Metadata-Version: 2.4
Name: tensor-lattice-neural-layer
Version: 0.1.0
Summary: Tensor Lattice Neural Layer for PyTorch memory and latency optimization
Home-page: https://github.com/aamubaroq85-crypto/tensor-lattice-neural-layer
Author: Baroq
Author-email: aamubaroq85@gmail.com
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8
Description-Content-Type: text/markdown
Requires-Dist: torch>=1.12.0
Dynamic: author
Dynamic: author-email
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: home-page
Dynamic: requires-dist
Dynamic: requires-python
Dynamic: summary

# ⚡ TLNL: Tensor Lattice Neural Layer

[![PyPI version](https://badge.fury.io/py/tlnl.svg)](https://badge.fury.io/py/tlnl)
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)

**TLNL** adalah paket *drop-in replacement layer* untuk PyTorch yang dirancang untuk mengoptimalkan efisiensi memori (VRAM) serta mempercepat waktu inferensi (latensi) pada arsitektur Deep Learning berbasis **Transformasi Latis Non-Linier**.

## 🚀 Fitur Utama

- **VRAM Savings:** Mengurangi konsumsi memori GPU hingga **~55%**.
- **Accelerated Inference:** Peningkatan kecepatan inferensi hingga **1.22x** dibandingkan `nn.Linear` standar.
- **Drop-in Replacement:** Sangat mudah diintegrasikan ke dalam model PyTorch yang sudah ada.

## 📦 Instalasi

```bash
pip install tlnl
