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Support large tensors in grouped conv fwd (#1332)

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* Support large tensors in grouped conv fwd

* Multi ABD fixes

* Fix calculate element space size
This commit is contained in:
Bartłomiej Kocot
2024-06-14 16:53:03 +02:00
committed by GitHub
parent 37a347e380
commit dc1e9c5df9
17 changed files with 369 additions and 225 deletions
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16
test/grouped_convnd_fwd/test_grouped_convnd_fwd.cpp
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@@ -69,6 +69,8 @@ using KernelTypes3d = ::testing::Types<std::tuple<float, GNDHWC, GKZYXC, GNDHWK>
std::tuple<ck::bhalf_t, NDHWGC, GKZYXC, NDHWGK>,
std::tuple<int8_t, NDHWGC, GKZYXC, NDHWGK>>;
using KernelTypes2dLargeCases = ::testing::Types<std::tuple<float, NHWGC, GKYXC, NHWGK>>;
template <typename Tuple>
class TestGroupedConvndFwd1d : public TestGroupedConvndFwd<Tuple>
{
@@ -84,9 +86,15 @@ class TestGroupedConvndFwd3d : public TestGroupedConvndFwd<Tuple>
{
};
template <typename Tuple>
class TestGroupedConvndFwd2dLargeCases : public TestGroupedConvndFwd<Tuple>
{
};
TYPED_TEST_SUITE(TestGroupedConvndFwd1d, KernelTypes1d);
TYPED_TEST_SUITE(TestGroupedConvndFwd2d, KernelTypes2d);
TYPED_TEST_SUITE(TestGroupedConvndFwd3d, KernelTypes3d);
TYPED_TEST_SUITE(TestGroupedConvndFwd2dLargeCases, KernelTypes2dLargeCases);
TYPED_TEST(TestGroupedConvndFwd1d, Test1D)
{
@@ -131,3 +139,11 @@ TYPED_TEST(TestGroupedConvndFwd3d, Test3D)
{3, 1, 1, 1, 1, {3, 3, 3}, {32, 32, 32}, {1, 1, 1}, {1, 1, 1}, {1, 1, 1}, {1, 1, 1}});
this->template Run<3>();
}
TYPED_TEST(TestGroupedConvndFwd2dLargeCases, Test2DLargeCases)
{
// Case larger than 2GB
this->conv_params.push_back(
{2, 1, 64, 4, 192, {2, 2}, {224, 224}, {224, 224}, {0, 0}, {0, 0}, {0, 0}});
this->template Run<2>();
}