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software-mansion
/
DeepLabV3-ExecuTorch
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Software Mansion
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Image Segmentation
ExecuTorch
License:
bsd-3-clause
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DeepLabV3-ExecuTorch
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qnn
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config.json
Commit History
Oct 20
12 days ago
12:22
Export the MobileNetV3 QNN variants as a8w8 (2.2x faster at the same mIoU)
msluszniak
Verified signature
aea83bf
Oct 19
13 days ago
18:32
Export the ResNet QNN variants as a8w8 (2x faster at the same mIoU)
msluszniak
Verified signature
eb12be7
Sep 25
18:16
QNN: DeepLabV3-ResNet101 a16w8; list the ResNet QNN files in the README
msluszniak
b2cf088
14:30
QNN: DeepLabV3-ResNet50 a16w8, one context binary per Hexagon version
msluszniak
b268a80
Sep 24
12:58
QNN: DeepLabV3-MobileNetV3 a16w8, one context binary per Hexagon version
msluszniak
f7eff56
66.55% mIoU on VOC2012 val (200 images) against 66.56% for the XNNPACK int8 file, at 3.20 ms/inference on an S26 Ultra. Returns a class index per pixel, (1,520,520) int32, instead of (1,21,520,520) logits.
