ltatzel

ltatzel's starred repositories

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

tueplots

Figure sizes, font sizes, fonts, and more configurations at minimal overhead. Fix your journal papers, conference proceedings, and other scientific publications.

Language:PythonMIT675 4 54

backpack

BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.

Language:PythonMIT561 6 80

probnum

Probabilistic Numerics in Python.

Language:PythonMIT438 8 300

jax-windows-builder

A community supported Windows build for jax.

Language:PowerShell349 15 31

algorithmic-efficiency

MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.

Language:PythonApache-2.0332 25 222

asdl

ASDL: Automatic Second-order Differentiation Library for PyTorch

Language:PythonMIT178 4 3

DeepOBS

DeepOBS: A Deep Learning Optimizer Benchmark Suite

Language:PythonMIT103 5 15

skerch

Sketched matrix decompositions for PyTorch

Language:PythonMIT65 3 2

vivit

[TMLR 2022] Curvature access through the generalized Gauss-Newton's low-rank structure: Eigenvalues, eigenvectors, directional derivatives & Newton steps

Language:PythonMIT17 2 2