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EfficientViT-b2-cls

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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +26 -26
  2. release_assets.json +29 -1
README.md CHANGED
@@ -30,9 +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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_b2_cls/releases/v0.50.2/efficientvit_b2_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_b2_cls/releases/v0.50.2/efficientvit_b2_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_b2_cls/releases/v0.50.2/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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@@ -61,29 +61,29 @@ See our repository for [EfficientViT-b2-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-b2-cls | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.269 ms | 1 - 100 MB | NPU
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- | EfficientViT-b2-cls | ONNX | float | Snapdragon® X2 Elite | 2.544 ms | 49 - 49 MB | NPU
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- | EfficientViT-b2-cls | ONNX | float | Snapdragon® X Elite | 5.906 ms | 49 - 49 MB | NPU
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- | EfficientViT-b2-cls | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.601 ms | 0 - 174 MB | NPU
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- | EfficientViT-b2-cls | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5.184 ms | 0 - 63 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 | 2.707 ms | 0 - 118 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 | 2.966 ms | 1 - 1 MB | NPU
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- | EfficientViT-b2-cls | QNN_DLC | float | Snapdragon® X Elite | 6.014 ms | 1 - 1 MB | NPU
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- | EfficientViT-b2-cls | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.796 ms | 0 - 167 MB | NPU
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- | EfficientViT-b2-cls | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 12.961 ms | 1 - 90 MB | NPU
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- | EfficientViT-b2-cls | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.385 ms | 1 - 3 MB | NPU
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- | EfficientViT-b2-cls | QNN_DLC | float | Qualcomm® QCS9075 | 6.19 ms | 1 - 3 MB | NPU
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- | EfficientViT-b2-cls | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 7.186 ms | 0 - 165 MB | NPU
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- | EfficientViT-b2-cls | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.806 ms | 0 - 92 MB | NPU
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- | EfficientViT-b2-cls | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.329 ms | 0 - 154 MB | NPU
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- | EfficientViT-b2-cls | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.78 ms | 0 - 213 MB | NPU
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- | EfficientViT-b2-cls | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 13.048 ms | 0 - 149 MB | NPU
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- | EfficientViT-b2-cls | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.322 ms | 0 - 3 MB | NPU
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- | EfficientViT-b2-cls | TFLITE | float | Qualcomm® QCS9075 | 6.214 ms | 0 - 52 MB | NPU
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- | EfficientViT-b2-cls | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 7.352 ms | 0 - 225 MB | NPU
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- | EfficientViT-b2-cls | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.783 ms | 0 - 143 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 |
32
  |---|---|---|---|---|
33
+ | 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_b2_cls/releases/v0.51.0/efficientvit_b2_cls-onnx-float.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_b2_cls/releases/v0.51.0/efficientvit_b2_cls-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_b2_cls/releases/v0.51.0/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
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
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+ | EfficientViT-b2-cls | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.263 ms | 0 - 99 MB | NPU
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+ | EfficientViT-b2-cls | ONNX | float | Snapdragon® X2 Elite | 2.53 ms | 49 - 49 MB | NPU
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+ | EfficientViT-b2-cls | ONNX | float | Snapdragon® X Elite | 5.897 ms | 49 - 49 MB | NPU
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+ | EfficientViT-b2-cls | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.582 ms | 0 - 180 MB | NPU
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+ | EfficientViT-b2-cls | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5.586 ms | 0 - 60 MB | NPU
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+ | EfficientViT-b2-cls | ONNX | float | Qualcomm® QCS9075 | 5.764 ms | 1 - 4 MB | NPU
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+ | EfficientViT-b2-cls | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.673 ms | 0 - 118 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.299 ms | 0 - 73 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Snapdragon® X2 Elite | 2.969 ms | 1 - 1 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Snapdragon® X Elite | 6.24 ms | 1 - 1 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.706 ms | 0 - 140 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 12.796 ms | 1 - 67 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.933 ms | 0 - 2 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Qualcomm® QCS9075 | 6.1 ms | 1 - 3 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 7.216 ms | 0 - 140 MB | NPU
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+ | EfficientViT-b2-cls | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.767 ms | 1 - 69 MB | NPU
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+ | EfficientViT-b2-cls | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.306 ms | 0 - 117 MB | NPU
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+ | EfficientViT-b2-cls | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.707 ms | 0 - 183 MB | NPU
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+ | EfficientViT-b2-cls | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.826 ms | 0 - 109 MB | NPU
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+ | EfficientViT-b2-cls | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.407 ms | 0 - 3 MB | NPU
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+ | EfficientViT-b2-cls | TFLITE | float | Qualcomm® QCS9075 | 6.061 ms | 0 - 52 MB | NPU
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+ | EfficientViT-b2-cls | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 7.212 ms | 0 - 186 MB | NPU
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+ | EfficientViT-b2-cls | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.749 ms | 0 - 104 MB | NPU
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  ## License
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  * The license for the original implementation of EfficientViT-b2-cls can be found
release_assets.json CHANGED
@@ -1 +1,29 @@
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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_b2_cls/releases/v0.50.2/efficientvit_b2_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_b2_cls/releases/v0.50.2/efficientvit_b2_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_b2_cls/releases/v0.50.2/efficientvit_b2_cls-tflite-float.zip"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "version": "0.51.0",
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+ "precisions": {
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+ "float": {
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+ "universal_assets": {
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+ "tflite": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.2"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_b2_cls/releases/v0.51.0/efficientvit_b2_cls-tflite-float.zip"
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+ },
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+ "qnn_dlc": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_b2_cls/releases/v0.51.0/efficientvit_b2_cls-qnn_dlc-float.zip"
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+ },
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+ "onnx": {
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+ "tool_versions": {
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+ "qairt": "2.42.0.251225135753_193295",
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+ "onnx_runtime": "1.24.3"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientvit_b2_cls/releases/v0.51.0/efficientvit_b2_cls-onnx-float.zip"
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+ }
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+ }
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+ }
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+ }
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+ }