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v0.29.1

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.29.1 for changelog.

Files changed (5) hide show
  1. README.md +60 -60
  2. VIT.so +0 -3
  3. VIT.bin → VIT_w8a8.onnx +2 -2
  4. VIT_w8a8.so +0 -3
  5. VIT_w8a8.bin → VIT_w8a8.tflite +2 -2
README.md CHANGED
@@ -35,66 +35,66 @@ 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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- | VIT | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 44.359 ms | 0 - 279 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 45.507 ms | 1 - 10 MB | NPU | Use Export Script |
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- | VIT | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 18.906 ms | 0 - 290 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 21.572 ms | 1 - 304 MB | NPU | Use Export Script |
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- | VIT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 12.749 ms | 0 - 17 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 13.911 ms | 1 - 2 MB | NPU | Use Export Script |
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- | VIT | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 16.104 ms | 0 - 279 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 16.864 ms | 1 - 10 MB | NPU | Use Export Script |
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- | VIT | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 44.359 ms | 0 - 279 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 45.507 ms | 1 - 10 MB | NPU | Use Export Script |
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- | VIT | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 12.83 ms | 0 - 17 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 13.842 ms | 1 - 3 MB | NPU | Use Export Script |
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- | VIT | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 21.031 ms | 0 - 280 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 20.434 ms | 1 - 18 MB | NPU | Use Export Script |
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- | VIT | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 13.14 ms | 0 - 27 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 13.923 ms | 1 - 3 MB | NPU | Use Export Script |
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- | VIT | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 16.104 ms | 0 - 279 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 16.864 ms | 1 - 10 MB | NPU | Use Export Script |
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- | VIT | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 12.841 ms | 0 - 16 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 13.896 ms | 0 - 30 MB | NPU | Use Export Script |
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- | VIT | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 13.507 ms | 0 - 325 MB | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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- | VIT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 9.06 ms | 0 - 286 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 9.686 ms | 1 - 309 MB | NPU | Use Export Script |
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- | VIT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 9.516 ms | 1 - 308 MB | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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- | VIT | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 8.299 ms | 0 - 282 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 7.913 ms | 1 - 284 MB | NPU | Use Export Script |
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- | VIT | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 6.804 ms | 0 - 287 MB | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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- | VIT | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 14.776 ms | 1 - 1 MB | NPU | Use Export Script |
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- | VIT | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.917 ms | 171 - 171 MB | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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- | VIT | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 18.328 ms | 0 - 46 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 30.6 ms | 0 - 10 MB | NPU | Use Export Script |
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- | VIT | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 14.035 ms | 0 - 56 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 14.884 ms | 0 - 158 MB | NPU | Use Export Script |
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- | VIT | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 8.78 ms | 0 - 28 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 10.68 ms | 0 - 3 MB | NPU | Use Export Script |
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- | VIT | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 9.158 ms | 0 - 47 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 9.697 ms | 0 - 12 MB | NPU | Use Export Script |
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- | VIT | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 56.087 ms | 2 - 40 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 78.803 ms | 0 - 12 MB | NPU | Use Export Script |
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- | VIT | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 18.328 ms | 0 - 46 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 30.6 ms | 0 - 10 MB | NPU | Use Export Script |
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- | VIT | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 8.906 ms | 0 - 26 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 10.805 ms | 0 - 3 MB | NPU | Use Export Script |
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- | VIT | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 15.98 ms | 0 - 50 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 16.872 ms | 0 - 18 MB | NPU | Use Export Script |
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- | VIT | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 8.889 ms | 0 - 11 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 10.719 ms | 0 - 6 MB | NPU | Use Export Script |
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- | VIT | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 9.158 ms | 0 - 47 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 9.697 ms | 0 - 12 MB | NPU | Use Export Script |
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- | VIT | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 8.817 ms | 0 - 20 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 10.696 ms | 0 - 28 MB | NPU | Use Export Script |
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- | VIT | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 25.224 ms | 0 - 117 MB | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx) |
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- | VIT | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.308 ms | 0 - 52 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 7.147 ms | 0 - 151 MB | NPU | Use Export Script |
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- | VIT | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 17.736 ms | 0 - 176 MB | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx) |
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- | VIT | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 5.892 ms | 0 - 50 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 5.81 ms | 0 - 148 MB | NPU | Use Export Script |
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- | VIT | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 17.163 ms | 0 - 169 MB | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx) |
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- | VIT | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 11.34 ms | 0 - 0 MB | NPU | Use Export Script |
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- | VIT | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 29.213 ms | 88 - 88 MB | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx) |
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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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+ | VIT | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 44.445 ms | 0 - 279 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 45.483 ms | 0 - 9 MB | NPU | Use Export Script |
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+ | VIT | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 18.787 ms | 0 - 288 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 21.23 ms | 0 - 302 MB | NPU | Use Export Script |
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+ | VIT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 13.173 ms | 0 - 23 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 13.84 ms | 1 - 4 MB | NPU | Use Export Script |
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+ | VIT | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 16.14 ms | 0 - 279 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 16.84 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | VIT | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 44.445 ms | 0 - 279 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 45.483 ms | 0 - 9 MB | NPU | Use Export Script |
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+ | VIT | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 12.775 ms | 0 - 12 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 13.923 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | VIT | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 21.101 ms | 0 - 281 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 20.46 ms | 1 - 18 MB | NPU | Use Export Script |
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+ | VIT | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 12.8 ms | 0 - 23 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 13.858 ms | 1 - 4 MB | NPU | Use Export Script |
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+ | VIT | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 16.14 ms | 0 - 279 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 16.84 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | VIT | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 13.19 ms | 0 - 22 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 13.811 ms | 0 - 33 MB | NPU | Use Export Script |
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+ | VIT | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 13.473 ms | 0 - 368 MB | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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+ | VIT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 9.052 ms | 3 - 287 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 9.655 ms | 0 - 304 MB | NPU | Use Export Script |
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+ | VIT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 9.632 ms | 1 - 310 MB | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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+ | VIT | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 7.049 ms | 0 - 283 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 7.867 ms | 1 - 285 MB | NPU | Use Export Script |
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+ | VIT | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 6.753 ms | 1 - 287 MB | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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+ | VIT | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 14.729 ms | 1 - 1 MB | NPU | Use Export Script |
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+ | VIT | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.962 ms | 171 - 171 MB | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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+ | VIT | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 18.304 ms | 0 - 47 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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+ | VIT | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 30.586 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | VIT | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 14.222 ms | 0 - 55 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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+ | VIT | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 15.022 ms | 0 - 160 MB | NPU | Use Export Script |
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+ | VIT | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 8.807 ms | 0 - 14 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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+ | VIT | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 10.73 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | VIT | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 9.219 ms | 0 - 47 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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+ | VIT | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 9.704 ms | 0 - 11 MB | NPU | Use Export Script |
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+ | VIT | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 78.117 ms | 1 - 40 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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+ | VIT | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 81.392 ms | 0 - 11 MB | NPU | Use Export Script |
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+ | VIT | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 18.304 ms | 0 - 47 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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+ | VIT | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 30.586 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | VIT | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 8.844 ms | 0 - 15 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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+ | VIT | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 10.853 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | VIT | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 16.007 ms | 0 - 50 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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+ | VIT | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 16.824 ms | 0 - 17 MB | NPU | Use Export Script |
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+ | VIT | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 8.8 ms | 0 - 20 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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+ | VIT | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 10.959 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | VIT | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 9.219 ms | 0 - 47 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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+ | VIT | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 9.704 ms | 0 - 11 MB | NPU | Use Export Script |
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+ | VIT | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 8.808 ms | 0 - 21 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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+ | VIT | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 10.737 ms | 0 - 29 MB | NPU | Use Export Script |
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+ | VIT | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 25.254 ms | 0 - 118 MB | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx) |
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+ | VIT | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.322 ms | 0 - 52 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
91
+ | VIT | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 7.124 ms | 0 - 150 MB | NPU | Use Export Script |
92
+ | VIT | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 17.808 ms | 0 - 175 MB | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx) |
93
+ | VIT | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 4.92 ms | 0 - 50 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
94
+ | VIT | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 6.222 ms | 0 - 147 MB | NPU | Use Export Script |
95
+ | VIT | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 14.851 ms | 0 - 170 MB | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx) |
96
+ | VIT | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 11.359 ms | 0 - 0 MB | NPU | Use Export Script |
97
+ | VIT | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 29.379 ms | 88 - 88 MB | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx) |
98
 
99
 
100
 
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