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@@ -35,35 +35,35 @@ 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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- | ResNet18 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.417 ms | 0 - 210 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.272 ms | 1 - 3 MB | FP16 | NPU | [ResNet18.so](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.so) |
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- | ResNet18 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.357 ms | 0 - 66 MB | FP16 | NPU | [ResNet18.onnx](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.onnx) |
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- | ResNet18 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.998 ms | 0 - 43 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.9 ms | 1 - 21 MB | FP16 | NPU | [ResNet18.so](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.so) |
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- | ResNet18 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.947 ms | 0 - 24 MB | FP16 | NPU | [ResNet18.onnx](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.onnx) |
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- | ResNet18 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.787 ms | 0 - 17 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.887 ms | 1 - 17 MB | FP16 | NPU | Use Export Script |
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- | ResNet18 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.856 ms | 1 - 17 MB | FP16 | NPU | [ResNet18.onnx](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.onnx) |
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- | ResNet18 | SA7255P ADP | SA7255P | TFLITE | 40.614 ms | 0 - 15 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | SA7255P ADP | SA7255P | QNN | 41.063 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | ResNet18 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.425 ms | 0 - 210 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.268 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | ResNet18 | SA8295P ADP | SA8295P | TFLITE | 2.478 ms | 0 - 17 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | SA8295P ADP | SA8295P | QNN | 2.318 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | ResNet18 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.422 ms | 0 - 210 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.272 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | ResNet18 | SA8775P ADP | SA8775P | TFLITE | 2.68 ms | 0 - 15 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | SA8775P ADP | SA8775P | QNN | 2.352 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | ResNet18 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 40.614 ms | 0 - 15 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 41.063 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | ResNet18 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.424 ms | 0 - 210 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.27 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | ResNet18 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.68 ms | 0 - 15 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 2.352 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | ResNet18 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.038 ms | 0 - 43 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.024 ms | 1 - 24 MB | FP16 | NPU | Use Export Script |
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- | ResNet18 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.41 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | ResNet18 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.295 ms | 23 - 23 MB | FP16 | NPU | [ResNet18.onnx](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.onnx) |
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@@ -128,7 +128,7 @@ ResNet18
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.4
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- Estimated peak memory usage (MB): [0, 210]
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  Total # Ops : 38
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  Compute Unit(s) : NPU (38 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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+ | ResNet18 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.422 ms | 0 - 208 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.273 ms | 1 - 3 MB | FP16 | NPU | [ResNet18.so](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.so) |
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+ | ResNet18 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.178 ms | 0 - 76 MB | FP16 | NPU | [ResNet18.onnx](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.onnx) |
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+ | ResNet18 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.999 ms | 0 - 41 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.914 ms | 0 - 18 MB | FP16 | NPU | [ResNet18.so](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.so) |
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+ | ResNet18 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.838 ms | 0 - 23 MB | FP16 | NPU | [ResNet18.onnx](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.onnx) |
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+ | ResNet18 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.772 ms | 0 - 21 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.885 ms | 1 - 18 MB | FP16 | NPU | Use Export Script |
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+ | ResNet18 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.712 ms | 1 - 18 MB | FP16 | NPU | [ResNet18.onnx](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.onnx) |
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+ | ResNet18 | SA7255P ADP | SA7255P | TFLITE | 40.596 ms | 0 - 15 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | SA7255P ADP | SA7255P | QNN | 41.057 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ResNet18 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.423 ms | 0 - 206 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.275 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ResNet18 | SA8295P ADP | SA8295P | TFLITE | 2.511 ms | 0 - 17 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | SA8295P ADP | SA8295P | QNN | 2.314 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | ResNet18 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.422 ms | 0 - 213 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.275 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ResNet18 | SA8775P ADP | SA8775P | TFLITE | 2.649 ms | 0 - 15 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | SA8775P ADP | SA8775P | QNN | 2.369 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | ResNet18 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 40.596 ms | 0 - 15 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 41.057 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ResNet18 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.418 ms | 0 - 210 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.274 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ResNet18 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.649 ms | 0 - 15 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 2.369 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | ResNet18 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.051 ms | 0 - 44 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.986 ms | 1 - 23 MB | FP16 | NPU | Use Export Script |
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+ | ResNet18 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.399 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | ResNet18 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.312 ms | 23 - 23 MB | FP16 | NPU | [ResNet18.onnx](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.4
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+ Estimated peak memory usage (MB): [0, 208]
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  Total # Ops : 38
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  Compute Unit(s) : NPU (38 ops)
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  ```