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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 (13) hide show
  1. MobileNet-v3-Large_float.dlc +2 -2
  2. MobileNet-v3-Large_float.onnx.zip +2 -2
  3. MobileNet-v3-Large_w8a16.dlc +2 -2
  4. README.md +41 -45
  5. precompiled/qualcomm-qcs6490-proxy/MobileNet-v3-Large_w8a16.bin +0 -3
  6. precompiled/qualcomm-qcs6490-proxy/MobileNet-v3-Large_w8a16.onnx.zip +0 -3
  7. precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +0 -3
  8. precompiled/qualcomm-snapdragon-x-elite/MobileNet-v3-Large_float.bin +0 -3
  9. precompiled/qualcomm-snapdragon-x-elite/MobileNet-v3-Large_float.onnx.zip +0 -3
  10. precompiled/qualcomm-snapdragon-x-elite/MobileNet-v3-Large_w8a16.bin +0 -3
  11. precompiled/qualcomm-snapdragon-x-elite/MobileNet-v3-Large_w8a16.onnx.zip +0 -3
  12. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  13. tool-versions.yaml +1 -1
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README.md CHANGED
@@ -38,50 +38,46 @@ 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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- | MobileNet-v3-Large | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.022 ms | 0 - 28 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.847 ms | 1 - 24 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.344 ms | 0 - 42 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.746 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.969 ms | 0 - 93 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.926 ms | 0 - 72 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.792 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
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- | MobileNet-v3-Large | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.365 ms | 0 - 29 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.304 ms | 1 - 25 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.022 ms | 0 - 28 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.847 ms | 1 - 24 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.972 ms | 0 - 93 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.935 ms | 0 - 71 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.791 ms | 0 - 35 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.73 ms | 1 - 31 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.971 ms | 0 - 93 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.936 ms | 0 - 8 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.365 ms | 0 - 29 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.304 ms | 1 - 25 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.97 ms | 0 - 93 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.932 ms | 1 - 11 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.796 ms | 0 - 70 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
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- | MobileNet-v3-Large | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.641 ms | 0 - 40 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.622 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.561 ms | 0 - 34 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
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- | MobileNet-v3-Large | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.613 ms | 0 - 35 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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- | MobileNet-v3-Large | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.586 ms | 0 - 31 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.578 ms | 0 - 25 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
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- | MobileNet-v3-Large | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.089 ms | 59 - 59 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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- | MobileNet-v3-Large | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.843 ms | 13 - 13 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
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- | MobileNet-v3-Large | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.049 ms | 0 - 22 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.208 ms | 0 - 32 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.93 ms | 0 - 37 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.159 ms | 0 - 22 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 3.45 ms | 0 - 27 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.049 ms | 0 - 22 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.933 ms | 0 - 6 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.539 ms | 0 - 30 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.933 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.159 ms | 0 - 22 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.935 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.648 ms | 0 - 31 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.548 ms | 0 - 24 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.093 ms | 32 - 32 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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@@ -163,7 +159,7 @@ from qai_hub_models.models.mobilenet_v3_large import Model
163
  torch_model = Model.from_pretrained()
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165
  # Device
166
- device = hub.Device("Samsung Galaxy S24")
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  # Trace model
169
  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
40
  |---|---|---|---|---|---|---|---|---|
41
+ | MobileNet-v3-Large | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.054 ms | 0 - 29 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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+ | MobileNet-v3-Large | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.884 ms | 1 - 24 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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+ | MobileNet-v3-Large | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.345 ms | 0 - 43 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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+ | MobileNet-v3-Large | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.809 ms | 0 - 38 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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+ | MobileNet-v3-Large | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.962 ms | 0 - 93 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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+ | MobileNet-v3-Large | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.937 ms | 0 - 72 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
47
+ | MobileNet-v3-Large | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.888 ms | 0 - 59 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
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+ | MobileNet-v3-Large | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.362 ms | 0 - 28 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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+ | MobileNet-v3-Large | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.313 ms | 1 - 25 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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+ | MobileNet-v3-Large | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.054 ms | 0 - 29 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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+ | MobileNet-v3-Large | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.884 ms | 1 - 24 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
52
+ | MobileNet-v3-Large | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.965 ms | 0 - 93 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
53
+ | MobileNet-v3-Large | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.936 ms | 1 - 72 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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+ | MobileNet-v3-Large | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.818 ms | 0 - 34 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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+ | MobileNet-v3-Large | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.732 ms | 1 - 31 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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+ | MobileNet-v3-Large | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.968 ms | 0 - 94 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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+ | MobileNet-v3-Large | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.937 ms | 0 - 72 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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+ | MobileNet-v3-Large | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.362 ms | 0 - 28 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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+ | MobileNet-v3-Large | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.313 ms | 1 - 25 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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+ | MobileNet-v3-Large | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.643 ms | 0 - 44 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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+ | MobileNet-v3-Large | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.642 ms | 0 - 37 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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+ | MobileNet-v3-Large | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.592 ms | 0 - 38 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
63
+ | MobileNet-v3-Large | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.514 ms | 0 - 32 MB | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
64
+ | MobileNet-v3-Large | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.498 ms | 1 - 32 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
65
+ | MobileNet-v3-Large | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.501 ms | 0 - 31 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
66
+ | MobileNet-v3-Large | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.093 ms | 86 - 86 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
67
+ | MobileNet-v3-Large | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.843 ms | 12 - 12 MB | NPU | [MobileNet-v3-Large.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx.zip) |
68
+ | MobileNet-v3-Large | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.02 ms | 0 - 22 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
69
+ | MobileNet-v3-Large | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.241 ms | 0 - 37 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
70
+ | MobileNet-v3-Large | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.928 ms | 0 - 35 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
71
+ | MobileNet-v3-Large | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.161 ms | 0 - 22 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
72
+ | MobileNet-v3-Large | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 3.48 ms | 0 - 28 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
73
+ | MobileNet-v3-Large | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.02 ms | 0 - 22 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
74
+ | MobileNet-v3-Large | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.931 ms | 0 - 35 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
75
+ | MobileNet-v3-Large | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.546 ms | 0 - 28 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
76
+ | MobileNet-v3-Large | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.937 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
77
+ | MobileNet-v3-Large | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.161 ms | 0 - 22 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
78
+ | MobileNet-v3-Large | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.663 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
79
+ | MobileNet-v3-Large | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.443 ms | 0 - 24 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
80
+ | MobileNet-v3-Large | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.085 ms | 31 - 31 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
 
 
 
 
81
 
82
 
83
 
 
159
  torch_model = Model.from_pretrained()
160
 
161
  # Device
162
+ device = hub.Device("Samsung Galaxy S25")
163
 
164
  # Trace model
165
  input_shape = torch_model.get_input_spec()
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