diff options
Diffstat (limited to 'gnuradio-examples/python/volk_benchmark/volk_math.py')
-rwxr-xr-x | gnuradio-examples/python/volk_benchmark/volk_math.py | 146 |
1 files changed, 146 insertions, 0 deletions
diff --git a/gnuradio-examples/python/volk_benchmark/volk_math.py b/gnuradio-examples/python/volk_benchmark/volk_math.py new file mode 100755 index 0000000000..ec85ce0ada --- /dev/null +++ b/gnuradio-examples/python/volk_benchmark/volk_math.py @@ -0,0 +1,146 @@ +#!/usr/bin/env python + +from gnuradio import gr +import argparse +from volk_test_funcs import * + +def multiply_const_cc(N): + k = 3.3 + op = gr.multiply_const_cc(k) + tb = helper(N, op, gr.sizeof_gr_complex, gr.sizeof_gr_complex, 1, 1) + return tb + +###################################################################### + +def multiply_const_ff(N): + k = 3.3 + op = gr.multiply_const_ff(k) + tb = helper(N, op, gr.sizeof_float, gr.sizeof_float, 1, 1) + return tb + +###################################################################### + +def multiply_cc(N): + op = gr.multiply_cc() + tb = helper(N, op, gr.sizeof_gr_complex, gr.sizeof_gr_complex, 2, 1) + return tb + +###################################################################### + +def multiply_ff(N): + op = gr.multiply_ff() + tb = helper(N, op, gr.sizeof_float, gr.sizeof_float, 2, 1) + return tb + +###################################################################### + +def add_ff(N): + op = gr.add_ff() + tb = helper(N, op, gr.sizeof_float, gr.sizeof_float, 2, 1) + return tb + +###################################################################### + +def conjugate_cc(N): + op = gr.conjugate_cc() + tb = helper(N, op, gr.sizeof_gr_complex, gr.sizeof_gr_complex, 1, 1) + return tb + +###################################################################### + +def multiply_conjugate_cc_volk(N): + op = gr.multiply_conjugate_cc() + tb = helper(N, op, gr.sizeof_gr_complex, gr.sizeof_gr_complex, 2, 1) + return tb + +def multiply_conjugate_cc_nonvolk(N): + class s(gr.hier_block2): + def __init__(self): + gr.hier_block2.__init__(self, "s", + gr.io_signature(2, 2, gr.sizeof_gr_complex), + gr.io_signature(1, 1, gr.sizeof_gr_complex)) + conj = gr.conjugate_cc() + mult = gr.multiply_cc() + self.connect((self,0), (mult,0)) + self.connect((self,1), conj, (mult,1)) + self.connect(mult, self) + + op = s() + tb = helper(N, op, gr.sizeof_gr_complex, gr.sizeof_gr_complex, 2, 1) + return tb + +#multiply_conjugate_cc = multiply_conjugate_cc_volk +multiply_conjugate_cc = multiply_conjugate_cc_nonvolk + +###################################################################### + +def run_tests(func, N, iters): + print("Running Test: {0}".format(func.__name__)) + tb = func(N) + t = timeit(tb, iters) + res = format_results(func.__name__, t) + return res + +def main(): + avail_tests = [multiply_const_cc, + multiply_const_ff, + multiply_cc, + multiply_ff, + add_ff, + conjugate_cc, + multiply_conjugate_cc] + + desc='Time an operation to compare with other implementations. \ + This program runs a simple GNU Radio flowgraph to test a \ + particular math function, mostly to compare the \ + Volk-optimized implementation versus a regular \ + implementation. The results are stored to an SQLite database \ + that can then be read by volk_plot.py to plot the differences.' + parser = argparse.ArgumentParser(description=desc) + parser.add_argument('label', type=str, + default=None, + help='Label of database table [default: %(default)s]') + parser.add_argument('-D', '--database', type=str, + default="volk_results.db", + help='Database file to store data in [default: %(default)s]') + parser.add_argument('-N', '--nitems', type=float, + default=1e9, + help='Number of items per iterations [default: %(default)s]') + parser.add_argument('-I', '--iterations', type=int, + default=20, + help='Number of iterations [default: %(default)s]') + parser.add_argument('--test', type=int, + choices=xrange(len(avail_tests)), + help='Test to run') + parser.add_argument('--list', action='store_true', + help='List the available tests') + parser.add_argument('--all', action='store_true', + help='Run all tests') + args = parser.parse_args() + + if(args.list): + print "Available Tests to Run:" + print "\n".join(["\t{0}: {1}".format(i,f.__name__) for i,f in enumerate(avail_tests)]) + sys.exit(0) + + N = int(args.nitems) + iters = args.iterations + label = args.label + + conn = create_connection(args.database) + new_table(conn, label) + + if not args.all: + func = avail_tests[args.test] + res = run_tests(func, N, iters) + replace_results(conn, label, N, iters, res) + else: + for f in avail_tests: + res = run_tests(f, N, iters) + replace_results(conn, label, N, iters, res) + +if __name__ == "__main__": + try: + main() + except KeyboardInterrupt: + pass |