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v0.34.0

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See https://github.com/quic/ai-hub-models/releases/v0.34.0 for changelog.

Files changed (11) hide show
  1. README.md +46 -55
  2. SESR-M5.tflite +2 -2
  3. SESR-M5_w8a8.dlc +2 -2
  4. SESR-M5_w8a8.onnx.zip +2 -2
  5. SESR-M5_w8a8.tflite +2 -2
  6. precompiled/qualcomm-qcs6490-proxy/SESR-M5_w8a8.bin +2 -2
  7. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +3 -0
  8. precompiled/qualcomm-snapdragon-x-elite/SESR-M5.onnx.zip +1 -1
  9. precompiled/qualcomm-snapdragon-x-elite/SESR-M5_w8a8.bin +1 -1
  10. precompiled/qualcomm-snapdragon-x-elite/SESR-M5_w8a8.onnx.zip +2 -2
  11. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
README.md CHANGED
@@ -23,6 +23,7 @@ More details on model performance across various devices, can be found
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  [here](https://aihub.qualcomm.com/models/sesr_m5).
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  ### Model Details
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  - **Model Type:** Model_use_case.super_resolution
@@ -35,67 +36,67 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | SESR-M5 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 12.601 ms | 6 - 18 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
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  | SESR-M5 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 10.474 ms | 0 - 12 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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- | SESR-M5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.267 ms | 0 - 21 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
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  | SESR-M5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.799 ms | 0 - 27 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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- | SESR-M5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.22 ms | 0 - 7 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
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  | SESR-M5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.948 ms | 0 - 5 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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- | SESR-M5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.767 ms | 0 - 14 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
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  | SESR-M5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.126 ms | 0 - 14 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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- | SESR-M5 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 12.601 ms | 6 - 18 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
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  | SESR-M5 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 10.474 ms | 0 - 12 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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- | SESR-M5 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.181 ms | 0 - 6 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
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  | SESR-M5 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.974 ms | 0 - 6 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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- | SESR-M5 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 5.541 ms | 0 - 22 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
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  | SESR-M5 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.32 ms | 0 - 18 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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- | SESR-M5 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.216 ms | 0 - 7 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
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  | SESR-M5 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.977 ms | 0 - 6 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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- | SESR-M5 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.767 ms | 0 - 14 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
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  | SESR-M5 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.126 ms | 0 - 14 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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- | SESR-M5 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.325 ms | 0 - 7 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
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  | SESR-M5 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.967 ms | 0 - 6 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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  | SESR-M5 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.629 ms | 0 - 4 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.onnx) |
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- | SESR-M5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.388 ms | 0 - 26 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
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  | SESR-M5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.261 ms | 0 - 22 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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  | SESR-M5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.605 ms | 0 - 29 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.onnx) |
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- | SESR-M5 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.765 ms | 0 - 18 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
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  | SESR-M5 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.304 ms | 0 - 20 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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  | SESR-M5 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.411 ms | 6 - 30 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.onnx) |
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  | SESR-M5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.192 ms | 0 - 0 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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  | SESR-M5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.552 ms | 8 - 8 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.onnx) |
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- | SESR-M5 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.691 ms | 2 - 14 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
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- | SESR-M5 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.019 ms | 0 - 13 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
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- | SESR-M5 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.696 ms | 0 - 22 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
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- | SESR-M5 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.956 ms | 0 - 23 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
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- | SESR-M5 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.331 ms | 0 - 6 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
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- | SESR-M5 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.646 ms | 0 - 9 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
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- | SESR-M5 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.085 ms | 1 - 14 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
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- | SESR-M5 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.895 ms | 0 - 12 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
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- | SESR-M5 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 5.395 ms | 0 - 16 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
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- | SESR-M5 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 3.12 ms | 0 - 16 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
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- | SESR-M5 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 23.455 ms | 2 - 4 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
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- | SESR-M5 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.691 ms | 2 - 14 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
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- | SESR-M5 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.019 ms | 0 - 13 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
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- | SESR-M5 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.348 ms | 0 - 6 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
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- | SESR-M5 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.647 ms | 0 - 9 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
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- | SESR-M5 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.905 ms | 0 - 19 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
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- | SESR-M5 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.425 ms | 0 - 16 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
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- | SESR-M5 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.226 ms | 1 - 7 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
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- | SESR-M5 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.654 ms | 0 - 9 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
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- | SESR-M5 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.085 ms | 1 - 14 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
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- | SESR-M5 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.895 ms | 0 - 12 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
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- | SESR-M5 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.388 ms | 0 - 6 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
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- | SESR-M5 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.662 ms | 0 - 9 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
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- | SESR-M5 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.965 ms | 0 - 8 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.onnx) |
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- | SESR-M5 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.121 ms | 0 - 24 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
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- | SESR-M5 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.471 ms | 0 - 24 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
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- | SESR-M5 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.675 ms | 0 - 26 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.onnx) |
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- | SESR-M5 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.645 ms | 0 - 22 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
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- | SESR-M5 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.473 ms | 0 - 21 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
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- | SESR-M5 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.739 ms | 0 - 19 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.onnx) |
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- | SESR-M5 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.913 ms | 1 - 1 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
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- | SESR-M5 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.054 ms | 3 - 3 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.onnx) |
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@@ -153,17 +154,7 @@ device. This script does the following:
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  ```bash
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  python -m qai_hub_models.models.sesr_m5.export
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  ```
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- ```
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- Profiling Results
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- ------------------------------------------------------------
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- SESR-M5
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- Device : cs_8275 (ANDROID 14)
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- Runtime : TFLITE
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- Estimated inference time (ms) : 12.6
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- Estimated peak memory usage (MB): [6, 18]
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- Total # Ops : 25
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- Compute Unit(s) : npu (22 ops) gpu (0 ops) cpu (3 ops)
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- ```
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169
  ## How does this work?
 
23
  [here](https://aihub.qualcomm.com/models/sesr_m5).
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+
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  ### Model Details
28
 
29
  - **Model Type:** Model_use_case.super_resolution
 
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37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | SESR-M5 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 11.414 ms | 3 - 19 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
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  | SESR-M5 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 10.474 ms | 0 - 12 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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+ | SESR-M5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.146 ms | 0 - 33 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
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  | SESR-M5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.799 ms | 0 - 27 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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+ | SESR-M5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.346 ms | 0 - 8 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
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  | SESR-M5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.948 ms | 0 - 5 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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+ | SESR-M5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.597 ms | 0 - 18 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
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  | SESR-M5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.126 ms | 0 - 14 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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+ | SESR-M5 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 11.414 ms | 3 - 19 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
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  | SESR-M5 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 10.474 ms | 0 - 12 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
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+ | SESR-M5 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.35 ms | 0 - 7 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
50
  | SESR-M5 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.974 ms | 0 - 6 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
51
+ | SESR-M5 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.975 ms | 0 - 19 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
52
  | SESR-M5 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.32 ms | 0 - 18 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
53
+ | SESR-M5 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.365 ms | 0 - 7 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
54
  | SESR-M5 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.977 ms | 0 - 6 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
55
+ | SESR-M5 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.597 ms | 0 - 18 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
56
  | SESR-M5 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.126 ms | 0 - 14 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
57
+ | SESR-M5 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.385 ms | 0 - 7 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
58
  | SESR-M5 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.967 ms | 0 - 6 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
59
  | SESR-M5 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.629 ms | 0 - 4 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.onnx) |
60
+ | SESR-M5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.57 ms | 0 - 28 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
61
  | SESR-M5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.261 ms | 0 - 22 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
62
  | SESR-M5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.605 ms | 0 - 29 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.onnx) |
63
+ | SESR-M5 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.544 ms | 0 - 23 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.tflite) |
64
  | SESR-M5 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.304 ms | 0 - 20 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
65
  | SESR-M5 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.411 ms | 6 - 30 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.onnx) |
66
  | SESR-M5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.192 ms | 0 - 0 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.dlc) |
67
  | SESR-M5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.552 ms | 8 - 8 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5.onnx) |
68
+ | SESR-M5 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.442 ms | 0 - 15 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
69
+ | SESR-M5 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.918 ms | 0 - 13 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
70
+ | SESR-M5 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.613 ms | 0 - 24 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
71
+ | SESR-M5 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.926 ms | 0 - 21 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
72
+ | SESR-M5 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.458 ms | 0 - 7 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
73
+ | SESR-M5 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.621 ms | 0 - 9 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
74
+ | SESR-M5 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.727 ms | 0 - 16 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
75
+ | SESR-M5 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.846 ms | 0 - 16 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
76
+ | SESR-M5 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 5.565 ms | 1 - 23 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
77
+ | SESR-M5 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 3.04 ms | 0 - 18 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
78
+ | SESR-M5 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 21.514 ms | 2 - 4 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
79
+ | SESR-M5 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.442 ms | 0 - 15 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
80
+ | SESR-M5 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.918 ms | 0 - 13 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
81
+ | SESR-M5 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.461 ms | 0 - 8 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
82
+ | SESR-M5 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.634 ms | 0 - 10 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
83
+ | SESR-M5 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.331 ms | 0 - 24 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
84
+ | SESR-M5 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.392 ms | 0 - 23 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
85
+ | SESR-M5 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.466 ms | 0 - 7 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
86
+ | SESR-M5 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.636 ms | 0 - 10 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
87
+ | SESR-M5 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.727 ms | 0 - 16 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
88
+ | SESR-M5 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.846 ms | 0 - 16 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
89
+ | SESR-M5 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.465 ms | 0 - 7 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
90
+ | SESR-M5 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.65 ms | 0 - 9 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
91
+ | SESR-M5 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.956 ms | 0 - 8 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.onnx) |
92
+ | SESR-M5 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.999 ms | 0 - 26 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
93
+ | SESR-M5 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.442 ms | 0 - 26 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
94
+ | SESR-M5 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.628 ms | 0 - 26 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.onnx) |
95
+ | SESR-M5 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.932 ms | 2 - 19 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
96
+ | SESR-M5 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.47 ms | 0 - 16 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
97
+ | SESR-M5 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.705 ms | 0 - 24 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.onnx) |
98
+ | SESR-M5 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.905 ms | 2 - 2 MB | NPU | [SESR-M5.dlc](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.dlc) |
99
+ | SESR-M5 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.999 ms | 3 - 3 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.onnx) |
100
 
101
 
102
 
 
154
  ```bash
155
  python -m qai_hub_models.models.sesr_m5.export
156
  ```
157
+
 
 
 
 
 
 
 
 
 
 
158
 
159
 
160
  ## How does this work?
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