AI & Data Science

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

Topic	Replies	Views	Activity
Latency linearly increases when increased batch size or concurrent models TensorRT inference-server-triton	13	132	September 24, 2021
Latency linearly increases when increased batch size or concurrent models Tensorrt Triton Inference Server tensorrt	2	34	September 24, 2021
Simple 2 layer U-Net breaks TensorRT conversion TensorRT	13	109	September 24, 2021
TensorRT L4T docker image Python version Issue TensorRT	4	43	September 24, 2021
Fast Fourier Transform: Scaling Multi-Point Evaluation Data Science of the Day fun-facts , data-science , data	0	37	September 24, 2021
Post quantization aware training is slower than fp16 and post quantization TensorRT	2	19	September 24, 2021
Can CUDNN be split more finely? cuDNN	2	91	September 24, 2021
Does tensorrt support calibration on dynamic shape? TensorRT	9	113	September 24, 2021
Increase in Latency after Optimising Deeplab model using Tensor rt TensorRT	12	192	September 24, 2021
DIGITS - Paused after 21.09 Release DIGITS After release 21.09, future releases of the DIGITS container will be paused for approximately 6 months.	1	10	September 24, 2021
Data inferencing to INT8U quantized model TensorRT tensorrt	1	21	September 24, 2021
Issues with torch.nn.ReflectionPad2d(padding) conversion to TRT engine TensorRT tensorrt , pytorch , onnx	1	17	September 24, 2021
Error in converting a tensorflow model to FF and builds the TensorRT engine TensorRT	4	128	September 23, 2021
[TensorRT] ERROR: Network must have at least one output TensorRT tensorrt	18	317	September 23, 2021
Gaussian Processes From Scratch Data Science of the Day python , fun-facts	0	211	September 21, 2021
Frameworks compatible with WSL2 Frameworks wsl , riva	1	84	September 23, 2021
Transposed Convolution cuDNN	4	317	September 23, 2021
Where can download model file for ssd-resnet34 and Bert-Large TensorRT tensorrt	4	34	September 23, 2021
Missing quantization data when converting TF2.x QAT => ONNX => TensorRT TensorRT tensorrt	3	82	September 23, 2021
Missing TensorRT library TensorRT	4	684	September 23, 2021
Setting the batch in TensorRT using CPP API TensorRT tensorrt	1	30	September 23, 2021
Cannot find any whl file in zip file of TensorRT 8.0.3.4 for windows TensorRT tensorrt	4	105	September 23, 2021
ResourceExhaustedError: OOM when allocating tensor of shape [128] Triton Inference Server tensorflow	0	22	September 23, 2021
Contact Center Video Conference demo throwing connection error via streamingRecognize callback Riva riva	7	133	September 23, 2021
cuDNN found but version can't be deduced cuDNN camera , cuda	19	4014	September 22, 2021
Inference Broken - Long Form Audio and gRPC max message sizes Riva	7	115	September 22, 2021
Problem of conversion lite-hrnet onnx to trt engine TensorRT	3	136	September 22, 2021
Trends to Watch in Sept 2021 Data Science of the Day ai , fun-facts , data-science	0	261	September 22, 2021
Object detection model training - FasterRCNN with ResNet backbone Frameworks jetson-inference	0	21	September 22, 2021
TensorRT 7 conv3d is not running on Tensor Cores TensorRT	7	137	September 22, 2021