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@@ -36,67 +36,67 @@ 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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- | Inception-v3 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.757 ms | 0 - 55 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 7.683 ms | 1 - 10 MB | NPU | Use Export Script |
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- | Inception-v3 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.213 ms | 0 - 94 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 2.432 ms | 0 - 30 MB | NPU | Use Export Script |
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- | Inception-v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.327 ms | 0 - 326 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.353 ms | 1 - 3 MB | NPU | Use Export Script |
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- | Inception-v3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.198 ms | 0 - 56 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 2.204 ms | 1 - 14 MB | NPU | Use Export Script |
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- | Inception-v3 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.757 ms | 0 - 55 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 7.683 ms | 1 - 10 MB | NPU | Use Export Script |
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- | Inception-v3 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.332 ms | 0 - 324 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.349 ms | 1 - 11 MB | NPU | Use Export Script |
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- | Inception-v3 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.55 ms | 0 - 56 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.578 ms | 0 - 18 MB | NPU | Use Export Script |
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- | Inception-v3 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.328 ms | 0 - 325 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.349 ms | 1 - 4 MB | NPU | Use Export Script |
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- | Inception-v3 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.198 ms | 0 - 56 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 2.204 ms | 1 - 14 MB | NPU | Use Export Script |
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- | Inception-v3 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.323 ms | 0 - 323 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 1.352 ms | 0 - 95 MB | NPU | Use Export Script |
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- | Inception-v3 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.599 ms | 0 - 142 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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- | Inception-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.008 ms | 0 - 89 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.001 ms | 56 - 85 MB | NPU | Use Export Script |
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- | Inception-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.217 ms | 0 - 31 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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- | Inception-v3 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.837 ms | 0 - 59 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.983 ms | 0 - 22 MB | NPU | Use Export Script |
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- | Inception-v3 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.211 ms | 1 - 24 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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- | Inception-v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.407 ms | 1 - 1 MB | NPU | Use Export Script |
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- | Inception-v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.475 ms | 46 - 46 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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- | Inception-v3 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.52 ms | 0 - 34 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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- | Inception-v3 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 1.449 ms | 0 - 10 MB | NPU | Use Export Script |
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- | Inception-v3 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.859 ms | 0 - 54 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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- | Inception-v3 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.958 ms | 0 - 54 MB | NPU | Use Export Script |
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- | Inception-v3 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.656 ms | 0 - 111 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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- | Inception-v3 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.605 ms | 0 - 2 MB | NPU | Use Export Script |
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- | Inception-v3 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.847 ms | 0 - 37 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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- | Inception-v3 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.779 ms | 0 - 14 MB | NPU | Use Export Script |
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- | Inception-v3 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.429 ms | 0 - 53 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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- | Inception-v3 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 2.796 ms | 0 - 12 MB | NPU | Use Export Script |
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- | Inception-v3 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 7.807 ms | 0 - 3 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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- | Inception-v3 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.52 ms | 0 - 34 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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- | Inception-v3 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 1.449 ms | 0 - 10 MB | NPU | Use Export Script |
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- | Inception-v3 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.65 ms | 0 - 111 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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- | Inception-v3 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.608 ms | 0 - 3 MB | NPU | Use Export Script |
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- | Inception-v3 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.14 ms | 0 - 38 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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- | Inception-v3 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.139 ms | 0 - 18 MB | NPU | Use Export Script |
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- | Inception-v3 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.654 ms | 0 - 112 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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- | Inception-v3 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.602 ms | 0 - 2 MB | NPU | Use Export Script |
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- | Inception-v3 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.847 ms | 0 - 37 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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- | Inception-v3 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.779 ms | 0 - 14 MB | NPU | Use Export Script |
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- | Inception-v3 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.654 ms | 0 - 110 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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- | Inception-v3 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.601 ms | 0 - 121 MB | NPU | Use Export Script |
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- | Inception-v3 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 25.076 ms | 0 - 179 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
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- | Inception-v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.501 ms | 0 - 55 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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- | Inception-v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.459 ms | 0 - 55 MB | NPU | Use Export Script |
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- | Inception-v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 19.828 ms | 0 - 743 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
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- | Inception-v3 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.473 ms | 0 - 36 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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- | Inception-v3 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.408 ms | 0 - 47 MB | NPU | Use Export Script |
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- | Inception-v3 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 23.041 ms | 0 - 706 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
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- | Inception-v3 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.633 ms | 0 - 0 MB | NPU | Use Export Script |
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- | Inception-v3 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 26.569 ms | 41 - 41 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
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@@ -160,8 +160,8 @@ Profiling Results
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  Inception-v3
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 7.8
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- Estimated peak memory usage (MB): [0, 55]
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  Total # Ops : 129
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  Compute Unit(s) : npu (129 ops) gpu (0 ops) cpu (0 ops)
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  ```
 
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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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+ | Inception-v3 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.744 ms | 0 - 54 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 7.664 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | Inception-v3 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.148 ms | 0 - 93 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 2.433 ms | 0 - 31 MB | NPU | Use Export Script |
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+ | Inception-v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.324 ms | 0 - 316 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.343 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | Inception-v3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.198 ms | 0 - 55 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 2.192 ms | 1 - 15 MB | NPU | Use Export Script |
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+ | Inception-v3 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.744 ms | 0 - 54 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 7.664 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | Inception-v3 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.328 ms | 0 - 323 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.355 ms | 1 - 4 MB | NPU | Use Export Script |
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+ | Inception-v3 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.563 ms | 0 - 59 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.607 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | Inception-v3 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.334 ms | 0 - 320 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.35 ms | 1 - 11 MB | NPU | Use Export Script |
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+ | Inception-v3 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.198 ms | 0 - 55 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 2.192 ms | 1 - 15 MB | NPU | Use Export Script |
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+ | Inception-v3 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.325 ms | 0 - 327 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 1.353 ms | 0 - 92 MB | NPU | Use Export Script |
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+ | Inception-v3 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.604 ms | 0 - 154 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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+ | Inception-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.991 ms | 0 - 92 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.012 ms | 0 - 26 MB | NPU | Use Export Script |
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+ | Inception-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.207 ms | 0 - 31 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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+ | Inception-v3 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.835 ms | 0 - 59 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.989 ms | 0 - 23 MB | NPU | Use Export Script |
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+ | Inception-v3 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.192 ms | 1 - 24 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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+ | Inception-v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.409 ms | 1 - 1 MB | NPU | Use Export Script |
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+ | Inception-v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.46 ms | 46 - 46 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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+ | Inception-v3 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.528 ms | 0 - 35 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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+ | Inception-v3 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 1.443 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | Inception-v3 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.859 ms | 0 - 57 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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+ | Inception-v3 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.993 ms | 0 - 49 MB | NPU | Use Export Script |
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+ | Inception-v3 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.656 ms | 0 - 109 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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+ | Inception-v3 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.61 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | Inception-v3 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.827 ms | 0 - 37 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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+ | Inception-v3 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.777 ms | 0 - 14 MB | NPU | Use Export Script |
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+ | Inception-v3 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.479 ms | 0 - 56 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
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+ | Inception-v3 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 2.991 ms | 0 - 11 MB | NPU | Use Export Script |
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+ | Inception-v3 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 8.103 ms | 0 - 3 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
79
+ | Inception-v3 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.528 ms | 0 - 35 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
80
+ | Inception-v3 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 1.443 ms | 0 - 10 MB | NPU | Use Export Script |
81
+ | Inception-v3 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.654 ms | 0 - 111 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
82
+ | Inception-v3 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.604 ms | 0 - 2 MB | NPU | Use Export Script |
83
+ | Inception-v3 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.139 ms | 0 - 37 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
84
+ | Inception-v3 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.145 ms | 0 - 18 MB | NPU | Use Export Script |
85
+ | Inception-v3 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.654 ms | 0 - 111 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
86
+ | Inception-v3 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.61 ms | 0 - 3 MB | NPU | Use Export Script |
87
+ | Inception-v3 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.827 ms | 0 - 37 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
88
+ | Inception-v3 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.777 ms | 0 - 14 MB | NPU | Use Export Script |
89
+ | Inception-v3 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.658 ms | 0 - 111 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
90
+ | Inception-v3 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.619 ms | 0 - 97 MB | NPU | Use Export Script |
91
+ | Inception-v3 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 25.704 ms | 0 - 188 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
92
+ | Inception-v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.513 ms | 0 - 55 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
93
+ | Inception-v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.464 ms | 0 - 51 MB | NPU | Use Export Script |
94
+ | Inception-v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 20.312 ms | 0 - 743 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
95
+ | Inception-v3 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.475 ms | 0 - 36 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
96
+ | Inception-v3 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.435 ms | 0 - 37 MB | NPU | Use Export Script |
97
+ | Inception-v3 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 22.752 ms | 0 - 703 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
98
+ | Inception-v3 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.643 ms | 0 - 0 MB | NPU | Use Export Script |
99
+ | Inception-v3 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 26.472 ms | 41 - 41 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
100
 
101
 
102
 
 
160
  Inception-v3
161
  Device : cs_8275 (ANDROID 14)
162
  Runtime : TFLITE
163
+ Estimated inference time (ms) : 7.7
164
+ Estimated peak memory usage (MB): [0, 54]
165
  Total # Ops : 129
166
  Compute Unit(s) : npu (129 ops) gpu (0 ops) cpu (0 ops)
167
  ```