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Isaac ROS 3.2
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README.md

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## Performance
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| Sample Graph<br/><br/> | Input Size<br/><br/> | AGX Orin<br/><br/> | Orin NX<br/><br/> | Orin Nano 8GB<br/><br/> | x86_64 w/ RTX 4060 Ti<br/><br/> | x86_64 w/ RTX 4090<br/><br/> |
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|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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| [Occupancy Grid Localizer Node](https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/benchmarks/isaac_ros_occupancy_grid_localizer_benchmark/scripts/isaac_ros_grid_localizer_node.py)<br/><br/><br/><br/> | ~50 sq. m<br/><br/><br/><br/> | [19.5 fps](https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_grid_localizer_node-agx_orin.json)<br/><br/><br/>57 ms @ 30Hz<br/><br/> | [8.34 fps](https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_grid_localizer_node-orin_nx.json)<br/><br/><br/>130 ms @ 30Hz<br/><br/> | [5.75 fps](https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_grid_localizer_node-orin_nano.json)<br/><br/><br/>190 ms @ 30Hz<br/><br/> | [50.1 fps](https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_grid_localizer_node-nuc_4060ti.json)<br/><br/><br/>21 ms @ 30Hz<br/><br/> | [50.1 fps](https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_grid_localizer_node-x86_4090.json)<br/><br/><br/>12 ms @ 30Hz<br/><br/> |
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| Sample Graph<br/><br/> | Input Size<br/><br/> | AGX Orin<br/><br/> | Orin NX<br/><br/> | Orin Nano 8GB<br/><br/> | x86_64 w/ RTX 4090<br/><br/> |
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|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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| [Occupancy Grid Localizer Node](https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/benchmarks/isaac_ros_occupancy_grid_localizer_benchmark/scripts/isaac_ros_grid_localizer_node.py)<br/><br/><br/><br/> | ~50 sq. m<br/><br/><br/><br/> | [12.9 fps](https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_grid_localizer_node-agx_orin.json)<br/><br/><br/>86 ms @ 30Hz<br/><br/> | [8.36 fps](https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_grid_localizer_node-orin_nx.json)<br/><br/><br/>130 ms @ 30Hz<br/><br/> | [5.81 fps](https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_grid_localizer_node-orin_nano.json)<br/><br/><br/>190 ms @ 30Hz<br/><br/> | [50.1 fps](https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_benchmark/blob/main/results/isaac_ros_grid_localizer_node-x86-4090.json)<br/><br/><br/>8.8 ms @ 30Hz<br/><br/> |
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## Latest
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Update 2024-09-26: Update for Isaac ROS 3.1
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Update 2024-12-10: Update to be compatible with JetPack 6.1

isaac_ros_occupancy_grid_localizer/CMakeLists.txt

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add_launch_test(test/isaac_ros_occupancy_grid_localizer_pol_test.py)
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endif()
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# Embed versioning information into installed files
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ament_index_get_resource(ISAAC_ROS_COMMON_CMAKE_PATH isaac_ros_common_cmake_path isaac_ros_common)
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include("${ISAAC_ROS_COMMON_CMAKE_PATH}/isaac_ros_common-version-info.cmake")
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generate_version_info(${PROJECT_NAME})
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ament_auto_package(INSTALL_TO_SHARE config launch maps params rviz)

isaac_ros_occupancy_grid_localizer/package.xml

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<?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
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<package format="3">
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<name>isaac_ros_occupancy_grid_localizer</name>
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<version>3.1.0</version>
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<version>3.2.0</version>
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<description>Occupancy Grid Global Localizer.</description>
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<maintainer email="[email protected]">Isaac ROS Maintainers</maintainer>

isaac_ros_pointcloud_utils/CMakeLists.txt

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add_launch_test(test/isaac_ros_flatscan_to_laserscan_pol_test.py)
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endif()
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# Embed versioning information into installed files
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ament_index_get_resource(ISAAC_ROS_COMMON_CMAKE_PATH isaac_ros_common_cmake_path isaac_ros_common)
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include("${ISAAC_ROS_COMMON_CMAKE_PATH}/isaac_ros_common-version-info.cmake")
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generate_version_info(${PROJECT_NAME})
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ament_auto_package(INSTALL_TO_SHARE config launch)

isaac_ros_pointcloud_utils/package.xml

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<?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
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<package format="3">
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<name>isaac_ros_pointcloud_utils</name>
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<version>3.1.0</version>
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<version>3.2.0</version>
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<description>Isaac ROS Point Cloud Utilities.</description>
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<maintainer email="[email protected]">Isaac ROS Maintainers</maintainer>

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