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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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- | ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.273 ms | 0 - 348 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.185 ms | 1 - 3 MB | FP16 | NPU | [ResNet50.so](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.so) |
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- | ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.289 ms | 0 - 167 MB | FP16 | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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- | ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.617 ms | 0 - 75 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.604 ms | 0 - 20 MB | FP16 | NPU | [ResNet50.so](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.so) |
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- | ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.639 ms | 0 - 37 MB | FP16 | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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- | ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.506 ms | 0 - 59 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.519 ms | 1 - 30 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.614 ms | 1 - 31 MB | FP16 | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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- | ResNet50 | SA7255P ADP | SA7255P | TFLITE | 76.235 ms | 0 - 56 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | SA7255P ADP | SA7255P | QNN | 77.135 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.263 ms | 0 - 352 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.188 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | SA8295P ADP | SA8295P | TFLITE | 3.724 ms | 0 - 55 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | SA8295P ADP | SA8295P | QNN | 3.607 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.256 ms | 0 - 347 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.186 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | SA8775P ADP | SA8775P | TFLITE | 4.124 ms | 0 - 56 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | SA8775P ADP | SA8775P | QNN | 3.958 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 76.235 ms | 0 - 56 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 77.135 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.26 ms | 0 - 353 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.19 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 4.124 ms | 0 - 56 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.958 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 3.151 ms | 0 - 75 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.171 ms | 1 - 31 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.274 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.198 ms | 50 - 50 MB | FP16 | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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@@ -128,7 +128,7 @@ ResNet50
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 2.3
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- Estimated peak memory usage (MB): [0, 348]
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  Total # Ops : 79
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  Compute Unit(s) : NPU (79 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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+ | ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.259 ms | 0 - 340 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.19 ms | 1 - 3 MB | FP16 | NPU | [ResNet50.so](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.so) |
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+ | ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.15 ms | 0 - 156 MB | FP16 | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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+ | ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.638 ms | 0 - 76 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.61 ms | 1 - 19 MB | FP16 | NPU | [ResNet50.so](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.so) |
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+ | ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.601 ms | 0 - 39 MB | FP16 | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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+ | ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.509 ms | 0 - 60 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.522 ms | 1 - 30 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.533 ms | 1 - 31 MB | FP16 | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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+ | ResNet50 | SA7255P ADP | SA7255P | TFLITE | 76.229 ms | 0 - 56 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | SA7255P ADP | SA7255P | QNN | 77.142 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.262 ms | 0 - 351 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.191 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | SA8295P ADP | SA8295P | TFLITE | 3.726 ms | 0 - 55 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | SA8295P ADP | SA8295P | QNN | 3.61 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.258 ms | 0 - 341 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.181 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | SA8775P ADP | SA8775P | TFLITE | 4.113 ms | 0 - 57 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | SA8775P ADP | SA8775P | QNN | 3.961 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 76.229 ms | 0 - 56 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 77.142 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.259 ms | 0 - 346 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.184 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 4.113 ms | 0 - 57 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.961 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 3.154 ms | 0 - 75 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.155 ms | 0 - 27 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.276 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.196 ms | 49 - 49 MB | FP16 | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 2.3
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+ Estimated peak memory usage (MB): [0, 340]
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  Total # Ops : 79
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  Compute Unit(s) : NPU (79 ops)
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  ```