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Whisper-Small

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v0.50.2

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See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +49 -56
  2. release_assets.json +1 -1
README.md CHANGED
@@ -28,24 +28,17 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip)
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- | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-qnn_context_binary-float-qualcomm_sa8775p.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-qnn_context_binary-float-qualcomm_sa7255p.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-qnn_context_binary-float-qualcomm_sa8295p.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-qnn_context_binary-float-qualcomm_qcs9075.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.1/whisper_small-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip)
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  For more device-specific assets and performance metrics, visit **[Whisper-Small on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/whisper_small)**.
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@@ -77,44 +70,44 @@ See our repository for [Whisper-Small on GitHub](https://github.com/qualcomm/ai-
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  ## Performance Summary
78
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
79
  |---|---|---|---|---|---|---
80
- | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.223 ms | 71 - 81 MB | NPU
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- | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 6.059 ms | 286 - 286 MB | NPU
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- | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 10.763 ms | 285 - 285 MB | NPU
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- | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.89 ms | 73 - 85 MB | NPU
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- | decoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 12.424 ms | 61 - 63 MB | NPU
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- | decoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 13.41 ms | 60 - 122 MB | NPU
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- | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.313 ms | 16 - 27 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.286 ms | 60 - 70 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 6.573 ms | 60 - 60 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 10.029 ms | 60 - 60 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 9.935 ms | 37 - 45 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 19.621 ms | 50 - 58 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 12.084 ms | 38 - 40 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 13.582 ms | 58 - 68 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 13.447 ms | 60 - 128 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 17.572 ms | 60 - 70 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 19.621 ms | 50 - 58 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 14.951 ms | 54 - 59 MB | NPU
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- | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.35 ms | 0 - 10 MB | NPU
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- | encoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 45.44 ms | 89 - 99 MB | NPU
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- | encoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 47.338 ms | 202 - 202 MB | NPU
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- | encoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 115.448 ms | 201 - 201 MB | NPU
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- | encoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 82.504 ms | 128 - 135 MB | NPU
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- | encoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 114.015 ms | 1 - 226 MB | NPU
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- | encoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 137.592 ms | 126 - 129 MB | NPU
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- | encoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 59.273 ms | 128 - 134 MB | NPU
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- | encoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 45.32 ms | 1 - 11 MB | NPU
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- | encoder | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 47.464 ms | 0 - 0 MB | NPU
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- | encoder | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 114.871 ms | 0 - 0 MB | NPU
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- | encoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 83.951 ms | 1 - 8 MB | NPU
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- | encoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 405.778 ms | 0 - 8 MB | NPU
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- | encoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 112.825 ms | 0 - 3 MB | NPU
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- | encoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 136.523 ms | 0 - 9 MB | NPU
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- | encoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 137.257 ms | 0 - 55 MB | NPU
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- | encoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 280.808 ms | 1 - 10 MB | NPU
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- | encoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 405.778 ms | 0 - 8 MB | NPU
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- | encoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 205.718 ms | 0 - 5 MB | NPU
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- | encoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 60.051 ms | 1 - 14 MB | NPU
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119
  ## License
120
  * The license for the original implementation of Whisper-Small can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | QNN_CONTEXT_BINARY | float | qualcomm_qcs8450_proxy | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.2/whisper_small-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip)
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+ | QNN_CONTEXT_BINARY | float | qualcomm_qcs8550_proxy | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.2/whisper_small-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip)
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+ | QNN_CONTEXT_BINARY | float | qualcomm_qcs9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.2/whisper_small-qnn_context_binary-float-qualcomm_qcs9075.zip)
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+ | QNN_CONTEXT_BINARY | float | qualcomm_sa7255p | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.2/whisper_small-qnn_context_binary-float-qualcomm_sa7255p.zip)
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+ | QNN_CONTEXT_BINARY | float | qualcomm_sa8295p | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.2/whisper_small-qnn_context_binary-float-qualcomm_sa8295p.zip)
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+ | QNN_CONTEXT_BINARY | float | qualcomm_sa8775p | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.2/whisper_small-qnn_context_binary-float-qualcomm_sa8775p.zip)
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+ | QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_8_elite_for_galaxy | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.2/whisper_small-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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+ | QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_8_elite_gen5 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.2/whisper_small-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip)
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+ | QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_8gen3 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.2/whisper_small-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
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+ | QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_x2_elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.2/whisper_small-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
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+ | QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_x_elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small/releases/v0.50.2/whisper_small-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
 
 
 
 
 
 
 
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43
  For more device-specific assets and performance metrics, visit **[Whisper-Small on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/whisper_small)**.
44
 
 
70
  ## Performance Summary
71
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
72
  |---|---|---|---|---|---|---
73
+ | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.222 ms | 75 - 84 MB | NPU
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+ | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 6.095 ms | 286 - 286 MB | NPU
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+ | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 10.441 ms | 285 - 285 MB | NPU
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+ | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.84 ms | 73 - 85 MB | NPU
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+ | decoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 12.133 ms | 61 - 64 MB | NPU
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+ | decoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 13.335 ms | 60 - 122 MB | NPU
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+ | decoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.401 ms | 58 - 68 MB | NPU
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+ | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.266 ms | 60 - 70 MB | NPU
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+ | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 6.525 ms | 60 - 60 MB | NPU
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+ | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 9.745 ms | 60 - 60 MB | NPU
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+ | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 9.819 ms | 37 - 45 MB | NPU
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+ | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 19.804 ms | 31 - 40 MB | NPU
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+ | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 12.176 ms | 55 - 65 MB | NPU
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+ | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 13.725 ms | 60 - 69 MB | NPU
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+ | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 13.427 ms | 60 - 128 MB | NPU
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+ | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 17.396 ms | 39 - 49 MB | NPU
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+ | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 19.804 ms | 31 - 40 MB | NPU
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+ | decoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 15.117 ms | 46 - 51 MB | NPU
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+ | decoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.3 ms | 8 - 22 MB | NPU
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+ | encoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 46.51 ms | 89 - 99 MB | NPU
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+ | encoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 47.572 ms | 202 - 202 MB | NPU
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+ | encoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 115.428 ms | 201 - 201 MB | NPU
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+ | encoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 82.255 ms | 129 - 138 MB | NPU
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+ | encoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 112.855 ms | 0 - 225 MB | NPU
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+ | encoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 137.101 ms | 126 - 130 MB | NPU
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+ | encoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 59.055 ms | 127 - 139 MB | NPU
99
+ | encoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 45.088 ms | 1 - 11 MB | NPU
100
+ | encoder | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 47.766 ms | 0 - 0 MB | NPU
101
+ | encoder | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 114.908 ms | 0 - 0 MB | NPU
102
+ | encoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 85.441 ms | 1 - 8 MB | NPU
103
+ | encoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 405.533 ms | 0 - 8 MB | NPU
104
+ | encoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 112.557 ms | 0 - 3 MB | NPU
105
+ | encoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 136.563 ms | 0 - 9 MB | NPU
106
+ | encoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 136.464 ms | 0 - 55 MB | NPU
107
+ | encoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 281.823 ms | 1 - 10 MB | NPU
108
+ | encoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 405.533 ms | 0 - 8 MB | NPU
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+ | encoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 205.937 ms | 1 - 6 MB | NPU
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+ | encoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 60.399 ms | 1 - 14 MB | NPU
111
 
112
  ## License
113
  * The license for the original implementation of Whisper-Small can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
- 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