Pelemay Backend (Aspirations for 2022)

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  • nx

    Multi-dimensional arrays (tensors) and numerical definitions for Elixir (by elixir-nx)

  • Nx is "Numerical Elixir," which realizes multi-dimensional arrays (tensors) and numerical definitions for Elixir. Nx can have a backend. The default backend is the binary backend written in pure Elixir. EXLA, Elixir client for Google's XLA (Accelerated Linear Algebra), and Torchx, Elixir client for LibTorch (from PyTorch), have each backend. Such a backend can be implemented the behavior defined by Nx.Backend.

  • pelemay

    Pelemay is a native compiler for Elixir, which generates SIMD instructions. It has a plan to generate for GPU code.

  • We researched and developed Pelemay, a native compiler for Elixir. We made presentations about it at Lonestar ElixirConf 2019 and ElixirConf US 2019. It can compile Elixir code with pipelined Enum.map into native code with SIMD instruction, just in time.

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    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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