Introduction to Python and MyHDL for FPGA Programming

Field-Programmable Gate Arrays (FPGAs) are powerful, flexible hardware devices that can be configured to perform various tasks by programming their internal logic blocks. Traditionally, FPGA programming has been the domain of hardware description languages (HDLs) like Verilog and VHDL, which are specifically designed for describing digital circuits. However, learning HDLs can be challenging for those who come from a software background. This is where Python and MyHDL come in, providing a more accessible way to approach FPGA programming for beginners and Python enthusiasts.

In this blog, we’ll introduce MyHDL, a Python library that simplifies FPGA development by allowing you to write and simulate hardware logic directly in Python. With MyHDL, you can bridge the gap between software and hardware, opening up new possibilities for prototyping and testing FPGA designs.

What is MyHDL?

MyHDL is an open-source Python library that brings hardware description capabilities to Python. It allows users to describe digital logic in Python and then convert it into Verilog or VHDL code, which can be used for FPGA synthesis. MyHDL makes it easier for Python programmers to get started with FPGA programming without needing to dive deep into traditional HDLs right away.

Key Benefits of Using MyHDL

Python Syntax Familiarity: Python is known for its simplicity and readability, which makes MyHDL accessible to software developers who may find HDLs like Verilog or VHDL daunting.
Fast Prototyping and Simulation: MyHDL enables quick testing and verification of digital designs directly in Python, so you can validate logic without complex hardware setups.
Seamless Hardware-Software Integration: MyHDL is particularly useful in projects requiring close hardware-software interaction since everything is written and simulated within a Python environment.

Getting Started: Setting Up MyHDL

To start with MyHDL, you’ll need Python installed on your machine. MyHDL is compatible with Python 3, so ensure you have it set up before installing MyHDL. You can install MyHDL using pip:

bash
pip install myhdl

With MyHDL installed, you’re ready to start describing digital circuits in Python!
Basic Example: Blinking LED with MyHDL

One of the simplest FPGA projects is blinking an LED. It’s a great way to understand how timing and control logic work on FPGAs. Here’s how to create a basic blinking LED design in MyHDL.

Define a Clock and LED Blinker:

In digital design, a clock signal is used to synchronize events. We’ll create a clock and a basic LED blinker that turns the LED on and off based on the clock signal.

python

from myhdl import block, always_seq, Signal, intbv, delay, instance

@block
def led_blinker(clock, led):

    # Create a counter to control LED blinking speed
    counter = Signal(intbv(0, min=0, max=10000000))  # Adjust max for blink rate

    @always_seq(clock.posedge, reset=None)
    def blink():
        if counter == counter.max - 1:
            led.next = not led
            counter.next = 0
        else:
            counter.next = counter + 1

    return blink

In this code:

led_blinker is a MyHDL block that defines a clock-based blinking behavior for an LED.
The always_seq decorator simulates a synchronous process triggered on the positive edge of the clock.
We toggle the led signal when the counter reaches its maximum value.

Simulating the Design:

With MyHDL, you can run simulations directly in Python to verify that your design works as expected.

python

from myhdl import Simulation, Signal, delay

# Signals for clock and led
clock = Signal(0)
led = Signal(0)

# Instantiate the LED blinker
blink_inst = led_blinker(clock, led)

# Clock generator
@always(delay(10))  # 10-unit delay to simulate clock frequency
def clock_gen():
    clock.next = not clock

# Run the simulation
sim = Simulation(blink_inst, clock_gen)
sim.run(200)

Here:

clock_gen simulates a clock by toggling the clock signal every 10 time units.
sim.run(200) executes the simulation for 200 time units, allowing us to observe the LED’s on/off behavior.

Converting to Verilog or VHDL:

Once you’re satisfied with the simulation, you can convert your MyHDL design to Verilog or VHDL, making it ready for FPGA synthesis:

python

    from myhdl import toVerilog

    # Convert the design to Verilog
    toVerilog(led_blinker, clock, led)

This will generate a Verilog file that can be synthesized on an FPGA, enabling you to deploy your Python-defined design to hardware.

Advantages of Using Python and MyHDL for FPGA Programming

Ease of Learning and Prototyping: Python's syntax and MyHDL’s abstraction make FPGA design more approachable for beginners.

Quick Verification: Testing hardware logic in Python is faster and requires less setup than traditional HDL simulation environments.

Code Reusability: Python’s flexibility allows you to reuse MyHDL modules and integrate them with other Python-based tools or libraries, enhancing your workflow.

Final Thoughts

Python and MyHDL open up FPGA programming to a wider audience by lowering the entry barriers. While MyHDL may not cover all the advanced features of traditional HDLs, it’s an excellent starting point for beginners. Once you’re comfortable with MyHDL, you can explore more complex FPGA programming concepts and potentially transition to Verilog or VHDL for advanced designs.

Happy FPGA programming! More exciting content at Bostock.

Blog

Introduction to Python and MyHDL for FPGA Programming

SZcompone

What is MyHDL?

Getting Started: Setting Up MyHDL

Final Thoughts

Join Our Newsletter. No Spam, Only the good stuff.

Related