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WideResNet50-Quantized

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quantized
android
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@@ -37,29 +37,33 @@ 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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  | WideResNet50-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.781 ms | 0 - 140 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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- | WideResNet50-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.03 ms | 0 - 446 MB | INT8 | NPU | [WideResNet50-Quantized.so](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.so) |
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- | WideResNet50-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.345 ms | 0 - 27 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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- | WideResNet50-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.527 ms | 0 - 24 MB | INT8 | NPU | [WideResNet50-Quantized.so](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.so) |
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- | WideResNet50-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.249 ms | 0 - 21 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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- | WideResNet50-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.454 ms | 0 - 21 MB | INT8 | NPU | Use Export Script |
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- | WideResNet50-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 8.337 ms | 0 - 27 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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- | WideResNet50-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 9.319 ms | 0 - 7 MB | INT8 | NPU | Use Export Script |
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- | WideResNet50-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 23.686 ms | 0 - 2 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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- | WideResNet50-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.778 ms | 0 - 130 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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- | WideResNet50-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.921 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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- | WideResNet50-Quantized | SA7255P ADP | SA7255P | TFLITE | 22.321 ms | 0 - 19 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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- | WideResNet50-Quantized | SA7255P ADP | SA7255P | QNN | 23.753 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | WideResNet50-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.783 ms | 0 - 8 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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- | WideResNet50-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.926 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | WideResNet50-Quantized | SA8295P ADP | SA8295P | TFLITE | 2.761 ms | 0 - 19 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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- | WideResNet50-Quantized | SA8295P ADP | SA8295P | QNN | 3.074 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
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- | WideResNet50-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.782 ms | 0 - 130 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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- | WideResNet50-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.921 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | WideResNet50-Quantized | SA8775P ADP | SA8775P | TFLITE | 2.072 ms | 0 - 20 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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- | WideResNet50-Quantized | SA8775P ADP | SA8775P | QNN | 2.419 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
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- | WideResNet50-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.182 ms | 0 - 28 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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- | WideResNet50-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.475 ms | 0 - 26 MB | INT8 | NPU | Use Export Script |
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- | WideResNet50-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.845 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
 
 
 
 
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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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  | WideResNet50-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.781 ms | 0 - 140 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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+ | WideResNet50-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.034 ms | 0 - 139 MB | INT8 | NPU | [WideResNet50-Quantized.so](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.so) |
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+ | WideResNet50-Quantized | Samsung Galaxy S23 | Snapdragon�� 8 Gen 2 | ONNX | 2.435 ms | 0 - 162 MB | INT8 | NPU | [WideResNet50-Quantized.onnx](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.onnx) |
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+ | WideResNet50-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.353 ms | 0 - 31 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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+ | WideResNet50-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.547 ms | 0 - 27 MB | INT8 | NPU | [WideResNet50-Quantized.so](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.so) |
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+ | WideResNet50-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.778 ms | 0 - 33 MB | INT8 | NPU | [WideResNet50-Quantized.onnx](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.onnx) |
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+ | WideResNet50-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.249 ms | 0 - 25 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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+ | WideResNet50-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.459 ms | 0 - 22 MB | INT8 | NPU | Use Export Script |
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+ | WideResNet50-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.707 ms | 0 - 33 MB | INT8 | NPU | [WideResNet50-Quantized.onnx](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.onnx) |
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+ | WideResNet50-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 7.98 ms | 1 - 27 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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+ | WideResNet50-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 9.291 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
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+ | WideResNet50-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 24.129 ms | 0 - 2 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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+ | WideResNet50-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.775 ms | 0 - 120 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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+ | WideResNet50-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.922 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | WideResNet50-Quantized | SA7255P ADP | SA7255P | TFLITE | 22.358 ms | 0 - 18 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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+ | WideResNet50-Quantized | SA7255P ADP | SA7255P | QNN | 23.727 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | WideResNet50-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.774 ms | 0 - 129 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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+ | WideResNet50-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.925 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | WideResNet50-Quantized | SA8295P ADP | SA8295P | TFLITE | 2.732 ms | 0 - 26 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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+ | WideResNet50-Quantized | SA8295P ADP | SA8295P | QNN | 3.06 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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+ | WideResNet50-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.787 ms | 0 - 120 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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+ | WideResNet50-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.97 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | WideResNet50-Quantized | SA8775P ADP | SA8775P | TFLITE | 2.071 ms | 0 - 18 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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+ | WideResNet50-Quantized | SA8775P ADP | SA8775P | QNN | 2.463 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | WideResNet50-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.228 ms | 0 - 31 MB | INT8 | NPU | [WideResNet50-Quantized.tflite](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.tflite) |
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+ | WideResNet50-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.481 ms | 0 - 25 MB | INT8 | NPU | Use Export Script |
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+ | WideResNet50-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.846 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | WideResNet50-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.472 ms | 70 - 70 MB | INT8 | NPU | [WideResNet50-Quantized.onnx](https://huggingface.co/qualcomm/WideResNet50-Quantized/blob/main/WideResNet50-Quantized.onnx) |
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