AI & Data Science

Announcements Data Science related software product updates, releases, critical bug fixes will be posted here. 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!! 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. Data Science Workbench Data Science Workbench is an unobtrusive desktop application to increase productivity for data scientists, data engineers, and AI developers. Deep Learning (Training & Inference)

Topic	Replies	Views	Activity
Pipeline for giving an MP4 file as an input and save the output to an MP4 file in deepstream python apps test 3 Riva gstreamer , deepstream	0	26	December 4, 2021
Nvidia cuda cudnn devel docker container license - distribution? cuDNN	0	24	December 4, 2021
TorchPoints3D PointNet2 Deploy to TensorRT with Custom Plugin TensorRT jetson	0	34	December 3, 2021
In TensorRT, Is it possible to parse Caffe model using binarized deploy prototxt file instead of plain text prototxt? TensorRT caffe	1	40	December 3, 2021
Is it possible to share work load between GPU and CPU? TensorRT tensorrt	1	77	December 3, 2021
TensorRT 8.0 Refitting Verbosity TensorRT tensorrt	1	82	December 3, 2021
cuDNN crash in v8.1.x cuDNN	3	249	December 3, 2021
Transformers from Scratch Data Science of the Day fun-facts , deep-learning , nlp	0	247	December 3, 2021
Memory usage on Jetson Nano during inference Products	0	28	December 3, 2021
Failed to deploy citrinet nemo to riva Riva riva	0	29	December 3, 2021
TensorRT with BART TensorRT	0	39	December 2, 2021
TensorRT 8.2 and Framework Integrations are out now! TensorRT tensorrt The latest release of TensorRT, 8.2 GA, and TensorRT Integrations for PyTorch and TensorFlow, is now available for download. Highlight includes: TensorRT 8.2 Optimizations for T5 and GPT-2 deliver real time translati…	1	47	December 2, 2021
Does LHR block deep learning cuDNN	4	2221	December 2, 2021
Fast and Scalable AI Model Deployment with NVIDIA Triton Inference Server Data Science of the Day ai , fun-facts , inference-server-triton	0	204	December 2, 2021
Cuda transfer from device to host is extremely slow TensorRT cuda	2	58	December 2, 2021
Can't train the SSD Mobilenet using Jetson Nano and Custom Dataset Maxine tensorrt , jetson-inference , nano	0	47	December 2, 2021
Assertion failed: stride overflow TensorRT	8	456	December 2, 2021
TRT8 - PTQ using integrated Q\DQ nodes inside the PyTorch model (Explicit) Vs. PTQ using calibration based IInt8EntropyCalibrator2 (Implicit)) TensorRT	2	75	December 2, 2021
Failed to get riva started Riva riva	0	47	December 2, 2021
Problem with initial loading nano 2g - not authorized to download from docker Products	0	42	December 2, 2021
Run inference on a batch of images & parallel inference using cuda on python threads TensorRT tensorrt , cuda	4	166	December 1, 2021
An Important Skill for Data Scientists and Machine Learning Practitioners Data Science of the Day ai , deep-learning , machine-learning , fan-facts	0	356	December 1, 2021
TensorRT 8.0.3 imagenet resnet model INT8 conversion identical output with different input after calibration TensorRT tensorrt	2	70	December 1, 2021
TensorRT Batch Inference: different results TensorRT	4	525	December 1, 2021
Performance regression of conv2d INT8 on cudnn 8 cuDNN	0	63	December 1, 2021
RuntimeError: CUDA error: invalid configuration argument TensorRT tensorrt	1	74	December 1, 2021
How to Use Streamlit and Python to Build a Data Science App Data Science of the Day python , fun-facts , data-science	1	468	December 1, 2021
Int8 get the same result, but in FP16 the result is correct TensorRT	1	69	December 1, 2021
Is there any layer that fp16 supports but int8 does not？ TensorRT	5	119	December 1, 2021
cuDNN 7.6.5.32 License question cuDNN cuda	5	239	December 1, 2021