Hi!
writing
torch-webgpu: PyTorch compiler and WebGPU runtime
[In progress]
Open source
pytorch
webgpu
compilers
Solving 0/1 Knapsack problem with sliding window and Hirschberg algorithm
[To be published]
Paged Out!, Issue #8, 2026
algorithms
optimization
math
Use 20x less peak RAM with dp_knapsack_sliding_hirschberg, a new activation memory budget solver for PyTorch
2025-11-21
Open source
pytorch
algorithms
compilers
optimization
Self-contained handwritten digit recognizer
2025-01-01
Paged Out!, Issue #7, page 11 ·
Open source
ml
neural-networks
from-scratch
A primer on Differentiable Architecture Search
2025-01-01
Paged Out!, Issue #6, page 5 ·
Open source
ml
automl
neural-networks
pytorch
GPT in PyTorch
2024-01-01
Paged Out!, Issue #5, page 6 ·
Open source
pytorch
llm
transformers
Building automated machine learning with type inference
2024-01-01
Paged Out!, Issue #4, page 4 ·
Open source
automl
ml
python
about me
I like computers. Nowadays I focus on deep learning compilers
Night job:
building torch-webgpu - PyTorch compiler and WebGPU runtime
Day job:
Applying LLMs to things
GitHub:
@jmaczan
Mastodon:
mathstodon.xyz/@jmaczan
X/Twitter:
@jedmaczan
Email: jedrzej@maczan.pl
HackTheBox:
@7563687575
(inactive,
had
fun
some time ago)
Anita's paintings:
anitamaczan.pl
, instagram:
@anita_maczan
. . ...