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Whisper-Small-Quantized

Automatic Speech Recognition
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v0.40.1

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See https://github.com/quic/ai-hub-models/releases/v0.40.1 for changelog.

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  1. README.md +12 -44
  2. precompiled/qualcomm-qcs6490-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin +0 -3
  3. precompiled/qualcomm-qcs6490-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.onnx.zip +2 -2
  4. precompiled/qualcomm-qcs6490-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin +0 -3
  5. precompiled/qualcomm-qcs6490-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.onnx.zip +2 -2
  6. precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +1 -1
  7. precompiled/qualcomm-qcs8275-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin +0 -3
  8. precompiled/qualcomm-qcs8275-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin +0 -3
  9. precompiled/qualcomm-qcs8275-proxy/tool-versions.yaml +0 -3
  10. precompiled/qualcomm-qcs8450-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin +0 -3
  11. precompiled/qualcomm-qcs8450-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin +0 -3
  12. precompiled/qualcomm-qcs8450-proxy/tool-versions.yaml +0 -3
  13. precompiled/qualcomm-qcs8550-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin +0 -3
  14. precompiled/qualcomm-qcs8550-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.onnx.zip +1 -1
  15. precompiled/qualcomm-qcs8550-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin +0 -3
  16. precompiled/qualcomm-qcs8550-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.onnx.zip +1 -1
  17. precompiled/qualcomm-qcs8550-proxy/tool-versions.yaml +1 -1
  18. precompiled/qualcomm-qcs9075-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin +0 -3
  19. precompiled/qualcomm-qcs9075-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin +0 -3
  20. precompiled/qualcomm-qcs9075-proxy/tool-versions.yaml +0 -3
  21. precompiled/qualcomm-sa7255p/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin +0 -3
  22. precompiled/qualcomm-sa7255p/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin +0 -3
  23. precompiled/qualcomm-sa7255p/tool-versions.yaml +0 -3
  24. precompiled/qualcomm-sa8255p-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin +0 -3
  25. precompiled/qualcomm-sa8255p-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin +0 -3
  26. precompiled/qualcomm-sa8255p-proxy/tool-versions.yaml +0 -3
  27. precompiled/qualcomm-sa8295p/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin +0 -3
  28. precompiled/qualcomm-sa8295p/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin +0 -3
  29. precompiled/qualcomm-sa8295p/tool-versions.yaml +0 -3
  30. precompiled/qualcomm-sa8650p-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin +0 -3
  31. precompiled/qualcomm-sa8650p-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin +0 -3
  32. precompiled/qualcomm-sa8650p-proxy/tool-versions.yaml +0 -3
  33. precompiled/qualcomm-sa8775p/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin +0 -3
  34. precompiled/qualcomm-sa8775p/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin +0 -3
  35. precompiled/qualcomm-sa8775p/tool-versions.yaml +0 -3
  36. precompiled/qualcomm-snapdragon-7gen5/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin +0 -3
  37. precompiled/qualcomm-snapdragon-7gen5/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.onnx.zip +0 -3
  38. precompiled/qualcomm-snapdragon-7gen5/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin +0 -3
  39. precompiled/qualcomm-snapdragon-7gen5/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.onnx.zip +0 -3
  40. precompiled/qualcomm-snapdragon-7gen5/tool-versions.yaml +0 -4
  41. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin +0 -3
  42. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.onnx.zip +2 -2
  43. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin +0 -3
  44. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.onnx.zip +2 -2
  45. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/tool-versions.yaml +1 -1
  46. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin +0 -3
  47. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.onnx.zip +2 -2
  48. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin +0 -3
  49. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.onnx.zip +2 -2
  50. precompiled/qualcomm-snapdragon-8-elite-gen5/tool-versions.yaml +1 -1
README.md CHANGED
@@ -35,50 +35,18 @@ More details on model performance across various devices, can be found
35
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
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- | WhisperSmallEncoderQuantizable | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 128.052 ms | 1 - 10 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 112.608 ms | 1 - 21 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 62.325 ms | 1 - 3 MB | NPU | Use Export Script |
41
- | WhisperSmallEncoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 62.524 ms | 0 - 115 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 58.95 ms | 1 - 10 MB | NPU | Use Export Script |
43
- | WhisperSmallEncoderQuantizable | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_CONTEXT_BINARY | 613.165 ms | 1 - 13 MB | NPU | Use Export Script |
44
- | WhisperSmallEncoderQuantizable | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | PRECOMPILED_QNN_ONNX | 612.722 ms | 29 - 40 MB | NPU | Use Export Script |
45
- | WhisperSmallEncoderQuantizable | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 128.052 ms | 1 - 10 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 61.478 ms | 0 - 3 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 80.04 ms | 1 - 17 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 62.303 ms | 1 - 3 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 58.95 ms | 1 - 10 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 43.635 ms | 1 - 19 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 44.395 ms | 56 - 75 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 35.072 ms | 1 - 14 MB | NPU | Use Export Script |
53
- | WhisperSmallEncoderQuantizable | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 36.148 ms | 54 - 67 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_CONTEXT_BINARY | 191.005 ms | 1 - 15 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | PRECOMPILED_QNN_ONNX | 184.911 ms | 54 - 63 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 28.292 ms | 0 - 12 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 28.678 ms | 61 - 72 MB | NPU | Use Export Script |
58
- | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 61.61 ms | 0 - 0 MB | NPU | Use Export Script |
59
- | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 61.896 ms | 108 - 108 MB | NPU | Use Export Script |
60
- | WhisperSmallDecoderQuantizable | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 13.422 ms | 27 - 36 MB | NPU | Use Export Script |
61
- | WhisperSmallDecoderQuantizable | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 11.469 ms | 29 - 46 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 8.49 ms | 30 - 33 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 8.83 ms | 30 - 32 MB | NPU | Use Export Script |
64
- | WhisperSmallDecoderQuantizable | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 9.441 ms | 24 - 34 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_CONTEXT_BINARY | 32.888 ms | 27 - 38 MB | NPU | Use Export Script |
66
- | WhisperSmallDecoderQuantizable | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | PRECOMPILED_QNN_ONNX | 34.862 ms | 37 - 49 MB | NPU | Use Export Script |
67
- | WhisperSmallDecoderQuantizable | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 13.422 ms | 27 - 36 MB | NPU | Use Export Script |
68
- | WhisperSmallDecoderQuantizable | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 8.26 ms | 35 - 37 MB | NPU | Use Export Script |
69
- | WhisperSmallDecoderQuantizable | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 10.538 ms | 30 - 46 MB | NPU | Use Export Script |
70
- | WhisperSmallDecoderQuantizable | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 8.403 ms | 26 - 28 MB | NPU | Use Export Script |
71
- | WhisperSmallDecoderQuantizable | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 9.441 ms | 24 - 34 MB | NPU | Use Export Script |
72
- | WhisperSmallDecoderQuantizable | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 6.394 ms | 30 - 48 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 6.854 ms | 38 - 57 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 4.825 ms | 28 - 42 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 5.182 ms | 26 - 42 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_CONTEXT_BINARY | 11.331 ms | 30 - 45 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | PRECOMPILED_QNN_ONNX | 11.918 ms | 38 - 50 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 4.047 ms | 28 - 40 MB | NPU | Use Export Script |
79
- | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 4.395 ms | 37 - 48 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 7.733 ms | 30 - 30 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 7.756 ms | 186 - 186 MB | NPU | Use Export Script |
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | WhisperSmallEncoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 62.444 ms | 0 - 113 MB | NPU | Use Export Script |
39
+ | WhisperSmallEncoderQuantizable | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | PRECOMPILED_QNN_ONNX | 612.628 ms | 52 - 63 MB | NPU | Use Export Script |
40
+ | WhisperSmallEncoderQuantizable | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 45.312 ms | 56 - 75 MB | NPU | Use Export Script |
41
+ | WhisperSmallEncoderQuantizable | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 35.236 ms | 63 - 78 MB | NPU | Use Export Script |
42
+ | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 30.325 ms | 61 - 72 MB | NPU | Use Export Script |
43
+ | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 61.693 ms | 107 - 107 MB | NPU | Use Export Script |
44
+ | WhisperSmallDecoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 8.647 ms | 0 - 192 MB | NPU | Use Export Script |
45
+ | WhisperSmallDecoderQuantizable | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | PRECOMPILED_QNN_ONNX | 33.594 ms | 37 - 49 MB | NPU | Use Export Script |
46
+ | WhisperSmallDecoderQuantizable | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 6.715 ms | 38 - 56 MB | NPU | Use Export Script |
47
+ | WhisperSmallDecoderQuantizable | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 5.136 ms | 27 - 42 MB | NPU | Use Export Script |
48
+ | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 4.357 ms | 38 - 48 MB | NPU | Use Export Script |
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+ | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 7.792 ms | 185 - 185 MB | NPU | Use Export Script |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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