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ResNet101

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android
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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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- | ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 3.359 ms | 0 - 407 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 3.325 ms | 1 - 3 MB | FP16 | NPU | [ResNet101.so](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.so) |
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- | ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 3.561 ms | 0 - 206 MB | FP16 | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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- | ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 2.435 ms | 0 - 115 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 2.393 ms | 1 - 20 MB | FP16 | NPU | [ResNet101.so](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.so) |
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- | ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 2.549 ms | 0 - 44 MB | FP16 | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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- | ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 2.297 ms | 0 - 92 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.99 ms | 0 - 38 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 2.45 ms | 1 - 39 MB | FP16 | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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- | ResNet101 | SA7255P ADP | SA7255P | TFLITE | 135.256 ms | 0 - 87 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | SA7255P ADP | SA7255P | QNN | 136.218 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 3.383 ms | 0 - 250 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | SA8255 (Proxy) | SA8255P Proxy | QNN | 3.303 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | SA8295P ADP | SA8295P | TFLITE | 5.654 ms | 0 - 79 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | SA8295P ADP | SA8295P | QNN | 5.528 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 3.365 ms | 0 - 386 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | SA8650 (Proxy) | SA8650P Proxy | QNN | 3.295 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | SA8775P ADP | SA8775P | TFLITE | 6.597 ms | 0 - 86 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | SA8775P ADP | SA8775P | QNN | 6.431 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 135.256 ms | 0 - 87 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 136.218 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 3.336 ms | 0 - 178 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 3.288 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 6.597 ms | 0 - 86 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 6.431 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 4.707 ms | 0 - 110 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 4.727 ms | 1 - 29 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.438 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.421 ms | 86 - 86 MB | FP16 | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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@@ -128,7 +128,7 @@ ResNet101
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 3.4
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- Estimated peak memory usage (MB): [0, 407]
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  Total # Ops : 147
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  Compute Unit(s) : NPU (147 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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+ | ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 3.373 ms | 0 - 385 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 3.29 ms | 1 - 4 MB | FP16 | NPU | [ResNet101.so](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.so) |
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+ | ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 3.472 ms | 0 - 180 MB | FP16 | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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+ | ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 2.405 ms | 0 - 114 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 2.394 ms | 1 - 21 MB | FP16 | NPU | [ResNet101.so](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.so) |
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+ | ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 2.562 ms | 0 - 49 MB | FP16 | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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+ | ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 2.29 ms | 0 - 92 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 2.313 ms | 0 - 38 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 2.431 ms | 1 - 38 MB | FP16 | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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+ | ResNet101 | SA7255P ADP | SA7255P | TFLITE | 135.271 ms | 0 - 87 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | SA7255P ADP | SA7255P | QNN | 136.125 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 3.359 ms | 0 - 380 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | SA8255 (Proxy) | SA8255P Proxy | QNN | 3.308 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | SA8295P ADP | SA8295P | TFLITE | 5.651 ms | 0 - 79 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | SA8295P ADP | SA8295P | QNN | 5.49 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 3.347 ms | 0 - 254 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | SA8650 (Proxy) | SA8650P Proxy | QNN | 3.305 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | SA8775P ADP | SA8775P | TFLITE | 6.594 ms | 0 - 87 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | SA8775P ADP | SA8775P | QNN | 6.447 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 135.271 ms | 0 - 87 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 136.125 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 3.371 ms | 0 - 339 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 3.304 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 6.594 ms | 0 - 87 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 6.447 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 4.849 ms | 0 - 109 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 4.915 ms | 1 - 32 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.443 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.402 ms | 86 - 86 MB | FP16 | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 3.4
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+ Estimated peak memory usage (MB): [0, 385]
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  Total # Ops : 147
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  Compute Unit(s) : NPU (147 ops)
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  ```