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v0.30.2

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See https://github.com/quic/ai-hub-models/releases/v0.30.2 for changelog.

Files changed (3) hide show
  1. ESRGAN.bin +0 -3
  2. ESRGAN.so +0 -3
  3. README.md +31 -31
ESRGAN.bin DELETED
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ESRGAN.so DELETED
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README.md CHANGED
@@ -34,35 +34,35 @@ 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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- | ESRGAN | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3556.181 ms | 0 - 177 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 448.555 ms | 0 - 10 MB | NPU | Use Export Script |
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- | ESRGAN | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 119.383 ms | 3 - 169 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 145.279 ms | 0 - 137 MB | NPU | Use Export Script |
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- | ESRGAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 65.298 ms | 0 - 54 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 63.408 ms | 0 - 4 MB | NPU | Use Export Script |
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- | ESRGAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 110.47 ms | 3 - 178 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 105.318 ms | 0 - 14 MB | NPU | Use Export Script |
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- | ESRGAN | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3556.181 ms | 0 - 177 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 448.555 ms | 0 - 10 MB | NPU | Use Export Script |
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- | ESRGAN | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 64.397 ms | 0 - 56 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 62.456 ms | 0 - 3 MB | NPU | Use Export Script |
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- | ESRGAN | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 121.113 ms | 3 - 166 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 111.684 ms | 0 - 17 MB | NPU | Use Export Script |
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- | ESRGAN | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 67.393 ms | 3 - 41 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 65.855 ms | 0 - 3 MB | NPU | Use Export Script |
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- | ESRGAN | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 110.47 ms | 3 - 178 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 105.318 ms | 0 - 14 MB | NPU | Use Export Script |
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- | ESRGAN | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 70.586 ms | 3 - 39 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 68.558 ms | 0 - 69 MB | NPU | Use Export Script |
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- | ESRGAN | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 75.378 ms | 6 - 122 MB | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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- | ESRGAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 53.742 ms | 3 - 183 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 49.939 ms | 0 - 126 MB | NPU | Use Export Script |
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- | ESRGAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 51.07 ms | 6 - 197 MB | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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- | ESRGAN | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 46.495 ms | 3 - 180 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 42.286 ms | 0 - 118 MB | NPU | Use Export Script |
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- | ESRGAN | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 39.488 ms | 6 - 128 MB | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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- | ESRGAN | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 64.712 ms | 0 - 0 MB | NPU | Use Export Script |
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- | ESRGAN | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 65.586 ms | 38 - 38 MB | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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@@ -126,8 +126,8 @@ Profiling Results
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  ESRGAN
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 3556.2
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- Estimated peak memory usage (MB): [0, 177]
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  Total # Ops : 1024
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  Compute Unit(s) : npu (1024 ops) gpu (0 ops) cpu (0 ops)
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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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+ | ESRGAN | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 456.797 ms | 1 - 176 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 448.453 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | ESRGAN | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 137.983 ms | 3 - 174 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 124.356 ms | 0 - 138 MB | NPU | Use Export Script |
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+ | ESRGAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 75.708 ms | 3 - 41 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 62.022 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | ESRGAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 110.278 ms | 3 - 179 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 105.301 ms | 0 - 14 MB | NPU | Use Export Script |
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+ | ESRGAN | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 456.797 ms | 1 - 176 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 448.453 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | ESRGAN | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 67.262 ms | 0 - 55 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 65.539 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | ESRGAN | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 121.054 ms | 3 - 167 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 111.717 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | ESRGAN | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 65.692 ms | 0 - 45 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 65.881 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | ESRGAN | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 110.278 ms | 3 - 179 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 105.301 ms | 0 - 14 MB | NPU | Use Export Script |
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+ | ESRGAN | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 65.862 ms | 0 - 55 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 63.771 ms | 0 - 47 MB | NPU | Use Export Script |
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+ | ESRGAN | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 66.561 ms | 6 - 115 MB | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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+ | ESRGAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 52.955 ms | 0 - 179 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 49.632 ms | 0 - 124 MB | NPU | Use Export Script |
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+ | ESRGAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 50.211 ms | 46 - 240 MB | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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+ | ESRGAN | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 46.31 ms | 3 - 182 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 42.283 ms | 0 - 117 MB | NPU | Use Export Script |
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+ | ESRGAN | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 42.836 ms | 6 - 127 MB | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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+ | ESRGAN | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 64.998 ms | 0 - 0 MB | NPU | Use Export Script |
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+ | ESRGAN | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 65.692 ms | 37 - 37 MB | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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126
  ESRGAN
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 456.8
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+ Estimated peak memory usage (MB): [1, 176]
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  Total # Ops : 1024
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  Compute Unit(s) : npu (1024 ops) gpu (0 ops) cpu (0 ops)
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  ```