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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. MNASNet05_float.dlc +2 -2
  2. MNASNet05_float.onnx.zip +2 -2
  3. MNASNet05_w8a16.dlc +2 -2
  4. MNASNet05_w8a16.onnx.zip +2 -2
  5. README.md +47 -52
  6. precompiled/qualcomm-qcs6490-proxy/MNASNet05_w8a16.bin +0 -3
  7. precompiled/qualcomm-qcs6490-proxy/MNASNet05_w8a16.onnx.zip +0 -3
  8. precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +0 -3
  9. precompiled/qualcomm-snapdragon-x-elite/MNASNet05_float.bin +0 -3
  10. precompiled/qualcomm-snapdragon-x-elite/MNASNet05_float.onnx.zip +0 -3
  11. precompiled/qualcomm-snapdragon-x-elite/MNASNet05_w8a16.bin +0 -3
  12. precompiled/qualcomm-snapdragon-x-elite/MNASNet05_w8a16.onnx.zip +0 -3
  13. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  14. tool-versions.yaml +2 -2
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README.md CHANGED
@@ -37,57 +37,52 @@ 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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- | MNASNet05 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.313 ms | 0 - 20 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.214 ms | 1 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.002 ms | 0 - 36 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.411 ms | 1 - 36 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.714 ms | 0 - 52 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.712 ms | 0 - 50 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.609 ms | 0 - 51 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
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- | MNASNet05 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.051 ms | 0 - 21 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.034 ms | 1 - 20 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.313 ms | 0 - 20 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.214 ms | 1 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.72 ms | 0 - 50 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.713 ms | 0 - 49 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.379 ms | 0 - 29 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.324 ms | 1 - 29 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.722 ms | 0 - 49 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.715 ms | 0 - 49 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.051 ms | 0 - 21 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.034 ms | 1 - 20 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.722 ms | 0 - 50 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.714 ms | 1 - 49 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.599 ms | 0 - 48 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
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- | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.475 ms | 0 - 32 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.476 ms | 1 - 34 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.388 ms | 0 - 35 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
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- | MNASNet05 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.462 ms | 0 - 31 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.444 ms | 1 - 27 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.412 ms | 1 - 23 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
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- | MNASNet05 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.866 ms | 53 - 53 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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- | MNASNet05 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.612 ms | 5 - 5 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
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- | MNASNet05 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.653 ms | 0 - 18 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.96 ms | 0 - 26 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.79 ms | 0 - 20 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 29.167 ms | 0 - 126 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
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- | MNASNet05 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.007 ms | 0 - 18 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 2.653 ms | 0 - 22 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 16.482 ms | 8 - 23 MB | CPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
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- | MNASNet05 | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 13.567 ms | 8 - 18 MB | CPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
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- | MNASNet05 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.653 ms | 0 - 18 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.793 ms | 0 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.188 ms | 0 - 26 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.794 ms | 0 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.007 ms | 0 - 18 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.791 ms | 0 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 30.109 ms | 0 - 133 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
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- | MNASNet05 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.528 ms | 0 - 28 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 23.972 ms | 0 - 2210 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
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- | MNASNet05 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.377 ms | 0 - 28 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 24.583 ms | 0 - 568 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
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- | MNASNet05 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.936 ms | 13 - 13 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
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- | MNASNet05 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 28.766 ms | 14 - 14 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
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@@ -169,7 +164,7 @@ from qai_hub_models.models.mnasnet05 import Model
169
  torch_model = Model.from_pretrained()
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171
  # Device
172
- device = hub.Device("Samsung Galaxy S24")
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174
  # Trace model
175
  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
39
  |---|---|---|---|---|---|---|---|---|
40
+ | MNASNet05 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.308 ms | 0 - 20 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.218 ms | 1 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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+ | MNASNet05 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.003 ms | 0 - 35 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.413 ms | 1 - 34 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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+ | MNASNet05 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.721 ms | 0 - 50 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.712 ms | 1 - 50 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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+ | MNASNet05 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.678 ms | 0 - 51 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
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+ | MNASNet05 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.087 ms | 0 - 20 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.038 ms | 1 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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+ | MNASNet05 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.308 ms | 0 - 20 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.218 ms | 1 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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+ | MNASNet05 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.721 ms | 0 - 4 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.717 ms | 1 - 50 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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+ | MNASNet05 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.408 ms | 0 - 27 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.341 ms | 1 - 27 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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+ | MNASNet05 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.726 ms | 0 - 51 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.717 ms | 1 - 50 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
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+ | MNASNet05 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.087 ms | 0 - 20 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
58
+ | MNASNet05 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.038 ms | 1 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
59
+ | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.474 ms | 0 - 33 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
60
+ | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.479 ms | 0 - 31 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
61
+ | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.436 ms | 0 - 39 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
62
+ | MNASNet05 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.382 ms | 0 - 24 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
63
+ | MNASNet05 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.363 ms | 1 - 24 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
64
+ | MNASNet05 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.359 ms | 0 - 25 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
65
+ | MNASNet05 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.86 ms | 53 - 53 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
66
+ | MNASNet05 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.6 ms | 5 - 5 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx.zip) |
67
+ | MNASNet05 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.648 ms | 0 - 18 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
68
+ | MNASNet05 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.946 ms | 0 - 34 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
69
+ | MNASNet05 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.793 ms | 0 - 20 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
70
+ | MNASNet05 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 28.511 ms | 0 - 120 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
71
+ | MNASNet05 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.005 ms | 0 - 18 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
72
+ | MNASNet05 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 2.662 ms | 0 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
73
+ | MNASNet05 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 16.166 ms | 8 - 21 MB | CPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
74
+ | MNASNet05 | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 13.523 ms | 8 - 15 MB | CPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
75
+ | MNASNet05 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.648 ms | 0 - 18 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
76
+ | MNASNet05 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.796 ms | 0 - 20 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
77
+ | MNASNet05 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.223 ms | 0 - 24 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
78
+ | MNASNet05 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.794 ms | 0 - 20 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
79
+ | MNASNet05 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.005 ms | 0 - 18 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
80
+ | MNASNet05 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.527 ms | 0 - 30 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
81
+ | MNASNet05 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 23.209 ms | 0 - 2167 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
82
+ | MNASNet05 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.358 ms | 0 - 22 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
83
+ | MNASNet05 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 19.903 ms | 8 - 540 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
84
+ | MNASNet05 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.924 ms | 11 - 11 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
85
+ | MNASNet05 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 28.912 ms | 14 - 14 MB | NPU | [MNASNet05.onnx.zip](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx.zip) |
 
 
 
 
 
86
 
87
 
88
 
 
164
  torch_model = Model.from_pretrained()
165
 
166
  # Device
167
+ device = hub.Device("Samsung Galaxy S25")
168
 
169
  # Trace model
170
  input_shape = torch_model.get_input_spec()
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