blob: d64f5b9c0e72a04e1af044986b550f79013354ab [file] [log] [blame]
#!/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 bisect
import codecs
import os
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='XNNPACK generator')
parser.add_argument("-s", "--spec", metavar="FILE", required=True,
help="Spec (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):
common_name, target_name = name.split("__", 1)
common_parts = common_name.split("_")
param_spec = common_parts[-1]
if "s" in param_spec:
param_spec, sr = param_spec.split("s", 1)
sr = int(sr)
else:
sr = 1
if "c" in param_spec:
param_spec, kr = param_spec.split("c", 1)
kr = int(kr)
else:
kr = 1
mr, nr = map(int, param_spec.split("x"))
arch, isa = xnncommon.parse_target_name(target_name)
return mr, nr, kr, sr, arch, isa
GEMM_TEST_CODE = """\
TEST(${TEST_NAME}, k_eq_${KBLOCK}) {
$if ISA_CHECK:
${ISA_CHECK};
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(${KBLOCK})
.Test(${", ".join(TEST_ARGS)});
}
TEST(${TEST_NAME}, strided_cn) {
$if ISA_CHECK:
${ISA_CHECK};
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(${KBLOCK})
.cn_stride(${next_prime(NR + 1)})
.Test(${", ".join(TEST_ARGS)});
}
$if UKERNEL_TYPE != "IGEMM":
TEST(${TEST_NAME}, k_eq_${KBLOCK}_strided_a) {
$if ISA_CHECK:
${ISA_CHECK};
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(${KBLOCK})
.a_stride(${next_prime(KBLOCK + 1)})
.Test(${", ".join(TEST_ARGS)});
}
TEST(${TEST_NAME}, k_eq_${KBLOCK}_subtile) {
$if ISA_CHECK:
${ISA_CHECK};
for (uint32_t m = 1; m <= ${MR}; m++) {
for (uint32_t n = 1; n <= ${NR}; n++) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(m)
.n(n)
.k(${KBLOCK})
.iterations(1)
.Test(${", ".join(TEST_ARGS)});
}
}
}
TEST(${TEST_NAME}, k_eq_${KBLOCK}_subtile_m) {
$if ISA_CHECK:
${ISA_CHECK};
for (uint32_t m = 1; m <= ${MR}; m++) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(m)
.n(${NR})
.k(${KBLOCK})
.iterations(1)
.Test(${", ".join(TEST_ARGS)});
}
}
TEST(${TEST_NAME}, k_eq_${KBLOCK}_subtile_n) {
$if ISA_CHECK:
${ISA_CHECK};
for (uint32_t n = 1; n <= ${NR}; n++) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(n)
.k(${KBLOCK})
.iterations(1)
.Test(${", ".join(TEST_ARGS)});
}
}
$if IS_PIPELINED:
TEST(${TEST_NAME}, k_eq_${KBLOCK * 2}) {
$if ISA_CHECK:
${ISA_CHECK};
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(${KBLOCK * 2})
.Test(${", ".join(TEST_ARGS)});
}
$if UKERNEL_TYPE != "IGEMM":
TEST(${TEST_NAME}, k_eq_${KBLOCK * 2}_strided_a) {
$if ISA_CHECK:
${ISA_CHECK};
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(${KBLOCK * 2})
.a_stride(${next_prime(KBLOCK * 2 + 1)})
.Test(${", ".join(TEST_ARGS)});
}
TEST(${TEST_NAME}, k_eq_${KBLOCK * 2}_subtile) {
$if ISA_CHECK:
${ISA_CHECK};
for (uint32_t m = 1; m <= ${MR}; m++) {
for (uint32_t n = 1; n <= ${NR}; n++) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(m)
.n(n)
.k(${KBLOCK * 2})
.iterations(1)
.Test(${", ".join(TEST_ARGS)});
}
}
}
$if KBLOCK > 1:
TEST(${TEST_NAME}, k_lt_${ADJKBLOCK}) {
$if ISA_CHECK:
${ISA_CHECK};
for (size_t k = 1; k < ${ADJKBLOCK}; k++) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(k)
.Test(${", ".join(TEST_ARGS)});
}
}
$if UKERNEL_TYPE != "IGEMM":
TEST(${TEST_NAME}, k_lt_${ADJKBLOCK}_strided_a) {
$if ISA_CHECK:
${ISA_CHECK};
for (size_t k = 1; k < ${ADJKBLOCK}; k++) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(k)
.a_stride(${next_prime(ADJKBLOCK + 1)})
.Test(${", ".join(TEST_ARGS)});
}
}
TEST(${TEST_NAME}, k_lt_${ADJKBLOCK}_subtile) {
$if ISA_CHECK:
${ISA_CHECK};
for (size_t k = 1; k < ${ADJKBLOCK}; k++) {
for (uint32_t m = 1; m <= ${MR}; m++) {
for (uint32_t n = 1; n <= ${NR}; n++) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(${", ".join(TEST_ARGS)});
}
}
}
}
TEST(${TEST_NAME}, k_gt_${ADJKBLOCK}) {
$if ISA_CHECK:
${ISA_CHECK};
for (size_t k = ${ADJKBLOCK + 1}; k < ${KBLOCK * 10 if KBLOCK == 1 else KBLOCK * 2}; k++) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(k)
.Test(${", ".join(TEST_ARGS)});
}
}
$if UKERNEL_TYPE.startswith("GEMM"):
TEST(${TEST_NAME}, k_gt_${KBLOCK}_strided_a) {
$if ISA_CHECK:
${ISA_CHECK};
for (size_t k = ${ADJKBLOCK + 1}; k < ${10 if KBLOCK == 1 else KBLOCK * 2}; k++) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(k)
.a_stride(${next_prime(10 if KBLOCK == 1 else KBLOCK * 2 + 1)})
.Test(${", ".join(TEST_ARGS)});
}
}
TEST(${TEST_NAME}, k_gt_${KBLOCK}_subtile) {
$if ISA_CHECK:
${ISA_CHECK};
for (size_t k = ${ADJKBLOCK + 1}; k < ${10 if KBLOCK == 1 else KBLOCK * 2}; k++) {
for (uint32_t m = 1; m <= ${MR}; m++) {
for (uint32_t n = 1; n <= ${NR}; n++) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(${", ".join(TEST_ARGS)});
}
}
}
}
$if KBLOCK > 1:
TEST(${TEST_NAME}, k_div_${KBLOCK}) {
$if ISA_CHECK:
${ISA_CHECK};
for (size_t k = ${ADJKBLOCK + KBLOCK}; k <= ${KBLOCK * 10}; k += ${KBLOCK}) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(k)
.Test(${", ".join(TEST_ARGS)});
}
}
$if UKERNEL_TYPE.startswith("GEMM"):
TEST(${TEST_NAME}, k_div_${KBLOCK}_strided_a) {
$if ISA_CHECK:
${ISA_CHECK};
for (size_t k = ${ADJKBLOCK + KBLOCK}; k <= ${KBLOCK * 10}; k += ${KBLOCK}) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(k)
.a_stride(${next_prime(KBLOCK * 10 + 1)})
.Test(${", ".join(TEST_ARGS)});
}
}
TEST(${TEST_NAME}, k_div_${KBLOCK}_subtile) {
$if ISA_CHECK:
${ISA_CHECK};
for (size_t k = ${ADJKBLOCK + KBLOCK}; k <= ${KBLOCK * 10}; k += ${KBLOCK}) {
for (uint32_t m = 1; m <= ${MR}; m++) {
for (uint32_t n = 1; n <= ${NR}; n++) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(${", ".join(TEST_ARGS)});
}
}
}
}
TEST(${TEST_NAME}, n_gt_${NR}) {
$if ISA_CHECK:
${ISA_CHECK};
for (uint32_t n = ${NR + 1}; n < ${NR * 2}; n++) {
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(k)
.Test(${", ".join(TEST_ARGS)});
}
}
}
TEST(${TEST_NAME}, n_gt_${NR}_strided_cn) {
$if ISA_CHECK:
${ISA_CHECK};
for (uint32_t n = ${NR + 1}; n < ${NR * 2}; n++) {
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(k)
.cn_stride(${next_prime(NR + 1)})
.Test(${", ".join(TEST_ARGS)});
}
}
}
$if UKERNEL_TYPE != "IGEMM":
TEST(${TEST_NAME}, n_gt_${NR}_strided_a) {
$if ISA_CHECK:
${ISA_CHECK};
for (uint32_t n = ${NR + 1}; n < ${NR * 2}; n++) {
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(n)
.k(k)
.a_stride(${next_prime(KBLOCK * 5 + 1)})
.Test(${", ".join(TEST_ARGS)});
}
}
}
TEST(${TEST_NAME}, n_gt_${NR}_subtile) {
$if ISA_CHECK:
${ISA_CHECK};
for (uint32_t n = ${NR + 1}; n < ${NR * 2}; n++) {
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
for (uint32_t m = 1; m <= ${MR}; m++) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(${", ".join(TEST_ARGS)});
}
}
}
}
TEST(${TEST_NAME}, n_div_${NR}) {
$if ISA_CHECK:
${ISA_CHECK};
for (uint32_t n = ${2 * NR}; n <= ${3 * NR}; n += ${NR}) {
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(k)
.Test(${", ".join(TEST_ARGS)});
}
}
}
TEST(${TEST_NAME}, n_div_${NR}_strided_cn) {
$if ISA_CHECK:
${ISA_CHECK};
for (uint32_t n = ${2 * NR}; n <= ${3 * NR}; n += ${NR}) {
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(n)
.k(k)
.cn_stride(${next_prime(NR + 1)})
.Test(${", ".join(TEST_ARGS)});
}
}
}
$if UKERNEL_TYPE != "IGEMM":
TEST(${TEST_NAME}, n_div_${NR}_strided_a) {
$if ISA_CHECK:
${ISA_CHECK};
for (uint32_t n = ${2 * NR}; n <= ${3 * NR}; n += ${NR}) {
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(n)
.k(k)
.a_stride(${next_prime(KBLOCK * 5 + 1)})
.Test(${", ".join(TEST_ARGS)});
}
}
}
TEST(${TEST_NAME}, n_div_${NR}_subtile) {
$if ISA_CHECK:
${ISA_CHECK};
for (uint32_t n = ${2 * NR}; n <= ${3 * NR}; n += ${NR}) {
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
for (uint32_t m = 1; m <= ${MR}; m++) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(${", ".join(TEST_ARGS)});
}
}
}
}
$if UKERNEL_TYPE.startswith("IGEMM"):
TEST(${TEST_NAME}, small_kernel) {
$if ISA_CHECK:
${ISA_CHECK};
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(k)
.ks(3)
.Test(${", ".join(TEST_ARGS)});
}
}
TEST(${TEST_NAME}, small_kernel_subtile) {
$if ISA_CHECK:
${ISA_CHECK};
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
for (uint32_t m = 1; m <= ${MR}; m++) {
for (uint32_t n = 1; n <= ${NR}; n++) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(m)
.n(n)
.k(k)
.ks(3)
.iterations(1)
.Test(${", ".join(TEST_ARGS)});
}
}
}
}
TEST(${TEST_NAME}, n_gt_${NR}_small_kernel) {
$if ISA_CHECK:
${ISA_CHECK};
for (uint32_t n = ${NR + 1}; n < ${NR * 2}; n++) {
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(k)
.ks(3)
.Test(${", ".join(TEST_ARGS)});
}
}
}
TEST(${TEST_NAME}, n_div_${NR}_small_kernel) {
$if ISA_CHECK:
${ISA_CHECK};
for (uint32_t n = ${2 * NR}; n <= ${3 * NR}; n += ${NR}) {
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(k)
.ks(3)
.Test(${", ".join(TEST_ARGS)});
}
}
}
TEST(${TEST_NAME}, strided_cm_subtile) {
$if ISA_CHECK:
${ISA_CHECK};
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
for (uint32_t m = 1; m <= ${MR}; m++) {
for (uint32_t n = 1; n <= ${NR}; n++) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(m)
.n(n)
.k(k)
.cm_stride(${next_prime(NR + 1)})
.iterations(1)
.Test(${", ".join(TEST_ARGS)});
}
}
}
}
$if UKERNEL_TYPE.startswith("IGEMM"):
TEST(${TEST_NAME}, a_offset) {
$if ISA_CHECK:
${ISA_CHECK};
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(k)
.ks(3)
.a_offset(${next_prime(MR * KBLOCK * 5 + 1)})
.Test(${", ".join(TEST_ARGS)});
}
}
TEST(${TEST_NAME}, zero) {
$if ISA_CHECK:
${ISA_CHECK};
for (uint32_t mz = 0; mz < ${MR}; mz++) {
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(k)
.ks(3)
.a_offset(${next_prime(MR * KBLOCK * 5 + 1)})
.zero_index(mz)
.Test(${", ".join(TEST_ARGS)});
}
}
}
$if ACTIVATION == "MINMAX":
TEST(${TEST_NAME}, qmin) {
$if ISA_CHECK:
${ISA_CHECK};
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(${KBLOCK})
.qmin(128)
.Test(${", ".join(TEST_ARGS)});
}
TEST(${TEST_NAME}, qmax) {
$if ISA_CHECK:
${ISA_CHECK};
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(${KBLOCK})
.qmax(128)
.Test(${", ".join(TEST_ARGS)});
}
TEST(${TEST_NAME}, strided_cm) {
$if ISA_CHECK:
${ISA_CHECK};
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(${KBLOCK})
.cm_stride(${next_prime(NR + 1)})
.Test(${", ".join(TEST_ARGS)});
}
$if DATATYPE == "qu8":
TEST(${TEST_NAME}, no_a_zero_point) {
$if ISA_CHECK:
${ISA_CHECK};
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(k)
.a_zero_point(0)
.Test(${", ".join(TEST_ARGS)});
}
}
TEST(${TEST_NAME}, no_b_zero_point) {
$if ISA_CHECK:
${ISA_CHECK};
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(k)
.b_zero_point(0)
.Test(${", ".join(TEST_ARGS)});
}
}
TEST(${TEST_NAME}, no_zero_point) {
$if ISA_CHECK:
${ISA_CHECK};
for (size_t k = 1; k <= ${KBLOCK * 5}; k += ${KBLOCK + 1}) {
GemmMicrokernelTester()
.mr(${MR})
.nr(${NR})
.kr(${KR})
.sr(${SR})
.m(${MR})
.n(${NR})
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(${", ".join(TEST_ARGS)});
}
}
"""
def generate_test_cases(ukernel, mr, nr, kr, sr,
k_block, is_pipelined, isa):
"""Generates all tests cases for a GEMM micro-kernel.
Args:
ukernel: C name of the micro-kernel function.
mr: MR parameter of the GEMM micro-kernel.
nr: NR parameter of the GEMM micro-kernel.
kr: KR parameter of the GEMM micro-kernel.
sr: SR parameter of the GEMM micro-kernel.
k_block: Number of K values processed per one iteration of the main loop of
the micro-kernel.
is_pipelined: Indicates if the micro-kernel is implemented with software
pipelining. Additional test cases are generated for software
pipelined micro-kernels to separately test prologue + epiloque
of the pipelined loop and iteration of the pipelined loop.
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, activation, _ = ukernel.split("_", 4)
if activation == "ukernel":
activation = "linear"
test_args = [ukernel]
if activation not in ["linear", "relu"] and (not isa or isa == "psimd"):
test_args.append("GemmMicrokernelTester::Variant::Scalar")
return xngen.preprocess(GEMM_TEST_CODE, {
"TEST_NAME": test_name.upper().replace("UKERNEL_", ""),
"TEST_ARGS": test_args,
"UKERNEL_TYPE": ukernel_type.upper(),
"DATATYPE": datatype,
"ACTIVATION": activation.upper(),
"MR": mr,
"NR": nr,
"KR": kr,
"SR": sr,
"KBLOCK": k_block,
"ADJKBLOCK": 2 * k_block if is_pipelined else k_block,
"IS_PIPELINED": is_pipelined,
"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 (c) Facebook, Inc. and its affiliates.
// All rights reserved.
//
// 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 <gtest/gtest.h>
#include <xnnpack/common.h>
#include <xnnpack/isa-checks.h>
#include <xnnpack/gemm.h>
#include <xnnpack/igemm.h>
#include <xnnpack/ppmm.h>
#include "gemm-microkernel-tester.h"
""".format(specification=options.spec, generator=sys.argv[0])
for ukernel_spec in spec_yaml:
name = ukernel_spec["name"]
k_block = int(ukernel_spec["k-block"])
pipelined = bool(ukernel_spec.get("pipelined", False))
assembly = bool(ukernel_spec.get("assembly", False))
mr, nr, kr, sr, arch, isa = split_ukernel_name(name)
# specification can override architecture
arch = ukernel_spec.get("arch", arch)
test_case = generate_test_cases(
name, mr, nr, kr, sr, k_block, pipelined, isa)
tests += "\n\n" + xnncommon.postprocess_test_case(test_case, arch, isa, assembly)
with codecs.open(options.output, "w", encoding="utf-8") as output_file:
output_file.write(tests)
if __name__ == "__main__":
main(sys.argv[1:])