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SESR-M5-Quantized

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@@ -1,10 +1,10 @@
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  ---
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  library_name: pytorch
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  license: other
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- pipeline_tag: image-to-image
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  tags:
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  - quantized
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  - android
 
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  ---
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@@ -35,34 +35,38 @@ 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 | 1.362 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 | 0.973 ms | 0 - 11 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 | 1.062 ms | 0 - 9 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 | 1.11 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 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.706 ms | 0 - 23 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 | 0.77 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 | 1.664 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.728 ms | 0 - 19 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.729 ms | 0 - 21 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 | 3.647 ms | 2 - 18 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 | 2.992 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 22.895 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 | 1.389 ms | 1 - 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 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.688 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | SA7255P ADP | SA7255P | TFLITE | 12.772 ms | 2 - 13 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 | SA7255P ADP | SA7255P | QNN | 10.859 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.59 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 | 0.695 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | SA8295P ADP | SA8295P | TFLITE | 2.556 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 | SA8295P ADP | SA8295P | QNN | 1.765 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.422 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 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.691 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | SA8775P ADP | SA8775P | TFLITE | 2.474 ms | 1 - 12 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 | SA8775P ADP | SA8775P | QNN | 1.309 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 3.557 ms | 2 - 22 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 | 1.127 ms | 0 - 17 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.804 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.222 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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@@ -127,7 +131,7 @@ 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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  ```
 
1
  ---
2
  library_name: pytorch
3
  license: other
 
4
  tags:
5
  - quantized
6
  - android
7
+ pipeline_tag: image-to-image
8
 
9
  ---
10
 
 
35
 
36
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | SESR-M5-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.358 ms | 0 - 7 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 | 0.694 ms | 0 - 2 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 | 1.06 ms | 0 - 9 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 - 24 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 | 0.511 ms | 0 - 15 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 | 0.772 ms | 0 - 23 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 | 1.606 ms | 0 - 18 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 | 0.723 ms | 0 - 19 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.718 ms | 2 - 22 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 | SA7255P ADP | SA7255P | TFLITE | 14.688 ms | 2 - 12 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 | SA7255P ADP | SA7255P | QNN | 10.887 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.369 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 | 0.693 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | SA8295P ADP | SA8295P | TFLITE | 2.498 ms | 0 - 12 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 | 1.705 ms | 0 - 13 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.337 ms | 1 - 9 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 | 0.697 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | SA8775P ADP | SA8775P | TFLITE | 2.525 ms | 1 - 12 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 | SA8775P ADP | SA8775P | QNN | 1.289 ms | 0 - 7 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 3.664 ms | 2 - 18 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 | 3.055 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 24.363 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 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 14.688 ms | 2 - 12 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 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 10.887 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.355 ms | 0 - 7 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 | 0.69 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.525 ms | 1 - 12 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 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.289 ms | 0 - 7 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.778 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 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.108 ms | 0 - 19 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.802 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.206 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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  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, 7]
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  Total # Ops : 27
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  Compute Unit(s) : NPU (24 ops) CPU (3 ops)
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  ```