Software Ecosystem

    • User Mode Binary Emulators

      • x86-64

        Dynamic binary translation from x86-64

      • ARM V8

        Dynamic binary translation from ARM V8

      • RISC-V

        Dynamic binary translation from RISC-V

    • Emulators

      • gdbsim

        This CPU emulator can be used as either a standalone functional emulator of Prodigy ISA or as part of cross-mode GDB allowing to debug Prodigy user mode application on any other host platform.

        All vector operations are encoded and implemented in GDB-sim.

      • QEMU logo


        QEMU is a generic and opensource machine emulator and virtualizer. It supports both User-mode emulation and Full-system emulation.

        Tachyum port can be used for two purposes - to emulate Prodigy ISA on any other supported architecture or to run pre-existing applications on Prodigy Linux/BSD system.

    • Binary Tools

      • GNU Binutils logo

        GNU Binutils

        The GNU Binutils are a collection of binary tools to manipulate object files. Main tools in the collections are ld (linker) and as (assembler, known as GAS – GNU Assembler), but there are many more smaller tools like objdump (dump information about object files).

    • Debugging

      • GDB logo


        GDB, the GNU Project debugger, allows you to see what is going on “inside” another program while it executes or what another program was doing at the moment it crashed.

        With GDB, a Prodigy application can be debugged in various scenarios: as a part of cross-toolchain using either functional simulator or QEMU as execution engine on non-Prodigy host; connecting to GDB server running on native or full-system-mode-emulation Linux/BSD kernel, from any supported host; or as a native Linux/BSD debugger.

      • OpenOCD

        “Open On-Chip Debugger” allows to connect to a target using low-level JTAG interface to help facilitate system bring-up and initial stages of very low-level debugging.

      • KGDB

        Kgdb is intended to be used as a source level debugger for the Linux kernel. It is used along with gdb to debug a Linux kernel.

      • JTAG Debugger logo

        JTAG Debugger

        JTAG is more than debugging and programming. Processors use JTAG to provide access to their debug/emulation functions and all FPGAs and CPLDs use JTAG to provide access to their programming functions.

    • Compilers and Libraries

      • GCC logo


        The GNU Compiler Collection includes front ends for C, C++, Objective-C, Fortran, Ada, Go, and D, as well as libraries for these languages (libstdc++,…).

        Existing since 1987, this compiler is a de-facto standard for almost every major CPU platform.

      • Glibc logo


        The GNU C Library project provides the core libraries for the GNU system and GNU/Linux systems, as well as many other systems that use Linux as the kernel. These libraries provide critical APIs including ISO C11, POSIX.1-2008, BSD, OS-specific APIs and more. These APIs include such foundational facilities as open, read, write, malloc, printf, getaddrinfo, dlopen, pthread_create, crypt, login, exit and more.

        The GNU C Library is designed to be a backwards compatible, portable, and high-performance ISO C library. It aims to ollow all relevant standards including ISO C11, POSIX.1-2008, and IEEE 754-2008.

      • Musl logo


        Musl is a C standard library implementation for Linux. Some of musl’s major advantages over glibc and uClibc/uClibc-ng are its size, correctness, static linking support, and clean code.

    • Boot loaders and monitors

      • UEFI logo


        UEFI stands for “Unified Extensible Firmware Interface.” The UEFI Specification defines a new model for the interface between personal-computer operating systems and platform firmware. The interface consists of data tables that contain platform-related information, plus boot and runtime service calls that are available to the operating system and its loader. Together, these provide a standard environment for booting an operating system and running pre-boot applications.

      • OpenBMC logo


        The OpenBMC project is a Linux Foundation collaborative open-source project whose goal is to produce an open-source implementation of the Baseboard Management Controllers (BMC) Firmware Stack. OpenBMC is a Linux distribution for BMCs meant to work across heterogeneous systems that include enterprise, high-performance computing (HPC), telecommunications, and cloud-scale data centers.

      • Grub

        GNU GRUB is a Multiboot boot loader. It was derived from GRUB, the GRand Unified Bootloader, which was originally designed and implemented by Erich Stefan Boleyn.

      • systemd-boot

        systemd-boot is a UEFI boot manager which executes configured EFI images. The default entry is selected by a configured pattern (glob) or an on-screen menu.

    • OS, kernels, and distro tools

      • Linux kernel logo

        Linux kernel

        The Linux kernel is a free and open-source, monolithic, Unix-like operating system kernel. It is deployed on a wide variety of computing systems, from personal computers, mobile devices, mainframes, and supercomputers to embedded devices, such as routers, wireless access points, private branch exchanges, set-top boxes, FTA receivers, smart TVs, personal video recorders, and NAS appliances.

        Its availability, continuous development, and ongoing support have spawned a plethora of operating system distributions, commonly also called Linux.

      • SELinux logo


        SELinux is a security enhancement to Linux which allows users and administrators more control over access control.

        Access can be constrained on such variables as which users and applications can access which resources. These resources may take the form of files. Standard Linux access controls, such as file modes (-rwxr-xr-x) are modifiable by the user and the applications which the user runs. Conversely, SELinux access controls are determined by a policy loaded on the system which may not be changed by careless users or misbehaving applications.

      • FreeBSD logo


        FreeBSD is an operating system used to power modern servers, desktops, and embedded platforms. A large community has continually developed it for almost thirty years. Its advanced networking, security, and storage features have made FreeBSD the platform of choice for many of the busiest web sites and most pervasive embedded networking and storage devices.

      • Yocto Project (Open Embedded) logo

        Yocto Project (Open Embedded)

        The Yocto Project (YP) is an open-source collaboration project that helps developers create custom Linux-based systems regardless of the hardware architecture.

        The project provides a flexible set of tools and a space where embedded developers worldwide can share technologies, software stacks, configurations, and best practices that can be used to create tailored Linux images for embedded and IOT devices, or anywhere a customized Linux OS is needed.

      • Buildroot logo


        Buildroot is a simple, efficient and easy-to-use tool to generate embedded Linux systems through cross-compilation.

        Can handle everything: Cross-compilation toolchain, root filesystem generation, kernel image compilation and bootloader compilation.

        Thanks to its kernel-like menuconfig, gconfig and xconfig configuration interfaces, building a basic system with Buildroot is easy and typically takes 15-30 minutes.

    • Virtualization & Interoperability

      • Linux KVM logo

        Linux KVM

        KVM (for Kernel-based Virtual Machine) is a full virtualization solution for Linux on x86 hardware containing virtualization extensions. It consists of a loadable kernel module, kvm.ko, that provides the core virtualization infrastructure and a processor specific module, kvm-intel.ko or kvm-amd.ko.

      • Docker logo


        Docker is a set of platform as a service products that use OS-level virtualization to deliver software in packages called containers. Containers are isolated from one another and bundle their own software, libraries and configuration files; they can communicate with each other through well-defined channels.

      • Samba logo


        Samba is the standard Windows interoperability suite of programs for Linux and Unix.

        Since 1992, Samba has provided secure, stable and fast file and print services for all clients using the SMB/CIFS protocol, such as all versions of DOS and Windows, OS/2, Linux and many others.

        Samba is an important component to seamlessly integrate Linux/Unix Servers and Desktops into Active Directory environments. AD Domain Controller is also supported on Tachyum Prodigy® architecture.

    • Programming languages

      • C/C++ logo


        C is a general-purpose, procedural computer programming language supporting structured programming, lexical variable scope, and recursion, with a static type system.

        C++ is a general-purpose programming language created by Bjarne Stroustrup as an extension of the C programming language, or “C with Classes”.

      • Erlang logo


        Erlang is a programming language used to build massively scalable soft real-time systems with requirements on high availability. Some of its uses are in telecoms, banking, e-commerce, computer telephony and instant messaging. Erlang’s runtime system has built-in support for concurrency, distribution and fault tolerance.

      • Fortran logo


        Fortran is a general-purpose, compiled imperative programming language that is especially suited to numeric computation and scientific computing.

      • Go logo


        Go is a statically typed, compiled programming language designed at Google. Go is syntactically similar to C, but with memory safety, garbage collection, structural typing, and CSP-style concurrency.

      • Java-JVM logo


        JVM (Java Virtual Machine) is an abstract machine. It is a specification that provides runtime environment in which java bytecode can be executed.

      • Lua logo


        Lua is a powerful, efficient, lightweight, embeddable scripting language. It supports procedural programming, object-oriented programming, functional programming, data-driven programming, and data description.

      • Perl logo


        Perl is a family of two high-level, general-purpose, interpreted, dynamic programming languages. It runs on over 100 platforms from portables to mainframes and is suitable for both rapid prototyping and large-scale development projects.

      • PHP logo


        PHP is a popular open source general-purpose scripting language that is especially suited to web development and can be embedded into HTML.

      • Python logo


        Python is an interpreted, high-level and general-purpose programming language. It is used successfully in thousands of real-world business applications around the world, including many large and mission critical systems.

      • R Language logo

        R Language

        R is a language and environment for statistical computing and graphics. It is a GNU project which is similar to the S language and environment.

        R provides a wide variety of statistical (linear and nonlinear modelling, classical statistical tests, time-series analysis, classification, clustering, …) and graphical techniques, and is highly extensible.

        R can be used, for instance, in cooperation with Gnuplot, which is also supported.

      • Ruby logo


        Ruby is an interpreted, high-level and general-purpose programming language with a focus on simplicity and productivity.

      • Tcl logo


        Tcl is a high-level, general-purpose, interpreted, dynamic programming language. It is suitable for a very wide range of uses, including web and desktop applications, networking, administration, testing and many more.

    • Performance testing and optimization

      • SPEC’s Benchmarks logo

        SPEC’s Benchmarks

        Benchmark suites developed by The Standard Performance Evaluation Corporation (SPEC).

      • SPECint2006

        Test suite consists of 12 benchmark programs, designed to test exclusively the integer performance of the system.

      • SPECint2017

        Test suite consists of benchmark programs designed to test exclusively the integer performance of the system.

      • SPECfp2006

        Test suite contains 17 benchmark programs, designed to evaluate the floating-point operations performance of the system.

      • SPECfp2017

        Test is organized in 2 suites: SPECrate 2017 Floating Point and SPECspeed 2017 Floating Point containing in total 23 benchmark programs, designed to evaluate the floating-point operations performance of the system.

      • LINPACK Benchmark

        The Linpack Benchmark is a measure of a computer’s floating-point rate of execution. It is determined by running a computer program that solves a dense system of linear equations. The Linpack Benchmark is something that grew out of the Linpack software project. It was originally intended to give users of the package a feeling for how long it would take to solve certain matrix problems.

    • Error handling

      • EDAC

        EDAC (Error Detection and Correction) is a set of Linux kernel modules for handling hardware-related errors. Its major focus has been ECC memory error handling, however it also detects and reports PCI bus parity errors.

    • Web and E-mail

      • Apache logo


        Apache is the most widely used open-source cross-platform web server software. The Apache HTTP Server Project is part of the Apache Software Foundation.

      • Postfix logo


        Postfix is a free and open-source mail transfer agent that routes and delivers electronic mail.

      • Dovecot logo


        Dovecot is an open-source IMAP and POP3 server for Unix-like operating systems, written primarily with security in mind.

    • Database Systems

      • MariaDB logo


        MariaDB Server is one of the most popular open source relational databases. It’s made by the original developers of MySQL. MariaDB supports a lot of different storage engines.

      • PostgreSQL logo


        PostgreSQL is a powerful, open source object-relational database system with over 30 years of active development that has earned it a strong reputation for reliability, feature robustness, and performance.

      • MongoDB logo


        MongoDB is a general purpose, document-based, distributed database built for modern application developers and for the cloud era. MongoDB is a NoSQL database program, which stores data in JSON-like documents with dynamic schema.

      • SQLite logo


        SQLite is the most used database engine in the world. SQLite is a C-language library that implements a small, fast, self-contained, high reliability, full-featured SQL database engine.

      • RocksDB logo


        RocksDB is a storage engine with key/value interface, where keys and values are arbitrary byte streams. It is a C++ library. It was developed at Facebook based on LevelDB and provides backwards-compatible support for LevelDB APIs.

    • Editors and VCS

      • Git logo


        Git is an open source distributed version control system designed to handle everything from small to very large projects with speed and efficiency.

      • Subversion, Svn logo

        Subversion, Svn

        Subversion (abbreviate Svn after its command name svn) is a software versioning and revision control system distributed as open source under the Apache License.

      • Vim logo


        Vim is a highly configurable text editor built to make creating and changing any kind of text very efficient. It is included as “vi” with most UNIX systems and with Apple OS X.

      • Emacs logo


        Emacs is the advanced, extensible, customizable, self-documenting editor.

    • Other Applications

      • RabbitMQ logo


        With tens of thousands of users, RabbitMQ is one of the most popular open source message brokers.

        RabbitMQ is lightweight and easy to deploy on premises and in the cloud. It supports multiple messaging protocols. RabbitMQ can be deployed in distributed and federated configurations to meet high-scale, high-availability requirements.

      • gRPC logo


        gRPC is a modern open source high performance Remote Procedure Call (RPC) framework that can run in any environment. It can efficiently connect services in and across data centers with pluggable support for load balancing, tracing, health checking and authentication. It is also applicable in last mile of distributed computing to connect devices, mobile applications and browsers to backend services.

      • Sed

        Sed is a stream editor, which is used to perform basic text transformation on an input stream.

      • Gawk

        Gawk is the GNU implementation of Awk, a specialized programming language for the easy manipulation of formatted text, such as tables of data.

      • Gnuplot

        Gnuplot is a portable command-line driven graphing utility for Linux, OS/2, MS Windows, OSX, VMS, and many other platforms.

        It was originally created to allow scientists and students to visualize mathematical functions and data interactively, but has grown to support many non-interactive uses such as web scripting.

        Gnuplot works well with the R programming language, which is also supported.

      • Grep

        Grep is a command-line utility for searching plain-text data sets for lines that match a regular expression.

      • gzip

        gzip is a single-file/stream lossless data compression utility, where the resulting compressed file generally has the suffix .gz.

      • tar

        GNU tar is an archiving program designed to store multiple files in a single file (an archive), and to manipulate such archives.

      • Z shell logo

        Z shell

        Zsh is a shell designed for interactive use, although it is also a powerful scripting language. Many of the useful features of bash, ksh, and tcsh were incorporated into zsh; many original features were added.

      • Netscape Portable Runtime

        Netscape Portable Runtime (NSPR) provides a platform-neutral API for system level and libc-like functions. The API is used in the Mozilla clients, many of Red Hat’s and Oracle’s server applications, and other software offerings.

    • Workload Management

      • SLURM logo


        Slurm is an open source, fault-tolerant, and highly scalable cluster management and job scheduling system for large and small Linux clusters. Slurm requires no kernel modifications for its operation and is relatively self-contained.

      • Eigen Library logo

        Eigen Library

        Dense and Sparse BLAS - optimized using Tachyum vector and matrix instructions in standard and low precision modes.

        Dense and Sparse LAPACK - LU, QR, Cholesky, Eigenvector/Eigenvalue, SVD decompositions.

      • LAPACK logo


        LAPACK is written in Fortran 90 and provides routines for solving systems of simultaneous linear equations, least-squares solutions of linear systems of equations, eigenvalue problems, and singular value problems.

      • Real and Complex Eigensolvers for Large linear systems

        Iterative methods, conjugate gradient and polynomial filtered Lanczos optimized using Tachyum BLAS and GEMM.

      • OpenMP logo


        A specification for a set of compiler directives, library routines, and environment variables that can be used to specify high-level parallelism in Fortran and C/C++ programs. OpenMP is managed by the OpenMP Architecture Review Board (OpenMP ARB).

      • Open MPI logo

        Open MPI

        The Open MPI Project is an open source Message Passing Interface implementation that is developed and maintained by a consortium of academic, research, and industry partners. Open MPI is therefore able to combine the expertise, technologies, and resources from all across the High Performance Computing community in order to build the best MPI library available.

      • FFT Library

        Optimized using Tachyum vector and matrix.

      • ODE/ PDE numerical solvers

      • PyTorch logo


        Activation & Loss Function – optimized utilizing Tachyum vector instructions in standard and low precision modes.

        Dense GEMM (General Matrix Multiply) library implemented utilizing Tachyum matrix instructions in standard and low precision modes, stochastic rounding, single and multithreaded.

        Custom Sparse GEMM library implemented utilizing Tachyum vector and matrix instructions.

        Convolutional and Dense operators implemented utilizing Tachyum matrix instructions in standard and low precision modes, including depthwise separable and pointwise convolutions.

        Circulant and Butterfly Convolutional and Dense operators implemented utilizing custom FFT (fast Fourier transform) for matrix multiplication.

      • TensorFlow logo


        Activation & Loss functions optimized utilizing Tachyum vector instructions in standard and low precision modes.

        Convolutional and Dense operators implemented utilizing Tachyum custom Eigen+GEMM libraries and Tachyum matrix instructions in standard and low precision modes.

      • TensorFlow Lite logo

        TensorFlow Lite

        INT8 quantized version of TensorFlow optimized utilizing Tachyum vector and matrix instructions in standard and low precision modes.

    • AI Frameworks Custom Extensions

      • Stochastic Rounding for BLAS-GEMM

        The BLAS, Basic Linear Algebra Subprograms are routines that provide standard building blocks for performing basic vector and matrix operations.

      • Mixed precision training

        Static and dynamic loss scaling.

      • Compression algorithms

        • Magnitude based block pruning

        • Lottery Ticket

    • AI Models

      • Computer Vision

        Implemented in standard and low precision modes.

        • Resnet: Residual Networks.
        • Vision Transformer – ViT, DeiT
        • MobileNet: Model designed to be used in mobile applications.
        • ShuffleNet: An extremely efficient convolutional neural network for mobile devices.
      • Object detection and semantic segmentation models

        Implemented in standard and low precision modes.

        • YOLO: A clever convolutional neural network (CNN) for doing object detection in real-time.
        • SSD
        • MaskRCNN: A deep neural network aimed to solve instance segmentation problem in machine learning or computer vision.
        • EfficientDet
        • DETR
      • NLP Transformer Models logo

        NLP Transformer Models

        Implemented in standard and low precision modes utilizing compression and sparsity.

        • BERT: Bidirectional Encoder Representations from Transformers is a Transformer-based machine learning technique for NLP pre-training developed by Google.
        • Sparse Transformer: Transformer based architecture which utilises sparse factorizations of the attention matrix.
        • Performer
        • GPT-Neo
      • Scientific ML models, Physics Informed NN, Differentiable Programming

        • Neural ODE: Neural Ordinary Differential Equations.

        • Graph Neural ODE: A counterpart to GNNs (graph neural networks) where the input-output relationship is determined by a continuum of GNN layers, blending discrete topological structures and differential equations.

        • Neural PDE: Neural partial differential equation.

    • Molecular Dynamics

      • DeepMD logo


        DeepMD-kit is a package written in Python/C++, designed to minimize the effort required to build deep learning based model of interatomic potential energy and force field and to perform molecular dynamics (MD). This brings new hopes to addressing the accuracy-versus-efficiency dilemma in molecular simulations.

      • Quantum Espresso logo

        Quantum Espresso

        Quantum ESPRESSO is an integrated suite of Open-Source computer codes for electronic-structure calculations and materials modeling at the nanoscale. It is based on density-functional theory, plane waves, and pseudopotentials.

      • LAMMPS logo


        LAMMPS is a classical molecular dynamics code with a focus on materials modeling. It’s an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. It can be used to model atoms or, more generically, as a parallel particle simulator at the atomic, meso, or continuum scale.

      • Ceph logo


        Ceph is an open-source software storage platform, implements object storage on a single distributed computer cluster, and provides 3-in-1 interfaces for object-, block- and file-level storage.

    • Compilers and Libraries

      • Clang/LLVM logo


        The Clang project provides a language front-end and tooling infrastructure for languages in the C language family (C, C++, Objective C/C++, OpenCL, CUDA, and RenderScript) for the LLVM project.

        Clang is considered to be a production quality C, Objective-C, C++ and Objective-C++ compiler. As example, Clang is used in production to build performance-critical software like Chrome or Firefox.

      • Newlib

        Newlib is a C library intended for use on embedded systems. It is a conglomeration of several library parts, all under free software licenses that make them easily usable on embedded products.

    • Boot loaders and monitors

      • Coreboot logo


        Coreboot is an extended firmware platform that delivers a lightning fast and secure boot experience on modern computers and embedded systems.

      • Linuxboot logo


        LinuxBoot is a firmware for modern servers that replaces specific firmware functionality like the UEFI DXE phase with a Linux kernel and runtime.

        Improves boot reliability by replacing lightly-tested firmware drivers with hardened Linux drivers.

        Improves boot time by removing unnecessary code.

        Allows customization of the initrd runtime to support site-specific needs (both device drivers as well as custom executables).

      • U-Boot logo


        Das U-Boot (subtitled “the Universal Boot Loader” and often shortened to U-Boot) is an open-source, primary boot loader used in embedded devices to package the instructions to boot the device’s operating system kernel.

    • Performance testing and optimization

      • HPCG logo


        The High Performance Conjugate Gradients (HPCG) Benchmark project is an effort to create a new metric for ranking HPC systems. HPCG is intended as a complement to the High Performance LINPACK (HPL) benchmark, currently used to rank the TOP500 computing systems. HPCG is designed to exercise computational and data access patterns that more closely match a different and broad set of important applications.

      • HPL (High Performance LINPACK)

        HPL is a High-Performance Linpack benchmark implementation. The code solves a uniformely random system of linear equations and reports time and floating-point execution rate using a standard formula for operation count.

      • LMbench logo


        LMbench is a suite of simple, portable, ANSI/C microbenchmarks for UNIX/POSIX. In general, it measures two key features: latency and bandwidth. LMbench is intended to give system developers insight into basic costs of key operations.

      • Multichase

        Multichase is a pointer chaser benchmark which measures the average latency of pointer-chase operations.

      • STREAM

        The STREAM benchmark is a simple synthetic benchmark program that measures sustainable memory bandwidth (in MB/s) and the corresponding computation rate for simple vector kernels.

    • Virtualization

      • Xen Project logo

        Xen Project

        The Xen Project is focused on advancing virtualization in a number of different commercial and open source applications, including server virtualization, Infrastructure as a Services (IaaS), desktop virtualization, security applications, embedded and hardware appliances, and automotive/aviation.

    • AI/HPC Software

      • Large scale NLP models utilizing sparsity and low precision modes

        • LongFormer
        • BigBird
        • DistilBERT
        • Q8BERT
      • Graph Neural Networks