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MobileNet-v3-Large-Quantized

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quantized
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android
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@@ -37,30 +37,34 @@ More details on model performance across various devices, can be found
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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-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.342 ms | 0 - 15 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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- | MobileNet-v3-Large-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.632 ms | 0 - 14 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.so](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.so) |
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- | MobileNet-v3-Large-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.251 ms | 0 - 21 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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- | MobileNet-v3-Large-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.456 ms | 0 - 14 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.so](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.so) |
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- | MobileNet-v3-Large-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.25 ms | 0 - 13 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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- | MobileNet-v3-Large-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.376 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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- | MobileNet-v3-Large-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 1.184 ms | 0 - 20 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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- | MobileNet-v3-Large-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.711 ms | 0 - 7 MB | INT8 | NPU | Use Export Script |
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- | MobileNet-v3-Large-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 6.724 ms | 0 - 3 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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- | MobileNet-v3-Large-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.344 ms | 0 - 26 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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- | MobileNet-v3-Large-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.582 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | MobileNet-v3-Large-Quantized | SA7255P ADP | SA7255P | TFLITE | 2.567 ms | 0 - 18 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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- | MobileNet-v3-Large-Quantized | SA7255P ADP | SA7255P | QNN | 3.203 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | MobileNet-v3-Large-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.347 ms | 0 - 89 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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- | MobileNet-v3-Large-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.583 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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- | MobileNet-v3-Large-Quantized | SA8295P ADP | SA8295P | TFLITE | 0.78 ms | 0 - 13 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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- | MobileNet-v3-Large-Quantized | SA8295P ADP | SA8295P | QNN | 1.302 ms | 0 - 5 MB | INT8 | NPU | Use Export Script |
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- | MobileNet-v3-Large-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.348 ms | 0 - 14 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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- | MobileNet-v3-Large-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.583 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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- | MobileNet-v3-Large-Quantized | SA8775P ADP | SA8775P | TFLITE | 0.67 ms | 0 - 18 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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- | MobileNet-v3-Large-Quantized | SA8775P ADP | SA8775P | QNN | 1.133 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
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- | MobileNet-v3-Large-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.444 ms | 0 - 24 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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- | MobileNet-v3-Large-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.753 ms | 0 - 20 MB | INT8 | NPU | Use Export Script |
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- | MobileNet-v3-Large-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.719 ms | 1 - 1 MB | INT8 | NPU | Use Export Script |
 
 
 
 
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@@ -125,7 +129,7 @@ MobileNet-v3-Large-Quantized
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.3
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- Estimated peak memory usage (MB): [0, 15]
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  Total # Ops : 137
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  Compute Unit(s) : NPU (137 ops)
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  ```
 
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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-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.345 ms | 0 - 26 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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+ | MobileNet-v3-Large-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.631 ms | 0 - 25 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.so](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.so) |
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+ | MobileNet-v3-Large-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.687 ms | 0 - 19 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.onnx) |
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+ | MobileNet-v3-Large-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.243 ms | 0 - 31 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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+ | MobileNet-v3-Large-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.454 ms | 0 - 29 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.so](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.so) |
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+ | MobileNet-v3-Large-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.462 ms | 0 - 35 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.onnx) |
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+ | MobileNet-v3-Large-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.257 ms | 0 - 21 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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+ | MobileNet-v3-Large-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.465 ms | 0 - 21 MB | INT8 | NPU | Use Export Script |
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+ | MobileNet-v3-Large-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.53 ms | 0 - 22 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.onnx) |
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+ | MobileNet-v3-Large-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 1.118 ms | 0 - 19 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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+ | MobileNet-v3-Large-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.698 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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+ | MobileNet-v3-Large-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 7.094 ms | 0 - 3 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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+ | MobileNet-v3-Large-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.355 ms | 0 - 26 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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+ | MobileNet-v3-Large-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.58 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | MobileNet-v3-Large-Quantized | SA7255P ADP | SA7255P | TFLITE | 2.559 ms | 0 - 14 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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+ | MobileNet-v3-Large-Quantized | SA7255P ADP | SA7255P | QNN | 3.134 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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+ | MobileNet-v3-Large-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.345 ms | 0 - 25 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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+ | MobileNet-v3-Large-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.585 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | MobileNet-v3-Large-Quantized | SA8295P ADP | SA8295P | TFLITE | 0.776 ms | 0 - 20 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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+ | MobileNet-v3-Large-Quantized | SA8295P ADP | SA8295P | QNN | 1.368 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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+ | MobileNet-v3-Large-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.349 ms | 0 - 26 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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+ | MobileNet-v3-Large-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.583 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | MobileNet-v3-Large-Quantized | SA8775P ADP | SA8775P | TFLITE | 0.68 ms | 0 - 14 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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+ | MobileNet-v3-Large-Quantized | SA8775P ADP | SA8775P | QNN | 1.125 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | MobileNet-v3-Large-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.446 ms | 0 - 23 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.tflite) |
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+ | MobileNet-v3-Large-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.758 ms | 0 - 19 MB | INT8 | NPU | Use Export Script |
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+ | MobileNet-v3-Large-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.713 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | MobileNet-v3-Large-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.715 ms | 10 - 10 MB | INT8 | NPU | [MobileNet-v3-Large-Quantized.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large-Quantized/blob/main/MobileNet-v3-Large-Quantized.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.3
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+ Estimated peak memory usage (MB): [0, 26]
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  Total # Ops : 137
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  Compute Unit(s) : NPU (137 ops)
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  ```