A Python package for testing hardware (part of the magma ecosystem)
Project description
Fault
A Python package for testing hardware (part of the magma ecosystem).
Installation
pip install fault
Documentation
Check out the fault tutorial
Supported Simulators
- Digital simulation
- Formal verification
- Engines supported by pySMT
- Analog simulation
- Mixed-signal simulation
- Verilog-AMS via Cadence Incisive/Xcelium
Example
Here is a simple ALU defined in magma.
import magma as m
import mantle
class ConfigReg(m.Circuit):
IO = ["D", m.In(m.Bits(2)), "Q", m.Out(m.Bits(2))] + \
m.ClockInterface(has_ce=True)
@classmethod
def definition(io):
reg = mantle.Register(2, has_ce=True, name="conf_reg")
io.Q <= reg(io.D, CE=io.CE)
class SimpleALU(m.Circuit):
IO = ["a", m.In(m.UInt(16)),
"b", m.In(m.UInt(16)),
"c", m.Out(m.UInt(16)),
"config_data", m.In(m.Bits(2)),
"config_en", m.In(m.Enable),
] + m.ClockInterface()
@classmethod
def definition(io):
opcode = ConfigReg(name="config_reg")(io.config_data, CE=io.config_en)
io.c <= mantle.mux(
[io.a + io.b, io.a - io.b, io.a * io.b, io.a / io.b], opcode)
Here's an example test in fault that uses the configuration interface, expects a value on the internal register, and checks the result of performing the expected operation.
import operator
import fault
ops = [operator.add, operator.sub, operator.mul, operator.floordiv]
tester = fault.Tester(SimpleALU, SimpleALU.CLK)
tester.circuit.CLK = 0
tester.circuit.config_en = 1
for i in range(0, 4):
tester.circuit.config_data = i
tester.step(2)
tester.circuit.a = 3
tester.circuit.b = 2
tester.eval()
tester.circuit.c.expect(ops[i](3, 2))
We can run this with three different simulators
tester.compile_and_run("verilator", flags=["-Wno-fatal"], directory="build")
tester.compile_and_run("system-verilog", simulator="ncsim", directory="build")
tester.compile_and_run("system-verilog", simulator="vcs", directory="build")
Working with internal signals
Fault supports peeking, expecting, and printing internal signals. For the
verilator target, you should use the keyword argument magma_opts with
"verilator_debug" set to true. This will cause coreir to compile the verilog
with the required debug comments. Example:
tester.compile_and_run("verilator", flags=["-Wno-fatal"],
magma_opts={"verilator_debug": True}, directory="build")
If you're using mantle.Register from the coreir implementation, you can
also poke the internal register value directly using the value field. Notice
that conf_reg is defined in ConfigReg to be an instance of
mantle.Register and the test bench pokes it by setting confg_reg.value
equal to 1.
tester = fault.Tester(SimpleALU, SimpleALU.CLK)
tester.circuit.CLK = 0
# Set config_en to 0 so stepping the clock doesn't clobber the poked value
tester.circuit.config_en = 0
# Initialize
tester.step(2)
for i in reversed(range(4)):
tester.circuit.config_reg.conf_reg.value = i
tester.step(2)
tester.circuit.config_reg.conf_reg.O.expect(i)
# You can also print these internal signals using the getattr interface
tester.print("O=%d\n", tester.circuit.config_reg.conf_reg.O)
FAQ
How can I write test bench logic that depends on the runtime state of the circuit?
A common pattern in testing is to only perform certain actions depending on the
state of the circuit. For example, one may only want to expect an output value
when a valid signal is high, ignoring it otherwise. Another pattern is to change
the expected value over time by using a looping structure. Finally, one may
want to expect a value that is a function of other runtime values. To support
these pattern, fault provides support "peeking" values, performing expressions
on "peeked" values, if statements, and while loops.
Peek Expressions
Suppose we had a circuit as follows:
class BinaryOpCircuit(m.Circuit):
IO = ["I0", m.In(m.UInt[5]), "I1", m.In(m.UInt[5])]
IO += ["O", m.Out(m.UInt[5])]
@classmethod
def definition(io):
m.wire(io.O, io.I0 + io.I1 & (io.I1 - io.I0))
We can write a generic test that expects the output O in terms
of the inputs I0 and I1 (rather than computing the expected value in
Python).
tester = fault.Tester(BinaryOpCircuit)
for _ in range(5):
tester.poke(tester._circuit.I0, hwtypes.BitVector.random(5))
tester.poke(tester._circuit.I1, hwtypes.BitVector.random(5))
tester.eval()
expected = tester.circuit.I0 + tester.circuit.I1
expected &= tester.circuit.I1 - tester.circuit.I0
tester.circuit.O.expect(expected)
This is a useful pattern for writing reuseable test components (e.g. composign the output checking logic with various input stimuli generators).
Control Structures
The tester._while(<test>) action accepts a Peek value or expression as the test condition for a loop and returns a child tester that allows the user to add actions to the body of the loop. Here's a simple example that loops until a done signal is asserted, printing some debug information in the loop body:
# Wait for loop to complete
loop = tester._while(dut.n_done)
debug_print(loop, dut)
loop.step()
loop.step()
# check final state
tester.circuit.count.expect(expected_num_cycles - 1)
Notice that you can also add actions after the loop to check expected behavior after the loop has completed.
The tester._if(<test>) action behaves similarly by accepting a test peek value or expression and conditionally executes actions depending on the
result of the expression. Here is a simple example:
if_tester = tester._if(tester.circuit.O == 0)
if_tester.circuit.I = 1
else_tester = if_tester._else()
else_tester.circuit.I = 0
tester.eval()
What Python values can I use to poke/expect ports?
Here are the supported Python values for poking the following port types:
m.Bit-bool(True/False) orint(0/1) orhwtypes.Bitm.Bits[N]-hwtypes.BitVector[N],int(where the number of bits used to express it is equal toN)m.SInt[N]-hwtypes.SIntVector[N],int(where the number of bits used to express it is equal toN)m.UInt[N]-hwtypes.UIntVector[N],int(where the number of bits used to express it is equal toN)m.Array[N, T]-list(where the length of the list is equal toNand the elements recursively conform to the supported types of values forT). For example, suppose I have a portIof typem.Array[3, m.Bits[3]]. I can poke it as follows:val = [random.randint(0, (1 << 4) - 1) for _ in range(3)] tester.poke(circ.I, val)
You can also poke it by element as follows:for i in range(3): val = random.randint(0, (1 << 4) - 1) tester.poke(circ.I[i], val) tester.eval() tester.expect(circ.O[i], val)
m.Tuple(a=m.Bits[4], b=m.Bits[4])-tuple(where the length of the tuple is equal to the number of fields),dict(where there is a one-to-one mapping between key/value pairs to the tuple fields). Example:tester.circuit.I = (4, 2) tester.eval() tester.circuit.O.expect((4, 2)) tester.circuit.I = {"a": 4, "b": 2} tester.eval() tester.circuit.O.expect({"a": 4, "b": 2})
How do I generate waveforms with fault?
Fault supports generating .vcd dumps when using the verilator and
system-verilog/ncsim target.
For the verilator target, use the flags keyword argument to pass the
--trace flag. For example,
tester.compile_and_run("verilator", flags=["-Wno-fatal", "--trace"])
The --trace flag must be passed through to verilator so it generates code
that supports waveform dumping. The test harness generated by fault will
include the required logic for invoking tracer->dump(main_time) for every
call to eval and step. main_time is incremented for every call to step.
The output .vcd file will be saved in the file logs/{circuit_name} where
circuit_name is the name of the ciruit passed to Tester. The logs
directory will be placed in the same directory as the generated harness, which
is controlled by the directory keyword argument (by default this is
"build/").
For the system-verilog target, tracing is enabled by default. Disable this
feature using the compile_and_run parameter dump_waveform=False. By
default, the waveform file will be named waveforms.vcd for ncsim and
waveforms.vpd for vcs. The name of the file can be changed using the
parameter waveform_file="<file_name>".
How do I pass through flags to the simulator?
The verilator and system-verilog target support the parameter flags which
accepts a list of flags (strings) that will be passed through to the simulator
command (verilator for verilator, irun for ncsim, vcs for vcs, and
iverilog for iverilog).
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