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v0.34.0

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See https://github.com/quic/ai-hub-models/releases/v0.34.0 for changelog.

Files changed (6) hide show
  1. README.md +42 -51
  2. Shufflenet-v2_w8a8.dlc +1 -1
  3. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +3 -0
  4. precompiled/qualcomm-snapdragon-x-elite/Shufflenet-v2.onnx.zip +1 -1
  5. precompiled/qualcomm-snapdragon-x-elite/Shufflenet-v2_w8a8.onnx.zip +1 -1
  6. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
README.md CHANGED
@@ -23,6 +23,7 @@ More details on model performance across various devices, can be found
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  [here](https://aihub.qualcomm.com/models/shufflenet_v2).
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  ### Model Details
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  - **Model Type:** Model_use_case.image_classification
@@ -35,66 +36,66 @@ 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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- | Shufflenet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.622 ms | 0 - 16 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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  | Shufflenet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.576 ms | 1 - 17 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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- | Shufflenet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.789 ms | 0 - 24 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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  | Shufflenet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.184 ms | 1 - 29 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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- | Shufflenet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.7 ms | 0 - 30 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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  | Shufflenet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.688 ms | 1 - 19 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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- | Shufflenet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.974 ms | 0 - 18 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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  | Shufflenet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.916 ms | 1 - 18 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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- | Shufflenet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.622 ms | 0 - 16 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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  | Shufflenet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.576 ms | 1 - 17 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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- | Shufflenet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.691 ms | 0 - 30 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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  | Shufflenet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.688 ms | 1 - 19 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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- | Shufflenet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.167 ms | 0 - 18 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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  | Shufflenet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.116 ms | 1 - 22 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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- | Shufflenet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.693 ms | 0 - 28 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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  | Shufflenet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.684 ms | 0 - 20 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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- | Shufflenet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.974 ms | 0 - 18 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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  | Shufflenet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.916 ms | 1 - 18 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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- | Shufflenet-v2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.697 ms | 0 - 30 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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  | Shufflenet-v2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.691 ms | 1 - 19 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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  | Shufflenet-v2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.95 ms | 0 - 10 MB | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx) |
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- | Shufflenet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.451 ms | 0 - 27 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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  | Shufflenet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.459 ms | 0 - 30 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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  | Shufflenet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.599 ms | 0 - 32 MB | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx) |
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- | Shufflenet-v2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.421 ms | 0 - 28 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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  | Shufflenet-v2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.469 ms | 1 - 19 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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  | Shufflenet-v2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.549 ms | 1 - 29 MB | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx) |
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  | Shufflenet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.177 ms | 18 - 18 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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  | Shufflenet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.018 ms | 3 - 3 MB | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx) |
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- | Shufflenet-v2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.785 ms | 0 - 13 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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- | Shufflenet-v2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.07 ms | 0 - 13 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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- | Shufflenet-v2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.366 ms | 0 - 21 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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- | Shufflenet-v2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.545 ms | 0 - 23 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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- | Shufflenet-v2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.315 ms | 0 - 10 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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- | Shufflenet-v2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.458 ms | 0 - 10 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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- | Shufflenet-v2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.52 ms | 0 - 15 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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- | Shufflenet-v2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.648 ms | 0 - 14 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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- | Shufflenet-v2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.664 ms | 0 - 17 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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- | Shufflenet-v2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.062 ms | 0 - 19 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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- | Shufflenet-v2 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 6.929 ms | 0 - 6 MB | CPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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- | Shufflenet-v2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.785 ms | 0 - 13 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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- | Shufflenet-v2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.07 ms | 0 - 13 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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- | Shufflenet-v2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.318 ms | 0 - 4 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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- | Shufflenet-v2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.472 ms | 0 - 10 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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- | Shufflenet-v2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.651 ms | 0 - 22 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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- | Shufflenet-v2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.826 ms | 0 - 16 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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- | Shufflenet-v2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.319 ms | 0 - 10 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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- | Shufflenet-v2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.471 ms | 0 - 10 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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- | Shufflenet-v2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.52 ms | 0 - 15 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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- | Shufflenet-v2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.648 ms | 0 - 14 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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- | Shufflenet-v2 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.323 ms | 0 - 10 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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- | Shufflenet-v2 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.47 ms | 0 - 10 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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  | Shufflenet-v2 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 7.524 ms | 0 - 112 MB | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx) |
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- | Shufflenet-v2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.221 ms | 0 - 28 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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- | Shufflenet-v2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.329 ms | 0 - 24 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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  | Shufflenet-v2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 6.172 ms | 1 - 215 MB | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx) |
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- | Shufflenet-v2 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.206 ms | 0 - 25 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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- | Shufflenet-v2 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.327 ms | 0 - 20 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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  | Shufflenet-v2 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 5.204 ms | 1 - 204 MB | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx) |
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- | Shufflenet-v2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.601 ms | 6 - 6 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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  | Shufflenet-v2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.625 ms | 5 - 5 MB | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx) |
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100
 
@@ -153,17 +154,7 @@ device. This script does the following:
153
  ```bash
154
  python -m qai_hub_models.models.shufflenet_v2.export
155
  ```
156
- ```
157
- Profiling Results
158
- ------------------------------------------------------------
159
- Shufflenet-v2
160
- Device : cs_8275 (ANDROID 14)
161
- Runtime : TFLITE
162
- Estimated inference time (ms) : 1.6
163
- Estimated peak memory usage (MB): [0, 16]
164
- Total # Ops : 159
165
- Compute Unit(s) : npu (159 ops) gpu (0 ops) cpu (0 ops)
166
- ```
167
 
168
 
169
  ## How does this work?
 
23
  [here](https://aihub.qualcomm.com/models/shufflenet_v2).
24
 
25
 
26
+
27
  ### Model Details
28
 
29
  - **Model Type:** Model_use_case.image_classification
 
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | Shufflenet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.601 ms | 0 - 16 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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  | Shufflenet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.576 ms | 1 - 17 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
41
+ | Shufflenet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.785 ms | 0 - 27 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
42
  | Shufflenet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.184 ms | 1 - 29 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
43
+ | Shufflenet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.698 ms | 0 - 29 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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  | Shufflenet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.688 ms | 1 - 19 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
45
+ | Shufflenet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.945 ms | 0 - 17 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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  | Shufflenet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.916 ms | 1 - 18 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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+ | Shufflenet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.601 ms | 0 - 16 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
48
  | Shufflenet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.576 ms | 1 - 17 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
49
+ | Shufflenet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.693 ms | 0 - 29 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
50
  | Shufflenet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.688 ms | 1 - 19 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
51
+ | Shufflenet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.152 ms | 0 - 18 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
52
  | Shufflenet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.116 ms | 1 - 22 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
53
+ | Shufflenet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.691 ms | 0 - 29 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
54
  | Shufflenet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.684 ms | 0 - 20 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
55
+ | Shufflenet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.945 ms | 0 - 17 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
56
  | Shufflenet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.916 ms | 1 - 18 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
57
+ | Shufflenet-v2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.693 ms | 0 - 30 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
58
  | Shufflenet-v2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.691 ms | 1 - 19 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
59
  | Shufflenet-v2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.95 ms | 0 - 10 MB | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx) |
60
+ | Shufflenet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.453 ms | 0 - 26 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
61
  | Shufflenet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.459 ms | 0 - 30 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
62
  | Shufflenet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.599 ms | 0 - 32 MB | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx) |
63
+ | Shufflenet-v2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.46 ms | 0 - 18 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
64
  | Shufflenet-v2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.469 ms | 1 - 19 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
65
  | Shufflenet-v2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.549 ms | 1 - 29 MB | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx) |
66
  | Shufflenet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.177 ms | 18 - 18 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
67
  | Shufflenet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.018 ms | 3 - 3 MB | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx) |
68
+ | Shufflenet-v2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.798 ms | 0 - 13 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
69
+ | Shufflenet-v2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.042 ms | 0 - 13 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
70
+ | Shufflenet-v2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.36 ms | 0 - 22 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
71
+ | Shufflenet-v2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.546 ms | 0 - 23 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
72
+ | Shufflenet-v2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.324 ms | 0 - 10 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
73
+ | Shufflenet-v2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.477 ms | 0 - 10 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
74
+ | Shufflenet-v2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.527 ms | 0 - 15 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
75
+ | Shufflenet-v2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.642 ms | 0 - 15 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
76
+ | Shufflenet-v2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.689 ms | 0 - 16 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
77
+ | Shufflenet-v2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.06 ms | 0 - 18 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
78
+ | Shufflenet-v2 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 8.355 ms | 0 - 6 MB | CPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
79
+ | Shufflenet-v2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.798 ms | 0 - 13 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
80
+ | Shufflenet-v2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.042 ms | 0 - 13 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
81
+ | Shufflenet-v2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.32 ms | 0 - 10 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
82
+ | Shufflenet-v2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.46 ms | 0 - 11 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
83
+ | Shufflenet-v2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.632 ms | 0 - 24 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
84
+ | Shufflenet-v2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.835 ms | 0 - 23 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
85
+ | Shufflenet-v2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.314 ms | 0 - 10 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
86
+ | Shufflenet-v2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.469 ms | 0 - 11 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
87
+ | Shufflenet-v2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.527 ms | 0 - 15 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
88
+ | Shufflenet-v2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.642 ms | 0 - 15 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
89
+ | Shufflenet-v2 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.319 ms | 0 - 10 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
90
+ | Shufflenet-v2 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.474 ms | 0 - 10 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
91
  | Shufflenet-v2 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 7.524 ms | 0 - 112 MB | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx) |
92
+ | Shufflenet-v2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.229 ms | 0 - 21 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
93
+ | Shufflenet-v2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.339 ms | 0 - 26 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
94
  | Shufflenet-v2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 6.172 ms | 1 - 215 MB | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx) |
95
+ | Shufflenet-v2 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.203 ms | 0 - 25 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
96
+ | Shufflenet-v2 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.271 ms | 0 - 20 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
97
  | Shufflenet-v2 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 5.204 ms | 1 - 204 MB | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx) |
98
+ | Shufflenet-v2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.614 ms | 6 - 6 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
99
  | Shufflenet-v2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.625 ms | 5 - 5 MB | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx) |
100
 
101
 
 
154
  ```bash
155
  python -m qai_hub_models.models.shufflenet_v2.export
156
  ```
157
+
 
 
 
 
 
 
 
 
 
 
158
 
159
 
160
  ## How does this work?
Shufflenet-v2_w8a8.dlc CHANGED
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precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ sdk_versions:
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+ qnn_context_binary:
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+ qairt: 2.34.2.250528164111_119506
precompiled/qualcomm-snapdragon-x-elite/Shufflenet-v2.onnx.zip CHANGED
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  size 2590719
precompiled/qualcomm-snapdragon-x-elite/Shufflenet-v2_w8a8.onnx.zip CHANGED
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precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ sdk_versions:
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+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
4
+ precompiled_qnn_onnx:
5
+ qairt: 2.33.2.250410134701_117956