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Paddle/paddle/framework/dim_test.cu

129 lines
3.5 KiB

#include <thrust/device_vector.h>
#include <sstream>
#include "paddle/majel/dim.h"
#include "gtest/gtest.h"
__global__ void test(majel::Dim<2>* o) {
o[0] = majel::make_dim(5, 6);
}
__global__ void dyn_idx_gpu(int* o) {
auto d = majel::make_dim(5, 6);
o[0] = d[1];
}
TEST(Dim, Equality) {
// construct a Dim on the CPU
auto a = majel::make_dim(3, 4);
EXPECT_EQ(majel::get<0>(a), 3);
EXPECT_EQ(majel::get<1>(a), 4);
// construct a Dim on the GPU
thrust::device_vector<majel::Dim<2>> t(2);
test<<<1,1>>>(thrust::raw_pointer_cast(t.data()));
a = t[0];
EXPECT_EQ(majel::get<0>(a), 5);
EXPECT_EQ(majel::get<1>(a), 6);
// linearization
auto b = majel::make_dim(7, 8);
EXPECT_EQ(majel::linearize(a, b), 83);
// product
EXPECT_EQ(majel::product(a), 30);
// mutate a Dim
majel::get<1>(b) = 10;
EXPECT_EQ(majel::get<0>(b), 7);
EXPECT_EQ(majel::get<1>(b), 10);
// dynamic access
majel::get(b, 0) = 8;
b[1] = 11;
EXPECT_EQ(majel::get<0>(b), 8);
EXPECT_EQ(majel::get<1>(b), 11);
EXPECT_EQ(majel::get(b, 0), 8);
EXPECT_EQ(b[1], 11);
// dynamic access on GPU
thrust::device_vector<int> r(1);
dyn_idx_gpu<<<1,1>>>(thrust::raw_pointer_cast(r.data()));
int res = r[0];
EXPECT_EQ(res, 6);
// ex_prefix_mul
majel::Dim<3> c = majel::ex_prefix_mul(majel::Dim<3>(3, 4, 5));
EXPECT_EQ(majel::get<0>(c), 1);
EXPECT_EQ(majel::get<1>(c), 3);
EXPECT_EQ(majel::get<2>(c), 12);
// contiguous_strides
c = majel::contiguous_strides(majel::Dim<3>(10, 1, 10));
EXPECT_EQ(majel::get<0>(c), 1);
EXPECT_EQ(majel::get<1>(c), 0);
EXPECT_EQ(majel::get<2>(c), 10);
c = majel::contiguous_strides(majel::Dim<3>(10, 10, 1));
EXPECT_EQ(majel::get<0>(c), 1);
EXPECT_EQ(majel::get<1>(c), 10);
EXPECT_EQ(majel::get<2>(c), 0);
c = majel::contiguous_strides(majel::Dim<3>(1, 10, 10));
EXPECT_EQ(majel::get<0>(c), 0);
EXPECT_EQ(majel::get<1>(c), 1);
EXPECT_EQ(majel::get<2>(c), 10);
c = majel::contiguous_strides(majel::Dim<3>(2, 3, 4));
EXPECT_EQ(majel::get<0>(c), 1);
EXPECT_EQ(majel::get<1>(c), 2);
EXPECT_EQ(majel::get<2>(c), 6);
// generate from an index
auto size = majel::make_dim(4, 5, 2);
c = majel::Dim<3>(14, size);
EXPECT_EQ(majel::get<0>(c), 2);
EXPECT_EQ(majel::get<1>(c), 3);
EXPECT_EQ(majel::get<2>(c), 0);
c = majel::Dim<3>(25, size);
EXPECT_EQ(majel::get<0>(c), 1);
EXPECT_EQ(majel::get<1>(c), 1);
EXPECT_EQ(majel::get<2>(c), 1);
}
TEST(Dim, Bool) {
auto a = majel::make_dim(3, 4);
auto b = majel::make_dim(5, 6);
auto c = majel::make_dim(3, 4);
// in_bounds check
EXPECT_TRUE(majel::contained(a, b));
EXPECT_FALSE(majel::contained(b, a));
// comparison
EXPECT_TRUE(a == a);
EXPECT_FALSE(a == b);
EXPECT_TRUE(a == c);
// contiguous check
int x = 4, y = 5, z = 2;
majel::Dim<3> sizef(x, y, z);
majel::Dim<3> stridea(1, x, x*y);
majel::Dim<3> strideb(2, 2*x, 2*x*y);
majel::Dim<3> stridec(1, x, 2*x*y);
EXPECT_TRUE(majel::contiguous(sizef, stridea));
EXPECT_FALSE(majel::contiguous(sizef, strideb));
EXPECT_FALSE(majel::contiguous(sizef, stridec));
}
TEST(Dim, Print) {
{
std::stringstream ss;
auto a = majel::make_dim(2, 3);
ss << a;
EXPECT_EQ(ss.str(), "2, 3");
}
{
std::stringstream ss;
ss << majel::make_dim(8);
EXPECT_EQ(ss.str(), "8");
}
}