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feat: Add converter for aten::sign unary op #1391

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Merged
merged 2 commits into from
Oct 5, 2022
Merged

feat: Add converter for aten::sign unary op #1391

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d94b449
feat: Add converter for sign unary operator
gs-olive Oct 5, 2022
0342c64
Remove round unary from PR
gs-olive Oct 5, 2022
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1 change: 1 addition & 0 deletions core/conversion/converters/impl/unary.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -95,6 +95,7 @@ convert(sqrt, kSQRT);
convert(exp, kEXP);
convert(neg, kNEG);
convert(erf, kERF);
convert(sign, kSIGN);
convert(asinh, kASINH);
convert(acosh, kACOSH);
convert(atanh, kATANH);
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34 changes: 34 additions & 0 deletions tests/core/conversion/converters/test_unary.cpp
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Expand Up @@ -47,6 +47,40 @@ TEST(Converters, ATenReciprocalIntConvertsCorrectly) {
ASSERT_TRUE(torch_tensorrt::tests::util::exactlyEqual(jit_results[0], trt_results[0]));
}

TEST(Converters, ATenSignConvertsCorrectly) {
const auto graph = gen_test_graph("sign");
auto g = std::make_shared<torch::jit::Graph>();
torch::jit::parseIR(graph, g.get());

// Resize range to [-10, 10] to span negative values
auto in = -20 * at::rand({2, 3, 5, 5}, {at::kCUDA}) + 10;
auto params = torch_tensorrt::core::ir::get_static_params(g->inputs(), {});
auto jit_results = torch_tensorrt::tests::util::RunGraph(g, params, {in});

params = torch_tensorrt::core::ir::get_static_params(g->inputs(), {});
auto trt_results = torch_tensorrt::tests::util::RunGraphEngine(g, params, {in});

ASSERT_TRUE(
torch_tensorrt::tests::util::almostEqual(jit_results[0], trt_results[0].reshape_as(jit_results[0]), 2e-6));
}

TEST(Converters, ATenSignConvertsZerosCorrectly) {
const auto graph = gen_test_graph("sign");
auto g = std::make_shared<torch::jit::Graph>();
torch::jit::parseIR(graph, g.get());

// Resize range to [-1, 1] to span negative values, cast to int to include zero
auto in = (-2 * at::rand({7, 3, 1, 5}, {at::kCUDA}) + 1).to(torch::kInt32);
auto params = torch_tensorrt::core::ir::get_static_params(g->inputs(), {});
auto jit_results = torch_tensorrt::tests::util::RunGraph(g, params, {in});

params = torch_tensorrt::core::ir::get_static_params(g->inputs(), {});
auto trt_results = torch_tensorrt::tests::util::RunGraphEngine(g, params, {in});

ASSERT_TRUE(
torch_tensorrt::tests::util::almostEqual(jit_results[0], trt_results[0].reshape_as(jit_results[0]), 2e-6));
}

#define test_unary(unary, name) \
TEST(Converters, ATen##name##ConvertsCorrectly) { \
const auto graph = gen_test_graph(#unary); \
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