v0.34.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.34.0 for changelog.
- Facial-Attribute-Detection_w8a8.dlc +2 -2
- Facial-Attribute-Detection_w8a8.onnx.zip +2 -2
- Facial-Attribute-Detection_w8a8.tflite +1 -1
- README.md +46 -55
- precompiled/qualcomm-qcs6490-proxy/Facial-Attribute-Detection_w8a8.bin +1 -1
- precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +3 -0
- precompiled/qualcomm-snapdragon-x-elite/Facial-Attribute-Detection.onnx.zip +2 -2
- precompiled/qualcomm-snapdragon-x-elite/Facial-Attribute-Detection_w8a8.bin +2 -2
- precompiled/qualcomm-snapdragon-x-elite/Facial-Attribute-Detection_w8a8.onnx.zip +2 -2
- precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
Facial-Attribute-Detection_w8a8.dlc
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Facial-Attribute-Detection_w8a8.onnx.zip
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Facial-Attribute-Detection_w8a8.tflite
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README.md
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@@ -20,6 +20,7 @@ More details on model performance across various devices, can be found
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[here](https://aihub.qualcomm.com/models/face_attrib_net).
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### Model Details
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- **Model Type:** Model_use_case.object_detection
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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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| Facial-Attribute-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.
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| Facial-Attribute-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.
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| Facial-Attribute-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.386 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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| Facial-Attribute-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.
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| Facial-Attribute-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.931 ms | 0 - 9 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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| Facial-Attribute-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.
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| Facial-Attribute-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.464 ms | 0 - 23 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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| Facial-Attribute-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.
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| Facial-Attribute-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.
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| Facial-Attribute-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.933 ms | 0 - 11 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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| Facial-Attribute-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.
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| Facial-Attribute-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.572 ms | 0 - 24 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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| Facial-Attribute-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.
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| Facial-Attribute-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.934 ms | 0 - 11 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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| Facial-Attribute-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.
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| Facial-Attribute-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.464 ms | 0 - 23 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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| Facial-Attribute-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.
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| Facial-Attribute-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.928 ms | 0 - 70 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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| Facial-Attribute-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.068 ms | 0 - 82 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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-
| Facial-Attribute-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.
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| Facial-Attribute-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.707 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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| Facial-Attribute-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.771 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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| Facial-Attribute-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.
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| Facial-Attribute-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.635 ms | 0 - 27 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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| Facial-Attribute-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.658 ms | 0 - 26 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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| Facial-Attribute-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.109 ms | 72 - 72 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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| Facial-Attribute-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.055 ms | 25 - 25 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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| Facial-Attribute-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.
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| Facial-Attribute-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.
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| Facial-Attribute-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.
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| Facial-Attribute-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.667 ms | 0 -
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| Facial-Attribute-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.
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| Facial-Attribute-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.
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| Facial-Attribute-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.
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| Facial-Attribute-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.
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| Facial-Attribute-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.
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| Facial-Attribute-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.
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| Facial-Attribute-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE |
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| Facial-Attribute-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.
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| Facial-Attribute-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.
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| Facial-Attribute-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.
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| Facial-Attribute-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.
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| Facial-Attribute-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.
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| Facial-Attribute-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.
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| Facial-Attribute-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.
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| Facial-Attribute-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.
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-
| Facial-Attribute-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.
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-
| Facial-Attribute-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.
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-
| Facial-Attribute-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.
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-
| Facial-Attribute-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.
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-
| Facial-Attribute-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.
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-
| Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.
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-
| Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.
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-
| Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.
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-
| Facial-Attribute-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.
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| Facial-Attribute-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.
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| Facial-Attribute-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.
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| Facial-Attribute-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.
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| Facial-Attribute-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.
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|
@@ -148,17 +149,7 @@ device. This script does the following:
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```bash
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python -m qai_hub_models.models.face_attrib_net.export
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```
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-
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Profiling Results
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-
------------------------------------------------------------
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Facial-Attribute-Detection
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Device : cs_8275 (ANDROID 14)
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Runtime : TFLITE
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Estimated inference time (ms) : 4.4
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Estimated peak memory usage (MB): [0, 42]
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Total # Ops : 158
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Compute Unit(s) : npu (158 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/face_attrib_net).
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+
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### Model Details
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- **Model Type:** Model_use_case.object_detection
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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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+
| Facial-Attribute-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.372 ms | 0 - 43 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
|
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+
| Facial-Attribute-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.182 ms | 0 - 48 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
|
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| Facial-Attribute-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.386 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
|
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+
| Facial-Attribute-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.87 ms | 0 - 143 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
|
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| Facial-Attribute-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.931 ms | 0 - 9 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
|
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+
| Facial-Attribute-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.396 ms | 0 - 42 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
|
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| Facial-Attribute-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.464 ms | 0 - 23 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
|
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+
| Facial-Attribute-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.372 ms | 0 - 43 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
|
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+
| Facial-Attribute-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.875 ms | 0 - 146 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
|
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| Facial-Attribute-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.933 ms | 0 - 11 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
|
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+
| Facial-Attribute-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.559 ms | 0 - 39 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
|
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| Facial-Attribute-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.572 ms | 0 - 24 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
|
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+
| Facial-Attribute-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.886 ms | 0 - 146 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
|
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| Facial-Attribute-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.934 ms | 0 - 11 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
|
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+
| Facial-Attribute-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.396 ms | 0 - 42 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
|
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| Facial-Attribute-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.464 ms | 0 - 23 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
|
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+
| Facial-Attribute-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.885 ms | 0 - 142 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
|
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| Facial-Attribute-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.928 ms | 0 - 70 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
|
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| Facial-Attribute-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.068 ms | 0 - 82 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
|
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+
| Facial-Attribute-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.672 ms | 0 - 53 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
|
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| Facial-Attribute-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.707 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
|
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| Facial-Attribute-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.771 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
|
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+
| Facial-Attribute-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.594 ms | 0 - 46 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
|
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| Facial-Attribute-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.635 ms | 0 - 27 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
|
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| Facial-Attribute-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.658 ms | 0 - 26 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
|
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| Facial-Attribute-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.109 ms | 72 - 72 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
|
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| Facial-Attribute-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.055 ms | 25 - 25 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
|
63 |
+
| Facial-Attribute-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.207 ms | 0 - 35 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
|
64 |
+
| Facial-Attribute-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.126 ms | 0 - 34 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
|
65 |
+
| Facial-Attribute-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.566 ms | 0 - 52 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
|
66 |
+
| Facial-Attribute-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.667 ms | 0 - 54 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
|
67 |
+
| Facial-Attribute-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.416 ms | 0 - 61 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
|
68 |
+
| Facial-Attribute-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.41 ms | 0 - 63 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
|
69 |
+
| Facial-Attribute-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.649 ms | 0 - 37 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
|
70 |
+
| Facial-Attribute-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.606 ms | 0 - 35 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
|
71 |
+
| Facial-Attribute-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.454 ms | 0 - 44 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
|
72 |
+
| Facial-Attribute-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.59 ms | 0 - 41 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
|
73 |
+
| Facial-Attribute-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 72.712 ms | 2 - 5 MB | CPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
|
74 |
+
| Facial-Attribute-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.207 ms | 0 - 35 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
|
75 |
+
| Facial-Attribute-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.126 ms | 0 - 34 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
|
76 |
+
| Facial-Attribute-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.433 ms | 0 - 62 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
|
77 |
+
| Facial-Attribute-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.417 ms | 0 - 62 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
|
78 |
+
| Facial-Attribute-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.906 ms | 0 - 37 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
|
79 |
+
| Facial-Attribute-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.836 ms | 0 - 36 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
|
80 |
+
| Facial-Attribute-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.434 ms | 0 - 61 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
|
81 |
+
| Facial-Attribute-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.614 ms | 0 - 61 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
|
82 |
+
| Facial-Attribute-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.649 ms | 0 - 37 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
|
83 |
+
| Facial-Attribute-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.606 ms | 0 - 35 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
|
84 |
+
| Facial-Attribute-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.436 ms | 0 - 61 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
|
85 |
+
| Facial-Attribute-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.403 ms | 0 - 60 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
|
86 |
+
| Facial-Attribute-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.565 ms | 0 - 50 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx) |
|
87 |
+
| Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.326 ms | 0 - 48 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
|
88 |
+
| Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.315 ms | 0 - 48 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
|
89 |
+
| Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.46 ms | 0 - 52 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx) |
|
90 |
+
| Facial-Attribute-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.32 ms | 0 - 40 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
|
91 |
+
| Facial-Attribute-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.309 ms | 0 - 40 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
|
92 |
+
| Facial-Attribute-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.407 ms | 0 - 39 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx) |
|
93 |
+
| Facial-Attribute-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.553 ms | 53 - 53 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
|
94 |
+
| Facial-Attribute-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.631 ms | 13 - 13 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx) |
|
95 |
|
96 |
|
97 |
|
|
|
149 |
```bash
|
150 |
python -m qai_hub_models.models.face_attrib_net.export
|
151 |
```
|
152 |
+
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
153 |
|
154 |
|
155 |
## How does this work?
|
precompiled/qualcomm-qcs6490-proxy/Facial-Attribute-Detection_w8a8.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 13261720
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:13d96008808da5f1c55bc6bce62c6f2d57d3784367cb3c355c252327f5629638
|
3 |
size 13261720
|
precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
sdk_versions:
|
2 |
+
qnn_context_binary:
|
3 |
+
qairt: 2.34.2.250528164111_119506
|
precompiled/qualcomm-snapdragon-x-elite/Facial-Attribute-Detection.onnx.zip
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:54704a6d0143bab43f7cef8fdd2c0eca491801672ce9bad5addd8ff77e8a37a9
|
3 |
+
size 22635666
|
precompiled/qualcomm-snapdragon-x-elite/Facial-Attribute-Detection_w8a8.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:543225b8eb374e65c13dd1c9fad672e5187d9fa2bbed0d5839e118147031a5bf
|
3 |
+
size 13282144
|
precompiled/qualcomm-snapdragon-x-elite/Facial-Attribute-Detection_w8a8.onnx.zip
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1339c464887af214db8e38c48439ec3525f4b617acf6b8dfad44899b8cefb6e5
|
3 |
+
size 11445978
|
precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml
ADDED
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
sdk_versions:
|
2 |
+
qnn_context_binary:
|
3 |
+
qairt: 2.34.2.250528164111_119506
|
4 |
+
precompiled_qnn_onnx:
|
5 |
+
qairt: 2.33.2.250410134701_117956
|