#!/usr/bin/env python # Copyright 2022 Google LLC # # This source code is licensed under the BSD-style license found in the # LICENSE file in the root directory of this source tree. import argparse import codecs import math import os import re import sys import yaml sys.path.insert(0, os.path.dirname(os.path.abspath(__file__))) from primes import next_prime import xngen import xnncommon parser = argparse.ArgumentParser(description='Filterbank Accumulate microkernel test generator') parser.add_argument("-s", "--spec", metavar="FILE", required=True, help="Specification (YAML) file") parser.add_argument("-o", "--output", metavar="FILE", required=True, help='Output (C++ source) file') parser.set_defaults(defines=list()) def split_ukernel_name(name): match = re.fullmatch(r"xnn_u32_filterbank_accumulate_ukernel__(.+)(_x(\d+))?", name) assert match is not None row_tile = 1 batch_tile = 1 if match.group(3): batch_tile = int(match.group(3)) arch, isa, assembly = xnncommon.parse_target_name(target_name=match.group(1)) return row_tile, batch_tile, arch, isa, assembly FILTERBANK_ACCUMULATE_TEST_TEMPLATE = """\ TEST(${TEST_NAME}, rows_eq_1) { $if ISA_CHECK: ${ISA_CHECK}; FilterbankAccumulateMicrokernelTester() .rows(1) .Test(${", ".join(TEST_ARGS)}); } TEST(${TEST_NAME}, rows_gt_1) { $if ISA_CHECK: ${ISA_CHECK}; for (size_t rows = 2; rows < 10; rows++) { FilterbankAccumulateMicrokernelTester() .rows(rows) .Test(${", ".join(TEST_ARGS)}); } } """ def generate_test_cases(ukernel, row_tile, batch_tile, isa): """Generates all tests cases for a Filterbank Accumulate micro-kernel. Args: ukernel: C name of the micro-kernel function. row_tile: Number of rows (pixels) processed per one iteration of the outer loop of the micro-kernel. batch_tile: Number of batch processed per one iteration of the inner loop of the micro-kernel. isa: instruction set required to run the micro-kernel. Generated unit test will skip execution if the host processor doesn't support this ISA. Returns: Code for the test case. """ _, test_name = ukernel.split("_", 1) _, datatype, ukernel_type, _ = ukernel.split("_", 3) return xngen.preprocess(FILTERBANK_ACCUMULATE_TEST_TEMPLATE, { "TEST_NAME": test_name.upper().replace("UKERNEL_", ""), "TEST_ARGS": [ukernel], "DATATYPE": datatype, "ROW_TILE": row_tile, "BATCH_TILE": batch_tile, "ISA_CHECK": xnncommon.generate_isa_check_macro(isa), "next_prime": next_prime, }) def main(args): options = parser.parse_args(args) with codecs.open(options.spec, "r", encoding="utf-8") as spec_file: spec_yaml = yaml.safe_load(spec_file) if not isinstance(spec_yaml, list): raise ValueError("expected a list of micro-kernels in the spec") tests = """\ // Copyright 2022 Google LLC // // This source code is licensed under the BSD-style license found in the // LICENSE file in the root directory of this source tree. // // Auto-generated file. Do not edit! // Specification: {specification} // Generator: {generator} #include #include #include #include #include "filterbank-accumulate-microkernel-tester.h" """.format(specification=options.spec, generator=sys.argv[0]) for ukernel_spec in spec_yaml: name = ukernel_spec["name"] row_tile, batch_tile, arch, isa, assembly = split_ukernel_name(name) test_case = generate_test_cases(name, row_tile, batch_tile, isa) tests += "\n\n" + xnncommon.postprocess_test_case(test_case, arch, isa, assembly) txt_changed = True if os.path.exists(options.output): with codecs.open(options.output, "r", encoding="utf-8") as output_file: txt_changed = output_file.read() != tests if txt_changed: with codecs.open(options.output, "w", encoding="utf-8") as output_file: output_file.write(tests) if __name__ == "__main__": main(sys.argv[1:])