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SESR-M5-Quantized

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@@ -35,30 +35,32 @@ 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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- | SESR-M5-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.339 ms | 0 - 1 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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- | SESR-M5-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.973 ms | 0 - 73 MB | INT8 | NPU | [SESR-M5-Quantized.so](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.so) |
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- | SESR-M5-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.083 ms | 0 - 2 MB | INT8 | NPU | [SESR-M5-Quantized.onnx](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.onnx) |
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- | SESR-M5-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.109 ms | 0 - 26 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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- | SESR-M5-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.714 ms | 0 - 14 MB | INT8 | NPU | [SESR-M5-Quantized.so](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.so) |
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- | SESR-M5-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.821 ms | 0 - 30 MB | INT8 | NPU | [SESR-M5-Quantized.onnx](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.onnx) |
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- | SESR-M5-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 3.597 ms | 0 - 19 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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- | SESR-M5-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 2.908 ms | 0 - 7 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 19.669 ms | 2 - 4 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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- | SESR-M5-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.338 ms | 2 - 49 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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- | SESR-M5-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.684 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.344 ms | 0 - 8 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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- | SESR-M5-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.684 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 1.342 ms | 0 - 2 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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- | SESR-M5-Quantized | SA8775 (Proxy) | SA8775P Proxy | QNN | 0.686 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.351 ms | 0 - 2 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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- | SESR-M5-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.687 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.985 ms | 2 - 28 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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- | SESR-M5-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.106 ms | 0 - 16 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.351 ms | 0 - 17 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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- | SESR-M5-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.599 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.592 ms | 0 - 20 MB | INT8 | NPU | [SESR-M5-Quantized.onnx](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.onnx) |
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- | SESR-M5-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.798 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.201 ms | 3 - 3 MB | INT8 | NPU | [SESR-M5-Quantized.onnx](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.onnx) |
 
 
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@@ -123,8 +125,8 @@ Profiling Results
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  SESR-M5-Quantized
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 1.3
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- Estimated peak memory usage (MB): [0, 1]
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  Total # Ops : 27
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  Compute Unit(s) : NPU (24 ops) CPU (3 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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+ | SESR-M5-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.356 ms | 0 - 8 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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+ | SESR-M5-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.975 ms | 0 - 10 MB | INT8 | NPU | [SESR-M5-Quantized.so](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.so) |
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+ | SESR-M5-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.07 ms | 0 - 2 MB | INT8 | NPU | [SESR-M5-Quantized.onnx](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.onnx) |
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+ | SESR-M5-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.128 ms | 0 - 25 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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+ | SESR-M5-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.71 ms | 0 - 13 MB | INT8 | NPU | [SESR-M5-Quantized.so](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.so) |
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+ | SESR-M5-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.803 ms | 0 - 29 MB | INT8 | NPU | [SESR-M5-Quantized.onnx](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.onnx) |
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+ | SESR-M5-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.022 ms | 0 - 17 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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+ | SESR-M5-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.747 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.74 ms | 0 - 20 MB | INT8 | NPU | [SESR-M5-Quantized.onnx](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.onnx) |
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+ | SESR-M5-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 4.893 ms | 2 - 19 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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+ | SESR-M5-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 3.09 ms | 0 - 7 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 20.563 ms | 2 - 10 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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+ | SESR-M5-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.353 ms | 0 - 73 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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+ | SESR-M5-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.682 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.328 ms | 0 - 2 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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+ | SESR-M5-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.685 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 1.442 ms | 2 - 5 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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+ | SESR-M5-Quantized | SA8775 (Proxy) | SA8775P Proxy | QNN | 0.689 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.353 ms | 0 - 3 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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+ | SESR-M5-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.692 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | SA8295P ADP | SA8295P | TFLITE | 2.467 ms | 0 - 17 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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+ | SESR-M5-Quantized | SA8295P ADP | SA8295P | QNN | 1.515 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.842 ms | 0 - 25 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.tflite) |
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+ | SESR-M5-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.112 ms | 0 - 15 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.801 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.224 ms | 3 - 3 MB | INT8 | NPU | [SESR-M5-Quantized.onnx](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5-Quantized.onnx) |
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  SESR-M5-Quantized
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 1.4
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+ Estimated peak memory usage (MB): [0, 8]
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  Total # Ops : 27
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  Compute Unit(s) : NPU (24 ops) CPU (3 ops)
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  ```