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EfficientViT-b2-cls

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v0.47.0

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See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

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  1. README.md +28 -25
README.md CHANGED
@@ -30,10 +30,11 @@ 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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- | ONNX | float | Universal | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_b2_cls/releases/v0.46.0/efficientvit_b2_cls-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_b2_cls/releases/v0.46.0/efficientvit_b2_cls-onnx-w8a16.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_b2_cls/releases/v0.46.0/efficientvit_b2_cls-qnn_dlc-float.zip)
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- | TFLITE | float | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_b2_cls/releases/v0.46.0/efficientvit_b2_cls-tflite-float.zip)
 
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  For more device-specific assets and performance metrics, visit **[EfficientViT-b2-cls on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/efficientvit_b2_cls)**.
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@@ -62,27 +63,29 @@ See our repository for [EfficientViT-b2-cls on GitHub](https://github.com/quic/a
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | EfficientViT-b2-cls | ONNX | float | Snapdragon® X Elite | 5.878 ms | 49 - 49 MB | NPU
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- | EfficientViT-b2-cls | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.748 ms | 0 - 222 MB | NPU
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- | EfficientViT-b2-cls | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5.425 ms | 0 - 58 MB | NPU
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- | EfficientViT-b2-cls | ONNX | float | Qualcomm® QCS9075 | 5.902 ms | 1 - 4 MB | NPU
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- | EfficientViT-b2-cls | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.858 ms | 0 - 151 MB | NPU
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- | EfficientViT-b2-cls | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.466 ms | 0 - 151 MB | NPU
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- | EfficientViT-b2-cls | QNN_DLC | float | Snapdragon® X Elite | 6.192 ms | 1 - 1 MB | NPU
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- | EfficientViT-b2-cls | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.789 ms | 0 - 164 MB | NPU
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- | EfficientViT-b2-cls | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 12.91 ms | 1 - 90 MB | NPU
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- | EfficientViT-b2-cls | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.425 ms | 1 - 166 MB | NPU
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- | EfficientViT-b2-cls | QNN_DLC | float | Qualcomm® QCS9075 | 6.198 ms | 1 - 3 MB | NPU
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- | EfficientViT-b2-cls | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 7.172 ms | 0 - 165 MB | NPU
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- | EfficientViT-b2-cls | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.797 ms | 1 - 92 MB | NPU
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- | EfficientViT-b2-cls | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.335 ms | 1 - 95 MB | NPU
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- | EfficientViT-b2-cls | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.795 ms | 0 - 224 MB | NPU
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- | EfficientViT-b2-cls | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.956 ms | 0 - 148 MB | NPU
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- | EfficientViT-b2-cls | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.468 ms | 0 - 3 MB | NPU
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- | EfficientViT-b2-cls | TFLITE | float | Qualcomm® QCS9075 | 6.169 ms | 0 - 52 MB | NPU
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- | EfficientViT-b2-cls | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 7.164 ms | 0 - 226 MB | NPU
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- | EfficientViT-b2-cls | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.803 ms | 0 - 140 MB | NPU
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- | EfficientViT-b2-cls | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.331 ms | 0 - 142 MB | NPU
 
 
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  ## License
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  * The license for the original implementation of EfficientViT-b2-cls can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_b2_cls/releases/v0.47.0/efficientvit_b2_cls-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_b2_cls/releases/v0.47.0/efficientvit_b2_cls-onnx-w8a16.zip)
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+ | ONNX | w8a16_mixed_fp16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_b2_cls/releases/v0.47.0/efficientvit_b2_cls-onnx-w8a16_mixed_fp16.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_b2_cls/releases/v0.47.0/efficientvit_b2_cls-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_b2_cls/releases/v0.47.0/efficientvit_b2_cls-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[EfficientViT-b2-cls on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/efficientvit_b2_cls)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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+ | EfficientViT-b2-cls | ONNX | float | Snapdragon® X Elite | 5.903 ms | 49 - 49 MB | NPU
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+ | EfficientViT-b2-cls | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.625 ms | 0 - 181 MB | NPU
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+ | EfficientViT-b2-cls | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5.163 ms | 0 - 58 MB | NPU
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+ | EfficientViT-b2-cls | ONNX | float | Qualcomm® QCS9075 | 5.828 ms | 1 - 4 MB | NPU
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+ | EfficientViT-b2-cls | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.693 ms | 0 - 89 MB | NPU
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+ | EfficientViT-b2-cls | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.272 ms | 0 - 115 MB | NPU
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+ | EfficientViT-b2-cls | ONNX | float | Snapdragon® X2 Elite | 2.54 ms | 49 - 49 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Snapdragon® X Elite | 5.981 ms | 1 - 1 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.777 ms | 0 - 164 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 13.008 ms | 1 - 90 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.352 ms | 1 - 215 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Qualcomm® QCS9075 | 6.201 ms | 3 - 5 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 7.193 ms | 0 - 164 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.79 ms | 0 - 91 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.334 ms | 1 - 95 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Snapdragon® X2 Elite | 2.961 ms | 1 - 1 MB | NPU
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+ | EfficientViT-b2-cls | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.794 ms | 0 - 217 MB | NPU
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+ | EfficientViT-b2-cls | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 13.061 ms | 0 - 148 MB | NPU
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+ | EfficientViT-b2-cls | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.352 ms | 0 - 3 MB | NPU
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+ | EfficientViT-b2-cls | TFLITE | float | Qualcomm® QCS9075 | 6.232 ms | 0 - 52 MB | NPU
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+ | EfficientViT-b2-cls | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 7.167 ms | 0 - 223 MB | NPU
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+ | EfficientViT-b2-cls | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.781 ms | 0 - 153 MB | NPU
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+ | EfficientViT-b2-cls | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.337 ms | 0 - 155 MB | NPU
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  ## License
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  * The license for the original implementation of EfficientViT-b2-cls can be found