DREAMPlace

Component placer

A tool for optimizing the placement of components in integrated circuits using deep learning techniques and GPU acceleration.

Deep learning toolkit-enabled VLSI placement

GitHub

724 stars
21 watching
208 forks
Language: C++
last commit: almost 2 years ago
Linked from 2 awesome lists

deep-learninggpu-accelerationpytorchvlsivlsi-physical-designvlsi-placement

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
rachelselinar/dreamplacefpgaAn analytical placer for heterogeneous FPGAs using deep learning and GPU acceleration77
zslwyuan/amf-placerAn FPGA placement tool with timing-driven capabilities99
nvlabs/autodmpAutomated placement of integrated circuits with macro and standard cell placement enhancements133
nvdla/hwThe NVDLA project provides hardware designs and tools for building deep learning inference accelerators.1,763
eduardoleao052/js-pytorchA JavaScript library that provides GPU-accelerated deep learning capabilities with automatic differentiation and neural network layers.1,093
vlgiitr/dmn-plusA PyTorch implementation of an improved question answering architecture with dynamic memory networks and attention mechanisms64
hungryproton/scatterAutomates the placement of assets in 3D scenes using procedural rules and shapes2,216
zehfernandes/framer-loadingplaceholderProvides a loading placeholder component for FramerJS projects16
coreylowman/dfdxA deep learning library for Rust with GPU acceleration and ergonomic API.1,754
deepakkumar1984/amplifier.netA .NET library that enables developers to run complex applications on various hardware platforms without writing additional C kernel code.177
grantneale/kafka-lag-based-assignorA Kafka consumer group assignor that aims to distribute lag evenly across consumers by balancing partitions based on lag levels.12
gpleiss/nnlrAdds layer-wise learning rate schemes to a deep neural network implementation47
mapillary/inplace_abnAn optimization technique to reduce memory usage in deep neural networks during training1,323
cupofjoakim/framer.placeholdProvides a library of image placeholder services for use in Framer prototypes.11
progamergov/neural-dreamAn implementation of DeepDream algorithm using PyTorch for image processing and computer vision.133