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MobileNet-v3-Small

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PyTorch
LiteRT
ONNX
backbone
real_time
android
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v0.29.1

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See https://github.com/quic/ai-hub-models/releases/v0.29.1 for changelog.

Files changed (2) hide show
  1. MobileNet-v3-Small_w8a16.onnx +3 -0
  2. README.md +18 -0
MobileNet-v3-Small_w8a16.onnx ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:499db66d38ade4050321d250c53dea14d385301c386bc8ccff2284566d0c7a85
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+ size 10319939
README.md CHANGED
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  | MobileNet-v3-Small | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.46 ms | 0 - 24 MB | NPU | [MobileNet-v3-Small.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Small/blob/main/MobileNet-v3-Small.onnx) |
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  | MobileNet-v3-Small | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.888 ms | 1 - 1 MB | NPU | Use Export Script |
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  | MobileNet-v3-Small | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.684 ms | 5 - 5 MB | NPU | [MobileNet-v3-Small.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Small/blob/main/MobileNet-v3-Small.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  | MobileNet-v3-Small | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.46 ms | 0 - 24 MB | NPU | [MobileNet-v3-Small.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Small/blob/main/MobileNet-v3-Small.onnx) |
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  | MobileNet-v3-Small | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.888 ms | 1 - 1 MB | NPU | Use Export Script |
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  | MobileNet-v3-Small | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.684 ms | 5 - 5 MB | NPU | [MobileNet-v3-Small.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Small/blob/main/MobileNet-v3-Small.onnx) |
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+ | MobileNet-v3-Small | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 2.486 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Small | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.083 ms | 0 - 25 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Small | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.788 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Small | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.018 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Small | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 2.42 ms | 0 - 14 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Small | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN | 2.486 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Small | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.785 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Small | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.327 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Small | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.787 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Small | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.018 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Small | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.782 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Small | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.667 ms | 0 - 25 MB | NPU | [MobileNet-v3-Small.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Small/blob/main/MobileNet-v3-Small_w8a16.onnx) |
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+ | MobileNet-v3-Small | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.545 ms | 0 - 25 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Small | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.446 ms | 0 - 32 MB | NPU | [MobileNet-v3-Small.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Small/blob/main/MobileNet-v3-Small_w8a16.onnx) |
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+ | MobileNet-v3-Small | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.479 ms | 0 - 19 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Small | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.394 ms | 0 - 23 MB | NPU | [MobileNet-v3-Small.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Small/blob/main/MobileNet-v3-Small_w8a16.onnx) |
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+ | MobileNet-v3-Small | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.93 ms | 0 - 0 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Small | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.698 ms | 0 - 0 MB | NPU | [MobileNet-v3-Small.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Small/blob/main/MobileNet-v3-Small_w8a16.onnx) |
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