optimizer_config.json
2.95 KB
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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-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
}