jnhg_ai_code/utils/loggers/comet/optimizer_config.json

{
  "algorithm": "random",
  "parameters": {
    "anchor_t": {
      "type": "discrete",
      "values": [
        2,
        8
      ]
    },
    "batch_size": {
      "type": "discrete",
      "values": [
        16,
        32,
        64
      ]
    },
    "box": {
      "type": "discrete",
      "values": [
        0.02,
        0.2
      ]
    },
    "cls": {
      "type": "discrete",
      "values": [
        0.2
      ]
    },
    "cls_pw": {
      "type": "discrete",
      "values": [
        0.5
      ]
    },
    "copy_paste": {
      "type": "discrete",
      "values": [
        1
      ]
    },
    "degrees": {
      "type": "discrete",
      "values": [
        0,
        45
      ]
    },
    "epochs": {
      "type": "discrete",
      "values": [
        5
      ]
    },
    "fl_gamma": {
      "type": "discrete",
      "values": [
        0
      ]
    },
    "fliplr": {
      "type": "discrete",
      "values": [
        0
      ]
    },
    "flipud": {
      "type": "discrete",
      "values": [
        0
      ]
    },
    "hsv_h": {
      "type": "discrete",
      "values": [
        0
      ]
    },
    "hsv_s": {
      "type": "discrete",
      "values": [
        0
      ]
    },
    "hsv_v": {
      "type": "discrete",
      "values": [
        0
      ]
    },
    "iou_t": {
      "type": "discrete",
      "values": [
        0.7
      ]
    },
    "lr0": {
      "type": "discrete",
      "values": [
        1e-05,
        0.1
      ]
    },
    "lrf": {
      "type": "discrete",
      "values": [
        0.01,
        1
      ]
    },
    "mixup": {
      "type": "discrete",
      "values": [
        1
      ]
    },
    "momentum": {
      "type": "discrete",
      "values": [
        0.6
      ]
    },
    "mosaic": {
      "type": "discrete",
      "values": [
        0
      ]
    },
    "obj": {
      "type": "discrete",
      "values": [
        0.2
      ]
    },
    "obj_pw": {
      "type": "discrete",
      "values": [
        0.5
      ]
    },
    "optimizer": {
      "type": "categorical",
      "values": [
        "SGD",
        "Adam",
        "AdamW"
      ]
    },
    "perspective": {
      "type": "discrete",
      "values": [
        0
      ]
    },
    "scale": {
      "type": "discrete",
      "values": [
        0
      ]
    },
    "shear": {
      "type": "discrete",
      "values": [
        0
      ]
    },
    "translate": {
      "type": "discrete",
      "values": [
        0
      ]
    },
    "warmup_bias_lr": {
      "type": "discrete",
      "values": [
        0,
        0.2
      ]
    },
    "warmup_epochs": {
      "type": "discrete",
      "values": [
        5
      ]
    },
    "warmup_momentum": {
      "type": "discrete",
      "values": [
        0,
        0.95
      ]
    },
    "weight_decay": {
      "type": "discrete",
      "values": [
        0,
        0.001
      ]
    }
  },
  "spec": {
    "maxCombo": 0,
    "metric": "metrics/mAP_0.5",
    "objective": "maximize"
  },
  "trials": 1
}