sirius93123 Goto Github PK

elegant-finrl

Elegant FinRL: lightweight, efficient and stable FinRL

eyeriss-chisel3

eyeriss-chisel3

facegood-audio2face

http://www.facegood.cc

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

filter-pruning-geometric-median

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)

fingpt

Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.

finrl

A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020. 🔥

fisher-information-matrix

PyTorch implementation of FIM and empirical FIM

flexflow

A distributed deep learning framework that supports flexible parallelization strategies.

flextensor

Automatic Schedule Exploration and Optimization Framework for Tensor Computations

gas

gemm_avx2

Fast avx2/fma3 dgemm and sgemm subroutines for medium to large matrices(>2000*2000) on haswell/skylake/zen processors, with performances comparable to MKL.

gemm_avx2_fma3

sgemm and dgemm subroutine for large matrices, slightly outperform Intel MKL

gpu-sparsert

gpu_cuda

group_sparsity

Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.

hasco

agile hardware-software co-design

hawq

Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.

hessian

hessian in pytorch

hfuse

Horizontal Fusion

how-to-optimize-gemm

hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

inter-operator-scheduler

IOS: Inter-Operator Scheduler for CNN Acceleration

iree

A retargetable MLIR-based machine learning compiler and runtime toolkit.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

kd_lib

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

kill-the-bits

Code for: "And the bit goes down: Revisiting the quantization of neural networks"

libxsmm

Library for specialized dense and sparse matrix operations, and deep learning primitives.

llmspeculativesampling

Fast inference from large lauguage models via speculative decoding

llvm-project

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies. Note: the repository does not accept github pull requests at this moment. Please submit your patches at http://reviews.llvm.org.