Quantum-Inspired Probabilistic Domain-Specific Language (CUDA-only)
Project description
QIP-DSL: Quantum-Inspired Probabilistic Domain-Specific Language (CUDA-only)
QIP-DSL is a high-performance Quantum-Inspired Probabilistic Domain-Specific Language designed for quantum simulation, optimization, and machine learning tasks. It leverages CUDA for GPU acceleration to provide exceptional performance for matrix operations and quantum-inspired algorithms.
Features
- CUDA-Accelerated Matrix Operations: High-performance matrix operations optimized for NVIDIA GPUs
- Quantum-Inspired Algorithms: Implementations of quantum-inspired optimization and simulation algorithms
- Entanglement Simulation: Tools for simulating quantum entanglement and related phenomena
- Probabilistic Sampling: Efficient sampling from complex probability distributions
Requirements
- CUDA 12.0 or higher
- NVIDIA GPU with Compute Capability 6.0 or higher
- Python 3.6 or higher
Installation
pip install qipdsl
Important Note
This package will NOT work on systems without CUDA. It will raise an error at runtime if no CUDA-capable devices are found.
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