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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. AOT-GAN.dlc +3 -0
  3. README.md +31 -31
.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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  AOT-GAN.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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  AOT-GAN.so filter=lfs diff=lfs merge=lfs -text
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+ AOT-GAN.dlc filter=lfs diff=lfs merge=lfs -text
AOT-GAN.dlc ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:96687f5d7a1b51956299ef507832d05679978acf94e9fe7a6679febed98255ff
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+ size 61031023
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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- | AOT-GAN | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3728.628 ms | 0 - 135 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 537.852 ms | 2 - 11 MB | NPU | Use Export Script |
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- | AOT-GAN | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 191.613 ms | 3 - 152 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 224.689 ms | 4 - 161 MB | NPU | Use Export Script |
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- | AOT-GAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 149.487 ms | 1 - 25 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 116.628 ms | 4 - 6 MB | NPU | Use Export Script |
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- | AOT-GAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 196.935 ms | 3 - 138 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 160.101 ms | 1 - 11 MB | NPU | Use Export Script |
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- | AOT-GAN | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3728.628 ms | 0 - 135 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 537.852 ms | 2 - 11 MB | NPU | Use Export Script |
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- | AOT-GAN | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 146.129 ms | 3 - 25 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 117.645 ms | 4 - 6 MB | NPU | Use Export Script |
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- | AOT-GAN | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 218.507 ms | 3 - 127 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 177.893 ms | 1 - 19 MB | NPU | Use Export Script |
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- | AOT-GAN | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 146.754 ms | 3 - 21 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 116.826 ms | 4 - 6 MB | NPU | Use Export Script |
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- | AOT-GAN | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 196.935 ms | 3 - 138 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 160.101 ms | 1 - 11 MB | NPU | Use Export Script |
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- | AOT-GAN | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 147.218 ms | 3 - 25 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 117.168 ms | 4 - 40 MB | NPU | Use Export Script |
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- | AOT-GAN | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 117.81 ms | 6 - 100 MB | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
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- | AOT-GAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 110.04 ms | 1 - 158 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 85.323 ms | 4 - 207 MB | NPU | Use Export Script |
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- | AOT-GAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 85.118 ms | 0 - 196 MB | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
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- | AOT-GAN | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 111.375 ms | 2 - 138 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 80.251 ms | 4 - 274 MB | NPU | Use Export Script |
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- | AOT-GAN | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 67.682 ms | 11 - 280 MB | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
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- | AOT-GAN | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 120.563 ms | 4 - 4 MB | NPU | Use Export Script |
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- | AOT-GAN | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 136.355 ms | 32 - 32 MB | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
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@@ -126,8 +126,8 @@ Profiling Results
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  AOT-GAN
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 3728.6
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- Estimated peak memory usage (MB): [0, 135]
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  Total # Ops : 235
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  Compute Unit(s) : npu (235 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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+ | AOT-GAN | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 609.767 ms | 0 - 134 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 537.743 ms | 1 - 199 MB | NPU | [AOT-GAN.dlc](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.dlc) |
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+ | AOT-GAN | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 193.849 ms | 0 - 150 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 213.535 ms | 4 - 161 MB | NPU | [AOT-GAN.dlc](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.dlc) |
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+ | AOT-GAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 150.158 ms | 3 - 26 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 118.188 ms | 3 - 45 MB | NPU | [AOT-GAN.dlc](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.dlc) |
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+ | AOT-GAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 196.939 ms | 3 - 137 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 159.916 ms | 0 - 201 MB | NPU | [AOT-GAN.dlc](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.dlc) |
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+ | AOT-GAN | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 609.767 ms | 0 - 134 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 537.743 ms | 1 - 199 MB | NPU | [AOT-GAN.dlc](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.dlc) |
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+ | AOT-GAN | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 150.105 ms | 3 - 23 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 117.155 ms | 0 - 48 MB | NPU | [AOT-GAN.dlc](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.dlc) |
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+ | AOT-GAN | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 218.472 ms | 3 - 128 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 177.911 ms | 3 - 170 MB | NPU | [AOT-GAN.dlc](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.dlc) |
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+ | AOT-GAN | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 149.263 ms | 3 - 24 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 118.958 ms | 3 - 39 MB | NPU | [AOT-GAN.dlc](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.dlc) |
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+ | AOT-GAN | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 196.939 ms | 3 - 137 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 159.916 ms | 0 - 201 MB | NPU | [AOT-GAN.dlc](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.dlc) |
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+ | AOT-GAN | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 149.527 ms | 2 - 22 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 117.771 ms | 3 - 51 MB | NPU | [AOT-GAN.dlc](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.dlc) |
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+ | AOT-GAN | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 116.78 ms | 6 - 106 MB | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
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+ | AOT-GAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 109.444 ms | 2 - 160 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 85.582 ms | 4 - 203 MB | NPU | [AOT-GAN.dlc](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.dlc) |
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+ | AOT-GAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 85.604 ms | 10 - 206 MB | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
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+ | AOT-GAN | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 111.124 ms | 2 - 139 MB | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 79.676 ms | 4 - 274 MB | NPU | [AOT-GAN.dlc](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.dlc) |
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+ | AOT-GAN | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 79.569 ms | 12 - 279 MB | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
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+ | AOT-GAN | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 140.033 ms | 105 - 105 MB | NPU | [AOT-GAN.dlc](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.dlc) |
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+ | AOT-GAN | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 136.387 ms | 32 - 32 MB | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
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  AOT-GAN
127
  Device : cs_8275 (ANDROID 14)
128
  Runtime : TFLITE
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+ Estimated inference time (ms) : 609.8
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+ Estimated peak memory usage (MB): [0, 134]
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  Total # Ops : 235
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  Compute Unit(s) : npu (235 ops) gpu (0 ops) cpu (0 ops)
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  ```