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Whisper-Tiny

Automatic Speech Recognition
PyTorch
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android
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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 (50) hide show
  1. README.md +36 -36
  2. precompiled/qualcomm-qcs8275-proxy/Whisper-Tiny_HfWhisperDecoder_float.bin +2 -2
  3. precompiled/qualcomm-qcs8275-proxy/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  4. precompiled/qualcomm-qcs8275-proxy/tool-versions.yaml +1 -1
  5. precompiled/qualcomm-qcs8450-proxy/Whisper-Tiny_HfWhisperDecoder_float.bin +2 -2
  6. precompiled/qualcomm-qcs8450-proxy/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  7. precompiled/qualcomm-qcs8450-proxy/tool-versions.yaml +1 -1
  8. precompiled/qualcomm-qcs8550-proxy/Whisper-Tiny_HfWhisperDecoder_float.bin +2 -2
  9. precompiled/qualcomm-qcs8550-proxy/Whisper-Tiny_HfWhisperDecoder_float.onnx.zip +2 -2
  10. precompiled/qualcomm-qcs8550-proxy/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  11. precompiled/qualcomm-qcs8550-proxy/Whisper-Tiny_HfWhisperEncoder_float.onnx.zip +2 -2
  12. precompiled/qualcomm-qcs8550-proxy/tool-versions.yaml +1 -1
  13. precompiled/qualcomm-qcs9075-proxy/Whisper-Tiny_HfWhisperDecoder_float.bin +2 -2
  14. precompiled/qualcomm-qcs9075-proxy/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  15. precompiled/qualcomm-qcs9075-proxy/tool-versions.yaml +1 -1
  16. precompiled/qualcomm-sa7255p/Whisper-Tiny_HfWhisperDecoder_float.bin +2 -2
  17. precompiled/qualcomm-sa7255p/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  18. precompiled/qualcomm-sa7255p/tool-versions.yaml +1 -1
  19. precompiled/qualcomm-sa8255p-proxy/Whisper-Tiny_HfWhisperDecoder_float.bin +2 -2
  20. precompiled/qualcomm-sa8255p-proxy/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  21. precompiled/qualcomm-sa8255p-proxy/tool-versions.yaml +1 -1
  22. precompiled/qualcomm-sa8295p/Whisper-Tiny_HfWhisperDecoder_float.bin +2 -2
  23. precompiled/qualcomm-sa8295p/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  24. precompiled/qualcomm-sa8295p/tool-versions.yaml +1 -1
  25. precompiled/qualcomm-sa8650p-proxy/Whisper-Tiny_HfWhisperDecoder_float.bin +2 -2
  26. precompiled/qualcomm-sa8650p-proxy/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  27. precompiled/qualcomm-sa8650p-proxy/tool-versions.yaml +1 -1
  28. precompiled/qualcomm-sa8775p/Whisper-Tiny_HfWhisperDecoder_float.bin +2 -2
  29. precompiled/qualcomm-sa8775p/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  30. precompiled/qualcomm-sa8775p/tool-versions.yaml +1 -1
  31. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Tiny_HfWhisperDecoder_float.bin +2 -2
  32. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Tiny_HfWhisperDecoder_float.onnx.zip +2 -2
  33. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  34. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Tiny_HfWhisperEncoder_float.onnx.zip +2 -2
  35. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/tool-versions.yaml +1 -1
  36. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Tiny_HfWhisperDecoder_float.bin +2 -2
  37. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Tiny_HfWhisperDecoder_float.onnx.zip +2 -2
  38. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  39. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Tiny_HfWhisperEncoder_float.onnx.zip +2 -2
  40. precompiled/qualcomm-snapdragon-8-elite-gen5/tool-versions.yaml +1 -1
  41. precompiled/qualcomm-snapdragon-8gen3/Whisper-Tiny_HfWhisperDecoder_float.bin +2 -2
  42. precompiled/qualcomm-snapdragon-8gen3/Whisper-Tiny_HfWhisperDecoder_float.onnx.zip +2 -2
  43. precompiled/qualcomm-snapdragon-8gen3/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  44. precompiled/qualcomm-snapdragon-8gen3/Whisper-Tiny_HfWhisperEncoder_float.onnx.zip +2 -2
  45. precompiled/qualcomm-snapdragon-8gen3/tool-versions.yaml +1 -1
  46. precompiled/qualcomm-snapdragon-x-elite/Whisper-Tiny_HfWhisperDecoder_float.bin +2 -2
  47. precompiled/qualcomm-snapdragon-x-elite/Whisper-Tiny_HfWhisperDecoder_float.onnx.zip +2 -2
  48. precompiled/qualcomm-snapdragon-x-elite/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  49. precompiled/qualcomm-snapdragon-x-elite/Whisper-Tiny_HfWhisperEncoder_float.onnx.zip +2 -2
  50. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +1 -1
README.md CHANGED
@@ -39,42 +39,42 @@ 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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- | HfWhisperEncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 61.47 ms | 0 - 9 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 53.86 ms | 1 - 17 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 20.196 ms | 0 - 3 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 20.516 ms | 5 - 39 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 23.459 ms | 0 - 11 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 61.47 ms | 0 - 9 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 20.103 ms | 1 - 3 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 50.693 ms | 1 - 17 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 20.256 ms | 1 - 3 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 23.459 ms | 0 - 11 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 15.304 ms | 0 - 19 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 15.82 ms | 20 - 39 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 11.022 ms | 0 - 14 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 11.376 ms | 21 - 36 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 9.373 ms | 0 - 12 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 9.692 ms | 21 - 28 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 19.811 ms | 0 - 0 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 19.669 ms | 33 - 33 MB | NPU | Use Export Script |
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- | HfWhisperDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 3.626 ms | 10 - 20 MB | NPU | Use Export Script |
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- | HfWhisperDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 2.63 ms | 10 - 31 MB | NPU | Use Export Script |
62
- | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 2.148 ms | 9 - 11 MB | NPU | Use Export Script |
63
- | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 2.42 ms | 0 - 87 MB | NPU | Use Export Script |
64
- | HfWhisperDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 2.636 ms | 3 - 13 MB | NPU | Use Export Script |
65
- | HfWhisperDecoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 3.626 ms | 10 - 20 MB | NPU | Use Export Script |
66
- | HfWhisperDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 2.229 ms | 10 - 13 MB | NPU | Use Export Script |
67
- | HfWhisperDecoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 3.014 ms | 10 - 27 MB | NPU | Use Export Script |
68
- | HfWhisperDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 2.145 ms | 2 - 10 MB | NPU | Use Export Script |
69
- | HfWhisperDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 2.636 ms | 3 - 13 MB | NPU | Use Export Script |
70
- | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 1.66 ms | 10 - 31 MB | NPU | Use Export Script |
71
- | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 1.838 ms | 13 - 32 MB | NPU | Use Export Script |
72
- | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 1.349 ms | 0 - 14 MB | NPU | Use Export Script |
73
- | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 1.496 ms | 0 - 16 MB | NPU | Use Export Script |
74
- | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon�� 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 1.353 ms | 10 - 18 MB | NPU | Use Export Script |
75
- | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 1.462 ms | 1 - 11 MB | NPU | Use Export Script |
76
- | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 1.973 ms | 10 - 10 MB | NPU | Use Export Script |
77
- | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 1.975 ms | 84 - 84 MB | NPU | Use Export Script |
78
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
41
  |---|---|---|---|---|---|---|---|---|
42
+ | HfWhisperEncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 61.409 ms | 1 - 11 MB | NPU | Use Export Script |
43
+ | HfWhisperEncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 41.416 ms | 1 - 22 MB | NPU | Use Export Script |
44
+ | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 20.374 ms | 1 - 3 MB | NPU | Use Export Script |
45
+ | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 22.217 ms | 24 - 58 MB | NPU | Use Export Script |
46
+ | HfWhisperEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 23.897 ms | 1 - 11 MB | NPU | Use Export Script |
47
+ | HfWhisperEncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 61.409 ms | 1 - 11 MB | NPU | Use Export Script |
48
+ | HfWhisperEncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 20.413 ms | 1 - 4 MB | NPU | Use Export Script |
49
+ | HfWhisperEncoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 46.419 ms | 1 - 18 MB | NPU | Use Export Script |
50
+ | HfWhisperEncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 20.387 ms | 1 - 4 MB | NPU | Use Export Script |
51
+ | HfWhisperEncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 23.897 ms | 1 - 11 MB | NPU | Use Export Script |
52
+ | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 15.153 ms | 1 - 19 MB | NPU | Use Export Script |
53
+ | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 16.395 ms | 43 - 61 MB | NPU | Use Export Script |
54
+ | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 10.162 ms | 1 - 14 MB | NPU | Use Export Script |
55
+ | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 12.185 ms | 42 - 52 MB | NPU | Use Export Script |
56
+ | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 8.425 ms | 1 - 12 MB | NPU | Use Export Script |
57
+ | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 10.549 ms | 39 - 49 MB | NPU | Use Export Script |
58
+ | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 20.551 ms | 1 - 1 MB | NPU | Use Export Script |
59
+ | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 20.69 ms | 67 - 67 MB | NPU | Use Export Script |
60
+ | HfWhisperDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 5.152 ms | 5 - 14 MB | NPU | Use Export Script |
61
+ | HfWhisperDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 3.792 ms | 20 - 41 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 3.046 ms | 20 - 23 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 3.411 ms | 0 - 76 MB | NPU | Use Export Script |
64
+ | HfWhisperDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 8.344 ms | 12 - 22 MB | NPU | Use Export Script |
65
+ | HfWhisperDecoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 5.152 ms | 5 - 14 MB | NPU | Use Export Script |
66
+ | HfWhisperDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 3.088 ms | 20 - 23 MB | NPU | Use Export Script |
67
+ | HfWhisperDecoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 4.122 ms | 8 - 24 MB | NPU | Use Export Script |
68
+ | HfWhisperDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 3.064 ms | 20 - 22 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 8.344 ms | 12 - 22 MB | NPU | Use Export Script |
70
+ | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 2.562 ms | 20 - 40 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 2.679 ms | 27 - 46 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 2.004 ms | 0 - 14 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 2.207 ms | 9 - 20 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 1.877 ms | 3 - 14 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 2.032 ms | 2 - 12 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 2.695 ms | 20 - 20 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 2.732 ms | 74 - 74 MB | NPU | Use Export Script |
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