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RegNet

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@@ -35,31 +35,31 @@ 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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- | RegNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.054 ms | 0 - 112 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.113 ms | 0 - 80 MB | FP16 | NPU | [RegNet.so](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.so) |
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- | RegNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.185 ms | 0 - 43 MB | FP16 | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
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- | RegNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.405 ms | 0 - 27 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.527 ms | 0 - 28 MB | FP16 | NPU | [RegNet.so](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.so) |
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- | RegNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.605 ms | 0 - 145 MB | FP16 | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
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- | RegNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.388 ms | 0 - 28 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.233 ms | 1 - 28 MB | FP16 | NPU | Use Export Script |
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- | RegNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.312 ms | 0 - 74 MB | FP16 | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
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- | RegNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.023 ms | 0 - 122 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.024 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | RegNet | SA7255P ADP | SA7255P | TFLITE | 69.226 ms | 0 - 27 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | SA7255P ADP | SA7255P | QNN | 69.73 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | RegNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.076 ms | 0 - 112 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.04 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | RegNet | SA8295P ADP | SA8295P | TFLITE | 3.547 ms | 0 - 22 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | SA8295P ADP | SA8295P | QNN | 3.715 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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- | RegNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.048 ms | 0 - 112 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.017 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | RegNet | SA8775P ADP | SA8775P | TFLITE | 3.959 ms | 0 - 26 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | SA8775P ADP | SA8775P | QNN | 4.12 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | RegNet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.835 ms | 0 - 24 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.95 ms | 1 - 24 MB | FP16 | NPU | Use Export Script |
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- | RegNet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.226 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | RegNet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.204 ms | 40 - 40 MB | FP16 | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
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@@ -124,7 +124,7 @@ RegNet
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 2.1
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- Estimated peak memory usage (MB): [0, 112]
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  Total # Ops : 114
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  Compute Unit(s) : NPU (114 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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+ | RegNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.06 ms | 0 - 122 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.126 ms | 1 - 80 MB | FP16 | NPU | [RegNet.so](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.so) |
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+ | RegNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.17 ms | 0 - 2 MB | FP16 | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
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+ | RegNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.396 ms | 0 - 31 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.474 ms | 1 - 31 MB | FP16 | NPU | [RegNet.so](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.so) |
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+ | RegNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.572 ms | 0 - 147 MB | FP16 | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
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+ | RegNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.387 ms | 0 - 32 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.479 ms | 0 - 30 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.553 ms | 0 - 75 MB | FP16 | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
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+ | RegNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.035 ms | 0 - 112 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.023 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | SA7255P ADP | SA7255P | TFLITE | 69.247 ms | 0 - 27 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | SA7255P ADP | SA7255P | QNN | 69.713 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.026 ms | 0 - 102 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.041 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | SA8295P ADP | SA8295P | TFLITE | 3.551 ms | 0 - 26 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | SA8295P ADP | SA8295P | QNN | 3.538 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.044 ms | 0 - 102 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.028 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | SA8775P ADP | SA8775P | TFLITE | 3.942 ms | 0 - 28 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | SA8775P ADP | SA8775P | QNN | 4.135 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.808 ms | 0 - 25 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.959 ms | 1 - 25 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.213 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.227 ms | 41 - 41 MB | FP16 | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 2.1
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+ Estimated peak memory usage (MB): [0, 122]
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  Total # Ops : 114
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  Compute Unit(s) : NPU (114 ops)
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  ```