superfastml
SuperfastML is an open-source machine learning library designed to enable fast training and efficient deployment across CPU, GPU, and accelerator hardware. It provides a Python API with a high-performance C++ core and employs a just-in-time compiler to optimize core tensor operations. The project emphasizes low-latency inference and memory efficiency, aiming to complement existing frameworks rather than replace them in all workflows.
History and governance: SuperfastML was initiated in 2021 by researchers and engineers from multiple institutions. It
Architecture and features: The library includes a tensor library, a graph optimizer, and a runtime that supports
Performance and use: Benchmarks in the official documentation report speedups on matrix multiplications, convolutions, and other
Licensing and availability: SuperfastML is released under the Apache 2.0 license with source code hosted on