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v0.42.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.42.0 for changelog.

Files changed (5) hide show
  1. README.md +71 -67
  2. Shufflenet-v2_float.dlc +2 -2
  3. Shufflenet-v2_float.onnx.zip +1 -1
  4. Shufflenet-v2_w8a8.dlc +2 -2
  5. Shufflenet-v2_w8a8.onnx.zip +1 -1
README.md CHANGED
@@ -36,70 +36,74 @@ 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 | 1.61 ms | 0 - 19 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 | 1.636 ms | 1 - 20 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 | 0.784 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 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.188 ms | 1 - 35 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 | 0.704 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 | 0.696 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.997 ms | 0 - 20 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx.zip) |
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- | Shufflenet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.981 ms | 0 - 19 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 | 0.953 ms | 1 - 21 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 | 1.61 ms | 0 - 19 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 | 1.636 ms | 1 - 20 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 | 0.711 ms | 0 - 31 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 | 0.695 ms | 0 - 10 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 | 1.147 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 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.129 ms | 1 - 25 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 | 0.706 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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.694 ms | 0 - 5 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 | 0.981 ms | 0 - 19 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 | 0.953 ms | 1 - 21 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 | TFLITE | 0.452 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 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.444 ms | 0 - 35 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 | 0.606 ms | 0 - 32 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx.zip) |
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- | Shufflenet-v2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.369 ms | 0 - 22 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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.339 ms | 1 - 24 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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.531 ms | 0 - 25 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx.zip) |
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- | Shufflenet-v2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.321 ms | 0 - 23 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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.278 ms | 0 - 27 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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.543 ms | 14 - 37 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx.zip) |
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- | Shufflenet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.833 ms | 16 - 16 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 | 0.951 ms | 3 - 3 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx.zip) |
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- | Shufflenet-v2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.795 ms | 0 - 16 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 | 1.053 ms | 0 - 17 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 | 0.363 ms | 0 - 33 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 | 0.54 ms | 0 - 32 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 | 0.317 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 | 0.474 ms | 0 - 11 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) | ONNX | 0.767 ms | 0 - 11 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
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- | Shufflenet-v2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.504 ms | 0 - 16 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 | 2.633 ms | 0 - 17 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 | 0.601 ms | 0 - 20 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) | ONNX | 2.029 ms | 0 - 12 MB | CPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
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- | Shufflenet-v2 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 11.11 ms | 0 - 15 MB | CPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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- | Shufflenet-v2 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 1.464 ms | 0 - 6 MB | CPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
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- | Shufflenet-v2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.795 ms | 0 - 16 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 | 1.053 ms | 0 - 17 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 | 0.321 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 | 0.475 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 | 0.661 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 | 0.82 ms | 0 - 22 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 | 0.321 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 | 0.472 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 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.504 ms | 0 - 16 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 | 2.633 ms | 0 - 17 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 | TFLITE | 0.229 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 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.327 ms | 0 - 29 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 | 0.501 ms | 0 - 28 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
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- | Shufflenet-v2 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.193 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 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.258 ms | 0 - 21 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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.461 ms | 0 - 25 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
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- | Shufflenet-v2 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.167 ms | 0 - 20 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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.213 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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.452 ms | 0 - 22 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
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- | Shufflenet-v2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.598 ms | 4 - 4 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 | 0.703 ms | 0 - 0 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
 
 
 
 
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@@ -113,9 +117,9 @@ pip install qai-hub-models
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  ```
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- ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
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- Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
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  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
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  With this API token, you can configure your client to run models on the cloud
@@ -123,7 +127,7 @@ hosted devices.
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  ```bash
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  qai-hub configure --api_token API_TOKEN
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  ```
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- Navigate to [docs](https://app.aihub.qualcomm.com/docs/) for more information.
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@@ -234,7 +238,7 @@ With the output of the model, you can compute like PSNR, relative errors or
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  spot check the output with expected output.
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  **Note**: This on-device profiling and inference requires access to Qualcomm®
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- AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
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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 | 1.634 ms | 0 - 21 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 | 1.591 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 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.791 ms | 0 - 31 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 | 1.185 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 | 0.704 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 | 0.691 ms | 0 - 20 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
45
+ | Shufflenet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.991 ms | 0 - 20 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx.zip) |
46
+ | Shufflenet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.918 ms | 0 - 20 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
47
+ | Shufflenet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.945 ms | 1 - 21 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
48
+ | Shufflenet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.634 ms | 0 - 21 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
49
+ | Shufflenet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.591 ms | 1 - 22 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
50
+ | Shufflenet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.699 ms | 0 - 4 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
51
+ | Shufflenet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.692 ms | 0 - 18 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
52
+ | Shufflenet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.186 ms | 0 - 26 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
53
+ | Shufflenet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.143 ms | 0 - 26 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
54
+ | Shufflenet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.71 ms | 0 - 30 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
55
+ | Shufflenet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.692 ms | 1 - 19 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
56
+ | Shufflenet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.918 ms | 0 - 20 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
57
+ | Shufflenet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.945 ms | 1 - 21 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
58
+ | Shufflenet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.455 ms | 0 - 35 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
59
+ | Shufflenet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.45 ms | 0 - 36 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
60
+ | Shufflenet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.609 ms | 0 - 25 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx.zip) |
61
+ | Shufflenet-v2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.369 ms | 0 - 27 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
62
+ | Shufflenet-v2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.341 ms | 1 - 26 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
63
+ | Shufflenet-v2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.535 ms | 0 - 24 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx.zip) |
64
+ | Shufflenet-v2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.32 ms | 0 - 24 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
65
+ | Shufflenet-v2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.285 ms | 0 - 29 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
66
+ | Shufflenet-v2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.541 ms | 1 - 24 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx.zip) |
67
+ | Shufflenet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.841 ms | 16 - 16 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
68
+ | Shufflenet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.956 ms | 3 - 3 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx.zip) |
69
+ | Shufflenet-v2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.794 ms | 0 - 18 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
70
+ | Shufflenet-v2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.069 ms | 0 - 18 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
71
+ | Shufflenet-v2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.363 ms | 0 - 29 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
72
+ | Shufflenet-v2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.54 ms | 0 - 27 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
73
+ | Shufflenet-v2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.32 ms | 0 - 11 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
74
+ | Shufflenet-v2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.476 ms | 0 - 10 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
75
+ | Shufflenet-v2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.745 ms | 0 - 11 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
76
+ | Shufflenet-v2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.513 ms | 0 - 17 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
77
+ | Shufflenet-v2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.648 ms | 0 - 18 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
78
+ | Shufflenet-v2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.637 ms | 0 - 22 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
79
+ | Shufflenet-v2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.035 ms | 0 - 22 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
80
+ | Shufflenet-v2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 1.972 ms | 2 - 14 MB | CPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
81
+ | Shufflenet-v2 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 11.513 ms | 0 - 7 MB | CPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
82
+ | Shufflenet-v2 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 1.477 ms | 0 - 5 MB | CPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
83
+ | Shufflenet-v2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.794 ms | 0 - 18 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
84
+ | Shufflenet-v2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.069 ms | 0 - 18 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
85
+ | Shufflenet-v2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.322 ms | 0 - 10 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
86
+ | Shufflenet-v2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.47 ms | 0 - 11 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
87
+ | Shufflenet-v2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.675 ms | 0 - 24 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
88
+ | Shufflenet-v2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.813 ms | 0 - 24 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
89
+ | Shufflenet-v2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.315 ms | 0 - 11 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
90
+ | Shufflenet-v2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.473 ms | 0 - 10 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
91
+ | Shufflenet-v2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.513 ms | 0 - 17 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
92
+ | Shufflenet-v2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.648 ms | 0 - 18 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
93
+ | Shufflenet-v2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.226 ms | 0 - 30 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
94
+ | Shufflenet-v2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.342 ms | 0 - 32 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
95
+ | Shufflenet-v2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.503 ms | 0 - 35 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
96
+ | Shufflenet-v2 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.205 ms | 0 - 26 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
97
+ | Shufflenet-v2 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.258 ms | 0 - 22 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
98
+ | Shufflenet-v2 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.458 ms | 0 - 22 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
99
+ | Shufflenet-v2 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 0.313 ms | 0 - 22 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
100
+ | Shufflenet-v2 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 0.461 ms | 0 - 24 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
101
+ | Shufflenet-v2 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 1.591 ms | 0 - 17 MB | CPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
102
+ | Shufflenet-v2 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.165 ms | 0 - 21 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
103
+ | Shufflenet-v2 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.212 ms | 0 - 25 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
104
+ | Shufflenet-v2 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.45 ms | 0 - 21 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
105
+ | Shufflenet-v2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.601 ms | 4 - 4 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
106
+ | Shufflenet-v2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.687 ms | 2 - 2 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
107
 
108
 
109
 
 
117
  ```
118
 
119
 
120
+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
121
 
122
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
123
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
124
 
125
  With this API token, you can configure your client to run models on the cloud
 
127
  ```bash
128
  qai-hub configure --api_token API_TOKEN
129
  ```
130
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
131
 
132
 
133
 
 
238
  spot check the output with expected output.
239
 
240
  **Note**: This on-device profiling and inference requires access to Qualcomm®
241
+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
242
 
243
 
244
 
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