v0.42.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.42.0 for changelog.
- AOT-GAN_float.dlc +2 -2
- AOT-GAN_float.onnx.zip +2 -2
- AOT-GAN_float.tflite +2 -2
- README.md +34 -34
AOT-GAN_float.dlc
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AOT-GAN_float.onnx.zip
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AOT-GAN_float.tflite
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README.md
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@@ -35,36 +35,36 @@ 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 | 635.
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| AOT-GAN | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC |
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| AOT-GAN | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE |
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| AOT-GAN | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC |
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| AOT-GAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE |
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| AOT-GAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC |
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| AOT-GAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX |
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| AOT-GAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 211.
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| AOT-GAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC |
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| AOT-GAN | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 635.
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| AOT-GAN | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC |
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-
| AOT-GAN | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 161.
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| AOT-GAN | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC |
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| AOT-GAN | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 231.
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| AOT-GAN | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC |
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| AOT-GAN | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE |
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| AOT-GAN | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC |
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| AOT-GAN | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 211.
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| AOT-GAN | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC |
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| AOT-GAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 119.
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| AOT-GAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC |
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| AOT-GAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX |
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| AOT-GAN | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 101.
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| AOT-GAN | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC |
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| AOT-GAN | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX |
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| AOT-GAN | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE |
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| AOT-GAN | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC |
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| AOT-GAN | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX |
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| AOT-GAN | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC |
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| AOT-GAN | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX |
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```
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## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
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Sign-in to [Qualcomm® AI Hub](https://
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Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
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With this API token, you can configure your client to run models on the cloud
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```bash
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qai-hub configure --api_token API_TOKEN
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```
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Navigate to [docs](https://
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spot check the output with expected output.
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**Note**: This on-device profiling and inference requires access to Qualcomm®
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AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
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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 | 635.349 ms | 0 - 140 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 | 543.341 ms | 1 - 295 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 | 204.611 ms | 3 - 155 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 | 197.73 ms | 4 - 224 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 | 160.853 ms | 3 - 28 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 | 116.614 ms | 4 - 44 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) | ONNX | 131.832 ms | 0 - 119 MB | NPU | [AOT-GAN.onnx.zip](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx.zip) |
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| AOT-GAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 211.257 ms | 3 - 143 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 | 160.961 ms | 0 - 292 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 | 635.349 ms | 0 - 140 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 | 543.341 ms | 1 - 295 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 | 161.289 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 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 118.015 ms | 0 - 62 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 | 231.134 ms | 3 - 133 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 | 175.492 ms | 1 - 229 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 | 161.352 ms | 3 - 30 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 | 116.86 ms | 3 - 77 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 | 211.257 ms | 3 - 143 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 | 160.961 ms | 0 - 292 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 | TFLITE | 119.559 ms | 2 - 159 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 | 86.504 ms | 4 - 298 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 | 95.087 ms | 4 - 265 MB | NPU | [AOT-GAN.onnx.zip](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx.zip) |
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| AOT-GAN | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 101.126 ms | 1 - 144 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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 66.786 ms | 1 - 281 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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 72.501 ms | 7 - 281 MB | NPU | [AOT-GAN.onnx.zip](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx.zip) |
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| AOT-GAN | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 81.65 ms | 3 - 145 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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 45.299 ms | 4 - 233 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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 49.932 ms | 7 - 225 MB | NPU | [AOT-GAN.onnx.zip](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx.zip) |
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| AOT-GAN | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 120.224 ms | 148 - 148 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 | 135.151 ms | 33 - 33 MB | NPU | [AOT-GAN.onnx.zip](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx.zip) |
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```
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## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
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Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
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Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
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With this API token, you can configure your client to run models on the cloud
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```bash
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qai-hub configure --api_token API_TOKEN
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```
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Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
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spot check the output with expected output.
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**Note**: This on-device profiling and inference requires access to Qualcomm®
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AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
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