, "loss": 4.8645, "step": 64000 }, { "epoch": 0.02, "learning_rate": 4.8943730947356565e-05, "loss": 4.8692, "step": 64512 }, { "epoch": 0.02, "learning_rate": 4.893534499984604e-05, "loss": 4.8651, "step": 65024 }, { "epoch": 0.02, "learning_rate": 4.892695905233552e-05, "loss": 4.8591, "step": 65536 }, { "epoch": 0.02, "learning_rate": 4.8918573104825e-05, "loss": 4.8513, "step": 66048 }, { "epoch": 0.02, "learning_rate": 4.891018715731448e-05, "loss": 4.8664, "step": 66560 }, { "epoch": 0.02, "learning_rate": 4.890180120980396e-05, "loss": 4.8667, "step": 67072 }, { "epoch": 0.02, "learning_rate": 4.889343164109717e-05, "loss": 4.8561, "step": 67584 }, { "epoch": 0.02, "learning_rate": 4.888506207239038e-05, "loss": 4.8428, "step": 68096 }, { "epoch": 0.02, "learning_rate": 4.887667612487986e-05, "loss": 4.8431, "step": 68608 }, { "epoch": 0.02, "learning_rate": 4.886829017736934e-05, "loss": 4.8456, "step": 69120 }, { "epoch": 0.02, "learning_rate": 4.885990422985882e-05, "loss": 4.8417, "step": 69632 }, { "epoch": 0.02, "learning_rate": 4.88515182823483e-05, "loss": 4.8373, "step": 70144 }, { "epoch": 0.02, "learning_rate": 4.884313233483778e-05, "loss": 4.8329, "step": 70656 }, { "epoch": 0.02, "learning_rate": 4.883474638732726e-05, "loss": 4.8291, "step": 71168 }, { "epoch": 0.02, "learning_rate": 4.882636043981674e-05, "loss": 4.8232, "step": 71680 }, { "epoch": 0.02, "learning_rate": 4.881797449230622e-05, "loss": 4.8195, "step": 72192 }, { "epoch": 0.02, "learning_rate": 4.88095885447957e-05, "loss": 4.8231, "step": 72704 }, { "epoch": 0.02, "learning_rate": 4.880121897608891e-05, "loss": 4.811, "step": 73216 }, { "epoch": 0.02, "learning_rate": 4.879283302857839e-05, "loss": 4.8058, "step": 73728 }, { "epoch": 0.02, "learning_rate": 4.878444708106787e-05, "loss": 4.8135, "step": 74240 }, { "epoch": 0.02, "learning_rate": 4.877606113355735e-05, "loss": 4.799, "step": 74752 }, { "epoch": 0.02, "learning_rate": 4.876769156485057e-05, "loss": 4.8085, "step": 75264 }, { "epoch": 0.02, "learning_rate": 4.875930561734005e-05, "loss": 4.7975, "step": 75776 }, { "epoch": 0.02, "learning_rate": 4.875093604863326e-05, "loss": 4.7901, "step": 76288 }, { "epoch": 0.03, "eval_loss": 4.755948543548584, "eval_runtime": 453.1859, "eval_samples_per_second": 842.019, "eval_steps_per_second": 26.314, "step": 76320 } ], "logging_steps": 512, "max_steps": 3052726, "num_train_epochs": 9223372036854775807, "save_steps": 10, "total_flos": 3.159246072248334e+16, "trial_name": null, "trial_params": null }