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ResNet101Quantized

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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- | ResNet101Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.151 ms | 0 - 185 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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- | ResNet101Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.288 ms | 0 - 3 MB | INT8 | NPU | [ResNet101Quantized.so](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.so) |
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- | ResNet101Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.731 ms | 0 - 72 MB | INT8 | NPU | [ResNet101Quantized.onnx](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.onnx) |
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- | ResNet101Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.88 ms | 0 - 93 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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- | ResNet101Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.975 ms | 0 - 20 MB | INT8 | NPU | [ResNet101Quantized.so](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.so) |
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- | ResNet101Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.923 ms | 0 - 111 MB | INT8 | NPU | [ResNet101Quantized.onnx](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.onnx) |
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- | ResNet101Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.837 ms | 0 - 52 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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- | ResNet101Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.921 ms | 0 - 49 MB | INT8 | NPU | Use Export Script |
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- | ResNet101Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 2.093 ms | 0 - 75 MB | INT8 | NPU | [ResNet101Quantized.onnx](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.onnx) |
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- | ResNet101Quantized | SA7255P ADP | SA7255P | TFLITE | 15.97 ms | 0 - 42 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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- | ResNet101Quantized | SA7255P ADP | SA7255P | QNN | 16.393 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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- | ResNet101Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.148 ms | 0 - 184 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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- | ResNet101Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.279 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | ResNet101Quantized | SA8295P ADP | SA8295P | TFLITE | 1.82 ms | 0 - 47 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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- | ResNet101Quantized | SA8295P ADP | SA8295P | QNN | 1.895 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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- | ResNet101Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.149 ms | 0 - 181 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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- | ResNet101Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.273 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | ResNet101Quantized | SA8775P ADP | SA8775P | TFLITE | 1.449 ms | 0 - 44 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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- | ResNet101Quantized | SA8775P ADP | SA8775P | QNN | 1.568 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | ResNet101Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 4.464 ms | 0 - 74 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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- | ResNet101Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 6.183 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
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- | ResNet101Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 17.713 ms | 0 - 2 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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- | ResNet101Quantized | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 15.97 ms | 0 - 42 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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- | ResNet101Quantized | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 16.393 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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- | ResNet101Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.149 ms | 0 - 186 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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- | ResNet101Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.275 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | ResNet101Quantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.449 ms | 0 - 44 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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- | ResNet101Quantized | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.568 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | ResNet101Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.376 ms | 0 - 89 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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- | ResNet101Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.492 ms | 0 - 76 MB | INT8 | NPU | Use Export Script |
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- | ResNet101Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.242 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | ResNet101Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.703 ms | 46 - 46 MB | INT8 | NPU | [ResNet101Quantized.onnx](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.onnx) |
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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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+ | ResNet101Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.154 ms | 0 - 185 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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+ | ResNet101Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.255 ms | 0 - 2 MB | INT8 | NPU | [ResNet101Quantized.so](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.so) |
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+ | ResNet101Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 40.919 ms | 0 - 208 MB | INT8 | NPU | [ResNet101Quantized.onnx](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.onnx) |
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+ | ResNet101Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.885 ms | 0 - 90 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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+ | ResNet101Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.971 ms | 0 - 21 MB | INT8 | NPU | [ResNet101Quantized.so](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.so) |
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+ | ResNet101Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 32.577 ms | 10 - 629 MB | INT8 | NPU | [ResNet101Quantized.onnx](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.onnx) |
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+ | ResNet101Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.798 ms | 0 - 49 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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+ | ResNet101Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.893 ms | 0 - 45 MB | INT8 | NPU | Use Export Script |
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+ | ResNet101Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 28.348 ms | 12 - 596 MB | INT8 | NPU | [ResNet101Quantized.onnx](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.onnx) |
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+ | ResNet101Quantized | SA7255P ADP | SA7255P | TFLITE | 16.139 ms | 0 - 43 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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+ | ResNet101Quantized | SA7255P ADP | SA7255P | QNN | 16.606 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | ResNet101Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.148 ms | 0 - 193 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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+ | ResNet101Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.274 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | ResNet101Quantized | SA8295P ADP | SA8295P | TFLITE | 1.822 ms | 0 - 45 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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+ | ResNet101Quantized | SA8295P ADP | SA8295P | QNN | 1.896 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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+ | ResNet101Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.153 ms | 0 - 186 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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+ | ResNet101Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.272 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | ResNet101Quantized | SA8775P ADP | SA8775P | TFLITE | 1.436 ms | 0 - 43 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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+ | ResNet101Quantized | SA8775P ADP | SA8775P | QNN | 1.583 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | ResNet101Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 4.482 ms | 0 - 76 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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+ | ResNet101Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 6.281 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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+ | ResNet101Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 17.539 ms | 0 - 2 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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+ | ResNet101Quantized | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 16.139 ms | 0 - 43 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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+ | ResNet101Quantized | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 16.606 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | ResNet101Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.146 ms | 0 - 188 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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+ | ResNet101Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.264 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | ResNet101Quantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.436 ms | 0 - 43 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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+ | ResNet101Quantized | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.583 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | ResNet101Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.56 ms | 0 - 90 MB | INT8 | NPU | [ResNet101Quantized.tflite](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.tflite) |
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+ | ResNet101Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.641 ms | 0 - 80 MB | INT8 | NPU | Use Export Script |
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+ | ResNet101Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.24 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | ResNet101Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 38.486 ms | 54 - 54 MB | INT8 | NPU | [ResNet101Quantized.onnx](https://huggingface.co/qualcomm/ResNet101Quantized/blob/main/ResNet101Quantized.onnx) |
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