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layout.cpp
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layout.cpp
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// Copyright (C) 2018-2023 Intel Corporation
// SPDX-License-Identifier: Apache-2.0
//
#include "openvino/core/layout.hpp"
#include "gtest/gtest.h"
using namespace ov;
TEST(layout, basic) {
Layout l = "NcDHw";
EXPECT_TRUE(layout::has_batch(l));
EXPECT_EQ(layout::batch_idx(l), 0);
EXPECT_TRUE(layout::has_channels(l));
EXPECT_EQ(layout::channels_idx(l), 1);
EXPECT_TRUE(layout::has_depth(l));
EXPECT_EQ(layout::depth_idx(l), 2);
EXPECT_TRUE(layout::has_height(l));
EXPECT_EQ(layout::height_idx(l), 3);
EXPECT_TRUE(layout::has_width(l));
EXPECT_EQ(layout::width_idx(l), 4);
}
TEST(layout, advanced_syntax) {
Layout l = "[batch, channels, depth, height, width]";
EXPECT_TRUE(layout::has_batch(l));
EXPECT_EQ(layout::batch_idx(l), 0);
EXPECT_TRUE(layout::has_channels(l));
EXPECT_EQ(layout::channels_idx(l), 1);
EXPECT_TRUE(layout::has_depth(l));
EXPECT_EQ(layout::depth_idx(l), 2);
EXPECT_TRUE(layout::has_height(l));
EXPECT_EQ(layout::height_idx(l), 3);
EXPECT_TRUE(layout::has_width(l));
EXPECT_EQ(layout::width_idx(l), 4);
EXPECT_EQ(l, Layout("ncdhw"));
l = "[custom1, ?, custom2]";
EXPECT_EQ(l.get_index_by_name("CUSTOm1"), 0);
EXPECT_EQ(l.get_index_by_name("Custom2"), 2);
l = "[?, N , ... , channels , ?]";
EXPECT_EQ(l, Layout("?N...C?"));
l = "[?, N , ... , custom1 , ?]";
EXPECT_EQ(l.get_index_by_name("Custom1"), -2);
}
TEST(layout, empty) {
Layout l;
EXPECT_TRUE(Layout("").empty());
EXPECT_FALSE(layout::has_batch(l));
EXPECT_THROW(layout::batch_idx(l), ov::AssertFailure);
EXPECT_FALSE(layout::has_channels(l));
EXPECT_THROW(layout::channels_idx(l), ov::AssertFailure);
EXPECT_FALSE(layout::has_depth(l));
EXPECT_THROW(layout::depth_idx(l), ov::AssertFailure);
EXPECT_FALSE(layout::has_height(l));
EXPECT_THROW(layout::height_idx(l), ov::AssertFailure);
EXPECT_FALSE(layout::has_width(l));
EXPECT_THROW(layout::width_idx(l), ov::AssertFailure);
}
TEST(layout, to_string) {
std::vector<Layout> layouts = {{"NCHW"},
{"[?, N, CHANNELS, ?, ?, Custom_dim_name]"},
{"012?...3?456"},
{"...3?456"},
{"12?34..."},
{"..."},
Layout::scalar()};
for (const auto& l : layouts) {
EXPECT_EQ(l, Layout(l.to_string()));
}
}
TEST(layout, scalar) {
auto l = Layout::scalar();
EXPECT_FALSE(layout::has_batch(l));
EXPECT_THROW(layout::batch_idx(l), ov::AssertFailure);
EXPECT_FALSE(layout::has_channels(l));
EXPECT_THROW(layout::channels_idx(l), ov::AssertFailure);
EXPECT_FALSE(layout::has_depth(l));
EXPECT_THROW(layout::depth_idx(l), ov::AssertFailure);
EXPECT_FALSE(layout::has_height(l));
EXPECT_THROW(layout::height_idx(l), ov::AssertFailure);
EXPECT_FALSE(layout::has_width(l));
EXPECT_THROW(layout::width_idx(l), ov::AssertFailure);
}
TEST(layout, custom_dims) {
Layout l = "0ac";
EXPECT_FALSE(layout::has_batch(l));
EXPECT_THROW(layout::batch_idx(l), ov::AssertFailure);
EXPECT_TRUE(layout::has_channels(l));
EXPECT_EQ(layout::channels_idx(l), 2);
EXPECT_TRUE(l.has_name("0"));
EXPECT_TRUE(l.has_name("A"));
EXPECT_EQ(l.get_index_by_name("a"), 1);
}
TEST(layout, dims_unknown) {
Layout l = "n??c";
EXPECT_TRUE(layout::has_batch(l));
EXPECT_EQ(layout::batch_idx(l), 0);
EXPECT_TRUE(layout::has_channels(l));
EXPECT_EQ(layout::channels_idx(l), 3);
EXPECT_FALSE(l.has_name("?"));
EXPECT_EQ(l.get_index_by_name("C"), 3);
}
TEST(layout, dims_undefined) {
Layout l = "?n?...?c?";
EXPECT_TRUE(layout::has_batch(l));
EXPECT_EQ(layout::batch_idx(l), 1);
EXPECT_TRUE(layout::has_channels(l));
EXPECT_EQ(layout::channels_idx(l), -2);
EXPECT_FALSE(l.has_name("?"));
}
TEST(layout, dims_valid_syntax) {
Layout l;
EXPECT_NO_THROW(l = "...");
EXPECT_NO_THROW(l = "?...?");
EXPECT_NO_THROW(l = "...?");
EXPECT_NO_THROW(l = "?...");
EXPECT_NO_THROW(l = "????");
EXPECT_NO_THROW(l = "[?,?,?,?]");
EXPECT_NO_THROW(l = "[?, ... ,?]");
EXPECT_NO_THROW(l = "[...,?]");
EXPECT_NO_THROW(l = "[?,...]");
}
TEST(layout, dims_wrong_syntax) {
Layout l;
EXPECT_THROW(l = " ", ov::AssertFailure);
std::string invalidChars = "`~!@#$%^&*()-=+{}\"'><,|";
for (auto c : invalidChars) {
EXPECT_THROW(l = Layout(std::string(1, c)), ov::AssertFailure);
}
EXPECT_THROW(l = "....", ov::AssertFailure);
EXPECT_THROW(l = ".nchw", ov::AssertFailure);
EXPECT_THROW(l = "n...c...", ov::AssertFailure);
EXPECT_THROW(l = "ncChw", ov::AssertFailure);
EXPECT_THROW(l = "c...C", ov::AssertFailure);
EXPECT_THROW(l = ".", ov::AssertFailure);
EXPECT_THROW(l = "[....]", ov::AssertFailure);
EXPECT_THROW(l = "[c, ..., n, ...]", ov::AssertFailure);
EXPECT_THROW(l = "[c,,]", ov::AssertFailure);
EXPECT_THROW(l = "[c", ov::AssertFailure);
EXPECT_THROW(l = "[c]]", ov::AssertFailure);
EXPECT_THROW(l = "[]", ov::AssertFailure);
EXPECT_THROW(l = "[ ]", ov::AssertFailure);
EXPECT_THROW(l = "[,]", ov::AssertFailure);
EXPECT_THROW(l = "[...,]", ov::AssertFailure);
EXPECT_THROW(l = "[ ]", ov::AssertFailure);
EXPECT_THROW(l = "[?...]", ov::AssertFailure);
EXPECT_THROW(l = "[? ...]", ov::AssertFailure);
EXPECT_THROW(l = "[...N]", ov::AssertFailure);
EXPECT_THROW(l = "[... N]", ov::AssertFailure);
}
TEST(layout, layout_equals) {
EXPECT_EQ(Layout("nchw"), Layout("NCHW"));
EXPECT_NE(Layout("nc?hw"), Layout("NC...HW"));
EXPECT_NE(Layout("nc"), Layout("NC..."));
EXPECT_NE(Layout("n???"), Layout("NCHW"));
EXPECT_NE(Layout("nchw"), Layout("n???"));
EXPECT_NE(Layout("?n..."), Layout("...n?"));
EXPECT_EQ(Layout("0A?...HWC"), Layout("0a?...hwc"));
EXPECT_NE(Layout("?..."), Layout("?"));
EXPECT_NE(Layout("...?"), Layout("..."));
EXPECT_EQ(Layout("[Batch, ..., Channels, ? , ? ]"), Layout("N...C??"));
EXPECT_EQ(Layout::scalar(), Layout::scalar());
EXPECT_NE(Layout::scalar(), Layout("..."));
}
TEST(layout, dims_implicit_api) {
EXPECT_EQ(Layout("nchw"), Layout("NCHW"));
EXPECT_NE(Layout("nchw"), Layout("NHWC"));
Layout l = "NCHW";
auto l2 = l;
auto l3 = l;
auto l4 = std::move(l3);
l2 = l4;
l3 = std::move(l2);
EXPECT_EQ(l3, l4);
}
TEST(layout, attribute_adapter) {
Layout l = "NCHW";
Layout l2 = "NHCW";
AttributeAdapter<Layout> at(l);
EXPECT_EQ(at.get(), l.to_string());
at.set("NHCW");
EXPECT_EQ(l, l2);
}