{ "best_metric": 5.6603827476501465, "best_model_checkpoint": "../checkpoints/nf-bart-newsroom-rqnsf/checkpoint-60000", "epoch": 0.9648008490247472, "global_step": 60000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03, "gate_score": 0.371, "learning_rate": 4.9725e-05, "loss": 592.8312, "nf_loss": 591.7519, "ppl": 3.3519, "step": 2000 }, { "epoch": 0.06, "gate_score": 0.2007, "learning_rate": 4.834853544667631e-05, "loss": 333.2925, "nf_loss": 332.3035, "ppl": 2.8873, "step": 4000 }, { "epoch": 0.06, "eval_loss": 252.84817504882812, "eval_nf_loss": 251.2677459716797, "eval_perplexity": 6.363341331481934, "eval_runtime": 4381.8372, "eval_samples_per_second": 24.837, "eval_steps_per_second": 1.552, "step": 4000 }, { "epoch": 0.1, "gate_score": 0.1135, "learning_rate": 4.6687102294439184e-05, "loss": 211.0105, "nf_loss": 209.9559, "ppl": 3.1158, "step": 6000 }, { "epoch": 0.13, "gate_score": 0.0666, "learning_rate": 4.5025669142202066e-05, "loss": 134.1864, "nf_loss": 133.0995, "ppl": 3.2307, "step": 8000 }, { "epoch": 0.13, "eval_loss": 102.85702514648438, "eval_nf_loss": 101.2651596069336, "eval_perplexity": 6.448662757873535, "eval_runtime": 4005.1516, "eval_samples_per_second": 27.173, "eval_steps_per_second": 1.698, "step": 8000 }, { "epoch": 0.16, "gate_score": 0.0352, "learning_rate": 4.3365897423117185e-05, "loss": 95.272, "nf_loss": 94.1643, "ppl": 3.2978, "step": 10000 }, { "epoch": 0.19, "gate_score": 0.023, "learning_rate": 4.170446427088006e-05, "loss": 68.625, "nf_loss": 67.5129, "ppl": 3.324, "step": 12000 }, { "epoch": 0.19, "eval_loss": 53.623291015625, "eval_nf_loss": 52.02442169189453, "eval_perplexity": 6.536867618560791, "eval_runtime": 3924.6092, "eval_samples_per_second": 27.731, "eval_steps_per_second": 1.733, "step": 12000 }, { "epoch": 0.23, "gate_score": 0.023, "learning_rate": 4.004386183521906e-05, "loss": 49.4308, "nf_loss": 48.3272, "ppl": 3.2964, "step": 14000 }, { "epoch": 0.26, "gate_score": 0.0219, "learning_rate": 3.8383259399558055e-05, "loss": 36.663, "nf_loss": 35.5419, "ppl": 3.3952, "step": 16000 }, { "epoch": 0.26, "eval_loss": 29.72612762451172, "eval_nf_loss": 28.141469955444336, "eval_perplexity": 6.444383144378662, "eval_runtime": 3904.4886, "eval_samples_per_second": 27.874, "eval_steps_per_second": 1.742, "step": 16000 }, { "epoch": 0.29, "gate_score": 0.0183, "learning_rate": 3.672265696389706e-05, "loss": 30.1161, "nf_loss": 29.0084, "ppl": 3.3204, "step": 18000 }, { "epoch": 0.32, "gate_score": 0.0188, "learning_rate": 3.5061223811659935e-05, "loss": 25.2734, "nf_loss": 24.1661, "ppl": 3.3019, "step": 20000 }, { "epoch": 0.32, "eval_loss": 21.10334014892578, "eval_nf_loss": 19.523048400878906, "eval_perplexity": 6.385104656219482, "eval_runtime": 3951.5734, "eval_samples_per_second": 27.541, "eval_steps_per_second": 1.721, "step": 20000 }, { "epoch": 0.35, "gate_score": 0.0189, "learning_rate": 3.340062137599894e-05, "loss": 21.8002, "nf_loss": 20.6893, "ppl": 3.3211, "step": 22000 }, { "epoch": 0.39, "gate_score": 0.0186, "learning_rate": 3.1740018940337936e-05, "loss": 19.5679, "nf_loss": 18.4664, "ppl": 3.2967, "step": 24000 }, { "epoch": 0.39, "eval_loss": 16.757369995117188, "eval_nf_loss": 15.157673835754395, "eval_perplexity": 6.50905179977417, "eval_runtime": 4060.1325, "eval_samples_per_second": 26.805, "eval_steps_per_second": 1.675, "step": 24000 }, { "epoch": 0.42, "gate_score": 0.0169, "learning_rate": 3.0079416504676937e-05, "loss": 17.5505, "nf_loss": 16.4471, "ppl": 3.2866, "step": 26000 }, { "epoch": 0.45, "gate_score": 0.0169, "learning_rate": 2.8417983352439813e-05, "loss": 16.0243, "nf_loss": 14.9265, "ppl": 3.2771, "step": 28000 }, { "epoch": 0.45, "eval_loss": 13.916472434997559, "eval_nf_loss": 12.336326599121094, "eval_perplexity": 6.333822250366211, "eval_runtime": 4073.3885, "eval_samples_per_second": 26.718, "eval_steps_per_second": 1.67, "step": 28000 }, { "epoch": 0.48, "gate_score": 0.0164, "learning_rate": 2.6757380916778813e-05, "loss": 14.7704, "nf_loss": 13.6695, "ppl": 3.2909, "step": 30000 }, { "epoch": 0.51, "gate_score": 0.0165, "learning_rate": 2.509677848111781e-05, "loss": 13.8487, "nf_loss": 12.7566, "ppl": 3.2604, "step": 32000 }, { "epoch": 0.51, "eval_loss": 12.310139656066895, "eval_nf_loss": 10.705780029296875, "eval_perplexity": 6.516045570373535, "eval_runtime": 3950.6921, "eval_samples_per_second": 27.548, "eval_steps_per_second": 1.722, "step": 32000 }, { "epoch": 0.55, "gate_score": 0.0163, "learning_rate": 2.3435345328880693e-05, "loss": 13.021, "nf_loss": 11.939, "ppl": 3.2217, "step": 34000 }, { "epoch": 0.58, "gate_score": 0.0164, "learning_rate": 2.1774742893219694e-05, "loss": 12.3656, "nf_loss": 11.2731, "ppl": 3.2491, "step": 36000 }, { "epoch": 0.58, "eval_loss": 11.076099395751953, "eval_nf_loss": 9.518845558166504, "eval_perplexity": 6.16482400894165, "eval_runtime": 3933.1054, "eval_samples_per_second": 27.671, "eval_steps_per_second": 1.729, "step": 36000 }, { "epoch": 0.61, "gate_score": 0.0169, "learning_rate": 2.0113309740982573e-05, "loss": 11.834, "nf_loss": 10.7422, "ppl": 3.248, "step": 38000 }, { "epoch": 0.64, "gate_score": 0.017, "learning_rate": 1.845270730532157e-05, "loss": 11.301, "nf_loss": 10.2211, "ppl": 3.2176, "step": 40000 }, { "epoch": 0.64, "eval_loss": 9.942972183227539, "eval_nf_loss": 8.422438621520996, "eval_perplexity": 5.888382911682129, "eval_runtime": 3905.9353, "eval_samples_per_second": 27.863, "eval_steps_per_second": 1.741, "step": 40000 }, { "epoch": 0.68, "gate_score": 0.0178, "learning_rate": 1.679293558623669e-05, "loss": 10.826, "nf_loss": 9.7634, "ppl": 3.1432, "step": 42000 }, { "epoch": 0.71, "gate_score": 0.0167, "learning_rate": 1.513150243399957e-05, "loss": 10.5722, "nf_loss": 9.4924, "ppl": 3.2112, "step": 44000 }, { "epoch": 0.71, "eval_loss": 9.34610366821289, "eval_nf_loss": 7.819733619689941, "eval_perplexity": 5.929094314575195, "eval_runtime": 3809.9667, "eval_samples_per_second": 28.565, "eval_steps_per_second": 1.785, "step": 44000 }, { "epoch": 0.74, "gate_score": 0.0164, "learning_rate": 1.3470899998338569e-05, "loss": 10.1982, "nf_loss": 9.1308, "ppl": 3.1538, "step": 46000 }, { "epoch": 0.77, "gate_score": 0.0156, "learning_rate": 1.1810297562677566e-05, "loss": 9.9637, "nf_loss": 8.9113, "ppl": 3.1019, "step": 48000 }, { "epoch": 0.77, "eval_loss": 9.272148132324219, "eval_nf_loss": 7.770688056945801, "eval_perplexity": 5.756178855895996, "eval_runtime": 3799.2449, "eval_samples_per_second": 28.646, "eval_steps_per_second": 1.79, "step": 48000 }, { "epoch": 0.8, "gate_score": 0.0159, "learning_rate": 1.0148864410440447e-05, "loss": 9.7627, "nf_loss": 8.701, "ppl": 3.1339, "step": 50000 }, { "epoch": 0.84, "gate_score": 0.015, "learning_rate": 8.488261974779444e-06, "loss": 9.5228, "nf_loss": 8.4605, "ppl": 3.1399, "step": 52000 }, { "epoch": 0.84, "eval_loss": 8.568826675415039, "eval_nf_loss": 7.074533462524414, "eval_perplexity": 5.70849609375, "eval_runtime": 3805.5723, "eval_samples_per_second": 28.598, "eval_steps_per_second": 1.787, "step": 52000 }, { "epoch": 0.87, "gate_score": 0.0143, "learning_rate": 6.827659539118445e-06, "loss": 9.3407, "nf_loss": 8.2955, "ppl": 3.0762, "step": 54000 }, { "epoch": 0.9, "gate_score": 0.0148, "learning_rate": 5.167057103457443e-06, "loss": 9.1988, "nf_loss": 8.1602, "ppl": 3.058, "step": 56000 }, { "epoch": 0.9, "eval_loss": 8.280665397644043, "eval_nf_loss": 6.778278827667236, "eval_perplexity": 5.754031658172607, "eval_runtime": 3795.1994, "eval_samples_per_second": 28.676, "eval_steps_per_second": 1.792, "step": 56000 }, { "epoch": 0.93, "gate_score": 0.0146, "learning_rate": 3.5056239512203227e-06, "loss": 9.0572, "nf_loss": 8.0245, "ppl": 3.0413, "step": 58000 }, { "epoch": 0.96, "gate_score": 0.0138, "learning_rate": 1.8450215155593216e-06, "loss": 9.0079, "nf_loss": 7.9878, "ppl": 3.002, "step": 60000 }, { "epoch": 0.96, "eval_loss": 8.222879409790039, "eval_nf_loss": 6.735788822174072, "eval_perplexity": 5.6603827476501465, "eval_runtime": 3672.6524, "eval_samples_per_second": 29.633, "eval_steps_per_second": 1.852, "step": 60000 } ], "max_steps": 62189, "num_train_epochs": 1, "total_flos": 1.06597659967488e+18, "trial_name": null, "trial_params": null }