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intel / lkp-tests
Forked from fengguang/lkp-testsLinux Kernel Performance tests
A collection of software performance content, blogs, books, and lists.
ML Collections is a library of Python Collections designed for ML use cases.
A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
Intel® AI Reference Models: contains Intel optimizations for running deep learning workloads on Intel® Xeon® Scalable processors and Intel® Data Center GPUs
An implementation of a deep learning recommendation model (DLRM)
A simple and effective method for detecting out-of-distribution images in neural networks.
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Fast Matrix Multiplication Implementation in C programming language. This matrix multiplication algorithm is similar to what Numpy uses to compute dot products.
Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
PyTorch implementation of the Deep SLDA method from our CVPRW-2020 paper "Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis"
Reference models and tools for Cloud TPUs.
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)
Official PyTorch implementation of "ML-Decoder: Scalable and Versatile Classification Head" (2021)
Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper
A playbook for systematically maximizing the performance of deep learning models.
an eBPF-based monitoring tool to measure container resource usage, power consumption, network I/O, and file I/O
Open-source benchmark suite for cloud microservices
Pluggable in-process caching engine to build and scale high performance services
RAMspeed/SMP, a cache and memory benchmarking tool