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!! Data Processing Looking for help or guidance for anything from data ingestion to deploying machine learning? This is the place. 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
Low utilization of Tensor RT cores TensorRT	4	19	July 24, 2021
Losses are different after training on Jetson or Desktop TensorRT cuda , tensorflow , jetson-inference	1	14	July 23, 2021
Best practices for reporting an issue or bug relating to TensorRT TensorRT	0	3295	September 21, 2018
Pytorch to Onnx to TRT: Unstable Output when running TRTExec TensorRT	8	87	July 23, 2021
Looking for real fix for invalid resource handle error TensorRT jetson-inference , onnx	4	20	July 23, 2021
Can not import uff in x86_64 platform in tensorrt7.1.3.4 TensorRT	1	16	July 23, 2021
Onnx with dynamic batch cannot be parsed TensorRT tensorrt	1	21	July 23, 2021
How to Train Vision Transformers? Data Science of the Day fun-facts , data	0	35	July 23, 2021
TensorRT6 Dynamic Input Size does not support int8 with calibrator. TensorRT	13	1903	July 23, 2021
TensorRT С++ optimization profile TensorRT tensorrt , opencv , cuda	25	267	July 23, 2021
I get an error when I use DeepStream-l4t TensorRT	1	19	July 23, 2021
Inference time becomes longer when doing non-continuous fp16 or int8 inference TensorRT tensorrt , jetson-inference	5	57	July 23, 2021
Trtexec and dynamic batch size TensorRT	4	945	July 22, 2021
Multiple calls of enqueueV2 TensorRT	7	93	July 22, 2021
No transfer conversion from Planar NCV_BGR/NVCV_F32 to DX11 textures Maxine	1	66	July 22, 2021
Warnings after installing TensorRT TensorRT tensorrt	1	32	July 22, 2021
Validation with engine file, that gives 2 outputs TensorRT tensorrt	2	28	July 22, 2021
TensorRT 7 ONNX models with variable batch size TensorRT	12	4937	July 22, 2021
TensorRT trtexec.exe profiling tool - GPU vs Host latency TensorRT	2	340	July 22, 2021
Decision Transformer: Reinforcement Learning via Sequence Modeling Data Science of the Day ai , fun-facts	0	116	July 22, 2021
Problem converting TensorFlow 2-> ONNX model to TensorRT Engine (efficientdet_d0) TensorRT	4	44	July 22, 2021
PyTorch model loosing accuracy when converting to TensorRT TensorRT tensorrt	9	108	July 22, 2021
How to use cudnn backend to train a cnn network with relu or bn layers? cuDNN	8	54	July 22, 2021
EA vs GA TensorRT	1	39	July 22, 2021
How concat weights for cudnnMultiHeadAttnForward dw cuDNN	14	213	July 22, 2021
Trtexec can not convert resnet152 onnx to TRT engine, without prompting error! TensorRT	12	155	July 22, 2021
Train on large image resolution with multi-gpu Frameworks	2	26	July 22, 2021
TensorRT and cuDNN DEB packages for Ubuntu 20.04 LTS TensorRT	7	1258	July 22, 2021
Is it planned to support Conformer-CTC models on the Jarvis toolkit? Products jarvis	3	54	July 22, 2021
Onnx to TensorRT, with NVIDIA plugins (gridAnchor) TensorRT	8	176	July 20, 2021