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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +42 -41
  2. release_assets.json +6 -6
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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pointnet/releases/v0.55.0/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/v0.55.0/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/v0.55.0/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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@@ -57,44 +57,45 @@ 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 | 0.323 ms | 0 - 30 MB | NPU
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- | PointNet | ONNX | float | Snapdragon® X2 Elite | 0.305 ms | 212 - 212 MB | NPU
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- | PointNet | ONNX | float | Snapdragon® X Elite | 0.663 ms | 181 - 181 MB | NPU
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- | PointNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.406 ms | 0 - 48 MB | NPU
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- | PointNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.652 ms | 0 - 21 MB | NPU
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- | PointNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.435 ms | 0 - 31 MB | NPU
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- | PointNet | ONNX | float | Qualcomm® QCS9075 | 0.812 ms | 0 - 52 MB | NPU
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- | PointNet | ONNX | float | Qualcomm® QCS8750 | 0.435 ms | 0 - 31 MB | NPU
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- | PointNet | ONNX | float | Qualcomm® QCS7181 | 0.663 ms | 181 - 181 MB | NPU
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- | PointNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.322 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 | 0.769 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 | 1.854 ms | 0 - 24 MB | NPU
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- | PointNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.662 ms | 0 - 9 MB | NPU
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- | PointNet | QNN_DLC | float | Qualcomm® SA8775P | 0.909 ms | 0 - 25 MB | NPU
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- | PointNet | QNN_DLC | float | Qualcomm® SA8650P | 0.909 ms | 0 - 25 MB | NPU
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- | PointNet | QNN_DLC | float | Qualcomm® SA8255P | 0.909 ms | 0 - 25 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 | Qualcomm® SA7255P | 1.854 ms | 0 - 24 MB | NPU
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- | PointNet | QNN_DLC | float | Qualcomm® SA8295P | 1.1 ms | 0 - 21 MB | NPU
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- | PointNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.48 ms | 0 - 23 MB | NPU
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- | PointNet | QNN_DLC | float | Qualcomm® QCS9075 | 0.798 ms | 0 - 2 MB | NPU
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- | PointNet | QNN_DLC | float | Qualcomm® QCS8750 | 0.48 ms | 0 - 23 MB | NPU
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- | PointNet | QNN_DLC | float | Qualcomm® QCS7181 | 0.769 ms | 0 - 0 MB | NPU
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- | PointNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.322 ms | 0 - 27 MB | NPU
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- | PointNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.411 ms | 0 - 41 MB | NPU
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- | PointNet | TFLITE | float | Qualcomm® QCS8275 | 1.898 ms | 0 - 24 MB | NPU
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- | PointNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.66 ms | 0 - 3 MB | NPU
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- | PointNet | TFLITE | float | Qualcomm® SA8775P | 0.933 ms | 0 - 25 MB | NPU
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- | PointNet | TFLITE | float | Qualcomm® SA8650P | 0.933 ms | 0 - 25 MB | NPU
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- | PointNet | TFLITE | float | Qualcomm® SA8255P | 0.933 ms | 0 - 25 MB | NPU
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- | PointNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.864 ms | 0 - 42 MB | NPU
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- | PointNet | TFLITE | float | Qualcomm® SA7255P | 1.898 ms | 0 - 24 MB | NPU
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- | PointNet | TFLITE | float | Qualcomm® SA8295P | 1.127 ms | 0 - 21 MB | NPU
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- | PointNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.483 ms | 0 - 28 MB | NPU
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- | PointNet | TFLITE | float | Qualcomm® QCS9075 | 0.807 ms | 0 - 8 MB | NPU
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- | PointNet | TFLITE | float | Qualcomm® QCS8750 | 0.483 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
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pointnet/releases/v0.56.0/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/v0.56.0/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/v0.56.0/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® X2 Elite | 0.305 ms | 213 - 213 MB | NPU
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+ | PointNet | ONNX | float | Snapdragon® X Elite | 0.655 ms | 149 - 149 MB | NPU
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+ | PointNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.406 ms | 59 - 91 MB | NPU
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+ | PointNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 0.865 ms | 0 - 33 MB | NPU
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+ | PointNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.647 ms | 0 - 12 MB | NPU
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+ | PointNet | ONNX | float | Qualcomm® QCS8450 | 0.865 ms | 0 - 33 MB | NPU
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+ | PointNet | ONNX | float | Snapdragon® 8 Elite Mobile | 0.421 ms | 0 - 24 MB | NPU
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+ | PointNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.322 ms | 0 - 19 MB | NPU
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+ | PointNet | ONNX | float | Qualcomm® QCS9075 | 0.807 ms | 0 - 52 MB | NPU
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+ | PointNet | ONNX | float | Qualcomm® QCS8750 | 0.421 ms | 0 - 24 MB | NPU
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+ | PointNet | ONNX | float | Qualcomm® QCS7181 | 0.655 ms | 149 - 149 MB | NPU
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+ | PointNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.403 ms | 0 - 0 MB | NPU
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+ | PointNet | QNN_DLC | float | Snapdragon® X Elite | 0.771 ms | 0 - 0 MB | NPU
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+ | PointNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.41 ms | 0 - 42 MB | NPU
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+ | PointNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 0.865 ms | 0 - 47 MB | NPU
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+ | PointNet | QNN_DLC | float | Qualcomm® QCS8275 | 1.848 ms | 0 - 23 MB | NPU
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+ | PointNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.659 ms | 0 - 67 MB | NPU
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+ | PointNet | QNN_DLC | float | Qualcomm® QCS8450 | 0.865 ms | 0 - 47 MB | NPU
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+ | PointNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.485 ms | 0 - 23 MB | NPU
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+ | PointNet | QNN_DLC | float | Qualcomm® SA8295P | 1.119 ms | 0 - 20 MB | NPU
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+ | PointNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.323 ms | 0 - 23 MB | NPU
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+ | PointNet | QNN_DLC | float | Qualcomm® SA7255P | 1.848 ms | 0 - 23 MB | NPU
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+ | PointNet | QNN_DLC | float | Qualcomm® QCS9075 | 0.799 ms | 0 - 2 MB | NPU
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+ | PointNet | QNN_DLC | float | Qualcomm® QCS8750 | 0.485 ms | 0 - 23 MB | NPU
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+ | PointNet | QNN_DLC | float | Qualcomm® QCS7181 | 0.771 ms | 0 - 0 MB | NPU
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+ | PointNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.41 ms | 0 - 40 MB | NPU
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+ | PointNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 0.861 ms | 0 - 46 MB | NPU
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+ | PointNet | TFLITE | float | Qualcomm® QCS8275 | 1.885 ms | 0 - 24 MB | NPU
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+ | PointNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.655 ms | 0 - 2 MB | NPU
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+ | PointNet | TFLITE | float | Qualcomm® SA8775P | 4.276 ms | 0 - 16 MB | GPU
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+ | PointNet | TFLITE | float | Qualcomm® SA8650P | 4.276 ms | 0 - 16 MB | GPU
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+ | PointNet | TFLITE | float | Qualcomm® SA8255P | 4.276 ms | 0 - 16 MB | GPU
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+ | PointNet | TFLITE | float | Qualcomm® QCS8450 | 0.861 ms | 0 - 46 MB | NPU
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+ | PointNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.483 ms | 0 - 24 MB | NPU
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+ | PointNet | TFLITE | float | Qualcomm® SA8295P | 1.122 ms | 0 - 21 MB | NPU
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+ | PointNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.324 ms | 0 - 24 MB | NPU
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+ | PointNet | TFLITE | float | Qualcomm® SA7255P | 1.885 ms | 0 - 24 MB | NPU
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+ | PointNet | TFLITE | float | Qualcomm® QCS9075 | 0.801 ms | 0 - 8 MB | NPU
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+ | PointNet | TFLITE | float | Qualcomm® QCS8750 | 0.483 ms | 0 - 24 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
@@ -1,27 +1,27 @@
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  {
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- "version": "0.55.0",
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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": "1.4.3"
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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/v0.55.0/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/v0.55.0/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": "1.25.0"
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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/v0.55.0/pointnet-onnx-float.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.56.0",
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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": "1.4.4"
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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/v0.56.0/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/v0.56.0/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": "2.45.0.260326154327",
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  "onnx_runtime": "1.25.0"
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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/v0.56.0/pointnet-onnx-float.zip"
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  }
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  }
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  }