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v0.38.0

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See https://github.com/quic/ai-hub-models/releases/v0.38.0 for changelog.

Files changed (15) hide show
  1. GoogLeNet_float.dlc +2 -2
  2. GoogLeNet_float.onnx.zip +2 -2
  3. GoogLeNet_w8a8.dlc +2 -2
  4. GoogLeNet_w8a8.onnx.zip +2 -2
  5. GoogLeNet_w8a8.tflite +1 -1
  6. README.md +56 -61
  7. precompiled/qualcomm-qcs6490-proxy/GoogLeNet_w8a8.bin +0 -3
  8. precompiled/qualcomm-qcs6490-proxy/GoogLeNet_w8a8.onnx.zip +0 -3
  9. precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +0 -3
  10. precompiled/qualcomm-snapdragon-x-elite/GoogLeNet_float.bin +0 -3
  11. precompiled/qualcomm-snapdragon-x-elite/GoogLeNet_float.onnx.zip +0 -3
  12. precompiled/qualcomm-snapdragon-x-elite/GoogLeNet_w8a8.bin +0 -3
  13. precompiled/qualcomm-snapdragon-x-elite/GoogLeNet_w8a8.onnx.zip +0 -3
  14. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  15. tool-versions.yaml +2 -2
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README.md CHANGED
@@ -36,68 +36,63 @@ More details on model performance across various devices, can be found
36
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
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- | GoogLeNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.134 ms | 0 - 26 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.081 ms | 1 - 21 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
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- | GoogLeNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.415 ms | 0 - 44 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.756 ms | 1 - 34 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
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- | GoogLeNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.926 ms | 0 - 95 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.882 ms | 0 - 41 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
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- | GoogLeNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.002 ms | 0 - 47 MB | NPU | [GoogLeNet.onnx.zip](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx.zip) |
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- | GoogLeNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.65 ms | 0 - 26 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.643 ms | 1 - 21 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
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- | GoogLeNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.134 ms | 0 - 26 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.081 ms | 1 - 21 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
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- | GoogLeNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.929 ms | 0 - 95 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.879 ms | 0 - 46 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
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- | GoogLeNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.855 ms | 0 - 32 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.81 ms | 1 - 26 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
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- | GoogLeNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.934 ms | 0 - 96 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.877 ms | 0 - 42 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
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- | GoogLeNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.65 ms | 0 - 26 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.643 ms | 1 - 21 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
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- | GoogLeNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.93 ms | 0 - 95 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.879 ms | 0 - 41 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
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- | GoogLeNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.01 ms | 0 - 34 MB | NPU | [GoogLeNet.onnx.zip](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx.zip) |
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- | GoogLeNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.606 ms | 0 - 36 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.584 ms | 0 - 31 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
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- | GoogLeNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.637 ms | 0 - 26 MB | NPU | [GoogLeNet.onnx.zip](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx.zip) |
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- | GoogLeNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.598 ms | 0 - 31 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.529 ms | 1 - 26 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
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- | GoogLeNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.566 ms | 1 - 21 MB | NPU | [GoogLeNet.onnx.zip](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx.zip) |
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- | GoogLeNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.033 ms | 34 - 34 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
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- | GoogLeNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.042 ms | 13 - 13 MB | NPU | [GoogLeNet.onnx.zip](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx.zip) |
69
- | GoogLeNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.866 ms | 0 - 21 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
70
- | GoogLeNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.796 ms | 0 - 22 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
71
- | GoogLeNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.335 ms | 0 - 34 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
72
- | GoogLeNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.419 ms | 0 - 37 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
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- | GoogLeNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.265 ms | 0 - 39 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
74
- | GoogLeNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.249 ms | 0 - 39 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
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- | GoogLeNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.453 ms | 0 - 21 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
76
  | GoogLeNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.41 ms | 0 - 22 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
77
- | GoogLeNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.9 ms | 0 - 31 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.088 ms | 0 - 29 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
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- | GoogLeNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 44.55 ms | 8 - 26 MB | CPU | [GoogLeNet.onnx.zip](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx.zip) |
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- | GoogLeNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 6.067 ms | 0 - 12 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 39.795 ms | 7 - 19 MB | CPU | [GoogLeNet.onnx.zip](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx.zip) |
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- | GoogLeNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.866 ms | 0 - 21 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.796 ms | 0 - 22 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
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- | GoogLeNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.27 ms | 0 - 38 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.249 ms | 0 - 40 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
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- | GoogLeNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.657 ms | 0 - 26 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.58 ms | 0 - 29 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
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- | GoogLeNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.266 ms | 0 - 40 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.247 ms | 0 - 38 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
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- | GoogLeNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.453 ms | 0 - 21 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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  | GoogLeNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.41 ms | 0 - 22 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
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- | GoogLeNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.261 ms | 0 - 39 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.253 ms | 0 - 38 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
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- | GoogLeNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.201 ms | 0 - 32 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.184 ms | 0 - 34 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
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- | GoogLeNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.183 ms | 0 - 27 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.182 ms | 0 - 27 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
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- | GoogLeNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 91.617 ms | 16 - 1604 MB | NPU | [GoogLeNet.onnx.zip](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx.zip) |
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- | GoogLeNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.35 ms | 30 - 30 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
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- | GoogLeNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 102.459 ms | 58 - 58 MB | NPU | [GoogLeNet.onnx.zip](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx.zip) |
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@@ -179,7 +174,7 @@ from qai_hub_models.models.googlenet import Model
179
  torch_model = Model.from_pretrained()
180
 
181
  # Device
182
- device = hub.Device("Samsung Galaxy S24")
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184
  # Trace model
185
  input_shape = torch_model.get_input_spec()
 
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37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | GoogLeNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.107 ms | 0 - 26 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.013 ms | 1 - 21 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
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+ | GoogLeNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.394 ms | 0 - 40 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.751 ms | 1 - 34 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
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+ | GoogLeNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.931 ms | 0 - 95 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.877 ms | 0 - 39 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
45
+ | GoogLeNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.095 ms | 0 - 38 MB | NPU | [GoogLeNet.onnx.zip](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx.zip) |
46
+ | GoogLeNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.682 ms | 0 - 26 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
47
+ | GoogLeNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.649 ms | 1 - 21 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
48
+ | GoogLeNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.107 ms | 0 - 26 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
49
+ | GoogLeNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.013 ms | 1 - 21 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
50
+ | GoogLeNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.931 ms | 0 - 95 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
51
+ | GoogLeNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.883 ms | 1 - 43 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
52
+ | GoogLeNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.847 ms | 0 - 33 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
53
+ | GoogLeNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.819 ms | 1 - 26 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
54
+ | GoogLeNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.933 ms | 0 - 94 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
55
+ | GoogLeNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.875 ms | 0 - 46 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
56
+ | GoogLeNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.682 ms | 0 - 26 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
57
+ | GoogLeNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.649 ms | 1 - 21 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
58
+ | GoogLeNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.591 ms | 0 - 38 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
59
+ | GoogLeNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.57 ms | 0 - 31 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
60
+ | GoogLeNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.683 ms | 0 - 33 MB | NPU | [GoogLeNet.onnx.zip](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx.zip) |
61
+ | GoogLeNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.477 ms | 0 - 29 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
62
+ | GoogLeNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.451 ms | 1 - 28 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
63
+ | GoogLeNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.569 ms | 0 - 28 MB | NPU | [GoogLeNet.onnx.zip](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx.zip) |
64
+ | GoogLeNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.047 ms | 51 - 51 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.dlc) |
65
+ | GoogLeNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.055 ms | 13 - 13 MB | NPU | [GoogLeNet.onnx.zip](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx.zip) |
66
+ | GoogLeNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.846 ms | 0 - 20 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
67
+ | GoogLeNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.799 ms | 0 - 22 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
68
+ | GoogLeNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.333 ms | 0 - 42 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
69
+ | GoogLeNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.417 ms | 0 - 36 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
70
+ | GoogLeNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.263 ms | 0 - 38 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
71
+ | GoogLeNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.239 ms | 0 - 39 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
72
+ | GoogLeNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.455 ms | 0 - 21 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
 
 
 
73
  | GoogLeNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.41 ms | 0 - 22 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
74
+ | GoogLeNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.961 ms | 0 - 29 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
75
+ | GoogLeNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.098 ms | 0 - 29 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
76
+ | GoogLeNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 41.865 ms | 8 - 22 MB | CPU | [GoogLeNet.onnx.zip](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx.zip) |
77
+ | GoogLeNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 6.079 ms | 0 - 3 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
78
+ | GoogLeNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 39.828 ms | 7 - 21 MB | CPU | [GoogLeNet.onnx.zip](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx.zip) |
79
+ | GoogLeNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.846 ms | 0 - 20 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
80
+ | GoogLeNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.799 ms | 0 - 22 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
81
+ | GoogLeNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.265 ms | 0 - 39 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
82
+ | GoogLeNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.243 ms | 0 - 39 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
83
+ | GoogLeNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.638 ms | 0 - 26 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
84
+ | GoogLeNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.606 ms | 0 - 27 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
85
+ | GoogLeNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.262 ms | 0 - 39 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
86
+ | GoogLeNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.252 ms | 0 - 38 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
87
+ | GoogLeNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.455 ms | 0 - 21 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
88
  | GoogLeNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.41 ms | 0 - 22 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
89
+ | GoogLeNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.196 ms | 0 - 40 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
90
+ | GoogLeNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.166 ms | 0 - 36 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
91
+ | GoogLeNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.164 ms | 0 - 24 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
92
+ | GoogLeNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.145 ms | 0 - 25 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
93
+ | GoogLeNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 77.535 ms | 46 - 1632 MB | NPU | [GoogLeNet.onnx.zip](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx.zip) |
94
+ | GoogLeNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.34 ms | 30 - 30 MB | NPU | [GoogLeNet.dlc](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.dlc) |
95
+ | GoogLeNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 99.498 ms | 57 - 57 MB | NPU | [GoogLeNet.onnx.zip](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx.zip) |
 
 
96
 
97
 
98
 
 
174
  torch_model = Model.from_pretrained()
175
 
176
  # Device
177
+ device = hub.Device("Samsung Galaxy S25")
178
 
179
  # Trace model
180
  input_shape = torch_model.get_input_spec()
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precompiled/qualcomm-snapdragon-x-elite/GoogLeNet_w8a8.onnx.zip DELETED
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precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml DELETED
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tool-versions.yaml CHANGED
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1
  tool_versions:
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  onnx:
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+ qairt: 2.37.1.250807093845_124904
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+ onnx_runtime: 1.22.2