{ "best_metric": 0.155641108751297, "best_model_checkpoint": "/cronus_data/avirinchipur/implicit_motives/schone_pow_roba_large/final/checkpoint-1660", "epoch": 4.992481203007519, "eval_steps": 500, "global_step": 1660, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.15037593984962405, "grad_norm": 7.807601451873779, "learning_rate": 9.698795180722893e-06, "loss": 0.4607, "step": 50 }, { "epoch": 0.3007518796992481, "grad_norm": 4.938343524932861, "learning_rate": 9.397590361445785e-06, "loss": 0.383, "step": 100 }, { "epoch": 0.45112781954887216, "grad_norm": 4.443939208984375, "learning_rate": 9.096385542168675e-06, "loss": 0.3231, "step": 150 }, { "epoch": 0.6015037593984962, "grad_norm": 3.3444550037384033, "learning_rate": 8.795180722891567e-06, "loss": 0.3008, "step": 200 }, { "epoch": 0.7518796992481203, "grad_norm": 6.133885383605957, "learning_rate": 8.493975903614459e-06, "loss": 0.2952, "step": 250 }, { "epoch": 0.9022556390977443, "grad_norm": 4.0399627685546875, "learning_rate": 8.19277108433735e-06, "loss": 0.2924, "step": 300 }, { "epoch": 0.9984962406015038, "eval_loss": 0.26054325699806213, "eval_roc_auc": 0.9248130559023198, "eval_runtime": 37.9704, "eval_samples_per_second": 429.309, "eval_steps_per_second": 1.686, "step": 332 }, { "epoch": 1.0526315789473684, "grad_norm": 3.2617785930633545, "learning_rate": 7.891566265060243e-06, "loss": 0.2848, "step": 350 }, { "epoch": 1.2030075187969924, "grad_norm": 2.823629140853882, "learning_rate": 7.590361445783133e-06, "loss": 0.2591, "step": 400 }, { "epoch": 1.3533834586466165, "grad_norm": 8.734086990356445, "learning_rate": 7.289156626506025e-06, "loss": 0.2651, "step": 450 }, { "epoch": 1.5037593984962405, "grad_norm": 5.4109601974487305, "learning_rate": 6.987951807228917e-06, "loss": 0.2658, "step": 500 }, { "epoch": 1.6541353383458648, "grad_norm": 3.0360822677612305, "learning_rate": 6.686746987951808e-06, "loss": 0.2609, "step": 550 }, { "epoch": 1.8045112781954886, "grad_norm": 4.336048603057861, "learning_rate": 6.385542168674699e-06, "loss": 0.2629, "step": 600 }, { "epoch": 1.954887218045113, "grad_norm": 3.214564800262451, "learning_rate": 6.084337349397591e-06, "loss": 0.2553, "step": 650 }, { "epoch": 2.0, "eval_loss": 0.2233881801366806, "eval_roc_auc": 0.9468388936522675, "eval_runtime": 37.4563, "eval_samples_per_second": 435.2, "eval_steps_per_second": 1.709, "step": 665 }, { "epoch": 2.1052631578947367, "grad_norm": 3.9632742404937744, "learning_rate": 5.783132530120482e-06, "loss": 0.2392, "step": 700 }, { "epoch": 2.255639097744361, "grad_norm": 3.3193111419677734, "learning_rate": 5.4819277108433745e-06, "loss": 0.2336, "step": 750 }, { "epoch": 2.406015037593985, "grad_norm": 3.099203109741211, "learning_rate": 5.180722891566266e-06, "loss": 0.2195, "step": 800 }, { "epoch": 2.556390977443609, "grad_norm": 5.596978664398193, "learning_rate": 4.8795180722891575e-06, "loss": 0.2339, "step": 850 }, { "epoch": 2.706766917293233, "grad_norm": 3.742239236831665, "learning_rate": 4.578313253012049e-06, "loss": 0.2304, "step": 900 }, { "epoch": 2.857142857142857, "grad_norm": 3.622905731201172, "learning_rate": 4.27710843373494e-06, "loss": 0.2317, "step": 950 }, { "epoch": 2.998496240601504, "eval_loss": 0.189885213971138, "eval_roc_auc": 0.9619820442841185, "eval_runtime": 37.3548, "eval_samples_per_second": 436.383, "eval_steps_per_second": 1.713, "step": 997 }, { "epoch": 3.007518796992481, "grad_norm": 3.5725858211517334, "learning_rate": 3.975903614457832e-06, "loss": 0.229, "step": 1000 }, { "epoch": 3.1578947368421053, "grad_norm": 3.569227933883667, "learning_rate": 3.6746987951807235e-06, "loss": 0.1968, "step": 1050 }, { "epoch": 3.308270676691729, "grad_norm": 5.20859432220459, "learning_rate": 3.3734939759036146e-06, "loss": 0.2058, "step": 1100 }, { "epoch": 3.4586466165413534, "grad_norm": 6.604429244995117, "learning_rate": 3.072289156626506e-06, "loss": 0.2078, "step": 1150 }, { "epoch": 3.6090225563909772, "grad_norm": 4.930511474609375, "learning_rate": 2.771084337349398e-06, "loss": 0.2053, "step": 1200 }, { "epoch": 3.7593984962406015, "grad_norm": 3.622622489929199, "learning_rate": 2.469879518072289e-06, "loss": 0.2073, "step": 1250 }, { "epoch": 3.909774436090226, "grad_norm": 4.740933895111084, "learning_rate": 2.168674698795181e-06, "loss": 0.2063, "step": 1300 }, { "epoch": 4.0, "eval_loss": 0.16450706124305725, "eval_roc_auc": 0.9714800977158984, "eval_runtime": 37.3773, "eval_samples_per_second": 436.121, "eval_steps_per_second": 1.712, "step": 1330 }, { "epoch": 4.06015037593985, "grad_norm": 6.452109336853027, "learning_rate": 1.8674698795180723e-06, "loss": 0.1969, "step": 1350 }, { "epoch": 4.2105263157894735, "grad_norm": 4.532094478607178, "learning_rate": 1.566265060240964e-06, "loss": 0.1879, "step": 1400 }, { "epoch": 4.360902255639098, "grad_norm": 4.941292762756348, "learning_rate": 1.2650602409638555e-06, "loss": 0.1803, "step": 1450 }, { "epoch": 4.511278195488722, "grad_norm": 3.9667301177978516, "learning_rate": 9.638554216867472e-07, "loss": 0.1821, "step": 1500 }, { "epoch": 4.661654135338345, "grad_norm": 4.0561065673828125, "learning_rate": 6.626506024096387e-07, "loss": 0.1898, "step": 1550 }, { "epoch": 4.81203007518797, "grad_norm": 4.69659423828125, "learning_rate": 3.614457831325301e-07, "loss": 0.1885, "step": 1600 }, { "epoch": 4.962406015037594, "grad_norm": 4.419920444488525, "learning_rate": 6.02409638554217e-08, "loss": 0.1897, "step": 1650 }, { "epoch": 4.992481203007519, "eval_loss": 0.155641108751297, "eval_roc_auc": 0.9741751333869398, "eval_runtime": 37.3327, "eval_samples_per_second": 436.641, "eval_steps_per_second": 1.714, "step": 1660 }, { "epoch": 4.992481203007519, "step": 1660, "total_flos": 4.323837898114577e+16, "train_loss": 0.24427399233163122, "train_runtime": 2915.5625, "train_samples_per_second": 145.816, "train_steps_per_second": 0.569 } ], "logging_steps": 50, "max_steps": 1660, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 4.323837898114577e+16, "train_batch_size": 128, "trial_name": null, "trial_params": null }