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v0.33.0

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See https://github.com/quic/ai-hub-models/releases/v0.33.0 for changelog.

Files changed (12) hide show
  1. README.md +36 -36
  2. ResNet50.onnx → ResNet50.onnx.zip +2 -2
  3. ResNet50_w8a8.dlc +2 -2
  4. ResNet50_w8a8.onnx → ResNet50_w8a8.onnx.zip +2 -2
  5. ResNet50_w8a8.tflite +1 -1
  6. precompiled/qualcomm-qcs6490-proxy/ResNet50_w8a8.bin +3 -0
  7. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +3 -0
  8. precompiled/qualcomm-snapdragon-x-elite/ResNet50.bin +3 -0
  9. precompiled/qualcomm-snapdragon-x-elite/ResNet50.onnx.zip +3 -0
  10. precompiled/qualcomm-snapdragon-x-elite/ResNet50_w8a8.bin +3 -0
  11. precompiled/qualcomm-snapdragon-x-elite/ResNet50_w8a8.onnx.zip +3 -0
  12. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
README.md CHANGED
@@ -56,47 +56,47 @@ More details on model performance across various devices, can be found
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  | ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.312 ms | 1 - 29 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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  | ResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.246 ms | 0 - 379 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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  | ResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.181 ms | 0 - 12 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.241 ms | 0 - 148 MB | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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  | ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.612 ms | 0 - 88 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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  | ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.588 ms | 1 - 40 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.588 ms | 0 - 41 MB | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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  | ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.508 ms | 0 - 71 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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  | ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.302 ms | 0 - 34 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.604 ms | 1 - 34 MB | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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  | ResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.653 ms | 154 - 154 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.151 ms | 49 - 49 MB | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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- | ResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.682 ms | 0 - 25 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.993 ms | 0 - 27 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.924 ms | 0 - 58 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.191 ms | 0 - 49 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.774 ms | 0 - 124 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.895 ms | 0 - 124 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.94 ms | 0 - 27 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.054 ms | 0 - 28 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.749 ms | 0 - 45 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 3.877 ms | 0 - 45 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 11.352 ms | 0 - 2 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.682 ms | 0 - 25 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.993 ms | 0 - 27 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.772 ms | 0 - 121 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.9 ms | 0 - 124 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.221 ms | 0 - 30 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.363 ms | 0 - 31 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.769 ms | 0 - 124 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.89 ms | 0 - 120 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.94 ms | 0 - 27 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.054 ms | 0 - 28 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.775 ms | 0 - 124 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.895 ms | 0 - 121 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.055 ms | 0 - 86 MB | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx) |
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- | ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.585 ms | 0 - 57 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.684 ms | 0 - 53 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.783 ms | 0 - 64 MB | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx) |
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- | ResNet50 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.537 ms | 0 - 28 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.575 ms | 0 - 34 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.812 ms | 0 - 39 MB | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx) |
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- | ResNet50 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.963 ms | 119 - 119 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.01 ms | 27 - 27 MB | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx) |
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  | ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.312 ms | 1 - 29 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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  | ResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.246 ms | 0 - 379 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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  | ResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.181 ms | 0 - 12 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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+ | ResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.165 ms | 1 - 163 MB | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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  | ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.612 ms | 0 - 88 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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  | ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.588 ms | 1 - 40 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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+ | ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.597 ms | 0 - 42 MB | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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  | ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.508 ms | 0 - 71 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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  | ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.302 ms | 0 - 34 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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+ | ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.594 ms | 0 - 35 MB | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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  | ResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.653 ms | 154 - 154 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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+ | ResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.173 ms | 50 - 50 MB | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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+ | ResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.699 ms | 0 - 25 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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+ | ResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.983 ms | 0 - 28 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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+ | ResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.917 ms | 0 - 56 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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+ | ResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.202 ms | 0 - 50 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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+ | ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.768 ms | 0 - 122 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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+ | ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.897 ms | 0 - 122 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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+ | ResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.939 ms | 0 - 26 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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+ | ResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.062 ms | 0 - 28 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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+ | ResNet50 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.765 ms | 0 - 46 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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+ | ResNet50 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 3.9 ms | 0 - 44 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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+ | ResNet50 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 11.742 ms | 0 - 2 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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+ | ResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.699 ms | 0 - 25 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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+ | ResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.983 ms | 0 - 28 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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+ | ResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.771 ms | 0 - 123 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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+ | ResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.899 ms | 0 - 124 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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+ | ResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.244 ms | 0 - 28 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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+ | ResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.358 ms | 0 - 32 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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+ | ResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.772 ms | 0 - 122 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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+ | ResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.898 ms | 0 - 124 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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+ | ResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.939 ms | 0 - 26 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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+ | ResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.062 ms | 0 - 28 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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+ | ResNet50 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.771 ms | 0 - 120 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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+ | ResNet50 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.897 ms | 0 - 124 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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+ | ResNet50 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.058 ms | 0 - 92 MB | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx) |
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+ | ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.586 ms | 0 - 49 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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+ | ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.688 ms | 0 - 48 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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+ | ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.792 ms | 0 - 62 MB | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx) |
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+ | ResNet50 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.543 ms | 0 - 33 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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+ | ResNet50 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.565 ms | 0 - 30 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
97
+ | ResNet50 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.785 ms | 0 - 41 MB | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx) |
98
+ | ResNet50 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.969 ms | 116 - 116 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
99
+ | ResNet50 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.015 ms | 27 - 27 MB | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx) |
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