[ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning
☆10Apr 28, 2023Updated 2 years ago
Alternatives and similar repositories for acpsgd
Users that are interested in acpsgd are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- We present a set of all-reduce compatible gradient compression algorithms which significantly reduce the communication overhead while mai…☆10Nov 14, 2021Updated 4 years ago
- [ICDCS 2023] DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining☆12Dec 4, 2023Updated 2 years ago
- Hi-Speed DNN Training with Espresso: Unleashing the Full Potential of Gradient Compression with Near-Optimal Usage Strategies (EuroSys '2…☆15Sep 21, 2023Updated 2 years ago
- A comprehensive overview of Data Distillation and Condensation (DDC). DDC is a data-centric task where a representative (i.e., small but …☆13Dec 1, 2022Updated 3 years ago
- SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization☆11Aug 12, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ICML2022] ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training☆23Oct 17, 2022Updated 3 years ago
- Implementation of Gradient Information Optimization (GIO) for effective and scalable training data selection☆14Jun 22, 2023Updated 2 years ago
- Official code repository for the paper: AbsPyramid: Benchmarking the Abstration Ability of Language Models with a Unified Entailment Grap…☆13Oct 30, 2024Updated last year
- THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression☆19Jul 30, 2024Updated last year
- Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated…☆30Feb 10, 2023Updated 3 years ago
- CIFAR-10 image classification of imbalanced data using bottleneck features extracted from the autoencoder.☆10Sep 26, 2019Updated 6 years ago
- ☆16Nov 10, 2025Updated 4 months ago
- Code for "Structured Sparsity Inducing Adaptive Optimizers for Deep Learning" in PyTorch☆18Feb 11, 2021Updated 5 years ago
- ☆12Dec 26, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- The official implement of paper "Does Federated Learning Really Need Backpropagation?"☆23Feb 9, 2023Updated 3 years ago
- Attention-Based Guided Structured Sparsity of Deep Neural Networks☆29Mar 22, 2020Updated 6 years ago
- [AFK] Hardware router in Chisel (THU Network Joint Lab 2020)☆14Oct 8, 2020Updated 5 years ago
- Automatic ReLU Reduction☆15Dec 20, 2023Updated 2 years ago
- ☆12Aug 22, 2023Updated 2 years ago
- ☆20Jun 1, 2025Updated 9 months ago
- Prefix-Aware Attention for LLM Decoding☆31Jan 23, 2026Updated 2 months ago
- Reading seminar in Harvard Cloud Networking and Systems Group☆16Aug 29, 2022Updated 3 years ago
- PyTorch code for our paper "Resource-Adaptive Federated Learning with All-In-One Neural Composition" (NeurIPS2022)☆19Dec 4, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆69Mar 14, 2023Updated 3 years ago
- [ICML 2021] "Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse Training" by Shiwei Liu, Lu Yin, De…☆45Nov 11, 2023Updated 2 years ago
- GRACE - GRAdient ComprEssion for distributed deep learning☆139Jul 23, 2024Updated last year
- Personal blog + reading notes on system-ish papers☆16Oct 29, 2023Updated 2 years ago
- ☆17May 10, 2024Updated last year
- ☆10Jun 19, 2023Updated 2 years ago
- QuantEase, a layer-wise quantization framework, frames the problem as discrete-structured non-convex optimization. Our work leverages Coo…☆19Feb 22, 2024Updated 2 years ago
- ☆27Aug 25, 2023Updated 2 years ago
- LLM training parallelisms (DP, FSDP, TP, PP) in pure C☆26Jan 27, 2026Updated last month
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Evaluation code and data for "Automatic Correction of Human Translations" [NAACL 2022].☆19Dec 9, 2022Updated 3 years ago
- ☆39Oct 11, 2025Updated 5 months ago
- ☆16Apr 22, 2025Updated 11 months ago
- 训练营训练方向项目☆26Jan 28, 2026Updated last month
- Examples to control the Opal C1 from within python.☆17May 7, 2023Updated 2 years ago
- Code for Analyzing Redundancy in Pretrained Transformer Models accepted at EMNLP 2020☆14Oct 6, 2020Updated 5 years ago
- [ICCV 2023] Among Us: Adversarially Robust Collaborative Perception by Consensus☆21Feb 18, 2024Updated 2 years ago