{ "best_metric": 1.0504688024520874, "best_model_checkpoint": "/fs/startiger0/nmoghe/experiments/pbert/base/small/conv/en-it/mbert-tlm-chat-pe/checkpoint-225000", "epoch": 20.0, "global_step": 250000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.2, "learning_rate": 4.9500000000000004e-05, "loss": 1.8222, "step": 2500 }, { "epoch": 0.4, "learning_rate": 4.9e-05, "loss": 1.6035, "step": 5000 }, { "epoch": 0.6, "learning_rate": 4.85e-05, "loss": 1.4988, "step": 7500 }, { "epoch": 0.8, "learning_rate": 4.8e-05, "loss": 1.4465, "step": 10000 }, { "epoch": 1.0, "learning_rate": 4.75e-05, "loss": 1.3893, "step": 12500 }, { "epoch": 1.0, "eval_loss": 1.4548144340515137, "eval_runtime": 9.5125, "eval_samples_per_second": 105.125, "step": 12500 }, { "epoch": 1.2, "learning_rate": 4.7e-05, "loss": 1.3425, "step": 15000 }, { "epoch": 1.4, "learning_rate": 4.6500000000000005e-05, "loss": 1.3139, "step": 17500 }, { "epoch": 1.6, "learning_rate": 4.600000000000001e-05, "loss": 1.2891, "step": 20000 }, { "epoch": 1.8, "learning_rate": 4.55e-05, "loss": 1.2596, "step": 22500 }, { "epoch": 2.0, "learning_rate": 4.5e-05, "loss": 1.2512, "step": 25000 }, { "epoch": 2.0, "eval_loss": 1.3658138513565063, "eval_runtime": 9.3984, "eval_samples_per_second": 106.401, "step": 25000 }, { "epoch": 2.2, "learning_rate": 4.4500000000000004e-05, "loss": 1.2094, "step": 27500 }, { "epoch": 2.4, "learning_rate": 4.4000000000000006e-05, "loss": 1.187, "step": 30000 }, { "epoch": 2.6, "learning_rate": 4.35e-05, "loss": 1.1791, "step": 32500 }, { "epoch": 2.8, "learning_rate": 4.3e-05, "loss": 1.1635, "step": 35000 }, { "epoch": 3.0, "learning_rate": 4.25e-05, "loss": 1.1478, "step": 37500 }, { "epoch": 3.0, "eval_loss": 1.2877916097640991, "eval_runtime": 9.4132, "eval_samples_per_second": 106.233, "step": 37500 }, { "epoch": 3.2, "learning_rate": 4.2e-05, "loss": 1.1201, "step": 40000 }, { "epoch": 3.4, "learning_rate": 4.15e-05, "loss": 1.1054, "step": 42500 }, { "epoch": 3.6, "learning_rate": 4.1e-05, "loss": 1.1036, "step": 45000 }, { "epoch": 3.8, "learning_rate": 4.05e-05, "loss": 1.0881, "step": 47500 }, { "epoch": 4.0, "learning_rate": 4e-05, "loss": 1.0839, "step": 50000 }, { "epoch": 4.0, "eval_loss": 1.2922987937927246, "eval_runtime": 9.404, "eval_samples_per_second": 106.338, "step": 50000 }, { "epoch": 4.2, "learning_rate": 3.9500000000000005e-05, "loss": 1.0512, "step": 52500 }, { "epoch": 4.4, "learning_rate": 3.9000000000000006e-05, "loss": 1.0497, "step": 55000 }, { "epoch": 4.6, "learning_rate": 3.85e-05, "loss": 1.045, "step": 57500 }, { "epoch": 4.8, "learning_rate": 3.8e-05, "loss": 1.0245, "step": 60000 }, { "epoch": 5.0, "learning_rate": 3.7500000000000003e-05, "loss": 1.0315, "step": 62500 }, { "epoch": 5.0, "eval_loss": 1.2622771263122559, "eval_runtime": 9.3953, "eval_samples_per_second": 106.436, "step": 62500 }, { "epoch": 5.2, "learning_rate": 3.7e-05, "loss": 0.994, "step": 65000 }, { "epoch": 5.4, "learning_rate": 3.65e-05, "loss": 0.9962, "step": 67500 }, { "epoch": 5.6, "learning_rate": 3.6e-05, "loss": 0.9982, "step": 70000 }, { "epoch": 5.8, "learning_rate": 3.55e-05, "loss": 0.9833, "step": 72500 }, { "epoch": 6.0, "learning_rate": 3.5e-05, "loss": 0.9806, "step": 75000 }, { "epoch": 6.0, "eval_loss": 1.2437635660171509, "eval_runtime": 9.3976, "eval_samples_per_second": 106.41, "step": 75000 }, { "epoch": 6.2, "learning_rate": 3.45e-05, "loss": 0.9458, "step": 77500 }, { "epoch": 6.4, "learning_rate": 3.4000000000000007e-05, "loss": 0.9548, "step": 80000 }, { "epoch": 6.6, "learning_rate": 3.35e-05, "loss": 0.9523, "step": 82500 }, { "epoch": 6.8, "learning_rate": 3.3e-05, "loss": 0.9439, "step": 85000 }, { "epoch": 7.0, "learning_rate": 3.2500000000000004e-05, "loss": 0.9384, "step": 87500 }, { "epoch": 7.0, "eval_loss": 1.1912026405334473, "eval_runtime": 9.4045, "eval_samples_per_second": 106.332, "step": 87500 }, { "epoch": 7.2, "learning_rate": 3.2000000000000005e-05, "loss": 0.9196, "step": 90000 }, { "epoch": 7.4, "learning_rate": 3.15e-05, "loss": 0.9098, "step": 92500 }, { "epoch": 7.6, "learning_rate": 3.1e-05, "loss": 0.9152, "step": 95000 }, { "epoch": 7.8, "learning_rate": 3.05e-05, "loss": 0.9073, "step": 97500 }, { "epoch": 8.0, "learning_rate": 3e-05, "loss": 0.8991, "step": 100000 }, { "epoch": 8.0, "eval_loss": 1.1714017391204834, "eval_runtime": 9.4059, "eval_samples_per_second": 106.316, "step": 100000 }, { "epoch": 8.2, "learning_rate": 2.95e-05, "loss": 0.8676, "step": 102500 }, { "epoch": 8.4, "learning_rate": 2.9e-05, "loss": 0.8792, "step": 105000 }, { "epoch": 8.6, "learning_rate": 2.8499999999999998e-05, "loss": 0.872, "step": 107500 }, { "epoch": 8.8, "learning_rate": 2.8000000000000003e-05, "loss": 0.8728, "step": 110000 }, { "epoch": 9.0, "learning_rate": 2.7500000000000004e-05, "loss": 0.8617, "step": 112500 }, { "epoch": 9.0, "eval_loss": 1.1749364137649536, "eval_runtime": 9.4187, "eval_samples_per_second": 106.171, "step": 112500 }, { "epoch": 9.2, "learning_rate": 2.7000000000000002e-05, "loss": 0.8444, "step": 115000 }, { "epoch": 9.4, "learning_rate": 2.6500000000000004e-05, "loss": 0.8463, "step": 117500 }, { "epoch": 9.6, "learning_rate": 2.6000000000000002e-05, "loss": 0.8334, "step": 120000 }, { "epoch": 9.8, "learning_rate": 2.5500000000000003e-05, "loss": 0.8304, "step": 122500 }, { "epoch": 10.0, "learning_rate": 2.5e-05, "loss": 0.8291, "step": 125000 }, { "epoch": 10.0, "eval_loss": 1.1757138967514038, "eval_runtime": 9.3955, "eval_samples_per_second": 106.433, "step": 125000 }, { "epoch": 10.2, "learning_rate": 2.45e-05, "loss": 0.8166, "step": 127500 }, { "epoch": 10.4, "learning_rate": 2.4e-05, "loss": 0.8126, "step": 130000 }, { "epoch": 10.6, "learning_rate": 2.35e-05, "loss": 0.8102, "step": 132500 }, { "epoch": 10.8, "learning_rate": 2.3000000000000003e-05, "loss": 0.8029, "step": 135000 }, { "epoch": 11.0, "learning_rate": 2.25e-05, "loss": 0.8031, "step": 137500 }, { "epoch": 11.0, "eval_loss": 1.1473666429519653, "eval_runtime": 9.3894, "eval_samples_per_second": 106.503, "step": 137500 }, { "epoch": 11.2, "learning_rate": 2.2000000000000003e-05, "loss": 0.7793, "step": 140000 }, { "epoch": 11.4, "learning_rate": 2.15e-05, "loss": 0.7842, "step": 142500 }, { "epoch": 11.6, "learning_rate": 2.1e-05, "loss": 0.7734, "step": 145000 }, { "epoch": 11.8, "learning_rate": 2.05e-05, "loss": 0.7817, "step": 147500 }, { "epoch": 12.0, "learning_rate": 2e-05, "loss": 0.7701, "step": 150000 }, { "epoch": 12.0, "eval_loss": 1.1467667818069458, "eval_runtime": 9.4066, "eval_samples_per_second": 106.308, "step": 150000 }, { "epoch": 12.2, "learning_rate": 1.9500000000000003e-05, "loss": 0.7573, "step": 152500 }, { "epoch": 12.4, "learning_rate": 1.9e-05, "loss": 0.7483, "step": 155000 }, { "epoch": 12.6, "learning_rate": 1.85e-05, "loss": 0.753, "step": 157500 }, { "epoch": 12.8, "learning_rate": 1.8e-05, "loss": 0.7475, "step": 160000 }, { "epoch": 13.0, "learning_rate": 1.75e-05, "loss": 0.7395, "step": 162500 }, { "epoch": 13.0, "eval_loss": 1.1321425437927246, "eval_runtime": 9.3951, "eval_samples_per_second": 106.438, "step": 162500 }, { "epoch": 13.2, "learning_rate": 1.7000000000000003e-05, "loss": 0.7292, "step": 165000 }, { "epoch": 13.4, "learning_rate": 1.65e-05, "loss": 0.7296, "step": 167500 }, { "epoch": 13.6, "learning_rate": 1.6000000000000003e-05, "loss": 0.719, "step": 170000 }, { "epoch": 13.8, "learning_rate": 1.55e-05, "loss": 0.7197, "step": 172500 }, { "epoch": 14.0, "learning_rate": 1.5e-05, "loss": 0.7122, "step": 175000 }, { "epoch": 14.0, "eval_loss": 1.1006277799606323, "eval_runtime": 9.3983, "eval_samples_per_second": 106.402, "step": 175000 }, { "epoch": 14.2, "learning_rate": 1.45e-05, "loss": 0.7011, "step": 177500 }, { "epoch": 14.4, "learning_rate": 1.4000000000000001e-05, "loss": 0.7032, "step": 180000 }, { "epoch": 14.6, "learning_rate": 1.3500000000000001e-05, "loss": 0.6977, "step": 182500 }, { "epoch": 14.8, "learning_rate": 1.3000000000000001e-05, "loss": 0.7004, "step": 185000 }, { "epoch": 15.0, "learning_rate": 1.25e-05, "loss": 0.6871, "step": 187500 }, { "epoch": 15.0, "eval_loss": 1.1152338981628418, "eval_runtime": 9.3979, "eval_samples_per_second": 106.407, "step": 187500 }, { "epoch": 15.2, "learning_rate": 1.2e-05, "loss": 0.6793, "step": 190000 }, { "epoch": 15.4, "learning_rate": 1.1500000000000002e-05, "loss": 0.6775, "step": 192500 }, { "epoch": 15.6, "learning_rate": 1.1000000000000001e-05, "loss": 0.6764, "step": 195000 }, { "epoch": 15.8, "learning_rate": 1.05e-05, "loss": 0.6731, "step": 197500 }, { "epoch": 16.0, "learning_rate": 1e-05, "loss": 0.6773, "step": 200000 }, { "epoch": 16.0, "eval_loss": 1.076183795928955, "eval_runtime": 9.4003, "eval_samples_per_second": 106.38, "step": 200000 }, { "epoch": 16.2, "learning_rate": 9.5e-06, "loss": 0.6625, "step": 202500 }, { "epoch": 16.4, "learning_rate": 9e-06, "loss": 0.6525, "step": 205000 }, { "epoch": 16.6, "learning_rate": 8.500000000000002e-06, "loss": 0.6566, "step": 207500 }, { "epoch": 16.8, "learning_rate": 8.000000000000001e-06, "loss": 0.6557, "step": 210000 }, { "epoch": 17.0, "learning_rate": 7.5e-06, "loss": 0.653, "step": 212500 }, { "epoch": 17.0, "eval_loss": 1.0961084365844727, "eval_runtime": 9.3914, "eval_samples_per_second": 106.48, "step": 212500 }, { "epoch": 17.2, "learning_rate": 7.000000000000001e-06, "loss": 0.6431, "step": 215000 }, { "epoch": 17.4, "learning_rate": 6.5000000000000004e-06, "loss": 0.6416, "step": 217500 }, { "epoch": 17.6, "learning_rate": 6e-06, "loss": 0.6391, "step": 220000 }, { "epoch": 17.8, "learning_rate": 5.500000000000001e-06, "loss": 0.6345, "step": 222500 }, { "epoch": 18.0, "learning_rate": 5e-06, "loss": 0.6365, "step": 225000 }, { "epoch": 18.0, "eval_loss": 1.0504688024520874, "eval_runtime": 9.4106, "eval_samples_per_second": 106.263, "step": 225000 }, { "epoch": 18.2, "learning_rate": 4.5e-06, "loss": 0.623, "step": 227500 }, { "epoch": 18.4, "learning_rate": 4.000000000000001e-06, "loss": 0.6205, "step": 230000 }, { "epoch": 18.6, "learning_rate": 3.5000000000000004e-06, "loss": 0.6231, "step": 232500 }, { "epoch": 18.8, "learning_rate": 3e-06, "loss": 0.6235, "step": 235000 }, { "epoch": 19.0, "learning_rate": 2.5e-06, "loss": 0.6104, "step": 237500 }, { "epoch": 19.0, "eval_loss": 1.0633997917175293, "eval_runtime": 9.3934, "eval_samples_per_second": 106.458, "step": 237500 }, { "epoch": 19.2, "learning_rate": 2.0000000000000003e-06, "loss": 0.6154, "step": 240000 }, { "epoch": 19.4, "learning_rate": 1.5e-06, "loss": 0.6103, "step": 242500 }, { "epoch": 19.6, "learning_rate": 1.0000000000000002e-06, "loss": 0.5998, "step": 245000 }, { "epoch": 19.8, "learning_rate": 5.000000000000001e-07, "loss": 0.6125, "step": 247500 }, { "epoch": 20.0, "learning_rate": 0.0, "loss": 0.6093, "step": 250000 }, { "epoch": 20.0, "eval_loss": 1.0744267702102661, "eval_runtime": 9.4035, "eval_samples_per_second": 106.344, "step": 250000 }, { "epoch": 20.0, "step": 250000, "train_runtime": 70464.5842, "train_samples_per_second": 3.548 } ], "max_steps": 250000, "num_train_epochs": 20, "total_flos": 305681719606891488, "trial_name": null, "trial_params": null }