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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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- | RegNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.998 ms | 0 - 13 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 | 1.968 ms | 1 - 12 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 | 1.993 ms | 0 - 72 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 | 1.401 ms | 0 - 77 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 | 1.416 ms | 0 - 19 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 | 1.441 ms | 0 - 54 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 | 1.352 ms | 0 - 68 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 | 1.128 ms | 1 - 45 MB | FP16 | NPU | Use Export Script |
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- | RegNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.134 ms | 1 - 46 MB | FP16 | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
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- | RegNet | SA7255P ADP | SA7255P | TFLITE | 69.071 ms | 0 - 65 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | SA7255P ADP | SA7255P | QNN | 69.352 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | RegNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.008 ms | 0 - 148 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.962 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | RegNet | SA8295P ADP | SA8295P | TFLITE | 3.501 ms | 0 - 63 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | SA8295P ADP | SA8295P | QNN | 3.369 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | RegNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.028 ms | 0 - 158 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.97 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | RegNet | SA8775P ADP | SA8775P | TFLITE | 3.875 ms | 0 - 65 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | SA8775P ADP | SA8775P | QNN | 3.82 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | RegNet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 69.071 ms | 0 - 65 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 69.352 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | RegNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.002 ms | 0 - 136 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.949 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | RegNet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 3.875 ms | 0 - 65 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.82 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | RegNet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.981 ms | 0 - 76 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.926 ms | 1 - 49 MB | FP16 | NPU | Use Export Script |
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- | RegNet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.147 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | RegNet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.103 ms | 39 - 39 MB | FP16 | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
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@@ -128,7 +128,7 @@ RegNet
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 2.0
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- Estimated peak memory usage (MB): [0, 13]
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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 | 1.99 ms | 0 - 22 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 | 2.033 ms | 0 - 12 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 | 1.995 ms | 0 - 70 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 | 1.417 ms | 0 - 79 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 | 1.415 ms | 1 - 53 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 | 1.424 ms | 0 - 53 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 | 1.351 ms | 0 - 68 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 | 1.333 ms | 1 - 45 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.137 ms | 1 - 46 MB | FP16 | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
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+ | RegNet | SA7255P ADP | SA7255P | TFLITE | 69.102 ms | 0 - 65 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | SA7255P ADP | SA7255P | QNN | 69.31 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.042 ms | 0 - 18 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.966 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | SA8295P ADP | SA8295P | TFLITE | 3.517 ms | 0 - 63 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | SA8295P ADP | SA8295P | QNN | 3.351 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.027 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 | 1.957 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | SA8775P ADP | SA8775P | TFLITE | 3.89 ms | 0 - 65 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | SA8775P ADP | SA8775P | QNN | 3.807 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 69.102 ms | 0 - 65 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 69.31 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.998 ms | 0 - 142 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.951 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 3.89 ms | 0 - 65 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.807 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.953 ms | 0 - 76 MB | FP16 | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.939 ms | 1 - 48 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.153 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | RegNet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.99 ms | 39 - 39 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) : 2.0
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+ Estimated peak memory usage (MB): [0, 22]
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  Total # Ops : 114
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  Compute Unit(s) : NPU (114 ops)
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  ```