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EfficientViT-l2-cls

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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 +26 -27
  2. release_assets.json +1 -1
README.md CHANGED
@@ -30,10 +30,9 @@ 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 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_l2_cls/releases/v0.50.1/efficientvit_l2_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_l2_cls/releases/v0.50.1/efficientvit_l2_cls-onnx-w8a16.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_l2_cls/releases/v0.50.1/efficientvit_l2_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_l2_cls/releases/v0.50.1/efficientvit_l2_cls-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[EfficientViT-l2-cls on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/efficientvit_l2_cls)**.
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@@ -62,29 +61,29 @@ See our repository for [EfficientViT-l2-cls on GitHub](https://github.com/qualco
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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-l2-cls | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.219 ms | 1 - 159 MB | NPU
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- | EfficientViT-l2-cls | ONNX | float | Snapdragon® X2 Elite | 3.519 ms | 131 - 131 MB | NPU
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- | EfficientViT-l2-cls | ONNX | float | Snapdragon® X Elite | 7.978 ms | 131 - 131 MB | NPU
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- | EfficientViT-l2-cls | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.199 ms | 0 - 249 MB | NPU
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- | EfficientViT-l2-cls | ONNX | float | Qualcomm® QCS8550 (Proxy) | 7.294 ms | 0 - 162 MB | NPU
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- | EfficientViT-l2-cls | ONNX | float | Qualcomm® QCS9075 | 8.398 ms | 0 - 4 MB | NPU
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- | EfficientViT-l2-cls | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.926 ms | 0 - 130 MB | NPU
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- | EfficientViT-l2-cls | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.21 ms | 1 - 143 MB | NPU
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- | EfficientViT-l2-cls | QNN_DLC | float | Snapdragon® X2 Elite | 4.012 ms | 1 - 1 MB | NPU
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- | EfficientViT-l2-cls | QNN_DLC | float | Snapdragon® X Elite | 7.91 ms | 1 - 1 MB | NPU
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- | EfficientViT-l2-cls | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.317 ms | 0 - 236 MB | NPU
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- | EfficientViT-l2-cls | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 24.281 ms | 1 - 139 MB | NPU
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- | EfficientViT-l2-cls | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.254 ms | 1 - 3 MB | NPU
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- | EfficientViT-l2-cls | QNN_DLC | float | Qualcomm® QCS9075 | 8.566 ms | 3 - 5 MB | NPU
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- | EfficientViT-l2-cls | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 14.844 ms | 1 - 221 MB | NPU
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- | EfficientViT-l2-cls | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.949 ms | 0 - 147 MB | NPU
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- | EfficientViT-l2-cls | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.197 ms | 0 - 280 MB | NPU
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- | EfficientViT-l2-cls | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.262 ms | 0 - 360 MB | NPU
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- | EfficientViT-l2-cls | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 24.294 ms | 0 - 274 MB | NPU
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- | EfficientViT-l2-cls | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 6.983 ms | 0 - 3 MB | NPU
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- | EfficientViT-l2-cls | TFLITE | float | Qualcomm® QCS9075 | 8.501 ms | 0 - 134 MB | NPU
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- | EfficientViT-l2-cls | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 14.764 ms | 0 - 360 MB | NPU
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- | EfficientViT-l2-cls | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.916 ms | 0 - 267 MB | NPU
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  ## License
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  * The license for the original implementation of EfficientViT-l2-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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_l2_cls/releases/v0.50.2/efficientvit_l2_cls-onnx-float.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_l2_cls/releases/v0.50.2/efficientvit_l2_cls-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_l2_cls/releases/v0.50.2/efficientvit_l2_cls-tflite-float.zip)
 
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  For more device-specific assets and performance metrics, visit **[EfficientViT-l2-cls on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/efficientvit_l2_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-l2-cls | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.23 ms | 1 - 158 MB | NPU
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+ | EfficientViT-l2-cls | ONNX | float | Snapdragon® X2 Elite | 4.385 ms | 132 - 132 MB | NPU
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+ | EfficientViT-l2-cls | ONNX | float | Snapdragon® X Elite | 7.983 ms | 131 - 131 MB | NPU
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+ | EfficientViT-l2-cls | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.243 ms | 0 - 247 MB | NPU
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+ | EfficientViT-l2-cls | ONNX | float | Qualcomm® QCS8550 (Proxy) | 7.323 ms | 0 - 164 MB | NPU
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+ | EfficientViT-l2-cls | ONNX | float | Qualcomm® QCS9075 | 8.404 ms | 0 - 4 MB | NPU
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+ | EfficientViT-l2-cls | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.953 ms | 0 - 163 MB | NPU
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+ | EfficientViT-l2-cls | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.228 ms | 0 - 144 MB | NPU
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+ | EfficientViT-l2-cls | QNN_DLC | float | Snapdragon® X2 Elite | 3.966 ms | 1 - 1 MB | NPU
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+ | EfficientViT-l2-cls | QNN_DLC | float | Snapdragon® X Elite | 7.937 ms | 1 - 1 MB | NPU
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+ | EfficientViT-l2-cls | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.297 ms | 0 - 236 MB | NPU
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+ | EfficientViT-l2-cls | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 24.405 ms | 1 - 141 MB | NPU
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+ | EfficientViT-l2-cls | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.355 ms | 1 - 2 MB | NPU
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+ | EfficientViT-l2-cls | QNN_DLC | float | Qualcomm® QCS9075 | 8.64 ms | 1 - 3 MB | NPU
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+ | EfficientViT-l2-cls | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 14.857 ms | 0 - 222 MB | NPU
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+ | EfficientViT-l2-cls | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.985 ms | 1 - 150 MB | NPU
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+ | EfficientViT-l2-cls | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.187 ms | 0 - 271 MB | NPU
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+ | EfficientViT-l2-cls | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.299 ms | 0 - 364 MB | NPU
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+ | EfficientViT-l2-cls | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 24.369 ms | 0 - 276 MB | NPU
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+ | EfficientViT-l2-cls | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 7.02 ms | 0 - 3 MB | NPU
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+ | EfficientViT-l2-cls | TFLITE | float | Qualcomm® QCS9075 | 8.571 ms | 0 - 134 MB | NPU
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+ | EfficientViT-l2-cls | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 14.836 ms | 0 - 361 MB | NPU
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+ | EfficientViT-l2-cls | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.966 ms | 0 - 279 MB | NPU
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  ## License
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  * The license for the original implementation of EfficientViT-l2-cls can be found
release_assets.json CHANGED
@@ -1 +1 @@
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- {"version":"0.50.1","precisions":{"w8a16":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_l2_cls/releases/v0.50.1/efficientvit_l2_cls-onnx-w8a16.zip"}}},"float":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_l2_cls/releases/v0.50.1/efficientvit_l2_cls-tflite-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_l2_cls/releases/v0.50.1/efficientvit_l2_cls-qnn_dlc-float.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_l2_cls/releases/v0.50.1/efficientvit_l2_cls-onnx-float.zip"}}}}}
 
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+ {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_l2_cls/releases/v0.50.2/efficientvit_l2_cls-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_l2_cls/releases/v0.50.2/efficientvit_l2_cls-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_l2_cls/releases/v0.50.2/efficientvit_l2_cls-tflite-float.zip"}}}}}