AI & Data Science

Data Science of the Day Each day a new bite-sized piece of information like a fun fact, did you know, or other novel use of technology in Data Science will be posted. Be sure to subscribe to get notifications for these posts. One new post, every weekday. Enjoy!! Announcements Data Science related software product updates, releases, critical bug fixes will be posted here. Other Products Looking for help or guidance for any NVIDIA software products supporting AI & Data Science? This is the place. Questions about specific hardware configurations live elsewhere. Data Processing Looking for help or guidance for anything from data ingestion to deploying machine learning? This is the place. Cybersecurity Technical forum for all Morpheus SDK related questions. Data Science Workbench Data Science Workbench is an unobtrusive desktop application to increase productivity for data scientists, data engineers, and AI developers. Computer Vision & Image Processing Area to discuss all topics related to computer vision and models for classification, detection, localization, instance and semantic segmentation, research, tracking, and image synthesis. Inquire and post about computer vision and image processing algorithms, applications, software, technology, tasks, projects, use cases, and the development pipeline. If you have questions or comments specific to DeepStream, post here. If you have questions or comments specific to TAO or TAO Toolkit, post here. If you have questions or comments specific to TensorRT, post here. Deep Learning (Training & Inference)

Topic	Replies	Views	Activity
Model onnx trt engine generation process report different results compared between two PCs TensorRT	6	131	June 26, 2022
TensorRT Installation Problem TensorRT tensorrt	3	147	June 26, 2022
Internal Error: GPU error during getBestTactic: PWN(LeakyRelu_4) : misaligned address TensorRT tensorrt	2	17	June 26, 2022
Chmod: cannot access 'ngc': No such file or directory TensorRT tensorrt	2	35	June 25, 2022
Create onnx graph throws AttributeError: 'Variable' object has no attribute 'values' Computer Vision & Image Processing	0	26	June 24, 2022
Docker container cant use GPU cuDNN tensorflow , docker , python , gpu	0	32	June 24, 2022
How to export the Pytorch model Keypoint R-CNN to onnx and benchmark with trtexec TensorRT	2	36	June 24, 2022
Padding layer error Error Code 2: Internal Error (Assertion rank == 0 \|\| rank == 1 failed. ) TensorRT tensorrt	3	60	June 24, 2022
Trtexec : Error[4]: [graphShapeAnalyzer.cpp::analyzeShapes::1294] Error Code 4: Miscellaneous TensorRT tensorrt , onnx	3	72	June 24, 2022
Assertion failed: *tensor = importer_ctx->network()->addInput( input.name().c_str(), trt_dtype, trt_dims) TensorRT tensorrt	15	373	June 24, 2022
TorchVision 0.9.0 Installation Error Frameworks cuda , kernel , ubuntu , docker , python	4	668	June 24, 2022
E: Version '8.3.1.22-1+cuda10.2' for 'libcudnn8' was not found cuDNN	12	2420	June 24, 2022
VPI Pyramidal LK Optical Flow Poor Tracking Results Computer Vision & Image Processing vpi , computer-vision	5	88	June 23, 2022
Model.plan has bigger size than its .rmir on Riva2.0 Embedded Riva riva	2	176	June 23, 2022
Nvidia Riva Contact Audio File Riva riva	2	184	June 23, 2022
Tensorrt can not speed up well TensorRT	5	162	June 23, 2022
TensorRT engine context use mem TensorRT tensorrt	3	96	June 23, 2022
How to accelrate build engine time? TensorRT tensorrt , jetson	5	86	June 23, 2022
Gather node output wrong when converting with TensorRT TensorRT	18	175	June 23, 2022
NVIDIA Jetson AGX Xavier:: Supported Software Versions Other Products	0	47	June 23, 2022
Excuse me, does the 3060Ti graphics card support TensorRT int8 quantization? TensorRT	1	45	June 23, 2022
TRT Polygraphy change a dynamic tensor output to static output TensorRT	2	102	June 23, 2022
Speedup by increasing # of streams vs. batch size TensorRT	2	154	June 23, 2022
ARSDK facemesh with 126 landmarks fails Maxine	4	132	June 22, 2022
When will nvinfer-8.4-cuda-11-6 be available on cuda repo? TensorRT tensorrt	4	296	June 22, 2022
Building Containers on the Jetson Nano 2GB TensorRT tensorrt , opencv , tensorflow , docker	2	228	June 22, 2022
Output of different profilingVerbosities is same TensorRT	6	156	June 22, 2022
Is cudnn necessary when TensorRT is used to run inference? TensorRT tensorrt	3	130	June 22, 2022
Structure Sparsity not working with BERT large TensorRT	5	98	June 22, 2022
Install TensorRT on Google Colab TensorRT	1	62	June 22, 2022