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Support access per groups and filter3x3 in grouped conv fwd (#1382)

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* Support access per groups and filter3x3 in grouped conv fwd

* Fixes for large cases

* Fixes for large tensors
This commit is contained in:
Bartłomiej Kocot
2024-07-12 20:08:42 +02:00
committed by GitHub
parent 13c1e64daa
commit 82e8a78a3f
19 changed files with 1471 additions and 336 deletions
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10
test/grouped_convnd_fwd/test_grouped_convnd_fwd.cpp
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@@ -104,6 +104,7 @@ TYPED_TEST(TestGroupedConvndFwd1d, Test1D)
this->conv_params.push_back({1, 2, 32, 128, 256, {1}, {3}, {1}, {1}, {0}, {0}});
this->conv_params.push_back({1, 1, 1, 1, 32, {3}, {32}, {1}, {1}, {1}, {1}});
this->conv_params.push_back({1, 1, 1, 64, 3, {3}, {32}, {1}, {1}, {1}, {1}});
this->conv_params.push_back({1, 96, 1, 1, 1, {3}, {512}, {1}, {1}, {1}, {1}});
this->template Run<1>();
}
@@ -119,6 +120,8 @@ TYPED_TEST(TestGroupedConvndFwd2d, Test2D)
this->conv_params.push_back({2, 1, 1, 1, 32, {3, 3}, {32, 32}, {1, 1}, {1, 1}, {1, 1}, {1, 1}});
this->conv_params.push_back({2, 1, 1, 64, 3, {3, 3}, {32, 32}, {1, 1}, {1, 1}, {1, 1}, {1, 1}});
this->conv_params.push_back({2, 1, 1, 1, 1, {3, 3}, {32, 32}, {1, 1}, {1, 1}, {1, 1}, {1, 1}});
this->conv_params.push_back(
{2, 96, 1, 1, 1, {3, 3}, {120, 160}, {1, 1}, {1, 1}, {1, 1}, {1, 1}});
this->template Run<2>();
}
@@ -137,6 +140,8 @@ TYPED_TEST(TestGroupedConvndFwd3d, Test3D)
{3, 1, 1, 64, 3, {3, 3, 3}, {32, 32, 32}, {1, 1, 1}, {1, 1, 1}, {1, 1, 1}, {1, 1, 1}});
this->conv_params.push_back(
{3, 1, 1, 1, 1, {3, 3, 3}, {32, 32, 32}, {1, 1, 1}, {1, 1, 1}, {1, 1, 1}, {1, 1, 1}});
this->conv_params.push_back(
{3, 96, 1, 1, 1, {3, 3, 3}, {4, 30, 160}, {1, 1, 1}, {1, 1, 1}, {1, 1, 1}, {1, 1, 1}});
this->template Run<3>();
}
@@ -144,6 +149,9 @@ 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}});
{2, 1, 64, 4, 192, {2, 2}, {224, 224}, {224, 224}, {1, 1}, {0, 0}, {0, 0}});
// With supported NumGroupsToMerge > 1
this->conv_params.push_back(
{2, 32, 64, 1, 1, {2, 2}, {672, 672}, {672, 672}, {1, 1}, {0, 0}, {0, 0}});
this->template Run<2>();
}