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README.md
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@@ -35,20 +35,22 @@ 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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| ResNet-3D | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 20.
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| ResNet-3D | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX |
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| ResNet-3D | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE |
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| ResNet-3D | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX |
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| ResNet-3D | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE |
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| ResNet-3D | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 10.
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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.
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Estimated peak memory usage (MB): [
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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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| 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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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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