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v0.40.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.40.0 for changelog.

Files changed (10) hide show
  1. README.md +94 -95
  2. VIT_float.dlc +2 -2
  3. VIT_float.onnx.zip +2 -2
  4. VIT_w8a16.dlc +2 -2
  5. VIT_w8a16.onnx.zip +2 -2
  6. VIT_w8a8_mixed_int16.dlc → VIT_w8a8.dlc +2 -2
  7. VIT_w8a8.onnx.zip +2 -2
  8. VIT_w8a8.tflite +1 -1
  9. VIT_w8a8_mixed_int16.onnx.zip +2 -2
  10. tool-versions.yaml +1 -1
README.md CHANGED
@@ -38,101 +38,100 @@ 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 | 42.829 ms | 0 - 306 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_DLC | 44.895 ms | 0 - 328 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
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- | VIT | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 17.158 ms | 0 - 301 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_DLC | 21.662 ms | 0 - 317 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
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- | VIT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 12.547 ms | 0 - 16 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_DLC | 14.024 ms | 0 - 27 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
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- | VIT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 13.399 ms | 0 - 219 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx.zip) |
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- | VIT | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 15.223 ms | 0 - 306 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_DLC | 16.5 ms | 0 - 332 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
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- | VIT | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 42.829 ms | 0 - 306 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 44.895 ms | 0 - 328 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
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- | VIT | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 12.544 ms | 0 - 14 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_DLC | 13.998 ms | 1 - 28 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
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- | VIT | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 19.329 ms | 0 - 290 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 19.738 ms | 1 - 324 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
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- | VIT | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 12.539 ms | 0 - 15 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_DLC | 14.048 ms | 1 - 26 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
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- | VIT | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 15.223 ms | 0 - 306 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 16.5 ms | 0 - 332 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
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- | VIT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 8.453 ms | 0 - 312 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_DLC | 9.56 ms | 1 - 333 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
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- | VIT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 9.118 ms | 0 - 331 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx.zip) |
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- | VIT | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 6.18 ms | 0 - 310 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 6.907 ms | 1 - 322 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
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- | VIT | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 6.329 ms | 0 - 325 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx.zip) |
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- | VIT | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 5.131 ms | 0 - 310 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 5.348 ms | 1 - 318 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
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- | VIT | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 4.866 ms | 1 - 316 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx.zip) |
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- | VIT | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 14.604 ms | 1006 - 1006 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
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- | VIT | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.833 ms | 171 - 171 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx.zip) |
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- | VIT | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 65.468 ms | 0 - 197 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
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- | VIT | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 50.821 ms | 0 - 224 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
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- | VIT | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 25.829 ms | 0 - 48 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
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- | VIT | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 175.042 ms | 494 - 724 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.onnx.zip) |
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- | VIT | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 22.996 ms | 0 - 196 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
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- | VIT | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 196.707 ms | 0 - 1572 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
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- | VIT | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 528.728 ms | 50 - 68 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.onnx.zip) |
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- | VIT | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 554.855 ms | 47 - 123 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.onnx.zip) |
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- | VIT | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 65.468 ms | 0 - 197 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
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- | VIT | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 25.759 ms | 0 - 48 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
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- | VIT | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 36.873 ms | 0 - 216 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
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- | VIT | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 25.626 ms | 0 - 48 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
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- | VIT | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 22.996 ms | 0 - 196 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
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- | VIT | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 19.505 ms | 140 - 342 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
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- | VIT | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 132.975 ms | 671 - 857 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.onnx.zip) |
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- | VIT | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 15.548 ms | 0 - 195 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
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- | VIT | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 102.313 ms | 680 - 848 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.onnx.zip) |
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- | VIT | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 41.426 ms | 0 - 277 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
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- | VIT | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 603.447 ms | 72 - 90 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.onnx.zip) |
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- | VIT | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 12.446 ms | 0 - 207 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
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- | VIT | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 119.229 ms | 674 - 851 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.onnx.zip) |
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- | VIT | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 25.967 ms | 317 - 317 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
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- | VIT | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 156.229 ms | 925 - 925 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.onnx.zip) |
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- | VIT | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 15.845 ms | 0 - 47 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) | TFLITE | 8.316 ms | 0 - 57 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) | TFLITE | 7.612 ms | 0 - 19 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) | ONNX | 193.957 ms | 662 - 883 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx.zip) |
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- | VIT | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.99 ms | 0 - 47 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) | TFLITE | 60.311 ms | 2 - 45 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) | ONNX | 437.781 ms | 31 - 48 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx.zip) |
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- | VIT | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 422.631 ms | 29 - 97 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx.zip) |
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- | VIT | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 15.845 ms | 0 - 47 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) | TFLITE | 7.607 ms | 0 - 62 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 9.95 ms | 0 - 50 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) | TFLITE | 7.62 ms | 0 - 22 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.99 ms | 0 - 47 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 | TFLITE | 5.386 ms | 0 - 56 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 | ONNX | 132.061 ms | 671 - 851 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx.zip) |
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- | VIT | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 4.23 ms | 0 - 56 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 97.949 ms | 657 - 804 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx.zip) |
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- | VIT | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | TFLITE | 22.854 ms | 0 - 30 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 492.001 ms | 37 - 51 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx.zip) |
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- | VIT | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 3.4 ms | 0 - 58 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
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- | VIT | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 114.491 ms | 675 - 889 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx.zip) |
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- | VIT | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 158.207 ms | 926 - 926 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx.zip) |
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- | VIT | w8a8_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 53.711 ms | 0 - 244 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.dlc) |
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- | VIT | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 21.253 ms | 0 - 42 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.dlc) |
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- | VIT | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 195.052 ms | 420 - 665 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.onnx.zip) |
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- | VIT | w8a8_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 20.116 ms | 0 - 230 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.dlc) |
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- | VIT | w8a8_mixed_int16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 457.445 ms | 52 - 70 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.onnx.zip) |
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- | VIT | w8a8_mixed_int16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 472.605 ms | 37 - 114 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.onnx.zip) |
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- | VIT | w8a8_mixed_int16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 53.711 ms | 0 - 244 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.dlc) |
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- | VIT | w8a8_mixed_int16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 21.192 ms | 0 - 41 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.dlc) |
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- | VIT | w8a8_mixed_int16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 21.047 ms | 0 - 42 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.dlc) |
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- | VIT | w8a8_mixed_int16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 20.116 ms | 0 - 230 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.dlc) |
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- | VIT | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 16.416 ms | 0 - 251 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.dlc) |
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- | VIT | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 160.386 ms | 542 - 752 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.onnx.zip) |
128
- | VIT | w8a8_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 13.097 ms | 0 - 266 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.dlc) |
129
- | VIT | w8a8_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 118.291 ms | 553 - 733 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.onnx.zip) |
130
- | VIT | w8a8_mixed_int16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 33.635 ms | 1 - 241 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.dlc) |
131
- | VIT | w8a8_mixed_int16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 515.589 ms | 85 - 104 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.onnx.zip) |
132
- | VIT | w8a8_mixed_int16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 9.838 ms | 0 - 197 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.dlc) |
133
- | VIT | w8a8_mixed_int16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 142.396 ms | 539 - 759 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.onnx.zip) |
134
- | VIT | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 20.939 ms | 350 - 350 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.dlc) |
135
- | VIT | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 196.143 ms | 926 - 926 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.onnx.zip) |
136
 
137
 
138
 
 
38
 
39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | VIT | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 37.327 ms | 0 - 304 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
42
+ | VIT | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 40.725 ms | 0 - 302 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
43
+ | VIT | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 13.034 ms | 0 - 317 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
44
+ | VIT | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 19.296 ms | 1 - 303 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
45
+ | VIT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 8.93 ms | 0 - 14 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
46
+ | VIT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 11.473 ms | 0 - 24 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
47
+ | VIT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 13.27 ms | 1 - 28 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx.zip) |
48
+ | VIT | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 11.819 ms | 0 - 304 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
49
+ | VIT | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 14.398 ms | 1 - 302 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
50
+ | VIT | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 37.327 ms | 0 - 304 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
51
+ | VIT | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 40.725 ms | 0 - 302 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
52
+ | VIT | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 8.592 ms | 0 - 19 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
53
+ | VIT | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 11.459 ms | 0 - 21 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
54
+ | VIT | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 14.687 ms | 0 - 306 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
55
+ | VIT | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 17.28 ms | 1 - 306 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
56
+ | VIT | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 8.556 ms | 0 - 27 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
57
+ | VIT | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 11.473 ms | 0 - 22 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
58
+ | VIT | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 11.819 ms | 0 - 304 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
59
+ | VIT | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 14.398 ms | 1 - 302 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
60
+ | VIT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.272 ms | 0 - 310 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
61
+ | VIT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 8.04 ms | 1 - 313 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
62
+ | VIT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 9.08 ms | 0 - 331 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx.zip) |
63
+ | VIT | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 4.443 ms | 0 - 308 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
64
+ | VIT | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 5.671 ms | 1 - 313 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
65
+ | VIT | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 6.364 ms | 1 - 325 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx.zip) |
66
+ | VIT | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 3.795 ms | 0 - 308 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
67
+ | VIT | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 4.348 ms | 1 - 304 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
68
+ | VIT | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 4.856 ms | 1 - 317 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx.zip) |
69
+ | VIT | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 12.189 ms | 1126 - 1126 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT.dlc) |
70
+ | VIT | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.866 ms | 171 - 171 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx.zip) |
71
+ | VIT | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 69.629 ms | 0 - 195 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
72
+ | VIT | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 26.732 ms | 3 - 47 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
73
+ | VIT | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 314.345 ms | 32 - 121 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.onnx.zip) |
74
+ | VIT | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 24.548 ms | 0 - 188 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
75
+ | VIT | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 524.615 ms | 82 - 100 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.onnx.zip) |
76
+ | VIT | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 548.251 ms | 84 - 100 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.onnx.zip) |
77
+ | VIT | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 69.629 ms | 0 - 195 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
78
+ | VIT | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 26.687 ms | 0 - 44 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
79
+ | VIT | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 26.727 ms | 0 - 46 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
80
+ | VIT | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 24.548 ms | 0 - 188 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
81
+ | VIT | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 20.318 ms | 0 - 200 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
82
+ | VIT | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 266.191 ms | 55 - 92 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.onnx.zip) |
83
+ | VIT | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 15.988 ms | 0 - 190 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
84
+ | VIT | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 230.044 ms | 55 - 95 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.onnx.zip) |
85
+ | VIT | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 43.397 ms | 0 - 254 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
86
+ | VIT | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 594.496 ms | 84 - 103 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.onnx.zip) |
87
+ | VIT | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 12.942 ms | 0 - 194 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
88
+ | VIT | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 204.577 ms | 53 - 96 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.onnx.zip) |
89
+ | VIT | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 26.526 ms | 309 - 309 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.dlc) |
90
+ | VIT | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 169.231 ms | 62 - 62 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a16.onnx.zip) |
91
+ | VIT | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 15.527 ms | 0 - 46 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
92
+ | VIT | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 29.908 ms | 0 - 150 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.dlc) |
93
+ | VIT | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.157 ms | 0 - 54 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
94
+ | VIT | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 13.244 ms | 0 - 268 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.dlc) |
95
+ | VIT | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 7.441 ms | 0 - 22 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
96
+ | VIT | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 10.195 ms | 0 - 23 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.dlc) |
97
+ | VIT | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 288.901 ms | 32 - 121 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx.zip) |
98
+ | VIT | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 35.33 ms | 0 - 46 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
99
+ | VIT | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 9.538 ms | 0 - 150 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.dlc) |
100
+ | VIT | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 89.098 ms | 2 - 45 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
101
+ | VIT | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 77.03 ms | 0 - 656 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.dlc) |
102
+ | VIT | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 434.397 ms | 66 - 83 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx.zip) |
103
+ | VIT | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 482.665 ms | 72 - 84 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx.zip) |
104
+ | VIT | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 15.527 ms | 0 - 46 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
105
+ | VIT | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 29.908 ms | 0 - 150 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.dlc) |
106
+ | VIT | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 7.515 ms | 0 - 105 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
107
+ | VIT | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 10.218 ms | 0 - 22 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.dlc) |
108
+ | VIT | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 9.774 ms | 0 - 48 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
109
+ | VIT | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 16.411 ms | 0 - 164 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.dlc) |
110
+ | VIT | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 7.444 ms | 0 - 25 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
111
+ | VIT | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 10.233 ms | 0 - 23 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.dlc) |
112
+ | VIT | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 35.33 ms | 0 - 46 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
113
+ | VIT | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 9.538 ms | 0 - 150 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.dlc) |
114
+ | VIT | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 5.252 ms | 0 - 52 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
115
+ | VIT | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 7.003 ms | 0 - 156 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.dlc) |
116
+ | VIT | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 253.388 ms | 56 - 94 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx.zip) |
117
+ | VIT | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 4.102 ms | 0 - 53 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
118
+ | VIT | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 5.886 ms | 0 - 151 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.dlc) |
119
+ | VIT | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 207.142 ms | 56 - 95 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx.zip) |
120
+ | VIT | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | TFLITE | 22.837 ms | 2 - 31 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
121
+ | VIT | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 18.148 ms | 0 - 183 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.dlc) |
122
+ | VIT | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 484.238 ms | 62 - 79 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx.zip) |
123
+ | VIT | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 3.471 ms | 0 - 54 MB | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.tflite) |
124
+ | VIT | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 3.782 ms | 0 - 257 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.dlc) |
125
+ | VIT | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 10.763 ms | 433 - 433 MB | NPU | [VIT.dlc](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.dlc) |
126
+ | VIT | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 183.277 ms | 60 - 60 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8.onnx.zip) |
127
+ | VIT | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 355.411 ms | 43 - 147 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.onnx.zip) |
128
+ | VIT | w8a8_mixed_int16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 456.562 ms | 86 - 105 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.onnx.zip) |
129
+ | VIT | w8a8_mixed_int16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 460.802 ms | 86 - 104 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.onnx.zip) |
130
+ | VIT | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 294.86 ms | 79 - 122 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.onnx.zip) |
131
+ | VIT | w8a8_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 254.105 ms | 78 - 120 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.onnx.zip) |
132
+ | VIT | w8a8_mixed_int16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 507.425 ms | 80 - 99 MB | CPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.onnx.zip) |
133
+ | VIT | w8a8_mixed_int16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 240.281 ms | 79 - 122 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.onnx.zip) |
134
+ | VIT | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 347.308 ms | 130 - 130 MB | NPU | [VIT.onnx.zip](https://huggingface.co/qualcomm/VIT/blob/main/VIT_w8a8_mixed_int16.onnx.zip) |
 
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