rdadolf / fathom
Reference workloads for modern deep learning methods.
☆73Updated 2 years ago
Alternatives and similar repositories for fathom:
Users that are interested in fathom are comparing it to the libraries listed below
- Kernel Fusion and Runtime Compilation Based on NNVM☆70Updated 8 years ago
- Repository for the tools and non-commercial data used for the "Accelerator wall" paper.☆49Updated 6 years ago
- An analytical performance modeling tool for deep neural networks.☆88Updated 4 years ago
- Explore the energy-efficient dataflow scheduling for neural networks.☆221Updated 4 years ago
- Flexible GPGPU instrumentation☆86Updated 5 years ago
- Provides Spatial with front-end support from popular machine learning frameworks☆33Updated 5 years ago
- A pre-RTL, power-performance model for fixed-function accelerators☆174Updated last year
- A Deep Learning Meta-Framework and HPC Benchmarking Library☆81Updated 2 years ago
- ☆25Updated 5 years ago
- ☆47Updated 2 years ago
- Documentation for StreamExecutor open source proposal☆83Updated 9 years ago
- Polyhedral Parallel Code Generation (source repository: http://repo.or.cz/ppcg.git)☆125Updated 2 years ago
- TVM stack: exploring the incredible explosion of deep-learning frameworks and how to bring them together☆64Updated 6 years ago
- Modified version of PyTorch able to work with changes to GPGPU-Sim☆51Updated 2 years ago
- A Language for Closed-form High-level ARchitecture Modeling☆20Updated 5 years ago
- This repository contains the results and code for the MLPerf™ Training v0.5 benchmark.☆35Updated last year
- A Benchmark Suite for Heterogeneous System Computation☆53Updated last month
- Simulator for Heterogeneous Architecture☆12Updated 9 years ago
- MLIRX is now defunct. Please see PolyBlocks - https://docs.polymagelabs.com☆38Updated last year
- ParaDnn: A systematic performance analysis methodology for deep learning.☆39Updated 5 years ago
- Intel(R) Machine Learning Scaling Library is a library providing an efficient implementation of communication patterns used in deep learn…☆109Updated 2 years ago
- Training deep neural networks with low precision multiplications☆63Updated 9 years ago
- Fast matrix multiplication for few-bit integer matrices on CPUs.☆27Updated 6 years ago
- MAFIA: Multiple Application Framework for GPU architectures☆25Updated 3 years ago
- The OpenDwarfs project provides a benchmark suite consisting of different computation/communication idioms, i.e., dwarfs, for state-of-ar…☆99Updated 5 years ago
- A GPU cache model for research purposes☆28Updated 11 years ago
- A Comprehensive Benchmark Suite for Graph Computing☆67Updated 6 years ago
- SST Architectural Simulation Components and Libraries☆95Updated this week
- MIOpenGEMM is now deprecated☆62Updated last year
- ColTraIn HBFP Training Emulator☆16Updated 2 years ago