v0.34.1
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.34.1 for changelog.
README.md
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@@ -23,6 +23,7 @@ More details on model performance across various devices, can be found
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[here](https://aihub.qualcomm.com/models/aotgan).
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### Model Details
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- **Model Type:** Model_use_case.image_editing
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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 | 621.
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| AOT-GAN | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 548.03 ms | 1 - 214 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 |
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| AOT-GAN | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 225.613 ms | 4 - 179 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 |
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| AOT-GAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 123.459 ms | 3 - 53 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 | 203.
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| AOT-GAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 166.762 ms | 1 - 216 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 | 621.
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| AOT-GAN | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 548.03 ms | 1 - 214 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 |
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| AOT-GAN | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 122.831 ms | 3 - 52 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 | 226.
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| AOT-GAN | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 187.301 ms | 1 - 186 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 |
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| AOT-GAN | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 122.021 ms | 3 - 43 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 | 203.
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| AOT-GAN | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 166.762 ms | 1 - 216 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 |
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| AOT-GAN | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 121.67 ms | 3 - 41 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 | 119.073 ms | 0 - 87 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 | 114.
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| AOT-GAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 89.241 ms | 4 - 217 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 | 87.108 ms | 6 - 211 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 | 115.
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| AOT-GAN | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 84.29 ms | 4 - 294 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 | 81.125 ms | 7 - 285 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 | 148.402 ms | 79 - 79 MB | NPU | [AOT-GAN.dlc](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.dlc) |
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```bash
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python -m qai_hub_models.models.aotgan.export
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```
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Profiling Results
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------------------------------------------------------------
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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) : 622.0
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Estimated peak memory usage (MB): [0, 142]
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Total # Ops : 245
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Compute Unit(s) : npu (245 ops) gpu (0 ops) cpu (0 ops)
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```
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## How does this work?
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[here](https://aihub.qualcomm.com/models/aotgan).
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### Model Details
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- **Model Type:** Model_use_case.image_editing
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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 | 621.515 ms | 0 - 142 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 | 548.03 ms | 1 - 214 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 | 202.975 ms | 3 - 157 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 | 225.613 ms | 4 - 179 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 | 152.482 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 | 123.459 ms | 3 - 53 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 | 203.677 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 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 166.762 ms | 1 - 216 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 | 621.515 ms | 0 - 142 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 | 548.03 ms | 1 - 214 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 | 153.831 ms | 3 - 29 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 | 122.831 ms | 3 - 52 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 | 226.919 ms | 3 - 135 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 | 187.301 ms | 1 - 186 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 | 156.422 ms | 3 - 27 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 | 122.021 ms | 3 - 43 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 | 203.677 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 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 166.762 ms | 1 - 216 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 | 156.036 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 121.67 ms | 3 - 41 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 | 119.073 ms | 0 - 87 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 | 114.438 ms | 1 - 164 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 | 89.241 ms | 4 - 217 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 | 87.108 ms | 6 - 211 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 | 115.909 ms | 2 - 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 QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 84.29 ms | 4 - 294 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 | 81.125 ms | 7 - 285 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 | 148.402 ms | 79 - 79 MB | NPU | [AOT-GAN.dlc](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.dlc) |
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```bash
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python -m qai_hub_models.models.aotgan.export
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```
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## How does this work?
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precompiled/qualcomm-snapdragon-x-elite/AOT-GAN.onnx.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:9ca2f8a21dc5713eabc71eddde1c869b22541d86dca2d92a3967525735ea57f4
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size 31514962
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precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml
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sdk_versions:
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qnn_context_binary:
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qairt: 2.34.2.250528164111_119506
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precompiled_qnn_onnx:
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qairt: 2.33.2.250410134701_117956
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