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Whisper-Small-Quantized

Automatic Speech Recognition
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v0.43.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.43.0 for changelog.

Files changed (16) hide show
  1. README.md +38 -38
  2. precompiled/{qualcomm-qcs6490-proxy → qualcomm-qcs6490}/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.onnx.zip +2 -2
  3. precompiled/{qualcomm-qcs6490-proxy → qualcomm-qcs6490}/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.onnx.zip +2 -2
  4. precompiled/{qualcomm-qcs6490-proxy → qualcomm-qcs6490}/tool-versions.yaml +0 -0
  5. precompiled/qualcomm-qcs8550-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.onnx.zip +1 -1
  6. precompiled/qualcomm-qcs8550-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.onnx.zip +1 -1
  7. precompiled/qualcomm-snapdragon-7gen4/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.onnx.zip +2 -2
  8. precompiled/qualcomm-snapdragon-7gen4/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.onnx.zip +2 -2
  9. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.onnx.zip +2 -2
  10. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.onnx.zip +2 -2
  11. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.onnx.zip +2 -2
  12. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.onnx.zip +1 -1
  13. precompiled/qualcomm-snapdragon-8gen3/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.onnx.zip +2 -2
  14. precompiled/qualcomm-snapdragon-8gen3/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.onnx.zip +2 -2
  15. precompiled/qualcomm-snapdragon-x-elite/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.onnx.zip +2 -2
  16. precompiled/qualcomm-snapdragon-x-elite/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.onnx.zip +2 -2
README.md CHANGED
@@ -35,44 +35,44 @@ 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
37
  |---|---|---|---|---|---|---|---|---|
38
- | WhisperSmallEncoderQuantizable | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 450.472 ms | 1 - 10 MB | NPU | Use Export Script |
39
- | WhisperSmallEncoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 321.308 ms | 1 - 3 MB | NPU | Use Export Script |
40
- | WhisperSmallEncoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 63.07 ms | 63 - 65 MB | NPU | Use Export Script |
41
- | WhisperSmallEncoderQuantizable | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 925.191 ms | 1 - 10 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | PRECOMPILED_QNN_ONNX | 604.083 ms | 23 - 32 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 450.472 ms | 1 - 10 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 323.282 ms | 1 - 3 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 324.535 ms | 1 - 4 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 925.191 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 | 247.351 ms | 0 - 19 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 45.579 ms | 63 - 82 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 204.196 ms | 1 - 17 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 35.311 ms | 63 - 78 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_CONTEXT_BINARY | 529.171 ms | 0 - 15 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | PRECOMPILED_QNN_ONNX | 186.282 ms | 53 - 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 | 191.947 ms | 1 - 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 | 28.294 ms | 62 - 73 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 244.642 ms | 0 - 0 MB | NPU | Use Export Script |
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- | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 61.723 ms | 108 - 108 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 13.534 ms | 26 - 36 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 8.366 ms | 30 - 33 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 8.784 ms | 28 - 31 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 9.462 ms | 26 - 36 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | PRECOMPILED_QNN_ONNX | 33.78 ms | 32 - 42 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 13.534 ms | 26 - 36 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 8.387 ms | 24 - 26 MB | NPU | Use Export Script |
64
- | WhisperSmallDecoderQuantizable | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 8.439 ms | 30 - 33 MB | NPU | Use Export Script |
65
- | WhisperSmallDecoderQuantizable | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 9.462 ms | 26 - 36 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 6.423 ms | 26 - 45 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 6.71 ms | 33 - 52 MB | NPU | Use Export Script |
68
- | WhisperSmallDecoderQuantizable | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 4.805 ms | 17 - 31 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 5.158 ms | 25 - 36 MB | NPU | Use Export Script |
70
- | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_CONTEXT_BINARY | 11.23 ms | 25 - 40 MB | NPU | Use Export Script |
71
- | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | PRECOMPILED_QNN_ONNX | 12.017 ms | 38 - 57 MB | NPU | Use Export Script |
72
- | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 4.0 ms | 30 - 42 MB | NPU | Use Export Script |
73
- | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 4.347 ms | 36 - 46 MB | NPU | Use Export Script |
74
- | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 7.89 ms | 30 - 30 MB | NPU | Use Export Script |
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- | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 7.821 ms | 186 - 186 MB | NPU | Use Export Script |
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35
 
36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | WhisperSmallEncoderQuantizable | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | PRECOMPILED_QNN_ONNX | 537.889 ms | 30 - 33 MB | NPU | Use Export Script |
39
+ | WhisperSmallEncoderQuantizable | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 458.786 ms | 1 - 10 MB | NPU | Use Export Script |
40
+ | WhisperSmallEncoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 353.084 ms | 1 - 3 MB | NPU | Use Export Script |
41
+ | WhisperSmallEncoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 62.712 ms | 0 - 113 MB | NPU | Use Export Script |
42
+ | WhisperSmallEncoderQuantizable | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 267.301 ms | 1 - 10 MB | NPU | Use Export Script |
43
+ | WhisperSmallEncoderQuantizable | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 458.786 ms | 1 - 10 MB | NPU | Use Export Script |
44
+ | WhisperSmallEncoderQuantizable | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 335.324 ms | 1 - 3 MB | NPU | Use Export Script |
45
+ | WhisperSmallEncoderQuantizable | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 330.105 ms | 1 - 2 MB | NPU | Use Export Script |
46
+ | WhisperSmallEncoderQuantizable | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 267.301 ms | 1 - 10 MB | NPU | Use Export Script |
47
+ | WhisperSmallEncoderQuantizable | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 250.011 ms | 1 - 19 MB | NPU | Use Export Script |
48
+ | WhisperSmallEncoderQuantizable | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 44.505 ms | 64 - 82 MB | NPU | Use Export Script |
49
+ | WhisperSmallEncoderQuantizable | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 202.875 ms | 1 - 14 MB | NPU | Use Export Script |
50
+ | WhisperSmallEncoderQuantizable | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 35.201 ms | 63 - 78 MB | NPU | Use Export Script |
51
+ | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_CONTEXT_BINARY | 526.452 ms | 3 - 17 MB | NPU | Use Export Script |
52
+ | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | PRECOMPILED_QNN_ONNX | 183.764 ms | 63 - 77 MB | NPU | Use Export Script |
53
+ | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 179.19 ms | 1 - 11 MB | NPU | Use Export Script |
54
+ | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 29.961 ms | 62 - 73 MB | NPU | Use Export Script |
55
+ | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 243.159 ms | 0 - 0 MB | NPU | Use Export Script |
56
+ | WhisperSmallEncoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 61.68 ms | 107 - 107 MB | NPU | Use Export Script |
57
+ | WhisperSmallDecoderQuantizable | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | PRECOMPILED_QNN_ONNX | 32.659 ms | 27 - 59 MB | NPU | Use Export Script |
58
+ | WhisperSmallDecoderQuantizable | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 13.485 ms | 29 - 39 MB | NPU | Use Export Script |
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+ | WhisperSmallDecoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 8.416 ms | 27 - 29 MB | NPU | Use Export Script |
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+ | WhisperSmallDecoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 8.737 ms | 0 - 193 MB | NPU | Use Export Script |
61
+ | WhisperSmallDecoderQuantizable | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 9.562 ms | 27 - 37 MB | NPU | Use Export Script |
62
+ | WhisperSmallDecoderQuantizable | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 13.485 ms | 29 - 39 MB | NPU | Use Export Script |
63
+ | WhisperSmallDecoderQuantizable | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 8.495 ms | 27 - 29 MB | NPU | Use Export Script |
64
+ | WhisperSmallDecoderQuantizable | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 8.279 ms | 34 - 37 MB | NPU | Use Export Script |
65
+ | WhisperSmallDecoderQuantizable | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 9.562 ms | 27 - 37 MB | NPU | Use Export Script |
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+ | WhisperSmallDecoderQuantizable | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 6.409 ms | 30 - 49 MB | NPU | Use Export Script |
67
+ | WhisperSmallDecoderQuantizable | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 6.785 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 | 4.763 ms | 21 - 38 MB | NPU | Use Export Script |
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+ | WhisperSmallDecoderQuantizable | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 5.095 ms | 26 - 39 MB | NPU | Use Export Script |
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+ | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_CONTEXT_BINARY | 11.037 ms | 30 - 45 MB | NPU | Use Export Script |
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+ | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | PRECOMPILED_QNN_ONNX | 11.94 ms | 30 - 43 MB | NPU | Use Export Script |
72
+ | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 4.012 ms | 30 - 42 MB | NPU | Use Export Script |
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+ | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 4.368 ms | 37 - 48 MB | NPU | Use Export Script |
74
+ | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 7.725 ms | 30 - 30 MB | NPU | Use Export Script |
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+ | WhisperSmallDecoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 7.841 ms | 186 - 186 MB | NPU | Use Export Script |
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