File size: 6,345 Bytes
9ec95fd |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 |
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 500,
"global_step": 2250,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.2222222222222222,
"grad_norm": 11.793246269226074,
"learning_rate": 2.2222222222222223e-05,
"loss": 3.818,
"step": 500
},
{
"epoch": 0.2222222222222222,
"eval_accuracy_background": 0.19581472704788175,
"eval_accuracy_double_plant": 0.09380215019766877,
"eval_accuracy_drydown": 0.7107036127331178,
"eval_accuracy_endrow": 0.02059395079032939,
"eval_accuracy_nutrient_deficiency": 0.8348166019686053,
"eval_accuracy_planter_skip": 0.09523015915808461,
"eval_accuracy_water": 0.9933604093368263,
"eval_accuracy_waterway": 0.5081417568068439,
"eval_accuracy_weed_cluster": 0.8598379016004754,
"eval_iou_background": 0.18808867925529232,
"eval_iou_double_plant": 0.06203210246822897,
"eval_iou_drydown": 0.40717237628074626,
"eval_iou_endrow": 0.0177635377630849,
"eval_iou_nutrient_deficiency": 0.24616684931318317,
"eval_iou_planter_skip": 0.08719568132734196,
"eval_iou_water": 0.2711830537857341,
"eval_iou_waterway": 0.11493665271237699,
"eval_iou_weed_cluster": 0.15174042308492286,
"eval_loss": 3.0543487071990967,
"eval_mean_accuracy": 0.47914458551553707,
"eval_mean_iou": 0.1718088173323235,
"eval_overall_accuracy": 0.3698257009825982,
"eval_runtime": 233.3045,
"eval_samples_per_second": 12.182,
"eval_steps_per_second": 1.526,
"step": 500
},
{
"epoch": 0.4444444444444444,
"grad_norm": 18.055360794067383,
"learning_rate": 4.4444444444444447e-05,
"loss": 3.0561,
"step": 1000
},
{
"epoch": 0.4444444444444444,
"eval_accuracy_background": 0.33281217700519594,
"eval_accuracy_double_plant": 0.6079763269177568,
"eval_accuracy_drydown": 0.7946684041913001,
"eval_accuracy_endrow": 0.349301342050525,
"eval_accuracy_nutrient_deficiency": 0.7314999843672831,
"eval_accuracy_planter_skip": 0.6712138070986369,
"eval_accuracy_water": 0.995121665952459,
"eval_accuracy_waterway": 0.5701844801294333,
"eval_accuracy_weed_cluster": 0.5467936481137453,
"eval_iou_background": 0.3071003729227365,
"eval_iou_double_plant": 0.05692166554215038,
"eval_iou_drydown": 0.45070670178291583,
"eval_iou_endrow": 0.12562451540796912,
"eval_iou_nutrient_deficiency": 0.2946294028718886,
"eval_iou_planter_skip": 0.13924388642718094,
"eval_iou_water": 0.2832997795518204,
"eval_iou_waterway": 0.10604657522478783,
"eval_iou_weed_cluster": 0.21995946645651349,
"eval_loss": 2.7527103424072266,
"eval_mean_accuracy": 0.6221746484251484,
"eval_mean_iou": 0.2203924851319959,
"eval_overall_accuracy": 0.4604543823237725,
"eval_runtime": 234.4163,
"eval_samples_per_second": 12.124,
"eval_steps_per_second": 1.519,
"step": 1000
},
{
"epoch": 0.6666666666666666,
"grad_norm": 17.42981719970703,
"learning_rate": 6.666666666666667e-05,
"loss": 2.8425,
"step": 1500
},
{
"epoch": 0.6666666666666666,
"eval_accuracy_background": 0.3979410567243586,
"eval_accuracy_double_plant": 0.35090828194540236,
"eval_accuracy_drydown": 0.990671482434014,
"eval_accuracy_endrow": 0.2249281722842768,
"eval_accuracy_nutrient_deficiency": 0.64935174422475,
"eval_accuracy_planter_skip": 0.5494840964457799,
"eval_accuracy_water": 0.9732364233609112,
"eval_accuracy_waterway": 0.32217860917602775,
"eval_accuracy_weed_cluster": 0.4993965740432129,
"eval_iou_background": 0.3749426436452205,
"eval_iou_double_plant": 0.1311586100117858,
"eval_iou_drydown": 0.377378210407481,
"eval_iou_endrow": 0.10949437953809864,
"eval_iou_nutrient_deficiency": 0.3194503546667628,
"eval_iou_planter_skip": 0.2767050562366308,
"eval_iou_water": 0.33601793640817545,
"eval_iou_waterway": 0.17211292189101207,
"eval_iou_weed_cluster": 0.23999589853669023,
"eval_loss": 2.7259955406188965,
"eval_mean_accuracy": 0.5508996045154149,
"eval_mean_iou": 0.2596951123713175,
"eval_overall_accuracy": 0.5187459341357686,
"eval_runtime": 234.4997,
"eval_samples_per_second": 12.119,
"eval_steps_per_second": 1.518,
"step": 1500
},
{
"epoch": 0.8888888888888888,
"grad_norm": 18.323888778686523,
"learning_rate": 8.888888888888889e-05,
"loss": 2.812,
"step": 2000
},
{
"epoch": 0.8888888888888888,
"eval_accuracy_background": 0.3444616006736896,
"eval_accuracy_double_plant": 0.2994677094262697,
"eval_accuracy_drydown": 0.9219474623777996,
"eval_accuracy_endrow": 0.08748836836582362,
"eval_accuracy_nutrient_deficiency": 0.8971747201033099,
"eval_accuracy_planter_skip": 0.4553112332178167,
"eval_accuracy_water": 0.9835769083095529,
"eval_accuracy_waterway": 0.3921009308045625,
"eval_accuracy_weed_cluster": 0.7258725441601974,
"eval_iou_background": 0.32680002116655066,
"eval_iou_double_plant": 0.1689556986493995,
"eval_iou_drydown": 0.4498001115160996,
"eval_iou_endrow": 0.07367449850616072,
"eval_iou_nutrient_deficiency": 0.3152010347192682,
"eval_iou_planter_skip": 0.28500014113702443,
"eval_iou_water": 0.3018250386605094,
"eval_iou_waterway": 0.11357719882212529,
"eval_iou_weed_cluster": 0.2522793183619568,
"eval_loss": 2.639113187789917,
"eval_mean_accuracy": 0.5674890530487802,
"eval_mean_iou": 0.25412367350434384,
"eval_overall_accuracy": 0.5034953329987246,
"eval_runtime": 234.7079,
"eval_samples_per_second": 12.109,
"eval_steps_per_second": 1.517,
"step": 2000
}
],
"logging_steps": 500,
"max_steps": 22500,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 2250,
"total_flos": 9.581014347153408e+18,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}
|