#!/usr/bin/env python # Copyright 2019 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__))) import xngen import xnncommon parser = argparse.ArgumentParser( description='RAddExpMinusMax 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_(f16|f32)_raddexpminusmax_ukernel__(.+)_x(\d+)(_acc(\d+))?", name) if match is None: raise ValueError("Unexpected microkernel name: " + name) elements_tile = int(match.group(3)) arch, isa, assembly = xnncommon.parse_target_name(target_name=match.group(2)) return elements_tile, arch, isa RADDEXPMINUSMAX_TEST_TEMPLATE = """\ TEST(${TEST_NAME}, elements_eq_${ELEMENTS_TILE}) { $if ISA_CHECK: ${ISA_CHECK}; RAddExpMinusMaxMicrokernelTester() .elements(${ELEMENTS_TILE}) .Test(${TEST_FUNCTION}); } $if ELEMENTS_TILE > 1: TEST(${TEST_NAME}, elements_div_${ELEMENTS_TILE}) { $if ISA_CHECK: ${ISA_CHECK}; for (size_t elements = ${ELEMENTS_TILE*2}; elements < ${ELEMENTS_TILE*10}; elements += ${ELEMENTS_TILE}) { RAddExpMinusMaxMicrokernelTester() .elements(elements) .Test(${TEST_FUNCTION}); } } TEST(${TEST_NAME}, elements_lt_${ELEMENTS_TILE}) { $if ISA_CHECK: ${ISA_CHECK}; for (size_t elements = 1; elements < ${ELEMENTS_TILE}; elements++) { RAddExpMinusMaxMicrokernelTester() .elements(elements) .Test(${TEST_FUNCTION}); } } TEST(${TEST_NAME}, elements_gt_${ELEMENTS_TILE}) { $if ISA_CHECK: ${ISA_CHECK}; for (size_t elements = ${ELEMENTS_TILE+1}; elements < ${10 if ELEMENTS_TILE == 1 else ELEMENTS_TILE*2}; elements++) { RAddExpMinusMaxMicrokernelTester() .elements(elements) .Test(${TEST_FUNCTION}); } } """ def generate_test_cases(ukernel, elements_tile, isa): """Generates all tests cases for a RAddExpMinusMax micro-kernel. Args: ukernel: C name of the micro-kernel function. elements_tile: Number of batch elements 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.split("_", 2) return xngen.preprocess(RADDEXPMINUSMAX_TEST_TEMPLATE, { "TEST_FUNCTION": ukernel, "TEST_NAME": test_name.upper().replace("UKERNEL_", ""), "DATATYPE": datatype, "ELEMENTS_TILE": elements_tile, "ISA_CHECK": xnncommon.generate_isa_check_macro(isa), }) 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 2019 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 "raddexpminusmax-microkernel-tester.h" """.format(specification=options.spec, generator=sys.argv[0]) for ukernel_spec in spec_yaml: name = ukernel_spec["name"] elements_tile, arch, isa = split_ukernel_name(name) test_case = generate_test_cases(name, elements_tile, isa) tests += "\n\n" + xnncommon.postprocess_test_case(test_case, arch, isa) 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:])