v0.44.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.
- DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
- LICENSE +0 -1
- Mobile-VIT_float.dlc +1 -1
- Mobile-VIT_float.onnx.zip +2 -2
- Mobile-VIT_float.tflite +2 -2
- Mobile-VIT_w8a16.onnx.zip +2 -2
- README.md +39 -39
DEPLOYMENT_MODEL_LICENSE.pdf
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LICENSE
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The license of the original trained model can be found at https://github.com/pytorch/vision/blob/main/LICENSE.
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The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
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The license of the original trained model can be found at https://github.com/pytorch/vision/blob/main/LICENSE.
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Mobile-VIT_float.dlc
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Mobile-VIT_float.onnx.zip
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Mobile-VIT_w8a16.onnx.zip
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README.md
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@@ -37,44 +37,45 @@ 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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| Mobile-VIT | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 10.
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| Mobile-VIT | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.
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| Mobile-VIT | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE |
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| Mobile-VIT | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 5.
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| Mobile-VIT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.
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| Mobile-VIT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.
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| Mobile-VIT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 4.
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| Mobile-VIT | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.
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| Mobile-VIT | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC |
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| Mobile-VIT | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 10.
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| Mobile-VIT | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 9.
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| Mobile-VIT | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.
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| Mobile-VIT | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.
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| Mobile-VIT | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 6.
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| Mobile-VIT | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 6.
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| Mobile-VIT | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.
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| Mobile-VIT | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.
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| Mobile-VIT | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.
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| Mobile-VIT | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC |
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| Mobile-VIT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.
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| Mobile-VIT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.
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| Mobile-VIT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.116 ms | 0 -
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| Mobile-VIT | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.
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-
| Mobile-VIT | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.
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| Mobile-VIT | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.
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-
| Mobile-VIT | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.
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| Mobile-VIT | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.
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| Mobile-VIT | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.
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| Mobile-VIT | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.819 ms |
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| Mobile-VIT | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.
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| Mobile-VIT | w8a16 | Dragonwing
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| Mobile-VIT | w8a16 |
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| Mobile-VIT | w8a16 |
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| Mobile-VIT | w8a16 |
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| Mobile-VIT | w8a16 | Samsung Galaxy
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| Mobile-VIT | w8a16 |
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| Mobile-VIT | w8a16 | Snapdragon
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| Mobile-VIT | w8a16 | Snapdragon
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@@ -251,7 +252,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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## License
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* The license for the original implementation of Mobile-VIT can be found
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[here](https://github.com/pytorch/vision/blob/main/LICENSE).
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-
* The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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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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+
| Mobile-VIT | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 10.138 ms | 0 - 156 MB | NPU | [Mobile-VIT.tflite](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.tflite) |
|
| 41 |
+
| Mobile-VIT | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.88 ms | 1 - 155 MB | NPU | [Mobile-VIT.dlc](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.dlc) |
|
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+
| Mobile-VIT | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 6.006 ms | 0 - 186 MB | NPU | [Mobile-VIT.tflite](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.tflite) |
|
| 43 |
+
| Mobile-VIT | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 5.726 ms | 1 - 186 MB | NPU | [Mobile-VIT.dlc](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.dlc) |
|
| 44 |
+
| Mobile-VIT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.625 ms | 0 - 3 MB | NPU | [Mobile-VIT.tflite](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.tflite) |
|
| 45 |
+
| Mobile-VIT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.475 ms | 1 - 3 MB | NPU | [Mobile-VIT.dlc](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.dlc) |
|
| 46 |
+
| Mobile-VIT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 4.581 ms | 0 - 16 MB | NPU | [Mobile-VIT.onnx.zip](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.onnx.zip) |
|
| 47 |
+
| Mobile-VIT | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.455 ms | 0 - 147 MB | NPU | [Mobile-VIT.tflite](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.tflite) |
|
| 48 |
+
| Mobile-VIT | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 18.723 ms | 1 - 156 MB | NPU | [Mobile-VIT.dlc](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.dlc) |
|
| 49 |
+
| Mobile-VIT | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 10.138 ms | 0 - 156 MB | NPU | [Mobile-VIT.tflite](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.tflite) |
|
| 50 |
+
| Mobile-VIT | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 9.88 ms | 1 - 155 MB | NPU | [Mobile-VIT.dlc](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.dlc) |
|
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+
| Mobile-VIT | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.615 ms | 0 - 2 MB | NPU | [Mobile-VIT.tflite](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.tflite) |
|
| 52 |
+
| Mobile-VIT | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.478 ms | 1 - 3 MB | NPU | [Mobile-VIT.dlc](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.dlc) |
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+
| Mobile-VIT | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 6.637 ms | 0 - 165 MB | NPU | [Mobile-VIT.tflite](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.tflite) |
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+
| Mobile-VIT | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 6.473 ms | 1 - 161 MB | NPU | [Mobile-VIT.dlc](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.dlc) |
|
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+
| Mobile-VIT | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.609 ms | 0 - 3 MB | NPU | [Mobile-VIT.tflite](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.tflite) |
|
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+
| Mobile-VIT | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.475 ms | 1 - 3 MB | NPU | [Mobile-VIT.dlc](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.dlc) |
|
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+
| Mobile-VIT | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.455 ms | 0 - 147 MB | NPU | [Mobile-VIT.tflite](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.tflite) |
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+
| Mobile-VIT | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 18.723 ms | 1 - 156 MB | NPU | [Mobile-VIT.dlc](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.dlc) |
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+
| Mobile-VIT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.543 ms | 0 - 189 MB | NPU | [Mobile-VIT.tflite](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.tflite) |
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+
| Mobile-VIT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.436 ms | 1 - 188 MB | NPU | [Mobile-VIT.dlc](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.dlc) |
|
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+
| Mobile-VIT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.116 ms | 0 - 172 MB | NPU | [Mobile-VIT.onnx.zip](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.onnx.zip) |
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+
| Mobile-VIT | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.005 ms | 0 - 151 MB | NPU | [Mobile-VIT.tflite](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.tflite) |
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+
| Mobile-VIT | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.906 ms | 1 - 160 MB | NPU | [Mobile-VIT.dlc](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.dlc) |
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| Mobile-VIT | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.531 ms | 0 - 138 MB | NPU | [Mobile-VIT.onnx.zip](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.onnx.zip) |
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+
| Mobile-VIT | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.65 ms | 0 - 158 MB | NPU | [Mobile-VIT.tflite](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.tflite) |
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+
| Mobile-VIT | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.614 ms | 1 - 149 MB | NPU | [Mobile-VIT.dlc](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.dlc) |
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+
| Mobile-VIT | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.14 ms | 0 - 139 MB | NPU | [Mobile-VIT.onnx.zip](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.onnx.zip) |
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+
| Mobile-VIT | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.819 ms | 1 - 1 MB | NPU | [Mobile-VIT.dlc](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.dlc) |
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+
| Mobile-VIT | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.686 ms | 12 - 12 MB | NPU | [Mobile-VIT.onnx.zip](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT.onnx.zip) |
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| Mobile-VIT | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | ONNX | 148.326 ms | 66 - 83 MB | CPU | [Mobile-VIT.onnx.zip](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT_w8a16.onnx.zip) |
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| Mobile-VIT | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 334.849 ms | 63 - 67 MB | CPU | [Mobile-VIT.onnx.zip](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT_w8a16.onnx.zip) |
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| Mobile-VIT | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 19.439 ms | 7 - 18 MB | NPU | [Mobile-VIT.onnx.zip](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT_w8a16.onnx.zip) |
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+
| Mobile-VIT | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 115.66 ms | 62 - 68 MB | CPU | [Mobile-VIT.onnx.zip](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT_w8a16.onnx.zip) |
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| Mobile-VIT | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 15.2 ms | 12 - 188 MB | NPU | [Mobile-VIT.onnx.zip](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT_w8a16.onnx.zip) |
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| Mobile-VIT | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 12.51 ms | 13 - 151 MB | NPU | [Mobile-VIT.onnx.zip](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT_w8a16.onnx.zip) |
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| Mobile-VIT | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 132.5 ms | 63 - 81 MB | CPU | [Mobile-VIT.onnx.zip](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT_w8a16.onnx.zip) |
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| Mobile-VIT | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 11.779 ms | 12 - 151 MB | NPU | [Mobile-VIT.onnx.zip](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT_w8a16.onnx.zip) |
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| Mobile-VIT | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 16.823 ms | 16 - 16 MB | NPU | [Mobile-VIT.onnx.zip](https://huggingface.co/qualcomm/Mobile-VIT/blob/main/Mobile-VIT_w8a16.onnx.zip) |
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## License
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* The license for the original implementation of Mobile-VIT can be found
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[here](https://github.com/pytorch/vision/blob/main/LICENSE).
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