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README.md
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| Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite |
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| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite |
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## Installation
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python -m qai_hub_models.models.whisper_small_en.export
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```
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```
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Profile Job summary of WhisperEncoder
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Device: QCS8550 (Proxy) (12)
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Estimated Inference Time: 602.37 ms
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Estimated Peak Memory Range: 69.53-498.63 MB
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Compute Units: GPU (585) | Total (585)
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Profile Job summary of WhisperDecoder
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Device: QCS8550 (Proxy) (12)
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Estimated Inference Time: 45.96 ms
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Estimated Peak Memory Range: 16.05-18.65 MB
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Compute Units: NPU (879),CPU (2) | Total (881)
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```
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## How does this work?
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This [export script](https://github.com/quic/ai-hub-models/blob/main/qai_hub_models/models/Whisper-Small-En/export.py)
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| Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 615.6 ms | 0 - 428 MB | FP16 | GPU | [WhisperEncoder.tflite](https://huggingface.co/qualcomm/Whisper-Small-En/blob/main/WhisperEncoder.tflite)
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| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 26.229 ms | 15 - 19 MB | FP16 | NPU | [WhisperDecoder.tflite](https://huggingface.co/qualcomm/Whisper-Small-En/blob/main/WhisperDecoder.tflite)
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## Installation
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python -m qai_hub_models.models.whisper_small_en.export
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```
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## How does this work?
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This [export script](https://github.com/quic/ai-hub-models/blob/main/qai_hub_models/models/Whisper-Small-En/export.py)
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