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@@ -38,70 +38,69 @@ 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 | 38.913 ms | 2 - 40 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 | 4.2 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 | 16.043 ms | 17 - 204 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 | 32.737 ms | 5 - 85 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 | 3.241 ms | 21 - 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 | 13.836 ms | 48 - 123 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 | 28.728 ms | 4 - 77 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 | 2.575 ms | 9 - 61 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 12.41 ms | 52 - 123 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 | 38.898 ms | 5 - 41 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 | 4.204 ms | 20 - 23 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | SA7255P ADP | SA7255P | TFLITE | 69.303 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 | SA7255P ADP | SA7255P | QNN | 26.928 ms | 18 - 27 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 39.507 ms | 4 - 40 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 | 4.275 ms | 19 - 21 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | SA8295P ADP | SA8295P | TFLITE | 41.075 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 | 5.685 ms | 18 - 32 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 39.484 ms | 5 - 41 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 | 4.293 ms | 20 - 22 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | SA8775P ADP | SA8775P | TFLITE | 39.427 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 | 5.544 ms | 18 - 27 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 42.323 ms | 0 - 76 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 | 5.017 ms | 20 - 75 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.852 ms | 20 - 20 MB | FP16 | NPU | Use Export Script |
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- | WhisperDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.43 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 | 337.754 ms | 0 - 82 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 | 273.538 ms | 0 - 84 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 | 281.449 ms | 71 - 273 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 | 159.488 ms | 37 - 81 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 | 185.633 ms | 13 - 300 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 | 205.979 ms | 66 - 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 | 150.003 ms | 39 - 64 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 | 152.344 ms | 0 - 304 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 164.022 ms | 71 - 403 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 | 237.381 ms | 0 - 61 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 | 220.272 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | SA7255P ADP | SA7255P | TFLITE | 1155.427 ms | 37 - 59 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 | 937.355 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 236.135 ms | 0 - 64 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 | 209.326 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | SA8295P ADP | SA8295P | TFLITE | 204.514 ms | 38 - 69 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 | 219.035 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 203.287 ms | 0 - 56 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 | 208.865 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | SA8775P ADP | SA8775P | TFLITE | 365.818 ms | 38 - 63 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 | 194.677 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 268.324 ms | 38 - 88 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 | 322.888 ms | 1 - 298 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 160.084 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | WhisperEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 297.755 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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  ## Installation
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- This model can be installed as a Python package via pip.
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  ```bash
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- pip install "qai-hub-models[whisper_base_en]"
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  ```
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-
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  ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
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  Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
@@ -152,8 +151,8 @@ 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) : 38.9
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- Estimated peak memory usage (MB): [2, 40]
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  Total # Ops : 983
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  Compute Unit(s) : NPU (983 ops)
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@@ -161,8 +160,8 @@ 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) : 337.8
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- Estimated peak memory usage (MB): [0, 82]
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  Total # Ops : 419
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  Compute Unit(s) : GPU (408 ops) CPU (11 ops)
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  ```
@@ -295,7 +294,8 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## License
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- * The license for the original implementation of Whisper-Base-En can be found [here](https://github.com/openai/whisper/blob/main/LICENSE).
 
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  * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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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) |
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+ | 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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  ## Installation
96
 
 
97
 
98
+ Install the package via pip:
99
  ```bash
100
+ pip install "qai-hub-models[whisper-base-en]"
101
  ```
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104
  ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
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106
  Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
 
151
  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
  WhisperEncoder
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
163
+ Estimated inference time (ms) : 204.8
164
+ Estimated peak memory usage (MB): [0, 57]
165
  Total # Ops : 419
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  Compute Unit(s) : GPU (408 ops) CPU (11 ops)
167
  ```
 
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  ## License
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+ * The license for the original implementation of Whisper-Base-En can be found
298
+ [here](https://github.com/openai/whisper/blob/main/LICENSE).
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  * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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