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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. ResNet50.dlc +2 -2
  3. ResNet50.onnx.zip +1 -1
  4. ResNet50_w8a8.dlc +2 -2
  5. ResNet50_w8a8.onnx.zip +0 -3
  6. ResNet50_w8a8.tflite +1 -1
  7. precompiled/qualcomm-qcs6490-proxy/ResNet50_w8a8.bin +2 -2
  8. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +1 -1
  9. precompiled/qualcomm-snapdragon-x-elite/ResNet50.bin +2 -2
  10. precompiled/qualcomm-snapdragon-x-elite/ResNet50.onnx.zip +2 -2
  11. precompiled/qualcomm-snapdragon-x-elite/ResNet50_w8a8.bin +2 -2
  12. precompiled/qualcomm-snapdragon-x-elite/ResNet50_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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- | ResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 10.726 ms | 0 - 68 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 10.678 ms | 1 - 30 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.048 ms | 0 - 72 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.561 ms | 1 - 30 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.241 ms | 0 - 377 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.168 ms | 1 - 11 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.488 ms | 0 - 68 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | 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 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 10.726 ms | 0 - 68 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 10.678 ms | 1 - 30 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.248 ms | 0 - 382 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.181 ms | 0 - 76 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.696 ms | 0 - 56 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.654 ms | 1 - 27 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.251 ms | 0 - 374 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.164 ms | 0 - 21 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.488 ms | 0 - 68 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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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 | 2.254 ms | 0 - 375 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 | 1.614 ms | 0 - 85 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 | 1.509 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 | 1.676 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 | 1.972 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 | 0.919 ms | 0 - 52 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 | 1.197 ms | 0 - 57 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 | 0.767 ms | 0 - 121 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 | 0.89 ms | 0 - 121 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 - 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 | 1.052 ms | 0 - 29 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 | 2.796 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 | 3.915 ms | 0 - 46 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 | 11.832 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 | 1.676 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 | 1.972 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 | 0.768 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 | 0.886 ms | 0 - 125 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 | 1.227 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 | 1.369 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 | 0.774 ms | 0 - 123 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 - 127 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 - 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 | 1.052 ms | 0 - 29 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 | 0.773 ms | 0 - 125 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 | 0.899 ms | 0 - 125 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 | 0.597 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 | 0.682 ms | 0 - 50 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 | 0.533 ms | 0 - 27 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 | 0.594 ms | 0 - 31 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 | 0.785 ms | 0 - 41 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 | 0.98 ms | 115 - 115 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 | 1.015 ms | 27 - 27 MB | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_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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+ | ResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 10.814 ms | 0 - 63 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 10.598 ms | 1 - 33 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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+ | ResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.039 ms | 0 - 76 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.578 ms | 0 - 33 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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+ | ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.263 ms | 0 - 353 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.185 ms | 1 - 15 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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+ | ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.488 ms | 0 - 63 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.396 ms | 1 - 33 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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+ | ResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 10.814 ms | 0 - 63 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 10.598 ms | 1 - 33 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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+ | ResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.271 ms | 0 - 368 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.183 ms | 0 - 12 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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+ | ResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.657 ms | 0 - 55 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.594 ms | 1 - 29 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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+ | ResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.27 ms | 0 - 362 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.177 ms | 1 - 18 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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+ | ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.488 ms | 0 - 63 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.396 ms | 1 - 33 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 | 2.269 ms | 0 - 364 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 | 2.176 ms | 1 - 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 | 2.25 ms | 0 - 191 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx.zip) |
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+ | ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.617 ms | 0 - 82 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 | 1.605 ms | 0 - 38 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 | 1.659 ms | 0 - 42 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx.zip) |
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+ | ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.504 ms | 0 - 67 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
65
+ | ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.457 ms | 1 - 37 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
66
+ | ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.577 ms | 1 - 34 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx.zip) |
67
+ | ResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.296 ms | 172 - 172 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
68
+ | ResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.179 ms | 49 - 49 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx.zip) |
69
+ | ResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.704 ms | 0 - 32 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
70
+ | ResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.94 ms | 0 - 34 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
71
+ | ResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.907 ms | 0 - 64 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
72
+ | ResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.204 ms | 0 - 59 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
73
+ | ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.772 ms | 0 - 124 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
74
+ | ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.899 ms | 0 - 122 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
75
+ | ResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.942 ms | 0 - 33 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
76
+ | ResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.072 ms | 0 - 34 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
77
+ | ResNet50 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.759 ms | 0 - 48 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
78
+ | ResNet50 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 3.957 ms | 0 - 48 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
79
+ | ResNet50 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 11.86 ms | 0 - 2 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
80
+ | ResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.704 ms | 0 - 32 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
81
+ | ResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.94 ms | 0 - 34 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
82
+ | ResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.773 ms | 0 - 120 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
83
+ | ResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.889 ms | 0 - 122 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
84
+ | ResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.208 ms | 0 - 39 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
85
+ | ResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.439 ms | 0 - 40 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
86
+ | ResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.771 ms | 0 - 121 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
87
+ | ResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.898 ms | 0 - 123 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
88
+ | ResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.942 ms | 0 - 33 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
89
+ | ResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.072 ms | 0 - 34 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
90
+ | ResNet50 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.774 ms | 0 - 120 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
91
+ | ResNet50 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.899 ms | 0 - 124 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
92
+ | ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.589 ms | 0 - 54 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
93
+ | ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.663 ms | 0 - 54 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
94
+ | ResNet50 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.531 ms | 0 - 39 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
95
+ | ResNet50 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.597 ms | 0 - 41 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
96
+ | ResNet50 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.959 ms | 131 - 131 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
 
 
 
 
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