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Inception-v3

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ONNX
backbone
android
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@@ -35,31 +35,31 @@ 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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- | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.337 ms | 0 - 191 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.416 ms | 1 - 142 MB | FP16 | NPU | [Inception-v3.so](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.so) |
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- | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.75 ms | 1 - 2 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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- | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.001 ms | 0 - 22 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.051 ms | 0 - 22 MB | FP16 | NPU | [Inception-v3.so](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.so) |
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- | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.289 ms | 0 - 59 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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- | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.862 ms | 0 - 18 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.041 ms | 1 - 18 MB | FP16 | NPU | Use Export Script |
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- | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.25 ms | 0 - 27 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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- | Inception-v3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.337 ms | 0 - 191 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.453 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Inception-v3 | SA7255P ADP | SA7255P | TFLITE | 58.029 ms | 0 - 16 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | SA7255P ADP | SA7255P | QNN | 58.238 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | Inception-v3 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.337 ms | 0 - 191 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.458 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Inception-v3 | SA8295P ADP | SA8295P | TFLITE | 2.572 ms | 0 - 16 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | SA8295P ADP | SA8295P | QNN | 2.789 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | Inception-v3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.333 ms | 0 - 192 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.467 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Inception-v3 | SA8775P ADP | SA8775P | TFLITE | 2.59 ms | 0 - 16 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | SA8775P ADP | SA8775P | QNN | 2.861 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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- | Inception-v3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.125 ms | 0 - 23 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.205 ms | 1 - 24 MB | FP16 | NPU | Use Export Script |
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- | Inception-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.491 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | Inception-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.688 ms | 48 - 48 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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@@ -124,7 +124,7 @@ Inception-v3
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.3
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- Estimated peak memory usage (MB): [0, 191]
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  Total # Ops : 129
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  Compute Unit(s) : NPU (129 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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+ | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.344 ms | 0 - 192 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.422 ms | 1 - 142 MB | FP16 | NPU | [Inception-v3.so](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.so) |
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+ | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.755 ms | 0 - 227 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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+ | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.996 ms | 0 - 24 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.054 ms | 0 - 24 MB | FP16 | NPU | [Inception-v3.so](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.so) |
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+ | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.316 ms | 0 - 26 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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+ | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.984 ms | 0 - 21 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.926 ms | 0 - 20 MB | FP16 | NPU | Use Export Script |
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+ | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.13 ms | 0 - 22 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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+ | Inception-v3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.336 ms | 0 - 192 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.459 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Inception-v3 | SA7255P ADP | SA7255P | TFLITE | 57.997 ms | 0 - 15 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | SA7255P ADP | SA7255P | QNN | 58.291 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | Inception-v3 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.345 ms | 0 - 192 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.46 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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+ | Inception-v3 | SA8295P ADP | SA8295P | TFLITE | 2.569 ms | 0 - 20 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | SA8295P ADP | SA8295P | QNN | 2.874 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
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+ | Inception-v3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.335 ms | 0 - 192 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.461 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Inception-v3 | SA8775P ADP | SA8775P | TFLITE | 2.612 ms | 0 - 16 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | SA8775P ADP | SA8775P | QNN | 2.854 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Inception-v3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.092 ms | 0 - 28 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.177 ms | 1 - 18 MB | FP16 | NPU | Use Export Script |
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+ | Inception-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.483 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | Inception-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.675 ms | 48 - 48 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.3
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+ Estimated peak memory usage (MB): [0, 192]
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  Total # Ops : 129
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  Compute Unit(s) : NPU (129 ops)
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  ```