The core nMigen project provides an open-source toolchain for developing hardware based on synchronous digital logic using the Python programming language. It aims to be easy to learn and use, reduce or eliminate common coding mistakes, and simplify the design of complex hardware with reusable components.

The nMigen toolchain consists of the nMigen language, the standard library, the simulator, and the build system, covering all steps of a typical FPGA development workflow. At the same time, it does not restrict the designer’s choice of tools: existing industry-standard (System)Verilog or VHDL code can be integrated into an nMigen design flow, or, conversely, nMigen code can be integrated into an existing Verilog-based design flow.

The nMigen language

The nMigen hardware description language is a Python library for register transfer level modeling of synchronous logic. Ordinary Python code is used to construct a netlist of a digital circuit, which can be simulated, directly synthesized via Yosys, or converted to human-readable Verilog code for use with industry-standard toolchains.

By relying on the flexibility, rich functionality and widespread adoption of the Python language, the nMigen language is focused on a single task: modeling digital logic well. It has first-class support for building blocks like clock domains and finite state machines, and uses simple rules for arithmetic operations that closely match the Python semantics. Python classes, functions, loops and conditionals can be used to build organized and flexible designs; Python libraries can be seamlessly used with nMigen during design or verification; and Python development tools can process nMigen code.

A core design principle of the nMigen language is to be not only easy to use, but also hard to accidentally misuse. Some HDLs provide functionality that has unexpected and undesirable behavior in synthesis, often with expensive consequences, and require a significant effort in learning a “safe” coding style and adopting third-party linting tools. nMigen lacks non-synthesizable constructs and avoids error-prone inference in favor of explicit instantiation. It has many diagnostics (and regularly adds new ones) highlighting potential design issues. Most importantly, all usability issues are considered reportable bugs.

The nMigen standard library

The nMigen language comes with a standard library—a collection of essential digital design components and interfaces. It includes clock domain crossing primitives, synchronous and asynchronous FIFOs, a flexible I/O buffer interface, and more. By providing reliable building blocks out of the box, nMigen allows the designer to focus on their application and avoids subtle differences in behavior between different designs.

Clock domain crossing often requires special treatment, such as using vendor-defined attributes or instantiating device-specific primitives. The CDC primitives in the nMigen standard library can be overridden by the platform integration, and every platform integration included with nMigen follows the vendor recommendations for CDC.

High-speed designs usually require the use of registered (and sometimes, geared) I/O buffers. The nMigen standard library provides a common interface to be used between I/O buffers and peripheral implementations. The nMigen build system, if used, can instantiate I/O buffers for every platform integration included with nMigen.

While many designs will use at least some vendor-specific functionality, the components provided by the nMigen standard library reduce the amount of code that needs to be changed when migrating between FPGA families, and the common interfaces simplify peripherals, test benches and simulations.

The nMigen standard library is optional: the nMigen language can be used without it. Conversely, it is possible to use the nMigen standard library components in Verilog or VHDL code, with some limitations.

The nMigen simulator

The nMigen project includes an advanced simulator for nMigen code implemented in Python with no system dependencies; in this simulator, test benches are written as Python generator functions. Of course, it is always possible to convert an nMigen design to Verilog for use with well-known tool like Icarus Verilog or Verilator.

The nMigen simulator is event-driven and can simulate designs with multiple clocks or asynchronous resets. Although it is slower than Icarus Verilog, it compiles the netlist to Python code ahead of time, achieving remarkably high performance for a pure Python implementation—especially when running on PyPy.

Although nMigen does not support native code simulation or co-simulation at the moment, such support will be added in near future.

The nMigen build system

To achieve an end-to-end FPGA development workflow, the nMigen project integrates with all major FPGA toolchains and provides definitions for many common development boards.

FPGA toolchain integration

Each FPGA family requires the use of synthesis and place & route tools specific for that device family. The nMigen build system directly integrates with every major open-source and commercial FPGA toolchain, and can be easily extended to cover others.

Through this integration, nMigen can specialize the CDC primitives and I/O buffers for a particular device and toolchain; generate I/O and clock constraints from board definition files; synchronize the power-on reset in single-clock designs; include (System)Verilog and VHDL files in the design (if supported by the toolchain); and finally, generate a script running synthesis, placement, routing, and timing analysis. The generated code can be customized to insert additional options, commands, constraints, and so on.

The nMigen build system produces self-contained, portable build trees that require only the toolchain to be present in the environment. This makes builds easier to reproduce, or to run on a remote machine. The generated build scripts are always provided for both *nix and Windows.

Development board definitions

Getting started with a new FPGA development board often requires going through a laborous and error-prone process of deriving toolchain configuration and constraint files from the supplied documentation. The nMigen project includes a community-maintained repository of definitions for many open-source and commercial FPGA development boards.

These board definitions contain everything that is necessary to start using the board: FPGA family and model, clocks and resets, descriptions of on-board peripherals (including pin direction and attributes such as I/O standard), connector pinouts, and for boards with a built-in debug probe, the steps required to program the board. It takes a single Python invocation to generate, build, and download a test design that shows whether the board, toolchain, and programmer are working correctly.

nMigen establishes a pin naming convention for many common peripherals (such as 7-segment displays, SPI flashes and SDRAM memories), enabling the reuse of unmodified interface code with many different boards. Further, the polarity of all control signals is unified to be active high, eliminating accidental polarity inversions and making simulation traces easier to follow; active low signals are inverted during I/O buffer instantiation.