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v0.31.0

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See https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.

Files changed (3) hide show
  1. .gitattributes +1 -0
  2. ESRGAN.dlc +3 -0
  3. README.md +30 -30
.gitattributes CHANGED
@@ -34,3 +34,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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  ESRGAN.so filter=lfs diff=lfs merge=lfs -text
 
 
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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  ESRGAN.so filter=lfs diff=lfs merge=lfs -text
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+ ESRGAN.dlc filter=lfs diff=lfs merge=lfs -text
ESRGAN.dlc ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:4868d65132f08c6c60a42aa2e09e88e11579ea2691593c6159c220cf27e248a3
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+ size 67899979
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 | 3553.361 ms | 0 - 201 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 | 3547.894 ms | 1 - 10 MB | NPU | Use Export Script |
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- | ESRGAN | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 136.993 ms | 3 - 195 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 | 132.628 ms | 0 - 144 MB | NPU | Use Export Script |
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- | ESRGAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 67.87 ms | 3 - 40 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 | 65.163 ms | 0 - 2 MB | NPU | Use Export Script |
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- | ESRGAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 108.791 ms | 3 - 204 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 | 105.325 ms | 0 - 10 MB | NPU | Use Export Script |
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- | ESRGAN | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3553.361 ms | 0 - 201 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 3547.894 ms | 1 - 10 MB | NPU | Use Export Script |
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- | ESRGAN | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 67.12 ms | 3 - 42 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 | 65.332 ms | 0 - 2 MB | NPU | Use Export Script |
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- | ESRGAN | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 118.016 ms | 3 - 190 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 110.814 ms | 0 - 17 MB | NPU | Use Export Script |
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- | ESRGAN | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 73.375 ms | 3 - 42 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 | 63.295 ms | 0 - 3 MB | NPU | Use Export Script |
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- | ESRGAN | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 108.791 ms | 3 - 204 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 105.325 ms | 0 - 10 MB | NPU | Use Export Script |
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- | ESRGAN | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 66.225 ms | 0 - 89 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 | 65.245 ms | 0 - 42 MB | NPU | Use Export Script |
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- | ESRGAN | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 73.76 ms | 0 - 102 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 | 53.906 ms | 3 - 206 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 | 50.4 ms | 0 - 134 MB | NPU | Use Export Script |
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- | ESRGAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 51.559 ms | 6 - 213 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 | 39.476 ms | 3 - 200 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 | 42.394 ms | 0 - 125 MB | NPU | Use Export Script |
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- | ESRGAN | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 39.22 ms | 6 - 136 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 | 64.76 ms | 0 - 0 MB | NPU | Use Export Script |
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- | ESRGAN | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 65.644 ms | 38 - 38 MB | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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@@ -126,7 +126,7 @@ 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) : 3553.4
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  Estimated peak memory usage (MB): [0, 201]
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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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  | 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 | 454.648 ms | 0 - 201 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_DLC | 448.484 ms | 0 - 130 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 129.154 ms | 0 - 190 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_DLC | 127.118 ms | 0 - 145 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 67.312 ms | 3 - 44 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_DLC | 64.853 ms | 0 - 34 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 108.708 ms | 3 - 204 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_DLC | 105.274 ms | 0 - 130 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 454.648 ms | 0 - 201 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 448.484 ms | 0 - 130 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 70.146 ms | 0 - 98 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_DLC | 63.98 ms | 0 - 36 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 118.055 ms | 3 - 189 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 110.803 ms | 0 - 140 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 68.494 ms | 1 - 40 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_DLC | 65.102 ms | 0 - 35 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 108.708 ms | 3 - 204 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 105.274 ms | 0 - 130 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 67.727 ms | 0 - 106 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_DLC | 64.021 ms | 0 - 43 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 68.603 ms | 6 - 112 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 | 51.329 ms | 0 - 205 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_DLC | 48.631 ms | 0 - 134 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 51.448 ms | 6 - 209 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 | 40.502 ms | 3 - 200 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_DLC | 42.33 ms | 0 - 126 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 42.879 ms | 6 - 135 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_DLC | 65.21 ms | 134 - 134 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 65.597 ms | 38 - 38 MB | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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  ESRGAN
127
  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 454.6
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  Estimated peak memory usage (MB): [0, 201]
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  Total # Ops : 1024
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  Compute Unit(s) : npu (1024 ops) gpu (0 ops) cpu (0 ops)