{ "best_metric": 0.5434782608695652, "best_model_checkpoint": "swiftformer-xs-DMAE\\checkpoint-3", "epoch": 34.285714285714285, "eval_steps": 500, "global_step": 120, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.86, "eval_accuracy": 0.5434782608695652, "eval_loss": 1.3591431379318237, "eval_runtime": 0.6507, "eval_samples_per_second": 70.698, "eval_steps_per_second": 4.611, "step": 3 }, { "epoch": 2.0, "eval_accuracy": 0.5434782608695652, "eval_loss": 1.231246829032898, "eval_runtime": 0.6722, "eval_samples_per_second": 68.437, "eval_steps_per_second": 4.463, "step": 7 }, { "epoch": 2.86, "learning_rate": 0.006666666666666667, "loss": 1.2973, "step": 10 }, { "epoch": 2.86, "eval_accuracy": 0.391304347826087, "eval_loss": 2.0533361434936523, "eval_runtime": 0.5966, "eval_samples_per_second": 77.098, "eval_steps_per_second": 5.028, "step": 10 }, { "epoch": 4.0, "eval_accuracy": 0.13043478260869565, "eval_loss": 3.3852343559265137, "eval_runtime": 0.6126, "eval_samples_per_second": 75.084, "eval_steps_per_second": 4.897, "step": 14 }, { "epoch": 4.86, "eval_accuracy": 0.2826086956521739, "eval_loss": 5.402902126312256, "eval_runtime": 0.6162, "eval_samples_per_second": 74.656, "eval_steps_per_second": 4.869, "step": 17 }, { "epoch": 5.71, "learning_rate": 0.007407407407407408, "loss": 1.3932, "step": 20 }, { "epoch": 6.0, "eval_accuracy": 0.15217391304347827, "eval_loss": 6.73091983795166, "eval_runtime": 0.6251, "eval_samples_per_second": 73.584, "eval_steps_per_second": 4.799, "step": 21 }, { "epoch": 6.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.1893627643585205, "eval_runtime": 0.5871, "eval_samples_per_second": 78.345, "eval_steps_per_second": 5.109, "step": 24 }, { "epoch": 8.0, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.3668298721313477, "eval_runtime": 0.8242, "eval_samples_per_second": 55.811, "eval_steps_per_second": 3.64, "step": 28 }, { "epoch": 8.57, "learning_rate": 0.006666666666666667, "loss": 1.224, "step": 30 }, { "epoch": 8.86, "eval_accuracy": 0.30434782608695654, "eval_loss": 1.4738078117370605, "eval_runtime": 0.5976, "eval_samples_per_second": 76.969, "eval_steps_per_second": 5.02, "step": 31 }, { "epoch": 10.0, "eval_accuracy": 0.4782608695652174, "eval_loss": 3.30267333984375, "eval_runtime": 0.6467, "eval_samples_per_second": 71.136, "eval_steps_per_second": 4.639, "step": 35 }, { "epoch": 10.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.5451834201812744, "eval_runtime": 0.5736, "eval_samples_per_second": 80.19, "eval_steps_per_second": 5.23, "step": 38 }, { "epoch": 11.43, "learning_rate": 0.005925925925925926, "loss": 1.1773, "step": 40 }, { "epoch": 12.0, "eval_accuracy": 0.32608695652173914, "eval_loss": 2.5105574131011963, "eval_runtime": 0.6352, "eval_samples_per_second": 72.423, "eval_steps_per_second": 4.723, "step": 42 }, { "epoch": 12.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 2.3560242652893066, "eval_runtime": 0.6231, "eval_samples_per_second": 73.82, "eval_steps_per_second": 4.814, "step": 45 }, { "epoch": 14.0, "eval_accuracy": 0.5, "eval_loss": 1.3445404767990112, "eval_runtime": 0.6242, "eval_samples_per_second": 73.699, "eval_steps_per_second": 4.806, "step": 49 }, { "epoch": 14.29, "learning_rate": 0.005185185185185185, "loss": 1.2552, "step": 50 }, { "epoch": 14.86, "eval_accuracy": 0.43478260869565216, "eval_loss": 1.264084815979004, "eval_runtime": 0.6312, "eval_samples_per_second": 72.882, "eval_steps_per_second": 4.753, "step": 52 }, { "epoch": 16.0, "eval_accuracy": 0.41304347826086957, "eval_loss": 1.2809749841690063, "eval_runtime": 0.6291, "eval_samples_per_second": 73.116, "eval_steps_per_second": 4.768, "step": 56 }, { "epoch": 16.86, "eval_accuracy": 0.43478260869565216, "eval_loss": 1.2486095428466797, "eval_runtime": 0.6246, "eval_samples_per_second": 73.641, "eval_steps_per_second": 4.803, "step": 59 }, { "epoch": 17.14, "learning_rate": 0.0044444444444444444, "loss": 1.1857, "step": 60 }, { "epoch": 18.0, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.3768922090530396, "eval_runtime": 0.6182, "eval_samples_per_second": 74.415, "eval_steps_per_second": 4.853, "step": 63 }, { "epoch": 18.86, "eval_accuracy": 0.391304347826087, "eval_loss": 1.3311198949813843, "eval_runtime": 0.5861, "eval_samples_per_second": 78.481, "eval_steps_per_second": 5.118, "step": 66 }, { "epoch": 20.0, "learning_rate": 0.003703703703703704, "loss": 1.2054, "step": 70 }, { "epoch": 20.0, "eval_accuracy": 0.30434782608695654, "eval_loss": 1.3728384971618652, "eval_runtime": 0.6246, "eval_samples_per_second": 73.641, "eval_steps_per_second": 4.803, "step": 70 }, { "epoch": 20.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2437033653259277, "eval_runtime": 0.6181, "eval_samples_per_second": 74.417, "eval_steps_per_second": 4.853, "step": 73 }, { "epoch": 22.0, "eval_accuracy": 0.41304347826086957, "eval_loss": 1.2751320600509644, "eval_runtime": 0.6296, "eval_samples_per_second": 73.057, "eval_steps_per_second": 4.765, "step": 77 }, { "epoch": 22.86, "learning_rate": 0.002962962962962963, "loss": 1.2037, "step": 80 }, { "epoch": 22.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2529469728469849, "eval_runtime": 0.6047, "eval_samples_per_second": 76.076, "eval_steps_per_second": 4.961, "step": 80 }, { "epoch": 24.0, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2354108095169067, "eval_runtime": 0.6081, "eval_samples_per_second": 75.641, "eval_steps_per_second": 4.933, "step": 84 }, { "epoch": 24.86, "eval_accuracy": 0.43478260869565216, "eval_loss": 1.23885977268219, "eval_runtime": 0.6132, "eval_samples_per_second": 75.022, "eval_steps_per_second": 4.893, "step": 87 }, { "epoch": 25.71, "learning_rate": 0.0022222222222222222, "loss": 1.1888, "step": 90 }, { "epoch": 26.0, "eval_accuracy": 0.43478260869565216, "eval_loss": 1.2455952167510986, "eval_runtime": 0.6196, "eval_samples_per_second": 74.236, "eval_steps_per_second": 4.841, "step": 91 }, { "epoch": 26.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2312220335006714, "eval_runtime": 0.5921, "eval_samples_per_second": 77.685, "eval_steps_per_second": 5.066, "step": 94 }, { "epoch": 28.0, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2452948093414307, "eval_runtime": 0.6407, "eval_samples_per_second": 71.802, "eval_steps_per_second": 4.683, "step": 98 }, { "epoch": 28.57, "learning_rate": 0.0014814814814814814, "loss": 1.1872, "step": 100 }, { "epoch": 28.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2506513595581055, "eval_runtime": 0.6071, "eval_samples_per_second": 75.766, "eval_steps_per_second": 4.941, "step": 101 }, { "epoch": 30.0, "eval_accuracy": 0.41304347826086957, "eval_loss": 1.2598766088485718, "eval_runtime": 0.6437, "eval_samples_per_second": 71.467, "eval_steps_per_second": 4.661, "step": 105 }, { "epoch": 30.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2493034601211548, "eval_runtime": 0.6182, "eval_samples_per_second": 74.415, "eval_steps_per_second": 4.853, "step": 108 }, { "epoch": 31.43, "learning_rate": 0.0007407407407407407, "loss": 1.1796, "step": 110 }, { "epoch": 32.0, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2410696744918823, "eval_runtime": 0.6317, "eval_samples_per_second": 72.825, "eval_steps_per_second": 4.749, "step": 112 }, { "epoch": 32.86, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2361904382705688, "eval_runtime": 0.5841, "eval_samples_per_second": 78.749, "eval_steps_per_second": 5.136, "step": 115 }, { "epoch": 34.0, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2300723791122437, "eval_runtime": 0.8292, "eval_samples_per_second": 55.475, "eval_steps_per_second": 3.618, "step": 119 }, { "epoch": 34.29, "learning_rate": 0.0, "loss": 1.199, "step": 120 }, { "epoch": 34.29, "eval_accuracy": 0.45652173913043476, "eval_loss": 1.2346495389938354, "eval_runtime": 0.6237, "eval_samples_per_second": 73.759, "eval_steps_per_second": 4.81, "step": 120 }, { "epoch": 34.29, "step": 120, "total_flos": 2.0027429927092224e+16, "train_loss": 1.2247031291325887, "train_runtime": 132.0853, "train_samples_per_second": 64.504, "train_steps_per_second": 0.909 } ], "logging_steps": 10, "max_steps": 120, "num_input_tokens_seen": 0, "num_train_epochs": 40, "save_steps": 500, "total_flos": 2.0027429927092224e+16, "train_batch_size": 16, "trial_name": null, "trial_params": null }