Introduction

C++ implementations of Deep Lake optimized for faster data fetching and computations

Overview of Deep Lake's High-Performance Compute Engine built in C++

Compute Engine offers high-performance implementations of compute-heavy Deep Lake features, such as distributed dataloading, large queries, and indexing. The engine is built in C++ and the user-interface is in Python.

The Deep Lake Compute Engine is only accessible to registered and authenticated users, and it applies usage restrictions based on your Deep Lake Plan.

Features Optimized in the Compute Engine:

Performant DataloaderTensor Query Language (TQL)Index for ANN SearchManaged Tensor Database