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Title: flodl - floDl

Open Graph Title: flodl - floDl

X Title: flodl - floDl

Description: A Rust deep learning framework on libtorch. Fluent graph API, heterogeneous multi-GPU DDP that beats published baselines, up to 31% faster than PyTorch. One curl to try it.

Open Graph Description: A Rust deep learning framework on libtorch. Fluent graph API, heterogeneous multi-GPU DDP that beats published baselines, up to 31% faster than PyTorch. One curl to try it.

X Description: A Rust deep learning framework on libtorch. Fluent graph API, heterogeneous multi-GPU DDP that beats published baselines, up to 31% faster than PyTorch. One curl to try it.

Opengraph URL: https://flodl.dev/

direct link

Domain: flodl.dev

og:typewebsite
og:imagehttps://flodl.dev/assets/images/logo.png
twitter:cardsummary_large_image
twitter:imagehttps://flodl.dev/assets/images/logo.png

Links:

https://flodl.dev/
Guidehttps://flodl.dev/guide/
PyTorch → Rusthttps://flodl.dev/guide/pytorch/migration
DDP (multi-GPU)https://flodl.dev/ddp-benchmark
Solo (flodl vs PyTorch)https://flodl.dev/benchmark
Bloghttps://flodl.dev/blog/
API Docshttps://docs.rs/flodl
GitHub https://github.com/flodl-labs/flodl
https://crates.io/crates/flodl
https://docs.rs/flodl
https://github.com/flodl-labs/flodl/actions
Get Startedhttps://flodl.dev/guide/
View on GitHub https://github.com/flodl-labs/flodl
Read the manifesto →https://flodl.dev/out-of-the-cave
fdl reference →https://flodl.dev/guide/cli/install
Porting guide →https://flodl.dev/guide/pytorch/porting
PyTorch migration →https://flodl.dev/guide/pytorch/migration
tch-rshttps://github.com/LaurentMazare/tch-rs
Standalone reference → https://flodl.dev/guide/cli/install#1-standalone-no-project-required
flodl-cli on crates.io → https://crates.io/crates/flodl-cli
Graph builder reference → https://flodl.dev/guide/graph-builder
Full benchmark report → https://flodl.dev/benchmark
He et al. 2015https://arxiv.org/abs/1512.03385
DDP benchmark report → https://flodl.dev/ddp-benchmark
DDP reference → https://flodl.dev/guide/ddp/reference
DDP benchmark sweephttps://flodl.dev/ddp-benchmark
Read the manifestohttps://flodl.dev/out-of-the-cave
The trajectory thesishttps://flodl.dev/thesis
GitHubhttps://github.com/flodl-labs/flodl
API Docshttps://docs.rs/flodl
crates.iohttps://crates.io/crates/flodl
Guidehttps://flodl.dev/guide/
Solo Benchmarkhttps://flodl.dev/benchmark
DDP Benchmarkhttps://flodl.dev/ddp-benchmark
Bloghttps://flodl.dev/blog/
Thesishttps://flodl.dev/thesis
Manifestohttps://flodl.dev/out-of-the-cave
fab2shttps://github.com/fab2s

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