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v0.38.0

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

Files changed (14) hide show
  1. DeepLabXception_float.dlc +2 -2
  2. DeepLabXception_float.onnx.zip +2 -2
  3. DeepLabXception_w8a8.dlc +2 -2
  4. DeepLabXception_w8a8.tflite +1 -1
  5. README.md +54 -59
  6. precompiled/qualcomm-qcs6490-proxy/DeepLabXception_w8a8.bin +0 -3
  7. precompiled/qualcomm-qcs6490-proxy/DeepLabXception_w8a8.onnx.zip +0 -3
  8. precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +0 -3
  9. precompiled/qualcomm-snapdragon-x-elite/DeepLabXception_float.bin +0 -3
  10. precompiled/qualcomm-snapdragon-x-elite/DeepLabXception_float.onnx.zip +0 -3
  11. precompiled/qualcomm-snapdragon-x-elite/DeepLabXception_w8a8.bin +0 -3
  12. precompiled/qualcomm-snapdragon-x-elite/DeepLabXception_w8a8.onnx.zip +0 -3
  13. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  14. tool-versions.yaml +1 -1
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README.md CHANGED
@@ -36,64 +36,59 @@ 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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- | DeepLabXception | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 120.892 ms | 0 - 171 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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- | DeepLabXception | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 112.881 ms | 0 - 77 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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- | DeepLabXception | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 40.778 ms | 0 - 172 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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- | DeepLabXception | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 52.063 ms | 3 - 82 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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- | DeepLabXception | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 24.657 ms | 0 - 26 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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- | DeepLabXception | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 21.673 ms | 3 - 33 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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- | DeepLabXception | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 22.028 ms | 3 - 33 MB | NPU | [DeepLabXception.onnx.zip](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.onnx.zip) |
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- | DeepLabXception | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 34.888 ms | 0 - 170 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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- | DeepLabXception | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 30.509 ms | 3 - 79 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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- | DeepLabXception | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 120.892 ms | 0 - 171 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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- | DeepLabXception | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 112.881 ms | 0 - 77 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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- | DeepLabXception | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 24.881 ms | 0 - 23 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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- | DeepLabXception | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 21.75 ms | 4 - 37 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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- | DeepLabXception | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 45.182 ms | 0 - 167 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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- | DeepLabXception | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 39.135 ms | 0 - 81 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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- | DeepLabXception | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 24.559 ms | 0 - 26 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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- | DeepLabXception | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 21.814 ms | 6 - 36 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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- | DeepLabXception | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 34.888 ms | 0 - 170 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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- | DeepLabXception | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 30.509 ms | 3 - 79 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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- | DeepLabXception | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 24.776 ms | 0 - 22 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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- | DeepLabXception | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 21.9 ms | 3 - 32 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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- | DeepLabXception | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 22.111 ms | 3 - 33 MB | NPU | [DeepLabXception.onnx.zip](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.onnx.zip) |
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- | DeepLabXception | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 18.293 ms | 0 - 196 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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- | DeepLabXception | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 16.019 ms | 3 - 106 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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- | DeepLabXception | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 16.432 ms | 3 - 95 MB | NPU | [DeepLabXception.onnx.zip](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.onnx.zip) |
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- | DeepLabXception | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 16.852 ms | 0 - 173 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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- | DeepLabXception | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 13.995 ms | 3 - 85 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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- | DeepLabXception | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 14.494 ms | 3 - 70 MB | NPU | [DeepLabXception.onnx.zip](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.onnx.zip) |
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- | DeepLabXception | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 22.73 ms | 216 - 216 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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- | DeepLabXception | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 22.764 ms | 86 - 86 MB | NPU | [DeepLabXception.onnx.zip](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.onnx.zip) |
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- | DeepLabXception | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 20.517 ms | 0 - 111 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
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- | DeepLabXception | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 20.656 ms | 1 - 140 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
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- | DeepLabXception | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 10.08 ms | 0 - 132 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
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- | DeepLabXception | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 15.59 ms | 1 - 148 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
73
- | DeepLabXception | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 7.515 ms | 0 - 20 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
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- | DeepLabXception | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 8.049 ms | 1 - 25 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
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- | DeepLabXception | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.958 ms | 0 - 112 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
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- | DeepLabXception | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 8.292 ms | 1 - 140 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
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- | DeepLabXception | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 37.096 ms | 0 - 119 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
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- | DeepLabXception | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 55.29 ms | 1 - 136 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
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- | DeepLabXception | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 235.217 ms | 20 - 45 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
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- | DeepLabXception | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 20.517 ms | 0 - 111 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
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- | DeepLabXception | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 20.656 ms | 1 - 140 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
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- | DeepLabXception | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 7.541 ms | 0 - 16 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
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- | DeepLabXception | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 8.042 ms | 1 - 26 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
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- | DeepLabXception | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 12.81 ms | 0 - 113 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
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- | DeepLabXception | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 12.882 ms | 1 - 131 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
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- | DeepLabXception | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 7.552 ms | 0 - 19 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
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- | DeepLabXception | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 8.039 ms | 0 - 25 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
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- | DeepLabXception | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.958 ms | 0 - 112 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
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- | DeepLabXception | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 8.292 ms | 1 - 140 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
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- | DeepLabXception | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 7.537 ms | 0 - 20 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
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- | DeepLabXception | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 8.05 ms | 1 - 25 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
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- | DeepLabXception | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 5.467 ms | 0 - 136 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
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- | DeepLabXception | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 5.714 ms | 0 - 162 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
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- | DeepLabXception | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 4.359 ms | 0 - 115 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
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- | DeepLabXception | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 4.895 ms | 1 - 128 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
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- | DeepLabXception | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 8.703 ms | 117 - 117 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
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@@ -175,7 +170,7 @@ from qai_hub_models.models.deeplab_xception import Model
175
  torch_model = Model.from_pretrained()
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177
  # Device
178
- device = hub.Device("Samsung Galaxy S24")
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  # Trace model
181
  input_shape = torch_model.get_input_spec()
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
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+ | DeepLabXception | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 120.912 ms | 0 - 171 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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+ | DeepLabXception | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 112.663 ms | 0 - 78 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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+ | DeepLabXception | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 40.76 ms | 0 - 173 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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+ | DeepLabXception | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 52.236 ms | 3 - 81 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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+ | DeepLabXception | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 24.694 ms | 0 - 26 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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+ | DeepLabXception | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 21.323 ms | 3 - 35 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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+ | DeepLabXception | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 21.375 ms | 3 - 31 MB | NPU | [DeepLabXception.onnx.zip](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.onnx.zip) |
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+ | DeepLabXception | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 34.969 ms | 0 - 171 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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+ | DeepLabXception | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 30.471 ms | 3 - 81 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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+ | DeepLabXception | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 120.912 ms | 0 - 171 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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+ | DeepLabXception | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 112.663 ms | 0 - 78 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
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+ | DeepLabXception | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 24.902 ms | 0 - 27 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
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+ | DeepLabXception | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 21.889 ms | 3 - 33 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
52
+ | DeepLabXception | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 45.18 ms | 0 - 168 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
53
+ | DeepLabXception | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 39.953 ms | 0 - 76 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
54
+ | DeepLabXception | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 24.798 ms | 0 - 22 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
55
+ | DeepLabXception | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 22.06 ms | 2 - 35 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
56
+ | DeepLabXception | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 34.969 ms | 0 - 171 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
57
+ | DeepLabXception | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 30.471 ms | 3 - 81 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
58
+ | DeepLabXception | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 18.357 ms | 0 - 197 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
59
+ | DeepLabXception | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 16.009 ms | 3 - 111 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
60
+ | DeepLabXception | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 15.79 ms | 3 - 108 MB | NPU | [DeepLabXception.onnx.zip](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.onnx.zip) |
61
+ | DeepLabXception | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 14.414 ms | 0 - 174 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.tflite) |
62
+ | DeepLabXception | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 12.518 ms | 0 - 84 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
63
+ | DeepLabXception | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 12.394 ms | 0 - 80 MB | NPU | [DeepLabXception.onnx.zip](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.onnx.zip) |
64
+ | DeepLabXception | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 22.591 ms | 193 - 193 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.dlc) |
65
+ | DeepLabXception | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 21.904 ms | 86 - 86 MB | NPU | [DeepLabXception.onnx.zip](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception.onnx.zip) |
66
+ | DeepLabXception | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 20.482 ms | 0 - 111 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
67
+ | DeepLabXception | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 20.675 ms | 1 - 140 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
68
+ | DeepLabXception | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 10.061 ms | 0 - 134 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
69
+ | DeepLabXception | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 15.447 ms | 1 - 143 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
70
+ | DeepLabXception | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 7.562 ms | 0 - 21 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
71
+ | DeepLabXception | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 8.051 ms | 0 - 25 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
72
+ | DeepLabXception | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.947 ms | 0 - 111 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
73
+ | DeepLabXception | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 8.241 ms | 1 - 139 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
74
+ | DeepLabXception | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 36.743 ms | 0 - 119 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
75
+ | DeepLabXception | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 55.541 ms | 1 - 137 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
76
+ | DeepLabXception | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 249.511 ms | 24 - 49 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
77
+ | DeepLabXception | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 20.482 ms | 0 - 111 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
78
+ | DeepLabXception | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 20.675 ms | 1 - 140 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
79
+ | DeepLabXception | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 7.589 ms | 0 - 19 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
80
+ | DeepLabXception | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 8.092 ms | 0 - 24 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
81
+ | DeepLabXception | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 12.726 ms | 0 - 114 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
82
+ | DeepLabXception | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 12.879 ms | 1 - 130 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
83
+ | DeepLabXception | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 7.562 ms | 0 - 17 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
84
+ | DeepLabXception | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 8.085 ms | 1 - 26 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
85
+ | DeepLabXception | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.947 ms | 0 - 111 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
86
+ | DeepLabXception | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 8.241 ms | 1 - 139 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
87
+ | DeepLabXception | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 5.446 ms | 0 - 137 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
88
+ | DeepLabXception | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 5.715 ms | 1 - 162 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
89
+ | DeepLabXception | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 4.359 ms | 0 - 116 MB | NPU | [DeepLabXception.tflite](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.tflite) |
90
+ | DeepLabXception | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 4.354 ms | 1 - 140 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
91
+ | DeepLabXception | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 8.696 ms | 163 - 163 MB | NPU | [DeepLabXception.dlc](https://huggingface.co/qualcomm/DeepLabXception/blob/main/DeepLabXception_w8a8.dlc) |
 
 
 
 
 
92
 
93
 
94
 
 
170
  torch_model = Model.from_pretrained()
171
 
172
  # Device
173
+ device = hub.Device("Samsung Galaxy S25")
174
 
175
  # Trace model
176
  input_shape = torch_model.get_input_spec()
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