November 23, 2020
NVIDIA Merlin Deepens Commitment to Deep Learning Recommenders with Latest Beta Update
November 23, 2020
How NVIDIA DriveWorks Ensures AV Sensors Stay Aligned
November 23, 2020
NVIDIA Announces Nsight Graphics 2020.6
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October 2020
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Updating AI Product Performance from Throughput to Time-To-Solution
Data scientists and researchers work toward solving the grand challenges of humanity with AI projects such as developing autonomous cars or nuclear fusion energy research. They depend on powerful, high-performance AI platforms as essential tools to conduct their work. Even enterprise-grade AI implementation efforts—adding intelligent video analytics to existing video camera streams or image classification […]
Detecting Divergence Using PCAST to Compare GPU to CPU Results
Parallel Compiler Assisted Software Testing (PCAST) is a feature available in the NVIDIA HPC Fortran, C++, and C compilers. PCAST has two use cases. The first is testing changes to parts of a program, new compile-time flags, or a port to a new compiler or to a new processor. You might want to test whether […]
Accelerating HPC Applications with NVIDIA Nsight Compute Roofline Analysis
Writing high-performance software is no simple task. After you have code that can compile and run, a new challenge is introduced when you try and understand how it is performing on the available hardware. Different platforms, whether they are CPUs, GPUs, or something else, will have different hardware limitations like available memory bandwidth and theoretical […]
Building a Benchmark for Human-Level Concept Learning and Reasoning
Humans have an inherent ability to learn novel concepts from only a few samples and generalize these concepts to different situations. Even though today’s machine learning models excel with an abundance of training data on standard recognition tasks, a considerable gap exists between machine-level pattern recognition and human-level concept learning. Over 50 years ago, M. […]
