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