AI and Memory Wall
☆228Mar 23, 2024Updated 2 years ago
Alternatives and similar repositories for ai_and_memory_wall
Users that are interested in ai_and_memory_wall are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆25May 12, 2025Updated last year
- ☆13Feb 22, 2023Updated 3 years ago
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,896Jul 1, 2026Updated 2 weeks ago
- MNSIM version 1.1. We have uploaded a high-level modeling tool and please use this version: https://github.com/Zhu-Zhenhua/MNSIM_Python☆12Dec 12, 2019Updated 6 years ago
- A schedule language for large model training☆153Aug 21, 2025Updated 10 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆43Jun 13, 2025Updated last year
- SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.☆51May 23, 2023Updated 3 years ago
- A baseline repository of Auto-Parallelism in Training Neural Networks☆145Jun 25, 2022Updated 4 years ago
- Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616☆133Jul 6, 2023Updated 3 years ago
- Artifacts for ATC '22 paper "Faster Software Packet Processing on FPGA NICs with eBPF Program Warping"☆17May 20, 2022Updated 4 years ago
- ☆43Sep 6, 2021Updated 4 years ago
- A PIM instrumentation, compilation, execution, simulation, and evaluation repository for BLIMP-style architectures.☆17May 12, 2022Updated 4 years ago
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,344Aug 28, 2025Updated 10 months ago
- Training neural networks in TensorFlow 2.0 with 5x less memory☆137Feb 21, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [ICASSP'22] Integer-only Zero-shot Quantization for Efficient Speech Recognition☆34Oct 11, 2021Updated 4 years ago
- SOTA Learning-augmented Systems☆37May 21, 2022Updated 4 years ago
- ☆15Apr 20, 2022Updated 4 years ago
- Code needed to reproduce results from my ICLR 2019 paper on fixed-point quantization of the backprop algorithm.☆10Jan 24, 2019Updated 7 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆58Aug 21, 2024Updated last year
- GPU Performance Advisor☆66Jul 25, 2022Updated 3 years ago
- Accelerating Recommender model training by leveraging popular choices -- VLDB 2022☆31Sep 15, 2024Updated last year
- MSCCL++: A GPU-driven communication stack for scalable AI applications☆541Updated this week
- ☆22Nov 7, 2018Updated 7 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆103Jan 17, 2024Updated 2 years ago
- ☆83Nov 16, 2020Updated 5 years ago
- ☆26Dec 4, 2020Updated 5 years ago
- Graphiler is a compiler stack built on top of DGL and TorchScript which compiles GNNs defined using user-defined functions (UDFs) into ef…☆59Oct 3, 2022Updated 3 years ago
- Latency and Memory Analysis of Transformer Models for Training and Inference☆489Apr 19, 2025Updated last year
- ☆39Jan 15, 2021Updated 5 years ago
- ☆646Jan 14, 2026Updated 6 months ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)☆11Jun 1, 2021Updated 5 years ago
- Automatic Schedule Exploration and Optimization Framework for Tensor Computations☆184Apr 25, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆76May 31, 2021Updated 5 years ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆135Feb 22, 2024Updated 2 years ago
- paper and its code for AI System☆374May 14, 2026Updated 2 months ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127May 9, 2022Updated 4 years ago
- [EMNLP 2024 Main] Virtual Personas for Language Models via an Anthology of Backstories☆37Feb 10, 2026Updated 5 months ago
- Training and serving large-scale neural networks with auto parallelization.☆3,178Dec 9, 2023Updated 2 years ago
- ML model training for edge devices☆170Sep 29, 2023Updated 2 years ago