Projects in Awesome Lists by spcl
A curated list of projects in awesome lists by spcl .
https://github.com/spcl/graph-of-thoughts
Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"
graph-of-thoughts graph-structures graphs large-language-models llm prompt-engineering prompting
Last synced: 13 May 2025
https://github.com/spcl/dace
DaCe - Data Centric Parallel Programming
cuda fpga high-level-synthesis high-performance-computing programming-language vivado-hls
Last synced: 14 May 2025
https://github.com/spcl/quarot
Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.
Last synced: 08 Apr 2025
https://github.com/spcl/gemm_hls
Scalable systolic array-based matrix-matrix multiplication implemented in Vivado HLS for Xilinx FPGAs.
fpga high-level-synthesis hls vivado-hls
Last synced: 16 May 2025
https://github.com/spcl/QuaRot
Code for QuaRot, an end-to-end 4-bit inference of large language models.
Last synced: 07 May 2025
https://github.com/spcl/pymlir
Python interface for MLIR - the Multi-Level Intermediate Representation
Last synced: 15 May 2025
https://github.com/spcl/ncc
Neural Code Comprehension: A Learnable Representation of Code Semantics
code-analysis embedding-based embedding-models embeddings llvm-ir machine-learning neural-networks
Last synced: 12 Apr 2025
https://github.com/spcl/mrag
Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"
Last synced: 04 Apr 2025
https://github.com/spcl/hls_tutorial_examples
Examples shown as part of the tutorial "Productive parallel programming on FPGA with high-level synthesis".
fpga high-level-synthesis hls intel-fpga opencl vivado-hls
Last synced: 20 Aug 2025
https://github.com/spcl/serverless-benchmarks
SeBS: serverless benchmarking suite for automatic performance analysis of FaaS platforms.
benchmark-framework benchmarking faas performance-analysis serverless
Last synced: 12 Apr 2025
https://github.com/spcl/substation
Research and development for optimizing transformers
Last synced: 10 Jul 2025
https://github.com/spcl/knowledge-graph-of-thoughts
Official Implementation of "Affordable AI Assistants with Knowledge Graph of Thoughts"
ai-assistant cypher gaia knowledge-graph large-language-models llm neo4j networkx
Last synced: 07 Oct 2025
https://github.com/spcl/pspin
PsPIN: A RISC-V in-network accelerator for flexible high-performance low-power packet processing
in-network-compute networking packet-processing pulp spin
Last synced: 13 Apr 2025
https://github.com/spcl/deep-weather
Deep Learning for Post-Processing Ensemble Weather Forecasts
Last synced: 07 Apr 2025
https://github.com/spcl/daceml
A Data-Centric Compiler for Machine Learning
compiler cuda deep-learning fpga high-performance-computing machine-learning pytorch
Last synced: 10 Sep 2025
https://github.com/spcl/npbench
NPBench - A Benchmarking Suite for High-Performance NumPy
benchmarking-framework benchmarking-suite numpy python
Last synced: 05 Apr 2025
https://github.com/spcl/open-earth-compiler
development repository for the open earth compiler
climate compiler high-performance-computing mlir stencil weather
Last synced: 13 Apr 2025
https://github.com/spcl/x1
Official Implementation of "Reasoning Language Models: A Blueprint"
large-language-models large-reasoning-models llm lrm mcts-for-llms reasoning-language-models reasoning-llms rlm
Last synced: 06 Oct 2025
https://github.com/spcl/ucudnn
Accelerating DNN Convolutional Layers with Micro-batches
Last synced: 07 Apr 2025
https://github.com/spcl/rfaas
rFaaS: a high-performance FaaS platform with RDMA acceleration for low-latency invocations.
faas faas-platform rdma serverless serverless-framework
Last synced: 09 May 2025
https://github.com/spcl/haystack
Haystack is an analytical cache model that given a program computes the number of cache misses.
analytical-model cache-mis cache-model cache-simulator performance-analysis
Last synced: 07 Apr 2025
https://github.com/spcl/rapidchiplet
A toolchain for rapid design space exploration of chiplet architectures
Last synced: 23 Oct 2025
https://github.com/spcl/sparsity-in-deep-learning
Bibtex for Sparsity in Deep Learning paper (https://arxiv.org/abs/2102.00554) - open for pull requests
Last synced: 13 Apr 2025
https://github.com/spcl/redmark
ReDMArk: Bypassing RDMA Security Mechanisms.
Last synced: 07 Apr 2025
https://github.com/spcl/apfp
FPGA acceleration of arbitrary precision floating point computations.
arbitrary-precision bignum fpga gmp high-level-synthesis high-performance-computing hls hpc mpfr multiple-precision vitis vivado-hls xilinx
Last synced: 07 Apr 2025
https://github.com/spcl/gms
GraphMineSuite (GMS): a benchmarking suite for graph mining algorithms such as graph pattern matching or graph learning
Last synced: 07 Apr 2025
https://github.com/spcl/ens10
Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
Last synced: 07 Apr 2025
https://github.com/spcl/faaskeeper
A fully serverless implementation of the ZooKeeper coordination protocol.
aws-lambda faas serverless zookeeper
Last synced: 25 Aug 2025
https://github.com/spcl/dace-vscode
Rich editor for SDFGs with included profiling and debugging, static analysis, and interactive optimization.
Last synced: 07 Apr 2025
https://github.com/spcl/checkembed
Official Implementation of "CheckEmbed: Effective Verification of LLM Solutions to Open-Ended Tasks"
Last synced: 11 Jun 2025
https://github.com/spcl/fmi
Function Message Interface (FMI): library for message-passing and collective communication for serverless functions.
communication faas high-performance-computing mpi serverless
Last synced: 20 Jun 2025
https://github.com/spcl/smat
Code for High Performance Unstructured SpMM Computation Using Tensor Cores
Last synced: 07 Apr 2025
https://github.com/spcl/smi
Streaming Message Interface: High-Performance Distributed Memory Programming on Reconfigurable Hardware
Last synced: 07 Apr 2025
https://github.com/spcl/stencilflow
fpga high-level-synthesis hls intel-fpga
Last synced: 16 Jun 2025
https://github.com/spcl/arrow-matrix
Arrow Matrix Decomposition - Communication-Efficient Distributed Sparse Matrix Multiplication
Last synced: 07 Apr 2025
https://github.com/spcl/naos
Naos: Serialization-free RDMA networking in Java
Last synced: 07 Apr 2025
https://github.com/spcl/absinthe
Absinthe is an optimization framework to fuse and tile stencil codes in one shot
Last synced: 07 Apr 2025
https://github.com/spcl/dnn-cpp-proxies
C++/MPI proxies for distributed training of deep neural networks.
Last synced: 07 Apr 2025
https://github.com/spcl/loggopsim
A LogGOPS (LogP, LogGP, LogGPS) Simulator and Simulation Framework
Last synced: 11 Sep 2025
https://github.com/spcl/nncompression
Compressing weather and climate data into neural networks
Last synced: 07 Apr 2025
https://github.com/spcl/vldb19-distributed-locking
This repository hosts the code used for the following paper: Claude Barthels, Ingo Müller, Konstantin Taranov, Torsten Hoefler, Gustavo Alonso. "Strong consistency is not hard to get: Two-Phase Locking and Two-Phase Commit on Thousands of Cores." In: PVLDB, 2020.
Last synced: 07 Apr 2025
https://github.com/spcl/open-earth-benchmarks
Open repository for climate and weather benchmark kernels
benchmarks climate high-performance-computing weather
Last synced: 07 Apr 2025
https://github.com/spcl/nbody_hls
Implementation of the N^2-formulation of N-body simulation with Vivado HLS for SDAccel platforms.
fpga high-level-synthesis hls vivado-hls
Last synced: 08 Oct 2025
https://github.com/spcl/simfs
SimFS: A Virtualizing Simulation Data File System Interface
Last synced: 07 Apr 2025
https://github.com/spcl/stencil_hls
Implementation of time and space-tiled stencil in Vivado HLS.
fpga high-level-synthesis hls vivado-hls
Last synced: 07 Apr 2025
https://github.com/spcl/polybench-comparator
Regression and comparison tools for the Polybench benchmark
Last synced: 07 Apr 2025
https://github.com/spcl/gdi-rma
Official Implementation of "The Graph Database Interface: Scaling Online Transactional and Analytical Graph Workloads to Hundreds of Thousands of Cores"
Last synced: 07 Apr 2025
https://github.com/spcl/atlahs
ATLAHS: An Application-centric Network Simulator Toolchain for AI, HPC, and Distributed Storage
Last synced: 13 Aug 2025
https://github.com/spcl/ho-gdb
Official implementation of "Higher-Order Graph Databases"
cypher gnn graph graph-database higher-order higher-order-graph hypergraph neo4j neo4j-database node-tuple olap oltp subgraph-collection
Last synced: 07 Oct 2025
https://github.com/spcl/perf-taint
Taint-based program analysis framework for empirical performance modeling.
clang compiler hpc llvm performance-analysis performance-modeling
Last synced: 01 Aug 2025
https://github.com/spcl/spatial-collectives
Optimized communication collectives for the Cerebras waferscale engine
Last synced: 07 Apr 2025
https://github.com/spcl/faaskeeper-python
Python client library for FaaSKeeper, the serverless ZooKeeeper.
Last synced: 07 Apr 2025
https://github.com/spcl/climetlab-maelstrom-ens10
MAELSTROM ENS10 dataset plugin for CliMetLab
Last synced: 19 Oct 2025
https://github.com/spcl/evalnet
Official Implementation of "EvalNet: A Practical Toolchain for Generation and Analysis of Extreme-Scale Interconnects"
interference multiplicity network-analysis network-topology networking shortest-paths
Last synced: 17 Aug 2025
https://github.com/spcl/nevermore
The source code for the Nevermore paper at ACM CCS'22
Last synced: 07 Apr 2025
https://github.com/spcl/llamp
Project repository for the SC24 paper LLAMP: Assessing Network Latency Tolerance of HPC Applications with Linear Programming
Last synced: 13 Apr 2025
https://github.com/spcl/fuzzyflow-artifact
Computational artifacts for the FuzzyFlow publication
Last synced: 13 Apr 2025
https://github.com/spcl/riscv-fp-tracer
RISC-V FP instruction tracer + Python emulator for RISC-V FP32/FP64 traces
Last synced: 02 Aug 2025
https://github.com/spcl/upm
User-guided Page Merging: Memory Deduplication for Serverless
Last synced: 13 Apr 2025