Skip to main content

Lantern: safer than a torch

Lantern is a software package to support SMT analysis of affine multiplexing neural networks using PyTorch and Z3.

See: docs/lantern/ for (generated) documentation.

See: requirements.txt for dependencies.

An annotated example.py demonstrates basic usage.

Lantern was developed against torch==1.5.0 and z3-solver==4.8.7.0. Linear Real Arithmetic appears to be stable, but we have noticed some changes to the floating point solvers as z3 continues to be developed.

Metadata

Release files for lantern-smt 0.1.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for lantern-smt 0.1.0
File Size Uploaded
lantern-smt-0.1.0.tar.gz 4.0 kB Details

Release files / lantern-smt-0.1.0.tar.gz

Download URL lantern-smt-0.1.0.tar.gz
Size 4.0 kB
Tags Source
SHA-256 checksum
How to use checksums
7d2891ea864a79312d74a955e8360c90cddd50c7baa9f7206ef098e060493f22
BLAKE2b-256 checksum
How to use checksums
00f86ff73d62527216b851991085be17a51077425e484e61b188d0a40a35c2df
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.47.0 CPython/3.8.3

Release history Release notifications | RSS feed

This release

0.1.0 This release

1 release file

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page