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v0.42.0

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

Files changed (8) hide show
  1. DenseNet-121_float.dlc +2 -2
  2. DenseNet-121_float.onnx.zip +1 -1
  3. DenseNet-121_w8a16.dlc +0 -3
  4. DenseNet-121_w8a16.onnx.zip +2 -2
  5. DenseNet-121_w8a8.dlc +0 -3
  6. DenseNet-121_w8a8_mixed_int16.dlc +0 -3
  7. README.md +39 -75
  8. tool-versions.yaml +3 -2
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README.md CHANGED
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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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- | DenseNet-121 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 8.278 ms | 0 - 40 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.872 ms | 1 - 26 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.621 ms | 0 - 57 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.211 ms | 1 - 39 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.915 ms | 0 - 111 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.749 ms | 1 - 33 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.794 ms | 0 - 50 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
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- | DenseNet-121 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.985 ms | 0 - 40 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.716 ms | 0 - 25 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 8.278 ms | 0 - 40 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.872 ms | 1 - 26 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.913 ms | 0 - 114 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.751 ms | 0 - 36 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.321 ms | 0 - 43 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.021 ms | 0 - 31 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.915 ms | 0 - 112 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.749 ms | 1 - 10 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.985 ms | 0 - 40 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.716 ms | 0 - 25 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.267 ms | 0 - 54 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.195 ms | 1 - 41 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.214 ms | 0 - 51 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
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- | DenseNet-121 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.937 ms | 0 - 45 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.867 ms | 1 - 32 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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  | DenseNet-121 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.925 ms | 0 - 32 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
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- | DenseNet-121 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.801 ms | 0 - 45 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.709 ms | 1 - 34 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.832 ms | 1 - 33 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
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- | DenseNet-121 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.963 ms | 34 - 34 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.736 ms | 16 - 16 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
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- | DenseNet-121 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.811 ms | 0 - 38 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.678 ms | 0 - 49 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.919 ms | 0 - 12 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.301 ms | 0 - 39 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 106.387 ms | 26 - 47 MB | CPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.onnx.zip) |
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- | DenseNet-121 | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 93.14 ms | 29 - 38 MB | CPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.onnx.zip) |
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- | DenseNet-121 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.811 ms | 0 - 38 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.904 ms | 0 - 11 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.309 ms | 0 - 45 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.913 ms | 0 - 18 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.301 ms | 0 - 39 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.99 ms | 0 - 46 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.626 ms | 0 - 38 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 16.984 ms | 30 - 67 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.onnx.zip) |
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- | DenseNet-121 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.13 ms | 0 - 46 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 19.909 ms | 28 - 64 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.onnx.zip) |
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- | DenseNet-121 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.199 ms | 11 - 11 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 34.053 ms | 31 - 31 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.onnx.zip) |
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- | DenseNet-121 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.542 ms | 0 - 36 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.434 ms | 0 - 45 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.193 ms | 0 - 12 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.539 ms | 0 - 36 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.542 ms | 0 - 36 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.201 ms | 0 - 13 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.029 ms | 0 - 42 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.204 ms | 0 - 13 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.539 ms | 0 - 36 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.58 ms | 0 - 47 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.004 ms | 0 - 39 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.786 ms | 0 - 46 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.463 ms | 18 - 18 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 6.43 ms | 0 - 38 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
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- | DenseNet-121 | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.049 ms | 0 - 20 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
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- | DenseNet-121 | w8a8_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.452 ms | 0 - 38 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
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- | DenseNet-121 | w8a8_mixed_int16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 6.43 ms | 0 - 38 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
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- | DenseNet-121 | w8a8_mixed_int16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.064 ms | 0 - 13 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
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- | DenseNet-121 | w8a8_mixed_int16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.032 ms | 0 - 14 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
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- | DenseNet-121 | w8a8_mixed_int16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.452 ms | 0 - 38 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
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- | DenseNet-121 | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.068 ms | 0 - 48 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
110
- | DenseNet-121 | w8a8_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.435 ms | 0 - 42 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
111
- | DenseNet-121 | w8a8_mixed_int16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.146 ms | 0 - 48 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
112
- | DenseNet-121 | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.357 ms | 21 - 21 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
113
 
114
 
115
 
@@ -123,9 +87,9 @@ pip install qai-hub-models
123
  ```
124
 
125
 
126
- ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
127
 
128
- Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
129
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
130
 
131
  With this API token, you can configure your client to run models on the cloud
@@ -133,7 +97,7 @@ hosted devices.
133
  ```bash
134
  qai-hub configure --api_token API_TOKEN
135
  ```
136
- Navigate to [docs](https://app.aihub.qualcomm.com/docs/) for more information.
137
 
138
 
139
 
@@ -244,7 +208,7 @@ With the output of the model, you can compute like PSNR, relative errors or
244
  spot check the output with expected output.
245
 
246
  **Note**: This on-device profiling and inference requires access to Qualcomm®
247
- AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
248
 
249
 
250
 
 
38
 
39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | DenseNet-121 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 8.283 ms | 0 - 41 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
42
+ | DenseNet-121 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.912 ms | 1 - 28 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
43
+ | DenseNet-121 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.594 ms | 0 - 54 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
44
+ | DenseNet-121 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.187 ms | 1 - 40 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
45
+ | DenseNet-121 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.929 ms | 0 - 114 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
46
+ | DenseNet-121 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.759 ms | 1 - 9 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
47
+ | DenseNet-121 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.782 ms | 0 - 23 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
48
+ | DenseNet-121 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.987 ms | 0 - 41 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
49
+ | DenseNet-121 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.724 ms | 0 - 27 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
50
+ | DenseNet-121 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 8.283 ms | 0 - 41 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
51
+ | DenseNet-121 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.912 ms | 1 - 28 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
52
+ | DenseNet-121 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.926 ms | 0 - 113 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
53
+ | DenseNet-121 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.762 ms | 0 - 28 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
54
+ | DenseNet-121 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.315 ms | 0 - 47 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
55
+ | DenseNet-121 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.004 ms | 1 - 34 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
56
+ | DenseNet-121 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.929 ms | 0 - 114 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
57
+ | DenseNet-121 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.764 ms | 0 - 10 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
58
+ | DenseNet-121 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.987 ms | 0 - 41 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
59
+ | DenseNet-121 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.724 ms | 0 - 27 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
60
+ | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.265 ms | 0 - 57 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
61
+ | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.194 ms | 1 - 39 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
62
+ | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.215 ms | 0 - 50 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
63
+ | DenseNet-121 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.938 ms | 0 - 47 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
64
+ | DenseNet-121 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.865 ms | 1 - 34 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
65
  | DenseNet-121 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.925 ms | 0 - 32 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
66
+ | DenseNet-121 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.806 ms | 0 - 48 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
67
+ | DenseNet-121 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.714 ms | 1 - 34 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
68
+ | DenseNet-121 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.835 ms | 1 - 34 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
69
+ | DenseNet-121 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.97 ms | 35 - 35 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
70
+ | DenseNet-121 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.731 ms | 16 - 16 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
71
+ | DenseNet-121 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 107.301 ms | 29 - 50 MB | CPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.onnx.zip) |
72
+ | DenseNet-121 | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 88.528 ms | 28 - 37 MB | CPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.onnx.zip) |
73
+ | DenseNet-121 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 19.567 ms | 31 - 68 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.onnx.zip) |
74
+ | DenseNet-121 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 103.649 ms | 29 - 49 MB | CPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.onnx.zip) |
75
+ | DenseNet-121 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 20.231 ms | 28 - 64 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.onnx.zip) |
76
+ | DenseNet-121 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 34.891 ms | 31 - 31 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.onnx.zip) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
77
 
78
 
79
 
 
87
  ```
88
 
89
 
90
+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
91
 
92
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
93
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
94
 
95
  With this API token, you can configure your client to run models on the cloud
 
97
  ```bash
98
  qai-hub configure --api_token API_TOKEN
99
  ```
100
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
101
 
102
 
103
 
 
208
  spot check the output with expected output.
209
 
210
  **Note**: This on-device profiling and inference requires access to Qualcomm®
211
+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
212
 
213
 
214
 
tool-versions.yaml CHANGED
@@ -1,3 +1,4 @@
1
  tool_versions:
2
- qnn_dlc:
3
- qairt: 2.39.0.250925215840_163802
 
 
1
  tool_versions:
2
+ onnx:
3
+ qairt: 2.37.1.250807093845_124904
4
+ onnx_runtime: 1.23.0