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v0.30.5

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See https://github.com/quic/ai-hub-models/releases/v0.30.5 for changelog.

Files changed (3) hide show
  1. README.md +64 -64
  2. SESR-M5_w8a8.onnx +2 -2
  3. SESR-M5_w8a8.tflite +1 -1
README.md CHANGED
@@ -35,67 +35,67 @@ 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 | 11.776 ms | 6 - 17 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 | 10.533 ms | 0 - 10 MB | NPU | Use Export Script |
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- | SESR-M5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.717 ms | 6 - 35 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 | 2.993 ms | 0 - 21 MB | NPU | Use Export Script |
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- | SESR-M5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.24 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.966 ms | 0 - 4 MB | NPU | Use Export Script |
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- | SESR-M5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.737 ms | 0 - 15 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 | 3.139 ms | 0 - 15 MB | NPU | Use Export Script |
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- | SESR-M5 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 11.776 ms | 6 - 17 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 | 10.533 ms | 0 - 10 MB | NPU | Use Export Script |
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- | SESR-M5 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.305 ms | 6 - 11 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 | 1.99 ms | 0 - 2 MB | NPU | Use Export Script |
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- | SESR-M5 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.299 ms | 6 - 27 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 | 3.338 ms | 0 - 16 MB | NPU | Use Export Script |
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- | SESR-M5 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.271 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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.979 ms | 0 - 2 MB | NPU | Use Export Script |
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- | SESR-M5 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.737 ms | 0 - 15 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 | 3.139 ms | 0 - 15 MB | NPU | Use Export Script |
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- | SESR-M5 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.341 ms | 0 - 4 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 | 1.97 ms | 0 - 5 MB | NPU | Use Export Script |
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- | SESR-M5 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.598 ms | 0 - 7 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 | 1.565 ms | 0 - 25 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 | 1.277 ms | 0 - 28 MB | NPU | Use Export Script |
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- | SESR-M5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.624 ms | 0 - 23 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 | 2.265 ms | 0 - 16 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 | 1.307 ms | 0 - 21 MB | NPU | Use Export Script |
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- | SESR-M5 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.691 ms | 1 - 17 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 | 2.139 ms | 0 - 0 MB | NPU | Use Export Script |
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- | SESR-M5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.59 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 | 3.647 ms | 2 - 15 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 | 1.947 ms | 0 - 10 MB | NPU | Use Export Script |
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- | SESR-M5 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.094 ms | 2 - 29 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 | 1.026 ms | 0 - 29 MB | NPU | Use Export Script |
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- | SESR-M5 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.34 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 | 0.626 ms | 0 - 3 MB | NPU | Use Export Script |
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- | SESR-M5 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.059 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 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.858 ms | 0 - 14 MB | NPU | Use Export Script |
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- | SESR-M5 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.856 ms | 2 - 18 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 | 2.82 ms | 0 - 14 MB | NPU | Use Export Script |
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- | SESR-M5 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 21.329 ms | 2 - 9 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 | 3.647 ms | 2 - 15 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 | 1.947 ms | 0 - 10 MB | NPU | Use Export Script |
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- | SESR-M5 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.558 ms | 2 - 8 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 | 0.65 ms | 0 - 2 MB | NPU | Use Export Script |
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- | SESR-M5 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.006 ms | 2 - 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 | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.345 ms | 0 - 18 MB | NPU | Use Export Script |
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- | SESR-M5 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.34 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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.646 ms | 0 - 11 MB | NPU | Use Export Script |
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- | SESR-M5 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.059 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 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.858 ms | 0 - 14 MB | NPU | Use Export Script |
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- | SESR-M5 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.038 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 | 0.625 ms | 0 - 10 MB | NPU | Use Export Script |
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- | SESR-M5 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.973 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 | 1.112 ms | 0 - 21 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 | 0.446 ms | 0 - 26 MB | NPU | Use Export Script |
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- | SESR-M5 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.629 ms | 25 - 53 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 | 1.334 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.471 ms | 0 - 19 MB | NPU | Use Export Script |
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- | SESR-M5 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.716 ms | 0 - 18 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 | 0.762 ms | 0 - 0 MB | NPU | Use Export Script |
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- | SESR-M5 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.967 ms | 3 - 3 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.onnx) |
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@@ -159,7 +159,7 @@ Profiling Results
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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) : 11.8
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  Estimated peak memory usage (MB): [6, 17]
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  Total # Ops : 25
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  Compute Unit(s) : npu (22 ops) gpu (0 ops) cpu (3 ops)
@@ -249,13 +249,13 @@ AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
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  You can also run the demo on-device.
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  ```bash
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- python -m qai_hub_models.models.sesr_m5.demo --on-device
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  ```
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  **NOTE**: If you want running in a Jupyter Notebook or Google Colab like
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  environment, please add the following to your cell (instead of the above).
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  ```
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- %run -m qai_hub_models.models.sesr_m5.demo -- --on-device
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  ```
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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 | 79.744 ms | 6 - 17 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 | 77.052 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | SESR-M5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.887 ms | 6 - 32 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 | 2.813 ms | 0 - 30 MB | NPU | Use Export Script |
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+ | SESR-M5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.211 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 | 2.01 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | SESR-M5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.811 ms | 0 - 15 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 | 3.111 ms | 0 - 11 MB | NPU | Use Export Script |
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+ | SESR-M5 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 79.744 ms | 6 - 17 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 | 77.052 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | SESR-M5 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.196 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 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.963 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | SESR-M5 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.969 ms | 6 - 21 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 | 3.327 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | SESR-M5 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.753 ms | 6 - 13 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 | 1.951 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | SESR-M5 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.811 ms | 0 - 15 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 | 3.111 ms | 0 - 11 MB | NPU | Use Export Script |
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+ | SESR-M5 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.218 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 | 1.972 ms | 0 - 6 MB | NPU | Use Export Script |
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+ | SESR-M5 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.598 ms | 0 - 6 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 | 1.522 ms | 0 - 25 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 | 1.261 ms | 0 - 19 MB | NPU | Use Export Script |
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+ | SESR-M5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.611 ms | 0 - 27 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 | 1.709 ms | 0 - 15 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 | 1.305 ms | 0 - 21 MB | NPU | Use Export Script |
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+ | SESR-M5 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.69 ms | 0 - 19 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 | 2.132 ms | 0 - 0 MB | NPU | Use Export Script |
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+ | SESR-M5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.532 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 | 14.632 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 | 10.548 ms | 0 - 9 MB | NPU | Use Export Script |
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+ | SESR-M5 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.068 ms | 2 - 21 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 | 0.941 ms | 0 - 22 MB | NPU | Use Export Script |
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+ | SESR-M5 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.372 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.639 ms | 0 - 3 MB | NPU | Use Export Script |
73
+ | SESR-M5 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.1 ms | 0 - 14 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
74
+ | SESR-M5 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.847 ms | 0 - 12 MB | NPU | Use Export Script |
75
+ | SESR-M5 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.492 ms | 0 - 18 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
76
+ | SESR-M5 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 3.005 ms | 0 - 12 MB | NPU | Use Export Script |
77
+ | SESR-M5 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 21.897 ms | 2 - 4 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
78
+ | SESR-M5 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 14.632 ms | 2 - 14 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 | QNN | 10.548 ms | 0 - 9 MB | NPU | Use Export Script |
80
+ | SESR-M5 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.509 ms | 0 - 6 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
81
+ | SESR-M5 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.651 ms | 0 - 2 MB | NPU | Use Export Script |
82
+ | SESR-M5 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.478 ms | 0 - 16 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
83
+ | SESR-M5 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.372 ms | 0 - 18 MB | NPU | Use Export Script |
84
+ | SESR-M5 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.324 ms | 0 - 6 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
85
+ | SESR-M5 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.649 ms | 0 - 2 MB | NPU | Use Export Script |
86
+ | SESR-M5 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.1 ms | 0 - 14 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
87
+ | SESR-M5 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.847 ms | 0 - 12 MB | NPU | Use Export Script |
88
+ | SESR-M5 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.472 ms | 0 - 6 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
89
+ | SESR-M5 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.635 ms | 0 - 9 MB | NPU | Use Export Script |
90
+ | SESR-M5 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.981 ms | 0 - 8 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.onnx) |
91
+ | SESR-M5 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.108 ms | 0 - 24 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
92
+ | SESR-M5 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.444 ms | 0 - 24 MB | NPU | Use Export Script |
93
+ | 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) |
94
+ | SESR-M5 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.31 ms | 0 - 18 MB | NPU | [SESR-M5.tflite](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.tflite) |
95
+ | SESR-M5 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.518 ms | 0 - 20 MB | NPU | Use Export Script |
96
+ | SESR-M5 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.71 ms | 0 - 20 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.onnx) |
97
+ | SESR-M5 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.756 ms | 0 - 0 MB | NPU | Use Export Script |
98
+ | SESR-M5 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.956 ms | 3 - 3 MB | NPU | [SESR-M5.onnx](https://huggingface.co/qualcomm/SESR-M5/blob/main/SESR-M5_w8a8.onnx) |
99
 
100
 
101
 
 
159
  SESR-M5
160
  Device : cs_8275 (ANDROID 14)
161
  Runtime : TFLITE
162
+ Estimated inference time (ms) : 79.7
163
  Estimated peak memory usage (MB): [6, 17]
164
  Total # Ops : 25
165
  Compute Unit(s) : npu (22 ops) gpu (0 ops) cpu (3 ops)
 
249
  You can also run the demo on-device.
250
 
251
  ```bash
252
+ python -m qai_hub_models.models.sesr_m5.demo --eval-mode on-device
253
  ```
254
 
255
  **NOTE**: If you want running in a Jupyter Notebook or Google Colab like
256
  environment, please add the following to your cell (instead of the above).
257
  ```
258
+ %run -m qai_hub_models.models.sesr_m5.demo -- --eval-mode on-device
259
  ```
260
 
261
 
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