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v0.36.0

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See https://github.com/quic/ai-hub-models/releases/v0.36.0 for changelog.

Files changed (14) hide show
  1. README.md +57 -61
  2. ResNet101.dlc +2 -2
  3. ResNet101.onnx.zip +1 -1
  4. ResNet101_w8a8.dlc +2 -2
  5. ResNet101_w8a8.onnx.zip +0 -3
  6. ResNet101_w8a8.tflite +1 -1
  7. precompiled/qualcomm-qcs6490-proxy/ResNet101_w8a8.bin +2 -2
  8. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +1 -1
  9. precompiled/qualcomm-snapdragon-x-elite/ResNet101.bin +2 -2
  10. precompiled/qualcomm-snapdragon-x-elite/ResNet101.onnx.zip +2 -2
  11. precompiled/qualcomm-snapdragon-x-elite/ResNet101_w8a8.bin +2 -2
  12. precompiled/qualcomm-snapdragon-x-elite/ResNet101_w8a8.onnx.zip +2 -2
  13. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +1 -1
  14. sdk_versions.yml +3 -3
README.md CHANGED
@@ -37,67 +37,63 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | ResNet101 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 18.341 ms | 0 - 107 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 18.249 ms | 1 - 39 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 4.722 ms | 0 - 111 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 5.479 ms | 1 - 32 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.318 ms | 0 - 29 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.228 ms | 1 - 17 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.49 ms | 0 - 107 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.337 ms | 0 - 39 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 18.341 ms | 0 - 107 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 18.249 ms | 1 - 39 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.355 ms | 0 - 277 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.254 ms | 0 - 22 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 5.631 ms | 0 - 82 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.489 ms | 1 - 29 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.372 ms | 0 - 298 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.244 ms | 0 - 17 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.49 ms | 0 - 107 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.337 ms | 0 - 39 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 3.34 ms | 0 - 468 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 3.247 ms | 0 - 17 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 3.358 ms | 0 - 13 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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- | ResNet101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.409 ms | 0 - 139 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.386 ms | 0 - 46 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.413 ms | 0 - 48 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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- | ResNet101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.961 ms | 0 - 112 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.241 ms | 0 - 44 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.358 ms | 1 - 44 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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- | ResNet101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.827 ms | 231 - 231 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.392 ms | 86 - 86 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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- | ResNet101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.719 ms | 0 - 43 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 16.524 ms | 0 - 47 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.379 ms | 0 - 93 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.812 ms | 0 - 80 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.157 ms | 0 - 237 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.273 ms | 0 - 206 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.322 ms | 0 - 43 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.439 ms | 0 - 47 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.4 ms | 0 - 78 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 6.337 ms | 0 - 78 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 17.234 ms | 0 - 2 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.719 ms | 0 - 43 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 16.524 ms | 0 - 47 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.162 ms | 0 - 235 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.27 ms | 0 - 233 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.776 ms | 0 - 46 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.884 ms | 0 - 49 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.167 ms | 0 - 236 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.27 ms | 0 - 231 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.322 ms | 0 - 43 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.439 ms | 0 - 47 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.154 ms | 0 - 233 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.276 ms | 0 - 230 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 24.537 ms | 0 - 177 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx) |
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- | ResNet101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.886 ms | 0 - 89 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.977 ms | 0 - 80 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 20.686 ms | 46 - 1706 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx) |
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- | ResNet101 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.791 ms | 0 - 51 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.832 ms | 0 - 50 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 16.581 ms | 9 - 689 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx) |
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- | ResNet101 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.281 ms | 201 - 201 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 24.29 ms | 48 - 48 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx) |
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | ResNet101 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 18.374 ms | 0 - 90 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 18.256 ms | 1 - 40 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 4.689 ms | 0 - 108 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 5.481 ms | 1 - 35 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.35 ms | 0 - 37 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.217 ms | 1 - 11 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.528 ms | 0 - 89 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.384 ms | 0 - 40 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 18.374 ms | 0 - 90 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 18.256 ms | 1 - 40 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.325 ms | 0 - 37 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.232 ms | 1 - 11 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 5.574 ms | 0 - 82 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.491 ms | 1 - 31 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.37 ms | 0 - 16 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.256 ms | 1 - 11 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.528 ms | 0 - 89 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.384 ms | 0 - 40 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 3.336 ms | 0 - 16 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 3.261 ms | 1 - 10 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 3.375 ms | 0 - 125 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx.zip) |
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+ | ResNet101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.412 ms | 0 - 113 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.368 ms | 0 - 46 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.455 ms | 0 - 47 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx.zip) |
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+ | ResNet101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 2.286 ms | 0 - 92 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
65
+ | ResNet101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.21 ms | 0 - 43 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
66
+ | ResNet101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.353 ms | 1 - 42 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx.zip) |
67
+ | ResNet101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.47 ms | 253 - 253 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
68
+ | ResNet101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.366 ms | 86 - 86 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx.zip) |
69
+ | ResNet101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.734 ms | 0 - 60 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
70
+ | ResNet101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.886 ms | 0 - 62 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
71
+ | ResNet101 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.348 ms | 0 - 110 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
72
+ | ResNet101 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.805 ms | 0 - 93 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
73
+ | ResNet101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.158 ms | 0 - 237 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
74
+ | ResNet101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.276 ms | 0 - 214 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
75
+ | ResNet101 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.341 ms | 0 - 60 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
76
+ | ResNet101 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.456 ms | 0 - 62 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
77
+ | ResNet101 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.399 ms | 0 - 79 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
78
+ | ResNet101 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 6.403 ms | 0 - 80 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
79
+ | ResNet101 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 17.89 ms | 0 - 3 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
80
+ | ResNet101 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.734 ms | 0 - 60 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
81
+ | ResNet101 | w8a8 | SA7255P ADP | Qualcomm�� SA7255P | QNN_DLC | 2.886 ms | 0 - 62 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
82
+ | ResNet101 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.157 ms | 0 - 236 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
83
+ | ResNet101 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.277 ms | 0 - 216 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
84
+ | ResNet101 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.774 ms | 0 - 66 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
85
+ | ResNet101 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.936 ms | 0 - 69 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
86
+ | ResNet101 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.159 ms | 0 - 234 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
87
+ | ResNet101 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.274 ms | 0 - 224 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
88
+ | ResNet101 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.341 ms | 0 - 60 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
89
+ | ResNet101 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.456 ms | 0 - 62 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
90
+ | ResNet101 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.155 ms | 0 - 235 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
91
+ | ResNet101 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.27 ms | 0 - 216 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
92
+ | ResNet101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.869 ms | 0 - 108 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
93
+ | ResNet101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.961 ms | 0 - 90 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
94
+ | ResNet101 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.81 ms | 0 - 65 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
95
+ | ResNet101 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.824 ms | 0 - 68 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
96
+ | ResNet101 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.263 ms | 230 - 230 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
 
 
 
 
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