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KB-VQA
File size: 2,427 Bytes 
92894b3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "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-5, 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
}