deepmark THE Deep Learning Benchmarks See:soumith/convnet-benchmarks#101 Come back here on June 15th, 2016. A bit delayed due to y'know -- a lot of co-ordination among groups. Networks Images InceptionV3-batchnorm (http://arxiv.org/abs/1512.00567,https://gist.github.com/soumith/e18a5...
Benchmark updates (#10160) Dec 16, 2024 .gitignore Follow up test fixes (dimensions as ndarray inputs)/misc fixes (#9584) Dec 29, 2021 CONTRIBUTING.md Fix broken links in CONTRIBUTING.md (#9692) May 24, 2022 LICENSE Eclipse Migration Initial Commit ...
Learning with Continuous-Time Dynamic Graphs The Benchmark Problem Spatio-temopral graph benchmark D-TDG benchmark C-TDG benchmark Abstract 深度图网络(DGNs)研究领域蓬勃发展,但仍有一些尚未解决的重要挑战尚未解决。具体来说,人们迫切希望使DGNs适应现实世界的互联实体系统上的预测任务,这些系统会随着时间的...
Benchmarks Case Studies Netflix* Improves Video Encoding Performance up to 2X Netflix* engineers optimized cloud-based video encoding by using oneDNN to get the most out of the Intel® Advanced Vector Extensions 512 (Intel® AVX-512) instruction set. Learn More IBM* Research Improves Watson...
Get up and running quickly with NVIDIA’s complete solution stack: Pull software containers fromNVIDIA® NGC™. Read how NVIDIA’s supercomputer won every benchmark inMLPerf HPC 2.0. Inference NVIDIA Blackwell sets new LLM Inference records inMLPerf Inference v4.1. ...
Deep learning (DL) is a class of ML algorithms that involves various artificial neural network architectures. DL models rely on nodes (also called neurons or units), which are functions that transform inputs and forward the outputs to other nodes. The connections between nodes result in a netwo...
The desire to understand how the brain generates and patterns behavior has driven rapid methodological innovation in tools to quantify natural animal behavior. While advances in deep learning and computer vision have enabled markerless pose estimation in
Alzheimer’s disease has become one of the most common neurodegenerative diseases worldwide, which seriously affects the health of the elderly. Early detection and intervention are the most effective prevention methods currently. Compared with traditiona
Keras 3: Deep Learning for Humans Keras 3 is a multi-backend deep learning framework, with support for JAX, TensorFlow, PyTorch, and OpenVINO (for inference-only). Effortlessly build and train models for computer vision, natural language processing, audio processing, timeseries forecasting, recommen...
2022. "Deep Learning-Based Bug Report Summarization Using Sentence Significance Factors" Applied Sciences 12, no. 12: 5854. https://doi.org/10.3390/app12125854 APA Style Koh, Y., Kang, S., & Lee, S. (2022). Deep Learning-Based Bug Report Summarization Using Sentence Significance Factors....