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v0.44.0

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See https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.

Files changed (9) hide show
  1. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  2. LICENSE +0 -1
  3. README.md +71 -69
  4. Real-ESRGAN-General-x4v3_float.dlc +1 -1
  5. Real-ESRGAN-General-x4v3_float.onnx.zip +2 -2
  6. Real-ESRGAN-General-x4v3_float.tflite +2 -2
  7. Real-ESRGAN-General-x4v3_w8a8.dlc +1 -1
  8. Real-ESRGAN-General-x4v3_w8a8.onnx.zip +2 -2
  9. Real-ESRGAN-General-x4v3_w8a8.tflite +2 -2
DEPLOYMENT_MODEL_LICENSE.pdf DELETED
@@ -1,3 +0,0 @@
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- version https://git-lfs.github.com/spec/v1
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- oid sha256:4409f93b0e82531303b3e10f52f1fdfb56467a25f05b7441c6bbd8bb8a64b42c
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- size 109629
 
 
 
 
LICENSE CHANGED
@@ -1,2 +1 @@
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  The license of the original trained model can be found at https://github.com/xinntao/Real-ESRGAN/blob/master/LICENSE.
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- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
 
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  The license of the original trained model can be found at https://github.com/xinntao/Real-ESRGAN/blob/master/LICENSE.
 
README.md CHANGED
@@ -36,74 +36,77 @@ 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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- | Real-ESRGAN-General-x4v3 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 33.957 ms | 3 - 31 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 33.094 ms | 0 - 26 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
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- | Real-ESRGAN-General-x4v3 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 9.495 ms | 3 - 51 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 8.867 ms | 0 - 49 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
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- | Real-ESRGAN-General-x4v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 6.298 ms | 0 - 8 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 5.831 ms | 0 - 10 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
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- | Real-ESRGAN-General-x4v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 6.477 ms | 6 - 19 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx.zip) |
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- | Real-ESRGAN-General-x4v3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 9.889 ms | 3 - 31 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 41.915 ms | 0 - 26 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
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- | Real-ESRGAN-General-x4v3 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 33.957 ms | 3 - 31 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 33.094 ms | 0 - 26 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
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- | Real-ESRGAN-General-x4v3 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 6.306 ms | 0 - 15 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 5.833 ms | 0 - 11 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
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- | Real-ESRGAN-General-x4v3 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 11.016 ms | 3 - 39 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 9.727 ms | 0 - 38 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
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- | Real-ESRGAN-General-x4v3 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 6.289 ms | 2 - 17 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 5.828 ms | 0 - 10 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
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- | Real-ESRGAN-General-x4v3 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 9.889 ms | 3 - 31 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 41.915 ms | 0 - 26 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
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- | Real-ESRGAN-General-x4v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.63 ms | 0 - 41 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 4.273 ms | 0 - 35 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
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- | Real-ESRGAN-General-x4v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.774 ms | 6 - 50 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx.zip) |
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- | Real-ESRGAN-General-x4v3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 3.571 ms | 0 - 34 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 3.227 ms | 0 - 35 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
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- | Real-ESRGAN-General-x4v3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.775 ms | 0 - 29 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx.zip) |
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- | Real-ESRGAN-General-x4v3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 2.91 ms | 0 - 30 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 2.374 ms | 0 - 36 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
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- | Real-ESRGAN-General-x4v3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.986 ms | 1 - 28 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx.zip) |
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- | Real-ESRGAN-General-x4v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 6.298 ms | 11 - 11 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
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- | Real-ESRGAN-General-x4v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.423 ms | 8 - 8 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx.zip) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 5.906 ms | 1 - 5 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 6.239 ms | 0 - 103 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 152.918 ms | 23 - 29 MB | CPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.onnx.zip) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.908 ms | 1 - 28 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.662 ms | 0 - 26 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.844 ms | 0 - 36 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.712 ms | 0 - 37 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.874 ms | 0 - 8 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.745 ms | 0 - 9 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.933 ms | 0 - 12 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.onnx.zip) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.177 ms | 0 - 27 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.056 ms | 0 - 26 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 35.498 ms | 1 - 3 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 113.182 ms | 23 - 26 MB | CPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.onnx.zip) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.908 ms | 1 - 28 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.662 ms | 0 - 26 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.869 ms | 0 - 8 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.749 ms | 0 - 8 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.328 ms | 0 - 33 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.263 ms | 0 - 34 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.869 ms | 0 - 9 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.749 ms | 0 - 8 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.177 ms | 0 - 27 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.056 ms | 0 - 26 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.314 ms | 0 - 40 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.235 ms | 0 - 37 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.336 ms | 0 - 33 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.onnx.zip) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.059 ms | 0 - 39 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
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- | Real-ESRGAN-General-x4v3 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.919 ms | 0 - 33 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
98
- | Real-ESRGAN-General-x4v3 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.107 ms | 0 - 33 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.onnx.zip) |
99
- | Real-ESRGAN-General-x4v3 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 2.593 ms | 0 - 34 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
100
- | Real-ESRGAN-General-x4v3 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 2.428 ms | 0 - 32 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
101
- | Real-ESRGAN-General-x4v3 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 140.458 ms | 26 - 44 MB | CPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.onnx.zip) |
102
- | Real-ESRGAN-General-x4v3 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.826 ms | 0 - 30 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
103
- | Real-ESRGAN-General-x4v3 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.655 ms | 0 - 28 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
104
- | Real-ESRGAN-General-x4v3 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.862 ms | 0 - 34 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.onnx.zip) |
105
- | Real-ESRGAN-General-x4v3 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.963 ms | 10 - 10 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
106
- | Real-ESRGAN-General-x4v3 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.879 ms | 2 - 2 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.onnx.zip) |
 
 
 
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@@ -280,7 +283,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## License
281
  * The license for the original implementation of Real-ESRGAN-General-x4v3 can be found
282
  [here](https://github.com/xinntao/Real-ESRGAN/blob/master/LICENSE).
283
- * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | Real-ESRGAN-General-x4v3 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 33.136 ms | 3 - 134 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
40
+ | Real-ESRGAN-General-x4v3 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 33.093 ms | 0 - 128 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
41
+ | Real-ESRGAN-General-x4v3 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.851 ms | 3 - 183 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
42
+ | Real-ESRGAN-General-x4v3 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 8.95 ms | 0 - 179 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
43
+ | Real-ESRGAN-General-x4v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 5.797 ms | 3 - 5 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
44
+ | Real-ESRGAN-General-x4v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 5.805 ms | 0 - 2 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
45
+ | Real-ESRGAN-General-x4v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 6.426 ms | 6 - 12 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx.zip) |
46
+ | Real-ESRGAN-General-x4v3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 9.381 ms | 3 - 134 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
47
+ | Real-ESRGAN-General-x4v3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 9.375 ms | 0 - 128 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
48
+ | Real-ESRGAN-General-x4v3 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 33.136 ms | 3 - 134 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
49
+ | Real-ESRGAN-General-x4v3 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 33.093 ms | 0 - 128 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
50
+ | Real-ESRGAN-General-x4v3 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 5.827 ms | 3 - 5 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
51
+ | Real-ESRGAN-General-x4v3 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 5.946 ms | 0 - 3 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
52
+ | Real-ESRGAN-General-x4v3 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 9.756 ms | 3 - 150 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
53
+ | Real-ESRGAN-General-x4v3 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 9.765 ms | 0 - 144 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
54
+ | Real-ESRGAN-General-x4v3 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 5.803 ms | 3 - 5 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
55
+ | Real-ESRGAN-General-x4v3 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 5.816 ms | 0 - 3 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
56
+ | Real-ESRGAN-General-x4v3 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 9.381 ms | 3 - 134 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
57
+ | Real-ESRGAN-General-x4v3 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 9.375 ms | 0 - 128 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
58
+ | Real-ESRGAN-General-x4v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.276 ms | 0 - 167 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
59
+ | Real-ESRGAN-General-x4v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 4.267 ms | 0 - 166 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
60
+ | Real-ESRGAN-General-x4v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.729 ms | 7 - 145 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx.zip) |
61
+ | Real-ESRGAN-General-x4v3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 3.254 ms | 0 - 137 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
62
+ | Real-ESRGAN-General-x4v3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 3.222 ms | 0 - 134 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
63
+ | Real-ESRGAN-General-x4v3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.74 ms | 0 - 104 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx.zip) |
64
+ | Real-ESRGAN-General-x4v3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 2.384 ms | 0 - 138 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
65
+ | Real-ESRGAN-General-x4v3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 2.377 ms | 0 - 134 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
66
+ | Real-ESRGAN-General-x4v3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.93 ms | 0 - 103 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx.zip) |
67
+ | Real-ESRGAN-General-x4v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 6.361 ms | 0 - 0 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.dlc) |
68
+ | Real-ESRGAN-General-x4v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.448 ms | 8 - 8 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx.zip) |
69
+ | Real-ESRGAN-General-x4v3 | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | TFLITE | 26.133 ms | 1 - 133 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
70
+ | Real-ESRGAN-General-x4v3 | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 25.775 ms | 0 - 131 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
71
+ | Real-ESRGAN-General-x4v3 | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | ONNX | 144.632 ms | 24 - 41 MB | CPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.onnx.zip) |
72
+ | Real-ESRGAN-General-x4v3 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 6.104 ms | 1 - 5 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
73
+ | Real-ESRGAN-General-x4v3 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 6.321 ms | 0 - 2 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
74
+ | Real-ESRGAN-General-x4v3 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 154.434 ms | 25 - 31 MB | CPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.onnx.zip) |
75
+ | Real-ESRGAN-General-x4v3 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.705 ms | 1 - 130 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
76
+ | Real-ESRGAN-General-x4v3 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.667 ms | 0 - 128 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
77
+ | Real-ESRGAN-General-x4v3 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.031 ms | 0 - 159 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
78
+ | Real-ESRGAN-General-x4v3 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.065 ms | 0 - 157 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
79
+ | Real-ESRGAN-General-x4v3 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.755 ms | 0 - 3 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
80
+ | Real-ESRGAN-General-x4v3 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.744 ms | 0 - 3 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
81
+ | Real-ESRGAN-General-x4v3 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.932 ms | 0 - 4 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.onnx.zip) |
82
+ | Real-ESRGAN-General-x4v3 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.067 ms | 0 - 129 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
83
+ | Real-ESRGAN-General-x4v3 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.038 ms | 0 - 128 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
84
+ | Real-ESRGAN-General-x4v3 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 83.426 ms | 0 - 13 MB | GPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
85
+ | Real-ESRGAN-General-x4v3 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 112.695 ms | 23 - 26 MB | CPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.onnx.zip) |
86
+ | Real-ESRGAN-General-x4v3 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.705 ms | 1 - 130 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
87
+ | Real-ESRGAN-General-x4v3 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.667 ms | 0 - 128 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
88
+ | Real-ESRGAN-General-x4v3 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.757 ms | 0 - 2 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
89
+ | Real-ESRGAN-General-x4v3 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.741 ms | 0 - 2 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
90
+ | Real-ESRGAN-General-x4v3 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.275 ms | 0 - 141 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
91
+ | Real-ESRGAN-General-x4v3 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.284 ms | 0 - 141 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
92
+ | Real-ESRGAN-General-x4v3 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.763 ms | 0 - 3 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
93
+ | Real-ESRGAN-General-x4v3 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.742 ms | 0 - 3 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
94
+ | Real-ESRGAN-General-x4v3 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.067 ms | 0 - 129 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
95
+ | Real-ESRGAN-General-x4v3 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.038 ms | 0 - 128 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
96
+ | Real-ESRGAN-General-x4v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.239 ms | 0 - 151 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
97
+ | Real-ESRGAN-General-x4v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.239 ms | 0 - 151 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
98
+ | Real-ESRGAN-General-x4v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.333 ms | 0 - 130 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.onnx.zip) |
99
+ | Real-ESRGAN-General-x4v3 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.915 ms | 0 - 134 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
100
+ | Real-ESRGAN-General-x4v3 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.911 ms | 0 - 133 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
101
+ | Real-ESRGAN-General-x4v3 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.108 ms | 0 - 111 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.onnx.zip) |
102
+ | Real-ESRGAN-General-x4v3 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 2.439 ms | 0 - 135 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
103
+ | Real-ESRGAN-General-x4v3 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 2.426 ms | 0 - 133 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
104
+ | Real-ESRGAN-General-x4v3 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 137.834 ms | 25 - 42 MB | CPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.onnx.zip) |
105
+ | Real-ESRGAN-General-x4v3 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.659 ms | 0 - 133 MB | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.tflite) |
106
+ | Real-ESRGAN-General-x4v3 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.651 ms | 0 - 131 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
107
+ | Real-ESRGAN-General-x4v3 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.85 ms | 0 - 112 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.onnx.zip) |
108
+ | Real-ESRGAN-General-x4v3 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.981 ms | 0 - 0 MB | NPU | [Real-ESRGAN-General-x4v3.dlc](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.dlc) |
109
+ | Real-ESRGAN-General-x4v3 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.874 ms | 2 - 2 MB | NPU | [Real-ESRGAN-General-x4v3.onnx.zip](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3_w8a8.onnx.zip) |
110
 
111
 
112
 
 
283
  ## License
284
  * The license for the original implementation of Real-ESRGAN-General-x4v3 can be found
285
  [here](https://github.com/xinntao/Real-ESRGAN/blob/master/LICENSE).
 
286
 
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