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Whisper-Base-En

Automatic Speech Recognition
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android
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@@ -1,10 +1,10 @@
1
  ---
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  library_name: pytorch
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  license: mit
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- pipeline_tag: automatic-speech-recognition
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  tags:
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  - foundation
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  - android
 
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  ---
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@@ -38,56 +38,64 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | WhisperDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 38.822 ms | 7 - 47 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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- | WhisperDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.185 ms | 20 - 63 MB | FP16 | NPU | [Whisper-Base-En.so](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.so) |
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- | WhisperDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 16.541 ms | 11 - 310 MB | FP16 | NPU | [Whisper-Base-En.onnx](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.onnx) |
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- | WhisperDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 30.643 ms | 5 - 82 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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- | WhisperDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.242 ms | 20 - 75 MB | FP16 | NPU | [Whisper-Base-En.so](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.so) |
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- | WhisperDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 13.534 ms | 51 - 132 MB | FP16 | NPU | [Whisper-Base-En.onnx](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.onnx) |
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- | WhisperDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 27.588 ms | 2 - 76 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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- | WhisperDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 2.959 ms | 20 - 71 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 12.753 ms | 52 - 122 MB | FP16 | NPU | [Whisper-Base-En.onnx](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.onnx) |
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- | WhisperDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 38.094 ms | 5 - 44 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
51
- | WhisperDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.256 ms | 20 - 23 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | SA7255P ADP | SA7255P | TFLITE | 67.286 ms | 3 - 74 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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- | WhisperDecoder | SA7255P ADP | SA7255P | QNN | 26.752 ms | 18 - 26 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 38.012 ms | 0 - 38 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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- | WhisperDecoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.373 ms | 20 - 23 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | SA8295P ADP | SA8295P | TFLITE | 41.007 ms | 6 - 73 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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- | WhisperDecoder | SA8295P ADP | SA8295P | QNN | 5.749 ms | 18 - 32 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 37.892 ms | 6 - 43 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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- | WhisperDecoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.317 ms | 20 - 22 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | SA8775P ADP | SA8775P | TFLITE | 38.351 ms | 6 - 77 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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- | WhisperDecoder | SA8775P ADP | SA8775P | QNN | 5.659 ms | 18 - 27 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 43.867 ms | 2 - 75 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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- | WhisperDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 5.013 ms | 20 - 73 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.752 ms | 20 - 20 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.385 ms | 108 - 108 MB | FP16 | NPU | [Whisper-Base-En.onnx](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.onnx) |
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- | WhisperEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 204.79 ms | 0 - 57 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
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- | WhisperEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 266.11 ms | 2 - 87 MB | FP16 | NPU | [Whisper-Base-En.so](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.so) |
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- | WhisperEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 285.504 ms | 35 - 237 MB | FP16 | NPU | [Whisper-Base-En.onnx](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.onnx) |
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- | WhisperEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 159.087 ms | 39 - 83 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
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- | WhisperEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 188.631 ms | 0 - 287 MB | FP16 | NPU | [Whisper-Base-En.so](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.so) |
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- | WhisperEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 201.586 ms | 67 - 395 MB | FP16 | NPU | [Whisper-Base-En.onnx](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.onnx) |
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- | WhisperEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 158.15 ms | 39 - 67 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
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- | WhisperEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 150.96 ms | 0 - 305 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 156.536 ms | 45 - 376 MB | FP16 | NPU | [Whisper-Base-En.onnx](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.onnx) |
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- | WhisperEncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 282.875 ms | 0 - 70 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
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- | WhisperEncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 213.038 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | SA7255P ADP | SA7255P | TFLITE | 1161.577 ms | 38 - 60 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
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- | WhisperEncoder | SA7255P ADP | SA7255P | QNN | 938.862 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 238.023 ms | 0 - 71 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
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- | WhisperEncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 210.546 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | SA8295P ADP | SA8295P | TFLITE | 205.268 ms | 37 - 68 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
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- | WhisperEncoder | SA8295P ADP | SA8295P | QNN | 217.887 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 204.814 ms | 0 - 66 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
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- | WhisperEncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 213.828 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | SA8775P ADP | SA8775P | TFLITE | 365.778 ms | 38 - 62 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
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- | WhisperEncoder | SA8775P ADP | SA8775P | QNN | 194.908 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 275.462 ms | 38 - 85 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
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- | WhisperEncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 310.936 ms | 0 - 296 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 159.847 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 298.073 ms | 133 - 133 MB | FP16 | NPU | [Whisper-Base-En.onnx](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.onnx) |
 
 
 
 
 
 
 
 
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@@ -151,8 +159,8 @@ Profiling Results
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  WhisperDecoder
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 38.8
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- Estimated peak memory usage (MB): [7, 47]
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  Total # Ops : 983
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  Compute Unit(s) : NPU (983 ops)
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@@ -160,8 +168,8 @@ Compute Unit(s) : NPU (983 ops)
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  WhisperEncoder
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 204.8
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- Estimated peak memory usage (MB): [0, 57]
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  Total # Ops : 419
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  Compute Unit(s) : GPU (408 ops) CPU (11 ops)
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  ```
 
1
  ---
2
  library_name: pytorch
3
  license: mit
 
4
  tags:
5
  - foundation
6
  - android
7
+ pipeline_tag: automatic-speech-recognition
8
 
9
  ---
10
 
 
38
 
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | WhisperDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 38.94 ms | 6 - 45 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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+ | WhisperDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.17 ms | 20 - 22 MB | FP16 | NPU | [Whisper-Base-En.so](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.so) |
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+ | WhisperDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 16.458 ms | 11 - 305 MB | FP16 | NPU | [Whisper-Base-En.onnx](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.onnx) |
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+ | WhisperDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 32.578 ms | 0 - 81 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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+ | WhisperDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.235 ms | 7 - 23 MB | FP16 | NPU | [Whisper-Base-En.so](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.so) |
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+ | WhisperDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 13.532 ms | 52 - 130 MB | FP16 | NPU | [Whisper-Base-En.onnx](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.onnx) |
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+ | WhisperDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 28.068 ms | 6 - 80 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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+ | WhisperDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 2.893 ms | 20 - 71 MB | FP16 | NPU | Use Export Script |
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+ | WhisperDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 12.628 ms | 52 - 120 MB | FP16 | NPU | [Whisper-Base-En.onnx](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.onnx) |
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+ | WhisperDecoder | SA7255P ADP | SA7255P | TFLITE | 68.431 ms | 5 - 76 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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+ | WhisperDecoder | SA7255P ADP | SA7255P | QNN | 26.826 ms | 18 - 25 MB | FP16 | NPU | Use Export Script |
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+ | WhisperDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 38.124 ms | 6 - 44 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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+ | WhisperDecoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.248 ms | 20 - 23 MB | FP16 | NPU | Use Export Script |
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+ | WhisperDecoder | SA8295P ADP | SA8295P | TFLITE | 40.977 ms | 6 - 71 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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+ | WhisperDecoder | SA8295P ADP | SA8295P | QNN | 5.649 ms | 18 - 28 MB | FP16 | NPU | Use Export Script |
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+ | WhisperDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 38.044 ms | 5 - 43 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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+ | WhisperDecoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.219 ms | 20 - 23 MB | FP16 | NPU | Use Export Script |
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+ | WhisperDecoder | SA8775P ADP | SA8775P | TFLITE | 38.341 ms | 5 - 76 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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+ | WhisperDecoder | SA8775P ADP | SA8775P | QNN | 5.654 ms | 20 - 27 MB | FP16 | NPU | Use Export Script |
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+ | WhisperDecoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 68.431 ms | 5 - 76 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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+ | WhisperDecoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 26.826 ms | 18 - 25 MB | FP16 | NPU | Use Export Script |
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+ | WhisperDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 38.315 ms | 5 - 45 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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+ | WhisperDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.203 ms | 20 - 23 MB | FP16 | NPU | Use Export Script |
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+ | WhisperDecoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 38.341 ms | 5 - 76 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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+ | WhisperDecoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 5.654 ms | 20 - 27 MB | FP16 | NPU | Use Export Script |
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+ | WhisperDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 41.862 ms | 6 - 78 MB | FP16 | NPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.tflite) |
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+ | WhisperDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 5.033 ms | 20 - 70 MB | FP16 | NPU | Use Export Script |
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+ | WhisperDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.786 ms | 20 - 20 MB | FP16 | NPU | Use Export Script |
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+ | WhisperDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.096 ms | 108 - 108 MB | FP16 | NPU | [Whisper-Base-En.onnx](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperDecoder.onnx) |
70
+ | WhisperEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 201.775 ms | 0 - 76 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
71
+ | WhisperEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 216.587 ms | 1 - 2 MB | FP16 | NPU | [Whisper-Base-En.so](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.so) |
72
+ | WhisperEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 291.32 ms | 71 - 282 MB | FP16 | NPU | [Whisper-Base-En.onnx](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.onnx) |
73
+ | WhisperEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 160.722 ms | 37 - 81 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
74
+ | WhisperEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 146.343 ms | 1 - 19 MB | FP16 | NPU | [Whisper-Base-En.so](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.so) |
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+ | WhisperEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 204.336 ms | 116 - 448 MB | FP16 | NPU | [Whisper-Base-En.onnx](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.onnx) |
76
+ | WhisperEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 158.856 ms | 39 - 65 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
77
+ | WhisperEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 151.385 ms | 0 - 304 MB | FP16 | NPU | Use Export Script |
78
+ | WhisperEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 176.092 ms | 42 - 374 MB | FP16 | NPU | [Whisper-Base-En.onnx](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.onnx) |
79
+ | WhisperEncoder | SA7255P ADP | SA7255P | TFLITE | 1172.046 ms | 37 - 59 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
80
+ | WhisperEncoder | SA7255P ADP | SA7255P | QNN | 942.672 ms | 1 - 7 MB | FP16 | NPU | Use Export Script |
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+ | WhisperEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 205.474 ms | 0 - 83 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
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+ | WhisperEncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 219.13 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
83
+ | WhisperEncoder | SA8295P ADP | SA8295P | TFLITE | 209.558 ms | 38 - 62 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
84
+ | WhisperEncoder | SA8295P ADP | SA8295P | QNN | 218.817 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
85
+ | WhisperEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 245.615 ms | 0 - 55 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
86
+ | WhisperEncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 219.04 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | WhisperEncoder | SA8775P ADP | SA8775P | TFLITE | 366.215 ms | 38 - 61 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
88
+ | WhisperEncoder | SA8775P ADP | SA8775P | QNN | 195.469 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
89
+ | WhisperEncoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 1172.046 ms | 37 - 59 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
90
+ | WhisperEncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 942.672 ms | 1 - 7 MB | FP16 | NPU | Use Export Script |
91
+ | WhisperEncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 208.371 ms | 0 - 70 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
92
+ | WhisperEncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 214.059 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
93
+ | WhisperEncoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 366.215 ms | 38 - 61 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
94
+ | WhisperEncoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 195.469 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
95
+ | WhisperEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 279.395 ms | 38 - 87 MB | FP16 | GPU | [Whisper-Base-En.tflite](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.tflite) |
96
+ | WhisperEncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 334.458 ms | 0 - 296 MB | FP16 | NPU | Use Export Script |
97
+ | WhisperEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 160.586 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
98
+ | WhisperEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 296.449 ms | 133 - 133 MB | FP16 | NPU | [Whisper-Base-En.onnx](https://huggingface.co/qualcomm/Whisper-Base-En/blob/main/WhisperEncoder.onnx) |
99
 
100
 
101
 
 
159
  WhisperDecoder
160
  Device : Samsung Galaxy S23 (13)
161
  Runtime : TFLITE
162
+ Estimated inference time (ms) : 38.9
163
+ Estimated peak memory usage (MB): [6, 45]
164
  Total # Ops : 983
165
  Compute Unit(s) : NPU (983 ops)
166
 
 
168
  WhisperEncoder
169
  Device : Samsung Galaxy S23 (13)
170
  Runtime : TFLITE
171
+ Estimated inference time (ms) : 201.8
172
+ Estimated peak memory usage (MB): [0, 76]
173
  Total # Ops : 419
174
  Compute Unit(s) : GPU (408 ops) CPU (11 ops)
175
  ```