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avgpool-minmax.cc
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// Copyright (c) Facebook, Inc. and its affiliates.
// All rights reserved.
//
// Copyright 2024 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.
#include <algorithm>
#include <cstddef>
#include <string>
#include <vector>
#include <gtest/gtest.h>
#include "xnnpack/avgpool.h"
#include "xnnpack/common.h"
#include "xnnpack/isa-checks.h"
#include "xnnpack/microparams-init.h"
#include "xnnpack/pavgpool.h"
#include "avgpool-microkernel-tester.h"
namespace {
struct XnnTestParam {
const char *name;
AvgPoolMicrokernelTester::Kernel kernel;
uint64_t arch_flags;
size_t channel_tile, channel_scaled_tile, primary_tile, incremental_tile;
};
class XnnTest : public testing::TestWithParam<XnnTestParam> {};
std::string GetTestName(const testing::TestParamInfo<XnnTest::ParamType>& info) {
return info.param.name;
}
const XnnTestParam xnn_test_params[] = {
#define XNN_UKERNEL_MULTIPASS(arch_flags, ukernel, channel_tile, channel_scaled_tile, primary_tile, incremental_tile, init_params) \
{ #ukernel, AvgPoolMicrokernelTester::Kernel{ukernel, init_params}, arch_flags, channel_tile, channel_scaled_tile, primary_tile, incremental_tile },
#define XNN_UKERNEL_UNIPASS(arch_flags, ukernel, channel_tile, channel_scaled_tile, primary_tile, incremental_tile, init_params) \
{ #ukernel, AvgPoolMicrokernelTester::Kernel{ukernel, init_params}, arch_flags, channel_tile, channel_scaled_tile, primary_tile, incremental_tile },
#include "f16-avgpool/f16-avgpool-minmax.h"
#include "f16-pavgpool/f16-pavgpool-minmax.h"
#include "f32-avgpool/f32-avgpool-minmax.h"
#include "f32-pavgpool/f32-pavgpool-minmax.h"
#undef XNN_UKERNEL_MULTIPASS
#undef XNN_UKERNEL_UNIPASS
#define XNN_UKERNEL_MULTIPASS(arch_flags, ukernel, requantize, channel_tile, channel_scaled_tile, primary_tile, incremental_tile, init_params) \
{ #ukernel, AvgPoolMicrokernelTester::Kernel{ukernel, init_params, requantize}, arch_flags, channel_tile, channel_scaled_tile, primary_tile, incremental_tile },
#define XNN_UKERNEL_UNIPASS(arch_flags, ukernel, requantize, channel_tile, channel_scaled_tile, primary_tile, incremental_tile, init_params) \
{ #ukernel, AvgPoolMicrokernelTester::Kernel{ukernel, init_params, requantize}, arch_flags, channel_tile, channel_scaled_tile, primary_tile, incremental_tile },
#include "qu8-avgpool/qu8-avgpool-minmax.h"
#undef XNN_UKERNEL_MULTIPASS
#undef XNN_UKERNEL_UNIPASS
};
} // namespace
TEST_P(XnnTest, channels_eq_channel_tile_unipass_fulltile) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channel_tile)
.Test(GetParam().kernel);
}
TEST_P(XnnTest, channels_eq_channel_tile_unipass_fulltile_with_input_offset) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channel_tile)
.input_offset(GetParam().channel_scaled_tile == GetParam().channel_tile ?
xnnpack::NextPrime(GetParam().channel_tile + 1) :
channel_tile + 1)
.Test(GetParam().kernel);
}
TEST_P(XnnTest, channels_eq_channel_tile_unipass_fulltile_with_zero) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t zero_index_mod2 = 0; zero_index_mod2 < 2; zero_index_mod2++) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channel_tile)
.input_offset(GetParam().channel_scaled_tile == GetParam().channel_tile ?
xnnpack::NextPrime(GetParam().channel_tile + 1) :
channel_tile + 1)
.zero_index_mod2(zero_index_mod2)
.Test(GetParam().kernel);
}
}
TEST_P(XnnTest, channels_eq_channel_tile_unipass_fulltile_with_qmin) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channel_tile)
.qmin(128)
.Test(GetParam().kernel);
}
TEST_P(XnnTest, channels_eq_channel_tile_unipass_fulltile_with_qmax) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channel_tile)
.qmax(128)
.Test(GetParam().kernel);
}
TEST_P(XnnTest, channels_eq_channel_tile_unipass_subtile) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t pooling_elements = 2; pooling_elements < GetParam().primary_tile; pooling_elements++) {
AvgPoolMicrokernelTester()
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile)
.channels(channel_tile)
.Test(GetParam().kernel);
}
}
TEST_P(XnnTest, channels_eq_channel_tile_unipass_subtile_with_input_offset) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t pooling_elements = 2; pooling_elements < GetParam().primary_tile; pooling_elements++) {
AvgPoolMicrokernelTester()
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile)
.channels(channel_tile)
.input_offset(GetParam().channel_scaled_tile == GetParam().channel_tile ?
xnnpack::NextPrime(GetParam().channel_tile + 1) :
channel_tile + 1)
.Test(GetParam().kernel);
}
}
TEST_P(XnnTest, channels_eq_channel_tile_unipass_subtile_with_zero) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t pooling_elements = 2; pooling_elements < GetParam().primary_tile; pooling_elements++) {
for (size_t zero_index_mod2 = 0; zero_index_mod2 < 2; zero_index_mod2++) {
AvgPoolMicrokernelTester()
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile)
.channels(channel_tile)
.input_offset(GetParam().channel_scaled_tile == GetParam().channel_tile ?
xnnpack::NextPrime(GetParam().channel_tile + 1) :
channel_tile + 1)
.zero_index_mod2(zero_index_mod2)
.Test(GetParam().kernel);
}
}
}
TEST_P(XnnTest, channels_div_channel_tile_unipass_fulltile) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_tile <= 1 || GetParam().channel_scaled_tile == GetParam().channel_tile) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = channel_tile*2; channels < channel_tile*8; channels += channel_tile) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.Test(GetParam().kernel);
}
}
TEST_P(XnnTest, channels_div_channel_tile_unipass_fulltile_with_input_offset) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_tile <= 1 || GetParam().channel_scaled_tile == GetParam().channel_tile) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = channel_tile*2; channels < channel_tile*8; channels += channel_tile) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.input_offset(channel_tile*8)
.Test(GetParam().kernel);
}
}
TEST_P(XnnTest, channels_div_channel_tile_unipass_fulltile_with_zero) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_tile <= 1 || GetParam().channel_scaled_tile == GetParam().channel_tile) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = channel_tile*2; channels < channel_tile*8; channels += channel_tile) {
for (size_t zero_index_mod2 = 0; zero_index_mod2 < 2; zero_index_mod2++) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.input_offset(channel_tile*8)
.zero_index_mod2(zero_index_mod2)
.Test(GetParam().kernel);
}
}
}
TEST_P(XnnTest, channels_div_channel_tile_unipass_fulltile_with_qmin) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_tile <= 1 || GetParam().channel_scaled_tile == GetParam().channel_tile) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = channel_tile*2; channels < channel_tile*8; channels += channel_tile) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.qmin(128)
.Test(GetParam().kernel);
}
}
TEST_P(XnnTest, channels_div_channel_tile_unipass_fulltile_with_qmax) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_tile <= 1 || GetParam().channel_scaled_tile == GetParam().channel_tile) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = channel_tile*2; channels < channel_tile*8; channels += channel_tile) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.qmax(128)
.Test(GetParam().kernel);
}
}
TEST_P(XnnTest, channels_div_channel_tile_unipass_subtile) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_tile <= 1 || GetParam().channel_scaled_tile == GetParam().channel_tile) {
GTEST_SKIP();
}
for (size_t pooling_elements = 2; pooling_elements < GetParam().primary_tile; pooling_elements++) {
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = channel_tile*2; channels < channel_tile*8; channels += channel_tile) {
AvgPoolMicrokernelTester()
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.Test(GetParam().kernel);
}
}
}
TEST_P(XnnTest, channels_div_channel_tile_unipass_subtile_with_input_offset) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_tile <= 1 || GetParam().channel_scaled_tile == GetParam().channel_tile) {
GTEST_SKIP();
}
for (size_t pooling_elements = 2; pooling_elements < GetParam().primary_tile; pooling_elements++) {
for (size_t channels = GetParam().channel_tile * 2; channels < GetParam().channel_tile * 8; channels += GetParam().channel_tile) {
AvgPoolMicrokernelTester()
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.input_offset(xnnpack::NextPrime(GetParam().channel_tile * 8))
.Test(GetParam().kernel);
}
}
}
TEST_P(XnnTest, channels_div_channel_tile_unipass_subtile_with_zero) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_tile <= 1 || GetParam().channel_scaled_tile == GetParam().channel_tile) {
GTEST_SKIP();
}
for (size_t pooling_elements = 2; pooling_elements < GetParam().primary_tile; pooling_elements++) {
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = channel_tile*2; channels < channel_tile*8; channels += channel_tile) {
for (size_t zero_index_mod2 = 0; zero_index_mod2 < 2; zero_index_mod2++) {
AvgPoolMicrokernelTester()
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.input_offset(channel_tile*8)
.zero_index_mod2(zero_index_mod2)
.Test(GetParam().kernel);
}
}
}
}
TEST_P(XnnTest, channels_lt_channel_tile_unipass_fulltile) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_tile <= 1 || GetParam().channel_scaled_tile == GetParam().channel_tile) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = 1; channels < channel_tile; channels++) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.Test(GetParam().kernel);
}
}
TEST_P(XnnTest, channels_lt_channel_tile_unipass_fulltile_with_input_offset) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_tile <= 1 || GetParam().channel_scaled_tile == GetParam().channel_tile) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = 1; channels < channel_tile; channels++) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.input_offset(GetParam().channel_scaled_tile == GetParam().channel_tile ?
xnnpack::NextPrime(GetParam().channel_tile) :
channel_tile)
.Test(GetParam().kernel);
}
}
TEST_P(XnnTest, channels_lt_channel_tile_unipass_fulltile_with_zero) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_tile <= 1 || GetParam().channel_scaled_tile == GetParam().channel_tile) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = 1; channels < channel_tile; channels++) {
for (size_t zero_index_mod2 = 0; zero_index_mod2 < 2; zero_index_mod2++) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.input_offset(GetParam().channel_scaled_tile == GetParam().channel_tile ?
xnnpack::NextPrime(GetParam().channel_tile) :
channel_tile)
.zero_index_mod2(zero_index_mod2)
.Test(GetParam().kernel);
}
}
}
TEST_P(XnnTest, channels_lt_channel_tile_unipass_fulltile_with_qmin) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_tile <= 1 || GetParam().channel_scaled_tile == GetParam().channel_tile) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = 1; channels < channel_tile; channels++) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.qmin(128)
.Test(GetParam().kernel);
}
}
TEST_P(XnnTest, channels_lt_channel_tile_unipass_fulltile_with_qmax) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_tile <= 1 || GetParam().channel_scaled_tile == GetParam().channel_tile) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = 1; channels < channel_tile; channels++) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.qmax(128)
.Test(GetParam().kernel);
}
}
TEST_P(XnnTest, channels_lt_channel_tile_unipass_subtile) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_tile <= 1 || GetParam().channel_scaled_tile == GetParam().channel_tile) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t pooling_elements = 2; pooling_elements < GetParam().primary_tile; pooling_elements++) {
for (size_t channels = 1; channels < channel_tile; channels++) {
AvgPoolMicrokernelTester()
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.Test(GetParam().kernel);
}
}
}
TEST_P(XnnTest, channels_lt_channel_tile_unipass_subtile_with_input_offset) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_tile <= 1 || GetParam().channel_scaled_tile == GetParam().channel_tile) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t pooling_elements = 2; pooling_elements < GetParam().primary_tile; pooling_elements++) {
for (size_t channels = 1; channels < channel_tile; channels++) {
AvgPoolMicrokernelTester()
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.input_offset(GetParam().channel_scaled_tile == GetParam().channel_tile ?
xnnpack::NextPrime(GetParam().channel_tile) :
channel_tile)
.Test(GetParam().kernel);
}
}
}
TEST_P(XnnTest, channels_lt_channel_tile_unipass_subtile_with_zero) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_tile <= 1 || GetParam().channel_scaled_tile == GetParam().channel_tile) {
GTEST_SKIP();
}
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t pooling_elements = 2; pooling_elements < GetParam().primary_tile; pooling_elements++) {
for (size_t channels = 1; channels < channel_tile; channels++) {
for (size_t zero_index_mod2 = 0; zero_index_mod2 < 2; zero_index_mod2++) {
AvgPoolMicrokernelTester()
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.input_offset(GetParam().channel_scaled_tile == GetParam().channel_tile ?
xnnpack::NextPrime(GetParam().channel_tile) :
channel_tile)
.zero_index_mod2(zero_index_mod2)
.Test(GetParam().kernel);
}
}
}
}
TEST_P(XnnTest, channels_gt_channel_tile_unipass_fulltile) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_scaled_tile == GetParam().channel_tile) {
for (size_t channels = GetParam().channel_tile + 1; channels < (GetParam().channel_tile == 1 ? 10 : GetParam().channel_tile * 2); channels++) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.Test(GetParam().kernel);
}
} else {
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = channel_tile+1; channels < channel_tile*2; channels = xnnpack::NextPrime(channels)) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.Test(GetParam().kernel);
}
}
}
TEST_P(XnnTest, channels_gt_channel_tile_unipass_fulltile_with_input_offset) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_scaled_tile == GetParam().channel_tile) {
for (size_t channels = GetParam().channel_tile + 1; channels < (GetParam().channel_tile == 1 ? 10 : GetParam().channel_tile * 2); channels++) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.input_offset(xnnpack::NextPrime(GetParam().channel_tile * 2))
.Test(GetParam().kernel);
}
} else {
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = channel_tile+1; channels < channel_tile*2; channels = xnnpack::NextPrime(channels)) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.input_offset(channel_tile*2)
.Test(GetParam().kernel);
}
}
}
TEST_P(XnnTest, channels_gt_channel_tile_unipass_fulltile_with_zero) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_scaled_tile == GetParam().channel_tile) {
for (size_t channels = GetParam().channel_tile + 1; channels < (GetParam().channel_tile == 1 ? 10 : GetParam().channel_tile * 2); channels++) {
for (size_t zero_index_mod2 = 0; zero_index_mod2 < 2; zero_index_mod2++) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.input_offset(xnnpack::NextPrime(GetParam().channel_tile * 2))
.zero_index_mod2(zero_index_mod2)
.Test(GetParam().kernel);
}
}
} else {
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = channel_tile+1; channels < channel_tile*2; channels = xnnpack::NextPrime(channels)) {
for (size_t zero_index_mod2 = 0; zero_index_mod2 < 2; zero_index_mod2++) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.input_offset(channel_tile*2)
.zero_index_mod2(zero_index_mod2)
.Test(GetParam().kernel);
}
}
}
}
TEST_P(XnnTest, channels_gt_channel_tile_unipass_fulltile_with_qmin) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_scaled_tile == GetParam().channel_tile) {
for (size_t channels = GetParam().channel_tile + 1; channels < (GetParam().channel_tile == 1 ? 10 : GetParam().channel_tile * 2); channels++) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.qmin(128)
.Test(GetParam().kernel);
}
} else {
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = channel_tile+1; channels < channel_tile*2; channels = xnnpack::NextPrime(channels)) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.qmin(128)
.Test(GetParam().kernel);
}
}
}
TEST_P(XnnTest, channels_gt_channel_tile_unipass_fulltile_with_qmax) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
if (GetParam().channel_scaled_tile == GetParam().channel_tile) {
for (size_t channels = GetParam().channel_tile + 1; channels < (GetParam().channel_tile == 1 ? 10 : GetParam().channel_tile * 2); channels++) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.qmax(128)
.Test(GetParam().kernel);
}
} else {
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = channel_tile+1; channels < channel_tile*2; channels = xnnpack::NextPrime(channels)) {
AvgPoolMicrokernelTester()
.pooling_elements(GetParam().primary_tile)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.qmax(128)
.Test(GetParam().kernel);
}
}
}
TEST_P(XnnTest, channels_gt_channel_tile_unipass_subtile) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
for (size_t pooling_elements = 2; pooling_elements < GetParam().primary_tile; pooling_elements++) {
if (GetParam().channel_scaled_tile == GetParam().channel_tile) {
for (size_t channels = GetParam().channel_tile + 1; channels < (GetParam().channel_tile == 1 ? 10 : GetParam().channel_tile * 2); channels++) {
AvgPoolMicrokernelTester()
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.Test(GetParam().kernel);
}
} else {
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = channel_tile+1; channels < channel_tile*2; channels = xnnpack::NextPrime(channels)) {
AvgPoolMicrokernelTester()
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.Test(GetParam().kernel);
}
}
}
}
TEST_P(XnnTest, channels_gt_channel_tile_unipass_subtile_with_input_offset) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
for (size_t pooling_elements = 2; pooling_elements < GetParam().primary_tile; pooling_elements++) {
if (GetParam().channel_scaled_tile == GetParam().channel_tile) {
for (size_t channels = GetParam().channel_tile + 1; channels < (GetParam().channel_tile == 1 ? 10 : GetParam().channel_tile * 2); channels++) {
AvgPoolMicrokernelTester()
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.input_offset(xnnpack::NextPrime(GetParam().channel_tile * 2))
.Test(GetParam().kernel);
}
} else {
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = channel_tile+1; channels < channel_tile*2; channels = xnnpack::NextPrime(channels)) {
AvgPoolMicrokernelTester()
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.input_offset(channel_tile*2)
.Test(GetParam().kernel);
}
}
}
}
TEST_P(XnnTest, channels_gt_channel_tile_unipass_subtile_with_zero) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
for (size_t pooling_elements = 2; pooling_elements < GetParam().primary_tile; pooling_elements++) {
if (GetParam().channel_scaled_tile == GetParam().channel_tile) {
for (size_t channels = GetParam().channel_tile + 1; channels < (GetParam().channel_tile == 1 ? 10 : GetParam().channel_tile * 2); channels++) {
for (size_t zero_index_mod2 = 0; zero_index_mod2 < 2; zero_index_mod2++) {
AvgPoolMicrokernelTester()
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.input_offset(xnnpack::NextPrime(GetParam().channel_tile * 2))
.zero_index_mod2(zero_index_mod2)
.Test(GetParam().kernel);
}
}
} else {
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = channel_tile+1; channels < channel_tile*2; channels = xnnpack::NextPrime(channels)) {
for (size_t zero_index_mod2 = 0; zero_index_mod2 < 2; zero_index_mod2++) {
AvgPoolMicrokernelTester()
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile)
.channels(channels)
.input_offset(channel_tile*2)
.zero_index_mod2(zero_index_mod2)
.Test(GetParam().kernel);
}
}
}
}
}
TEST_P(XnnTest, few_output_pixels_0) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
for (size_t pooling_elements : std::vector<size_t>{{2, GetParam().primary_tile - 1, GetParam().primary_tile}}) {
if (GetParam().channel_scaled_tile == GetParam().channel_tile) {
for (size_t channels = 1; channels <= GetParam().channel_tile * 5; channels += std::max<size_t>(1, GetParam().channel_tile - 1)) {
AvgPoolMicrokernelTester()
.output_pixels(output_pixels)
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile, GetParam().incremental_tile)
.channels(channels)
.Test(GetParam().kernel);
}
} else {
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = 1; channels <= channel_tile*5; channels += channel_tile-1) {
AvgPoolMicrokernelTester()
.output_pixels(output_pixels)
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile, GetParam().incremental_tile)
.channels(channels)
.Test(GetParam().kernel);
}
}
}
}
}
TEST_P(XnnTest, few_output_pixels_with_input_offset_0) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
for (size_t pooling_elements : std::vector<size_t>{{2, GetParam().primary_tile - 1, GetParam().primary_tile}}) {
if (GetParam().channel_scaled_tile == GetParam().channel_tile) {
for (size_t channels = 1; channels <= GetParam().channel_tile * 5; channels += std::max<size_t>(1, GetParam().channel_tile - 1)) {
AvgPoolMicrokernelTester()
.output_pixels(output_pixels)
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile, GetParam().incremental_tile)
.channels(channels)
.input_offset(xnnpack::NextPrime(GetParam().channel_tile * 5 + 1))
.Test(GetParam().kernel);
}
} else {
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = 1; channels <= channel_tile*5; channels += channel_tile-1) {
AvgPoolMicrokernelTester()
.output_pixels(output_pixels)
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile, GetParam().incremental_tile)
.channels(channels)
.input_offset(channel_tile*5+1)
.Test(GetParam().kernel);
}
}
}
}
}
TEST_P(XnnTest, few_output_pixels_with_zero_0) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
for (size_t pooling_elements : std::vector<size_t>{{2, GetParam().primary_tile - 1, GetParam().primary_tile}}) {
if (GetParam().channel_scaled_tile == GetParam().channel_tile) {
for (size_t channels = 1; channels <= GetParam().channel_tile * 5; channels += std::max<size_t>(1, GetParam().channel_tile - 1)) {
for (size_t zero_index_mod2 = 0; zero_index_mod2 < 2; zero_index_mod2++) {
AvgPoolMicrokernelTester()
.output_pixels(output_pixels)
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile, GetParam().incremental_tile)
.channels(channels)
.input_offset(xnnpack::NextPrime(GetParam().channel_tile * 5 + 1))
.zero_index_mod2(zero_index_mod2)
.Test(GetParam().kernel);
}
}
} else {
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = 1; channels <= channel_tile*5; channels += channel_tile-1) {
for (size_t zero_index_mod2 = 0; zero_index_mod2 < 2; zero_index_mod2++) {
AvgPoolMicrokernelTester()
.output_pixels(output_pixels)
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile, GetParam().incremental_tile)
.channels(channels)
.input_offset(channel_tile*5+1)
.zero_index_mod2(zero_index_mod2)
.Test(GetParam().kernel);
}
}
}
}
}
}
TEST_P(XnnTest, few_output_pixels_with_qmin_0) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
for (size_t pooling_elements : std::vector<size_t>{{2, GetParam().primary_tile - 1, GetParam().primary_tile}}) {
if (GetParam().channel_scaled_tile == GetParam().channel_tile) {
for (size_t channels = 1; channels <= GetParam().channel_tile * 5; channels += std::max<size_t>(1, GetParam().channel_tile - 1)) {
AvgPoolMicrokernelTester()
.output_pixels(output_pixels)
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile, GetParam().incremental_tile)
.channels(channels)
.qmin(128)
.Test(GetParam().kernel);
}
} else {
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = 1; channels <= channel_tile*5; channels += channel_tile-1) {
AvgPoolMicrokernelTester()
.output_pixels(output_pixels)
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile, GetParam().incremental_tile)
.channels(channels)
.qmin(128)
.Test(GetParam().kernel);
}
}
}
}
}
TEST_P(XnnTest, few_output_pixels_with_qmax_0) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
for (size_t pooling_elements : std::vector<size_t>{{2, GetParam().primary_tile - 1, GetParam().primary_tile}}) {
if (GetParam().channel_scaled_tile == GetParam().channel_tile) {
for (size_t channels = 1; channels <= GetParam().channel_tile * 5; channels += std::max<size_t>(1, GetParam().channel_tile - 1)) {
AvgPoolMicrokernelTester()
.output_pixels(output_pixels)
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile, GetParam().incremental_tile)
.channels(channels)
.qmax(128)
.Test(GetParam().kernel);
}
} else {
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = 1; channels <= channel_tile*5; channels += channel_tile-1) {
AvgPoolMicrokernelTester()
.output_pixels(output_pixels)
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile, GetParam().incremental_tile)
.channels(channels)
.qmax(128)
.Test(GetParam().kernel);
}
}
}
}
}
TEST_P(XnnTest, few_output_pixels_with_output_stride_0) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
for (size_t pooling_elements : std::vector<size_t>{{2, GetParam().primary_tile - 1, GetParam().primary_tile}}) {
if (GetParam().channel_scaled_tile == GetParam().channel_tile) {
for (size_t channels = 1; channels <= GetParam().channel_tile * 5; channels += std::max<size_t>(1, GetParam().channel_tile - 1)) {
AvgPoolMicrokernelTester()
.output_pixels(output_pixels)
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile, GetParam().incremental_tile)
.channels(channels)
.output_stride(xnnpack::NextPrime(GetParam().channel_tile * 5 + 1))
.Test(GetParam().kernel);
}
} else {
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = 1; channels <= channel_tile*5; channels += channel_tile-1) {
AvgPoolMicrokernelTester()
.output_pixels(output_pixels)
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile, GetParam().incremental_tile)
.channels(channels)
.output_stride(channel_tile*5+1)
.Test(GetParam().kernel);
}
}
}
}
}
TEST_P(XnnTest, few_output_pixels_with_step_0) {
TEST_REQUIRES_ARCH_FLAGS(GetParam().arch_flags);
if (GetParam().incremental_tile != 0) {
GTEST_SKIP();
}
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
for (size_t pooling_elements : std::vector<size_t>{{2, GetParam().primary_tile - 1, GetParam().primary_tile}}) {
if (GetParam().channel_scaled_tile == GetParam().channel_tile) {
for (size_t channels = 1; channels <= GetParam().channel_tile * 5; channels += std::max<size_t>(1, GetParam().channel_tile - 1)) {
for (size_t step = 2; step <= pooling_elements; step++) {
AvgPoolMicrokernelTester()
.output_pixels(output_pixels)
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile, GetParam().incremental_tile)
.step(step)
.channels(channels)
.output_stride(xnnpack::NextPrime(GetParam().channel_tile * 5 + 1))
.Test(GetParam().kernel);
}
}
} else {
const size_t channel_tile = GetParam().channel_scaled_tile;
for (size_t channels = 1; channels <= 3 * channel_tile; channels += channel_tile-1) {
for (size_t step = 2; step <= pooling_elements; step = xnnpack::NextPrime(step)) {
AvgPoolMicrokernelTester()
.output_pixels(output_pixels)
.pooling_elements(pooling_elements)
.pooling_tile(GetParam().primary_tile, GetParam().incremental_tile)
.step(step)
.channels(channels)
.output_stride(channel_tile*5+1)
.Test(GetParam().kernel);
}
}
}
}
}
}