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PointNet

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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
@@ -27,9 +27,9 @@ 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/pointnet/releases/v0.50.2/pointnet-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/pointnet/releases/v0.50.2/pointnet-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/pointnet/releases/v0.50.2/pointnet-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[PointNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/pointnet)**.
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@@ -57,29 +57,29 @@ See our repository for [PointNet on GitHub](https://github.com/qualcomm/ai-hub-m
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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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- | PointNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.319 ms | 0 - 29 MB | NPU
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- | PointNet | ONNX | float | Snapdragon® X2 Elite | 0.314 ms | 7 - 7 MB | NPU
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- | PointNet | ONNX | float | Snapdragon® X Elite | 0.784 ms | 7 - 7 MB | NPU
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- | PointNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.405 ms | 0 - 42 MB | NPU
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- | PointNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.648 ms | 0 - 8 MB | NPU
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- | PointNet | ONNX | float | Qualcomm® QCS9075 | 0.826 ms | 0 - 3 MB | NPU
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- | PointNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.435 ms | 0 - 25 MB | NPU
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- | PointNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.32 ms | 0 - 30 MB | NPU
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- | PointNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.426 ms | 1 - 1 MB | NPU
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- | PointNet | QNN_DLC | float | Snapdragon® X Elite | 0.801 ms | 0 - 0 MB | NPU
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- | PointNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.414 ms | 0 - 43 MB | NPU
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- | PointNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1.857 ms | 0 - 27 MB | NPU
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- | PointNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.663 ms | 0 - 6 MB | NPU
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- | PointNet | QNN_DLC | float | Qualcomm® QCS9075 | 0.798 ms | 2 - 4 MB | NPU
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- | PointNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.867 ms | 0 - 44 MB | NPU
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- | PointNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.477 ms | 0 - 26 MB | NPU
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- | PointNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.315 ms | 0 - 30 MB | NPU
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- | PointNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.412 ms | 0 - 44 MB | NPU
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- | PointNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 1.9 ms | 0 - 28 MB | NPU
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- | PointNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.663 ms | 0 - 2 MB | NPU
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- | PointNet | TFLITE | float | Qualcomm® QCS9075 | 0.804 ms | 0 - 9 MB | NPU
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- | PointNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.863 ms | 0 - 45 MB | NPU
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- | PointNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.485 ms | 0 - 27 MB | NPU
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  ## License
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  * The license for the original implementation of PointNet can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
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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/pointnet/releases/v0.51.0/pointnet-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/pointnet/releases/v0.51.0/pointnet-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/pointnet/releases/v0.51.0/pointnet-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[PointNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/pointnet)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
59
  |---|---|---|---|---|---|---
60
+ | PointNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.321 ms | 0 - 30 MB | NPU
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+ | PointNet | ONNX | float | Snapdragon® X2 Elite | 0.305 ms | 7 - 7 MB | NPU
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+ | PointNet | ONNX | float | Snapdragon® X Elite | 0.771 ms | 7 - 7 MB | NPU
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+ | PointNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.403 ms | 0 - 42 MB | NPU
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+ | PointNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.651 ms | 0 - 8 MB | NPU
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+ | PointNet | ONNX | float | Qualcomm® QCS9075 | 0.808 ms | 0 - 3 MB | NPU
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+ | PointNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.435 ms | 0 - 26 MB | NPU
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+ | PointNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.312 ms | 0 - 26 MB | NPU
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+ | PointNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.414 ms | 0 - 0 MB | NPU
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+ | PointNet | QNN_DLC | float | Snapdragon® X Elite | 0.799 ms | 0 - 0 MB | NPU
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+ | PointNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.415 ms | 0 - 42 MB | NPU
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+ | PointNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1.867 ms | 0 - 24 MB | NPU
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+ | PointNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.664 ms | 0 - 1 MB | NPU
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+ | PointNet | QNN_DLC | float | Qualcomm® QCS9075 | 0.8 ms | 0 - 2 MB | NPU
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+ | PointNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.865 ms | 0 - 43 MB | NPU
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+ | PointNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.479 ms | 0 - 23 MB | NPU
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+ | PointNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.314 ms | 0 - 26 MB | NPU
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+ | PointNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.417 ms | 0 - 42 MB | NPU
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+ | PointNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 1.893 ms | 0 - 24 MB | NPU
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+ | PointNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.656 ms | 0 - 68 MB | NPU
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+ | PointNet | TFLITE | float | Qualcomm® QCS9075 | 0.808 ms | 0 - 8 MB | NPU
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+ | PointNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.866 ms | 0 - 42 MB | NPU
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+ | PointNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.482 ms | 0 - 28 MB | NPU
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  ## License
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  * The license for the original implementation of PointNet 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/pointnet/releases/v0.50.2/pointnet-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/pointnet/releases/v0.50.2/pointnet-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/pointnet/releases/v0.50.2/pointnet-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/pointnet/releases/v0.51.0/pointnet-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/pointnet/releases/v0.51.0/pointnet-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/pointnet/releases/v0.51.0/pointnet-onnx-float.zip"
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+ }
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+ }
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+ }
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+ }
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+ }