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@@ -1,6 +1,6 @@
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  ---
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  library_name: pytorch
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- license: bsd-3-clause
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  tags:
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  - backbone
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  - real_time
@@ -27,44 +27,63 @@ More details on model performance across various devices, can be found
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  ### Model Details
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- - **Model Type:** Image classification
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  - **Model Stats:**
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  - Model checkpoint: Imagenet
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  - Input resolution: 224x224
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  - Number of parameters: 5.47M
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- - Model size: 20.9 MB
 
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- | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | MobileNet-v3-Large | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.955 ms | 0 - 81 MB | FP16 | 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.931 ms | 0 - 58 MB | FP16 | NPU | [MobileNet-v3-Large.so](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.so) |
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- | MobileNet-v3-Large | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.825 ms | 0 - 29 MB | FP16 | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx) |
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- | MobileNet-v3-Large | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.647 ms | 0 - 38 MB | FP16 | 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 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.638 ms | 0 - 31 MB | FP16 | NPU | [MobileNet-v3-Large.so](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.so) |
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- | MobileNet-v3-Large | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.576 ms | 0 - 32 MB | FP16 | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx) |
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- | MobileNet-v3-Large | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.612 ms | 0 - 31 MB | FP16 | 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.607 ms | 0 - 20 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v3-Large | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.577 ms | 0 - 25 MB | FP16 | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx) |
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- | MobileNet-v3-Large | SA7255P ADP | SA7255P | TFLITE | 15.02 ms | 0 - 24 MB | FP16 | 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 | SA7255P ADP | SA7255P | QNN | 14.353 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v3-Large | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.959 ms | 0 - 80 MB | FP16 | 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 | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.93 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v3-Large | SA8295P ADP | SA8295P | TFLITE | 1.861 ms | 0 - 26 MB | FP16 | 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 | SA8295P ADP | SA8295P | QNN | 1.749 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v3-Large | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.952 ms | 0 - 80 MB | FP16 | 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 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.938 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v3-Large | SA8775P ADP | SA8775P | TFLITE | 1.647 ms | 0 - 24 MB | FP16 | 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 | SA8775P ADP | SA8775P | QNN | 1.536 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v3-Large | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 15.02 ms | 0 - 24 MB | FP16 | 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 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 14.353 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v3-Large | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.952 ms | 0 - 81 MB | FP16 | 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 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.939 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v3-Large | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.647 ms | 0 - 24 MB | FP16 | 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 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.536 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v3-Large | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.478 ms | 0 - 37 MB | FP16 | 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 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.476 ms | 0 - 28 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v3-Large | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.053 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v3-Large | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.89 ms | 13 - 13 MB | FP16 | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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@@ -126,12 +145,12 @@ python -m qai_hub_models.models.mobilenet_v3_large.export
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  Profiling Results
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  ------------------------------------------------------------
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  MobileNet-v3-Large
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- Device : Samsung Galaxy S23 (13)
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- Runtime : TFLITE
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- Estimated inference time (ms) : 1.0
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- Estimated peak memory usage (MB): [0, 81]
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- Total # Ops : 128
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- Compute Unit(s) : NPU (128 ops)
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  ```
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1
  ---
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  library_name: pytorch
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+ license: other
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  tags:
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  - backbone
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  - real_time
 
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  ### Model Details
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+ - **Model Type:** Model_use_case.image_classification
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  - **Model Stats:**
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  - Model checkpoint: Imagenet
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  - Input resolution: 224x224
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  - Number of parameters: 5.47M
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+ - Model size (float): 20.9 MB
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+ - Model size (w8a8): 5.79 MB
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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 | 3.171 ms | 0 - 24 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 | 2.856 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.442 ms | 0 - 39 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 | 1.882 ms | 0 - 28 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.959 ms | 0 - 80 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 | 0.938 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.381 ms | 0 - 26 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 | 1.282 ms | 1 - 15 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.171 ms | 0 - 24 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 | 2.856 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.953 ms | 0 - 81 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 | 0.938 ms | 1 - 2 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.864 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 | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.728 ms | 0 - 19 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.957 ms | 0 - 80 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 | 0.932 ms | 1 - 4 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.381 ms | 0 - 26 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 | 1.282 ms | 1 - 15 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.957 ms | 0 - 80 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 | 0.939 ms | 0 - 59 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.816 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx) |
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+ | MobileNet-v3-Large | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.647 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 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.64 ms | 0 - 32 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.566 ms | 0 - 35 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx) |
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+ | MobileNet-v3-Large | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.514 ms | 0 - 31 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 | 0.592 ms | 0 - 25 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.522 ms | 0 - 27 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx) |
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+ | MobileNet-v3-Large | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.079 ms | 1 - 1 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.877 ms | 13 - 13 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx) |
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+ | MobileNet-v3-Large | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 2.08 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.328 ms | 0 - 30 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.944 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.169 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 2.973 ms | 0 - 14 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN | 2.08 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.936 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.543 ms | 0 - 20 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.944 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.169 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.945 ms | 0 - 30 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.837 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx) |
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+ | MobileNet-v3-Large | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.648 ms | 0 - 32 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.571 ms | 0 - 37 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx) |
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+ | MobileNet-v3-Large | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.559 ms | 0 - 21 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.571 ms | 0 - 25 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx) |
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+ | MobileNet-v3-Large | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.114 ms | 0 - 0 MB | NPU | Use Export Script |
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+ | MobileNet-v3-Large | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.876 ms | 7 - 7 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx) |
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  Profiling Results
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  ------------------------------------------------------------
147
  MobileNet-v3-Large
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+ Device : cs_8275 (ANDROID 14)
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+ Runtime : TFLITE
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+ Estimated inference time (ms) : 3.2
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+ Estimated peak memory usage (MB): [0, 24]
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+ Total # Ops : 128
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+ Compute Unit(s) : npu (128 ops) gpu (0 ops) cpu (0 ops)
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  ```
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