v0.34.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.34.0 for changelog.
- README.md +28 -37
- Swin-Tiny_w8a16.dlc +1 -1
- precompiled/qualcomm-snapdragon-x-elite/Swin-Tiny.bin +1 -1
- precompiled/qualcomm-snapdragon-x-elite/Swin-Tiny.onnx.zip +2 -2
- precompiled/qualcomm-snapdragon-x-elite/Swin-Tiny_w8a16.onnx.zip +1 -1
- precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
README.md
CHANGED
@@ -24,6 +24,7 @@ More details on model performance across various devices, can be found
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[here](https://aihub.qualcomm.com/models/swin_tiny).
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### Model Details
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- **Model Type:** Model_use_case.image_classification
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@@ -36,52 +37,52 @@ 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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-
| Swin-Tiny | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 24.
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| Swin-Tiny | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 21.957 ms | 1 - 156 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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-
| Swin-Tiny | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE |
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| Swin-Tiny | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 14.967 ms | 1 - 157 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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-
| Swin-Tiny | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 11.
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| Swin-Tiny | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 9.761 ms | 0 - 36 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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-
| Swin-Tiny | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 12.
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| Swin-Tiny | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 10.947 ms | 1 - 157 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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-
| Swin-Tiny | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 24.
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| Swin-Tiny | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 21.957 ms | 1 - 156 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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-
| Swin-Tiny | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 11.
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| Swin-Tiny | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 9.797 ms | 0 - 39 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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-
| Swin-Tiny | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 15.
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| Swin-Tiny | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 14.31 ms | 1 - 153 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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-
| Swin-Tiny | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 11.
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| Swin-Tiny | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 9.832 ms | 1 - 38 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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-
| Swin-Tiny | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 12.
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| Swin-Tiny | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.947 ms | 1 - 157 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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-
| Swin-Tiny | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 11.
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| Swin-Tiny | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 9.767 ms | 0 - 37 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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| Swin-Tiny | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 9.403 ms | 0 - 157 MB | NPU | [Swin-Tiny.onnx](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.onnx) |
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-
| Swin-Tiny | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 7.
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| Swin-Tiny | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 6.345 ms | 1 - 165 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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| Swin-Tiny | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 6.031 ms | 1 - 166 MB | NPU | [Swin-Tiny.onnx](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.onnx) |
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-
| Swin-Tiny | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 7.
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| Swin-Tiny | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 5.893 ms | 1 - 158 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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| Swin-Tiny | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 5.692 ms | 1 - 158 MB | NPU | [Swin-Tiny.onnx](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.onnx) |
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| Swin-Tiny | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 12.004 ms | 373 - 373 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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| Swin-Tiny | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 10.951 ms | 57 - 57 MB | NPU | [Swin-Tiny.onnx](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.onnx) |
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-
| Swin-Tiny | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 17.
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-
| Swin-Tiny | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 11.
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-
| Swin-Tiny | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 9.946 ms | 0 -
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| Swin-Tiny | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 10.
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| Swin-Tiny | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 29.
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-
| Swin-Tiny | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 17.
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-
| Swin-Tiny | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 9.
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-
| Swin-Tiny | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 11.
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| Swin-Tiny | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC |
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| Swin-Tiny | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.
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| Swin-Tiny | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC |
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| Swin-Tiny | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 51.814 ms | 139 - 220 MB | NPU | [Swin-Tiny.onnx](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.onnx) |
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-
| Swin-Tiny | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 6.
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| Swin-Tiny | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 43.107 ms | 158 - 310 MB | NPU | [Swin-Tiny.onnx](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.onnx) |
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| Swin-Tiny | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 5.
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| Swin-Tiny | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 35.747 ms | 158 - 288 MB | NPU | [Swin-Tiny.onnx](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.onnx) |
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-
| Swin-Tiny | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 11.
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| Swin-Tiny | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 55.113 ms | 230 - 230 MB | NPU | [Swin-Tiny.onnx](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.onnx) |
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@@ -140,17 +141,7 @@ device. This script does the following:
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```bash
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python -m qai_hub_models.models.swin_tiny.export
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```
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-
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-
Profiling Results
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-
------------------------------------------------------------
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Swin-Tiny
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Device : cs_8275 (ANDROID 14)
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Runtime : TFLITE
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Estimated inference time (ms) : 24.7
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Estimated peak memory usage (MB): [0, 173]
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-
Total # Ops : 837
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Compute Unit(s) : npu (837 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/swin_tiny).
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+
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### Model Details
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- **Model Type:** Model_use_case.image_classification
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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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+
| Swin-Tiny | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 24.615 ms | 0 - 174 MB | NPU | [Swin-Tiny.tflite](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.tflite) |
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| Swin-Tiny | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 21.957 ms | 1 - 156 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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+
| Swin-Tiny | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 14.024 ms | 0 - 173 MB | NPU | [Swin-Tiny.tflite](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.tflite) |
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| Swin-Tiny | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 14.967 ms | 1 - 157 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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+
| Swin-Tiny | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 11.004 ms | 0 - 23 MB | NPU | [Swin-Tiny.tflite](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.tflite) |
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| Swin-Tiny | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 9.761 ms | 0 - 36 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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+
| Swin-Tiny | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 12.304 ms | 0 - 155 MB | NPU | [Swin-Tiny.tflite](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.tflite) |
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| Swin-Tiny | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 10.947 ms | 1 - 157 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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+
| Swin-Tiny | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 24.615 ms | 0 - 174 MB | NPU | [Swin-Tiny.tflite](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.tflite) |
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| Swin-Tiny | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 21.957 ms | 1 - 156 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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| Swin-Tiny | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 11.066 ms | 0 - 19 MB | NPU | [Swin-Tiny.tflite](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.tflite) |
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| Swin-Tiny | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 9.797 ms | 0 - 39 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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+
| Swin-Tiny | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 15.884 ms | 0 - 171 MB | NPU | [Swin-Tiny.tflite](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.tflite) |
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| Swin-Tiny | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 14.31 ms | 1 - 153 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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| Swin-Tiny | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 11.138 ms | 0 - 18 MB | NPU | [Swin-Tiny.tflite](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.tflite) |
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| Swin-Tiny | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 9.832 ms | 1 - 38 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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| Swin-Tiny | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 12.304 ms | 0 - 155 MB | NPU | [Swin-Tiny.tflite](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.tflite) |
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| Swin-Tiny | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.947 ms | 1 - 157 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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+
| Swin-Tiny | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 11.16 ms | 0 - 18 MB | NPU | [Swin-Tiny.tflite](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.tflite) |
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| Swin-Tiny | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 9.767 ms | 0 - 37 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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| Swin-Tiny | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 9.403 ms | 0 - 157 MB | NPU | [Swin-Tiny.onnx](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.onnx) |
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| Swin-Tiny | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 7.221 ms | 0 - 174 MB | NPU | [Swin-Tiny.tflite](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.tflite) |
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| Swin-Tiny | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 6.345 ms | 1 - 165 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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| Swin-Tiny | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 6.031 ms | 1 - 166 MB | NPU | [Swin-Tiny.onnx](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.onnx) |
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| Swin-Tiny | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 7.124 ms | 0 - 170 MB | NPU | [Swin-Tiny.tflite](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.tflite) |
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| Swin-Tiny | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 5.893 ms | 1 - 158 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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| Swin-Tiny | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 5.692 ms | 1 - 158 MB | NPU | [Swin-Tiny.onnx](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.onnx) |
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| Swin-Tiny | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 12.004 ms | 373 - 373 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.dlc) |
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| Swin-Tiny | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 10.951 ms | 57 - 57 MB | NPU | [Swin-Tiny.onnx](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny.onnx) |
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+
| Swin-Tiny | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 17.519 ms | 0 - 123 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.dlc) |
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| Swin-Tiny | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 11.608 ms | 0 - 134 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.dlc) |
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| Swin-Tiny | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 9.946 ms | 0 - 51 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.dlc) |
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| Swin-Tiny | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 10.424 ms | 0 - 123 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.dlc) |
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| Swin-Tiny | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 29.943 ms | 0 - 404 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.dlc) |
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| Swin-Tiny | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 17.519 ms | 0 - 123 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.dlc) |
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+
| Swin-Tiny | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 9.976 ms | 0 - 49 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.dlc) |
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+
| Swin-Tiny | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 11.799 ms | 0 - 124 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.dlc) |
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+
| Swin-Tiny | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 10.017 ms | 0 - 51 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.dlc) |
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+
| Swin-Tiny | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.424 ms | 0 - 123 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.dlc) |
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+
| Swin-Tiny | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 10.008 ms | 0 - 51 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.dlc) |
|
80 |
| Swin-Tiny | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 51.814 ms | 139 - 220 MB | NPU | [Swin-Tiny.onnx](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.onnx) |
|
81 |
+
| Swin-Tiny | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 6.495 ms | 0 - 138 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.dlc) |
|
82 |
| Swin-Tiny | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 43.107 ms | 158 - 310 MB | NPU | [Swin-Tiny.onnx](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.onnx) |
|
83 |
+
| Swin-Tiny | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 5.814 ms | 0 - 123 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.dlc) |
|
84 |
| Swin-Tiny | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 35.747 ms | 158 - 288 MB | NPU | [Swin-Tiny.onnx](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.onnx) |
|
85 |
+
| Swin-Tiny | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 11.62 ms | 90 - 90 MB | NPU | [Swin-Tiny.dlc](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.dlc) |
|
86 |
| Swin-Tiny | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 55.113 ms | 230 - 230 MB | NPU | [Swin-Tiny.onnx](https://huggingface.co/qualcomm/Swin-Tiny/blob/main/Swin-Tiny_w8a16.onnx) |
|
87 |
|
88 |
|
|
|
141 |
```bash
|
142 |
python -m qai_hub_models.models.swin_tiny.export
|
143 |
```
|
144 |
+
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
145 |
|
146 |
|
147 |
## How does this work?
|
Swin-Tiny_w8a16.dlc
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 31357169
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:affe4d2aee4c0627b3be82d8d195dccf7a6fd7b4723b7dcbf358bd3121f03702
|
3 |
size 31357169
|
precompiled/qualcomm-snapdragon-x-elite/Swin-Tiny.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 59889168
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:047e5e9098dae878263bf7a2bd19122fcb892f6ce46ff51b8744472e8f67b7f5
|
3 |
size 59889168
|
precompiled/qualcomm-snapdragon-x-elite/Swin-Tiny.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:ec539630f0544ea9cab5f934c92311c7a44169e92a4eb41b306f5a1a167884e5
|
3 |
+
size 53376422
|
precompiled/qualcomm-snapdragon-x-elite/Swin-Tiny_w8a16.onnx.zip
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 27180451
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3466dd36a85e6b8f5f3fcc60e11c972bb1c564f4d38d8fe37cfc2257b267ddda
|
3 |
size 27180451
|
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
|