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ResNet-3D

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@@ -35,22 +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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- | ResNet-3D | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 20.237 ms | 3 - 903 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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- | ResNet-3D | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 14.888 ms | 0 - 134 MB | FP16 | NPU | [ResNet-3D.onnx](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.onnx) |
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- | ResNet-3D | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 16.473 ms | 27 - 70 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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- | ResNet-3D | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 11.141 ms | 3 - 62 MB | FP16 | NPU | [ResNet-3D.onnx](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.onnx) |
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- | ResNet-3D | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 13.533 ms | 27 - 59 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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- | ResNet-3D | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 10.573 ms | 7 - 52 MB | FP16 | NPU | [ResNet-3D.onnx](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.onnx) |
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- | ResNet-3D | SA7255P ADP | SA7255P | TFLITE | 728.902 ms | 29 - 55 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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- | ResNet-3D | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 20.944 ms | 1 - 849 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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- | ResNet-3D | SA8295P ADP | SA8295P | TFLITE | 38.895 ms | 29 - 55 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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- | ResNet-3D | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 20.582 ms | 1 - 815 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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- | ResNet-3D | SA8775P ADP | SA8775P | TFLITE | 41.104 ms | 29 - 56 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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- | ResNet-3D | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 728.902 ms | 29 - 55 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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- | ResNet-3D | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 20.586 ms | 1 - 840 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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- | ResNet-3D | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 41.104 ms | 29 - 56 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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- | ResNet-3D | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 34.324 ms | 29 - 72 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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- | ResNet-3D | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 15.251 ms | 64 - 64 MB | FP16 | NPU | [ResNet-3D.onnx](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
 
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@@ -114,10 +127,10 @@ Profiling Results
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  ResNet-3D
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 20.2
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- Estimated peak memory usage (MB): [3, 903]
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- Total # Ops : 55
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- Compute Unit(s) : NPU (50 ops) CPU (5 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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+ | ResNet-3D | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 22.447 ms | 0 - 857 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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+ | ResNet-3D | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 14.613 ms | 2 - 5 MB | FP16 | NPU | [ResNet-3D.so](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.so) |
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+ | ResNet-3D | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 14.958 ms | 0 - 152 MB | FP16 | NPU | [ResNet-3D.onnx](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.onnx) |
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+ | ResNet-3D | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 15.989 ms | 28 - 71 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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+ | ResNet-3D | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 10.531 ms | 2 - 21 MB | FP16 | NPU | [ResNet-3D.so](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.so) |
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+ | ResNet-3D | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 11.32 ms | 2 - 54 MB | FP16 | NPU | [ResNet-3D.onnx](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.onnx) |
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+ | ResNet-3D | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 17.31 ms | 27 - 59 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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+ | ResNet-3D | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 10.868 ms | 2 - 48 MB | FP16 | NPU | Use Export Script |
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+ | ResNet-3D | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 9.195 ms | 2 - 44 MB | FP16 | NPU | [ResNet-3D.onnx](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.onnx) |
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+ | ResNet-3D | SA7255P ADP | SA7255P | TFLITE | 729.757 ms | 29 - 56 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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+ | ResNet-3D | SA7255P ADP | SA7255P | QNN | 709.393 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ResNet-3D | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 21.989 ms | 6 - 834 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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+ | ResNet-3D | SA8255 (Proxy) | SA8255P Proxy | QNN | 14.559 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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+ | ResNet-3D | SA8295P ADP | SA8295P | TFLITE | 42.046 ms | 29 - 55 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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+ | ResNet-3D | SA8295P ADP | SA8295P | QNN | 27.384 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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+ | ResNet-3D | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 21.761 ms | 2 - 857 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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+ | ResNet-3D | SA8650 (Proxy) | SA8650P Proxy | QNN | 14.536 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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+ | ResNet-3D | SA8775P ADP | SA8775P | TFLITE | 43.02 ms | 29 - 55 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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+ | ResNet-3D | SA8775P ADP | SA8775P | QNN | 31.136 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ResNet-3D | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 729.757 ms | 29 - 56 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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+ | ResNet-3D | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 709.393 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ResNet-3D | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 22.145 ms | 3 - 904 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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+ | ResNet-3D | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 14.484 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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+ | ResNet-3D | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 43.02 ms | 29 - 55 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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+ | ResNet-3D | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 31.136 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ResNet-3D | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 39.154 ms | 29 - 72 MB | FP16 | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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+ | ResNet-3D | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 24.758 ms | 2 - 52 MB | FP16 | NPU | Use Export Script |
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+ | ResNet-3D | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 15.025 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
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+ | ResNet-3D | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 15.219 ms | 64 - 64 MB | FP16 | NPU | [ResNet-3D.onnx](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.onnx) |
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  ResNet-3D
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 22.4
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+ Estimated peak memory usage (MB): [0, 857]
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+ Total # Ops : 57
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+ Compute Unit(s) : NPU (53 ops) CPU (4 ops)
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  ```
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