AI & Data Science

Announcements Data Science related software product updates, releases, critical bug fixes will be posted here. 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 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!! Data Processing Looking for help or guidance for anything from data ingestion to deploying machine learning? This is the place. Deep Learning (Training & Inference)

Topic	Replies	Views	Activity
NVIDIA GTC 21: Access technical training and sessions built for developers AI & Data Science gtc Access technical training and sessions built for developers. Register for Free - GTC 2021: #1 AI Conference	2	121	October 7, 2021
Feature Store vs Data Warehouse Data Science of the Day fun-facts , machine-learning , data	0	5	October 28, 2021
Awaiting review of Maxine SDK Early Access application for 11 Weeks Maxine	0	8	October 28, 2021
Can't build a dynamic shapes network TensorRT	4	45	October 28, 2021
Huge speed difference between engines built from scratch and engines built from onnx TensorRT	8	221	October 28, 2021
TensorRT support for multiple GPUs - URGENT TensorRT	5	28	October 28, 2021
Packages have unmet dependencies (tensorRT) but TensorRT is installed TensorRT	5	23	October 27, 2021
RIVA on CPU server Riva	1	36	October 27, 2021
TF-TRT Errors fetching dynamic library TensorRT tensorrt , cuda , tensorflow , ubuntu , tf-trt	5	74	October 27, 2021
How to use setOptimizationProfileAsync with executeV2 TensorRT tensorrt	2	60	October 27, 2021
PyTorch or Tensorflow 2021 Data Science of the Day pytorch , fun-facts , deep-learning	0	81	October 27, 2021
How to perform batch inference with explicit batch? TensorRT	4	129	October 27, 2021
TensorRT TensorRT tensorrt , python	1	20	October 27, 2021
Triton server died before reaching ready state. Terminating Riva startup Riva	8	190	October 27, 2021
ONNX Model and Tensorrt Engine gives different output TensorRT tensorrt , onnx	6	49	October 27, 2021
What is the compute capability and SM value of GPU A10? Frameworks	0	15	October 27, 2021
There is a difference in inference speed in TensorRT 8 TensorRT tensorrt	3	51	October 27, 2021
N-gram LM and beams files related questions (audio transcription) Riva nemo , riva	1	26	October 27, 2021
ASR - Conformer -CTC: Audio File length and sampling rate Riva nemo , riva	1	31	October 27, 2021
Quantize Aware training on Style GAN 3 cuDNN	0	20	October 27, 2021
There's no well matched CUdnn's version for CUDA 11.5? cuDNN	4	355	October 26, 2021
Kaggle's 2021 State of Data Science and Machine Learning Survey Data Science of the Day fun-facts , kaggle , data-science , machine-learning	0	223	October 26, 2021
Adding a language model (LM) on top of the ASR - Conformer CTC Riva nemo	1	39	October 26, 2021
Conversion to tensorRT error . [graphShapeAnalyzer.cpp::throwIfError::1306] Error Code 9 TensorRT jetson-inference	8	538	October 26, 2021
Issues with torch.nn.ReflectionPad2d(padding) conversion to TRT engine TensorRT tensorrt , pytorch , onnx	16	257	October 26, 2021
Nvidea Brodcast App RTSP IP camera TensorRT	1	40	October 26, 2021
Onnx to TensorRT, with NVIDIA plugins (gridAnchor) TensorRT	9	371	October 25, 2021
TensorRT 8.2.0.6 Python parse report an error - Failed to add input to the network TensorRT	1	53	October 25, 2021
Interpreting A/B Test Results: False Positives and Statistical Significance Data Science of the Day fun-facts , data-science	0	178	October 25, 2021
CUDA error: unspecified launch failure TensorRT	1	35	October 25, 2021