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Inception-v3-Quantized

Image Classification
PyTorch
LiteRT
ONNX
backbone
quantized
android
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@@ -36,38 +36,38 @@ 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 | 0.656 ms | 0 - 109 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.608 ms | 0 - 2 MB | INT8 | NPU | [Inception-v3-Quantized.so](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.so) |
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- | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 25.602 ms | 0 - 197 MB | INT8 | NPU | [Inception-v3-Quantized.onnx](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.onnx) |
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- | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.49 ms | 0 - 51 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.456 ms | 0 - 21 MB | INT8 | NPU | [Inception-v3-Quantized.so](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.so) |
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- | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 20.213 ms | 0 - 743 MB | INT8 | NPU | [Inception-v3-Quantized.onnx](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.onnx) |
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- | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.503 ms | 0 - 38 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.441 ms | 0 - 37 MB | INT8 | NPU | Use Export Script |
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- | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 22.823 ms | 0 - 704 MB | INT8 | NPU | [Inception-v3-Quantized.onnx](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.onnx) |
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- | Inception-v3 | SA7255P ADP | SA7255P | TFLITE | 8.562 ms | 0 - 34 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | SA7255P ADP | SA7255P | QNN | 8.46 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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  | Inception-v3 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.661 ms | 0 - 111 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.611 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | Inception-v3 | SA8295P ADP | SA8295P | TFLITE | 1.132 ms | 0 - 36 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | SA8295P ADP | SA8295P | QNN | 1.137 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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- | Inception-v3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.658 ms | 0 - 111 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.611 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | Inception-v3 | SA8775P ADP | SA8775P | TFLITE | 0.948 ms | 0 - 34 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | SA8775P ADP | SA8775P | QNN | 0.852 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Inception-v3 | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 2.451 ms | 0 - 52 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 2.805 ms | 0 - 15 MB | INT8 | NPU | Use Export Script |
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- | Inception-v3 | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 7.786 ms | 0 - 3 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 8.562 ms | 0 - 34 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 8.46 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Inception-v3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.657 ms | 0 - 110 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.614 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | Inception-v3 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.948 ms | 0 - 34 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.852 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Inception-v3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.866 ms | 0 - 57 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.799 ms | 0 - 52 MB | INT8 | NPU | Use Export Script |
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- | Inception-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.634 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | Inception-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 26.74 ms | 42 - 42 MB | INT8 | NPU | [Inception-v3-Quantized.onnx](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.onnx) |
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@@ -132,7 +132,7 @@ 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) : 0.7
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- Estimated peak memory usage (MB): [0, 109]
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  Total # Ops : 142
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  Compute Unit(s) : NPU (142 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 | 0.661 ms | 0 - 112 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.608 ms | 0 - 110 MB | INT8 | NPU | [Inception-v3-Quantized.so](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.so) |
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+ | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 25.238 ms | 5 - 133 MB | INT8 | NPU | [Inception-v3-Quantized.onnx](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.onnx) |
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+ | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.512 ms | 0 - 54 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.473 ms | 0 - 49 MB | INT8 | NPU | [Inception-v3-Quantized.so](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.so) |
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+ | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 20.202 ms | 0 - 744 MB | INT8 | NPU | [Inception-v3-Quantized.onnx](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.onnx) |
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+ | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.431 ms | 0 - 38 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.407 ms | 0 - 39 MB | INT8 | NPU | Use Export Script |
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+ | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 22.878 ms | 0 - 704 MB | INT8 | NPU | [Inception-v3-Quantized.onnx](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.onnx) |
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+ | Inception-v3 | SA7255P ADP | SA7255P | TFLITE | 8.546 ms | 0 - 34 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | SA7255P ADP | SA7255P | QNN | 8.446 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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  | Inception-v3 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.661 ms | 0 - 111 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.614 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | Inception-v3 | SA8295P ADP | SA8295P | TFLITE | 1.145 ms | 0 - 36 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | SA8295P ADP | SA8295P | QNN | 1.142 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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+ | Inception-v3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.657 ms | 0 - 109 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.614 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | Inception-v3 | SA8775P ADP | SA8775P | TFLITE | 0.939 ms | 0 - 34 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | SA8775P ADP | SA8775P | QNN | 0.854 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Inception-v3 | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 2.443 ms | 0 - 55 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 2.776 ms | 0 - 13 MB | INT8 | NPU | Use Export Script |
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+ | Inception-v3 | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 8.187 ms | 0 - 3 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 8.546 ms | 0 - 34 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 8.446 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Inception-v3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.657 ms | 0 - 111 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.611 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | Inception-v3 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.939 ms | 0 - 34 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.854 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Inception-v3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.893 ms | 0 - 56 MB | INT8 | NPU | [Inception-v3-Quantized.tflite](https://huggingface.co/qualcomm/Inception-v3-Quantized/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.82 ms | 0 - 50 MB | INT8 | NPU | Use Export Script |
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+ | Inception-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.641 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | Inception-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 26.894 ms | 41 - 41 MB | INT8 | NPU | [Inception-v3-Quantized.onnx](https://huggingface.co/qualcomm/Inception-v3-Quantized/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) : 0.7
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+ Estimated peak memory usage (MB): [0, 112]
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  Total # Ops : 142
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  Compute Unit(s) : NPU (142 ops)
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  ```