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Commit 13d14c66 authored by Brian Pickrell's avatar Brian Pickrell
Browse files

Merge branch 'develop' into dyn_resize_gather

parents f4e7d9d9 d1abf06f
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Showing with 386 additions and 320 deletions
test/ref/allocate.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......
test/ref/argmax.cpp
View file @ 13d14c66
......@@ -25,7 +25,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......@@ -47,7 +47,7 @@ TEST_CASE(argmax_test_0)
std::vector<int64_t> result_vec;
result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
}
TEST_CASE(argmax_test_1)
......@@ -66,7 +66,7 @@ TEST_CASE(argmax_test_1)
std::vector<int64_t> result_vec;
result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
}
TEST_CASE(argmax_test_2)
......@@ -85,7 +85,7 @@ TEST_CASE(argmax_test_2)
std::vector<int64_t> result_vec;
result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
}
TEST_CASE(argmax_test_neg_2)
......@@ -104,7 +104,7 @@ TEST_CASE(argmax_test_neg_2)
std::vector<int64_t> result_vec;
result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
}
TEST_CASE(argmax_dyn_test)
......@@ -126,7 +126,7 @@ TEST_CASE(argmax_dyn_test)
std::vector<int64_t> result_vec;
result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
std::vector<int64_t> res_gold = {0, 0, 1, 0, 1, 0, 0, 0, 1, 1, 0, 1};
EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
}
TEST_CASE(argmax_test_nonstd_shape)
......@@ -145,5 +145,39 @@ TEST_CASE(argmax_test_nonstd_shape)
result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
std::vector<int64_t> res_gold_vec;
res_gold.visit([&](auto output) { res_gold_vec.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(result_vec, res_gold_vec));
EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold_vec));
}
TEST_CASE(argmax_test_select_last_index_0)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<float> data = {2.0305, -1.853, 2.0305, -1.5706, 0.7545, 0.7545};
std::vector<int64_t> res_gold = {2, 2};
migraphx::shape data_shape{migraphx::shape::float_type, {2, 3}};
auto dl = mm->add_literal(migraphx::literal{data_shape, data});
mm->add_instruction(migraphx::make_op("argmax", {{"axis", 1}, {"select_last_index", true}}),
dl);
p.compile(migraphx::make_target("ref"));
auto result = p.eval({}).back();
std::vector<int64_t> result_vec;
result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
}
TEST_CASE(argmax_test_select_last_index_1)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<float> data = {2.0305, -1.853, 2.0305, -1.5706, 0.7545, 0.7545};
std::vector<int64_t> res_gold = {0, 1};
migraphx::shape data_shape{migraphx::shape::float_type, {2, 3}};
auto dl = mm->add_literal(migraphx::literal{data_shape, data});
mm->add_instruction(migraphx::make_op("argmax", {{"axis", 1}, {"select_last_index", false}}),
dl);
p.compile(migraphx::make_target("ref"));
auto result = p.eval({}).back();
std::vector<int64_t> result_vec;
result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
}
test/ref/argmin.cpp
View file @ 13d14c66
......@@ -25,7 +25,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......@@ -47,7 +47,7 @@ TEST_CASE(argmin_test_0)
std::vector<int64_t> result_vec;
result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
}
TEST_CASE(argmin_test_1)
......@@ -66,7 +66,7 @@ TEST_CASE(argmin_test_1)
std::vector<int64_t> result_vec;
result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
}
TEST_CASE(argmin_test_2)
......@@ -85,7 +85,7 @@ TEST_CASE(argmin_test_2)
std::vector<int64_t> result_vec;
result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
}
TEST_CASE(argmin_test_neg_1)
......@@ -104,7 +104,7 @@ TEST_CASE(argmin_test_neg_1)
std::vector<int64_t> result_vec;
result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
}
TEST_CASE(argmin_test_nonstd_shape)
......@@ -123,5 +123,39 @@ TEST_CASE(argmin_test_nonstd_shape)
result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
std::vector<int64_t> res_gold_vec;
res_gold.visit([&](auto output) { res_gold_vec.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(result_vec, res_gold_vec));
EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold_vec));
}
TEST_CASE(argmin_test_select_last_index_0)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<float> data = {-2.0305, 0.853, -2.0305, 1.5706, 0.7545, 0.7545};
std::vector<int64_t> res_gold = {2, 2};
migraphx::shape data_shape{migraphx::shape::float_type, {2, 3}};
auto dl = mm->add_literal(migraphx::literal{data_shape, data});
mm->add_instruction(migraphx::make_op("argmin", {{"axis", 1}, {"select_last_index", true}}),
dl);
p.compile(migraphx::make_target("ref"));
auto result = p.eval({}).back();
std::vector<int64_t> result_vec;
result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
}
TEST_CASE(argmin_test_select_last_index_1)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<float> data = {-2.0305, 0.853, -2.0305, 1.5706, 0.7545, 0.7545};
std::vector<int64_t> res_gold = {0, 1};
migraphx::shape data_shape{migraphx::shape::float_type, {2, 3}};
auto dl = mm->add_literal(migraphx::literal{data_shape, data});
mm->add_instruction(migraphx::make_op("argmin", {{"axis", 1}, {"select_last_index", false}}),
dl);
p.compile(migraphx::make_target("ref"));
auto result = p.eval({}).back();
std::vector<int64_t> result_vec;
result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
}
test/ref/asin.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......@@ -45,7 +45,7 @@ TEST_CASE(asin_test)
std::vector<float> gold = data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return asinf(n); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(asin_dyn_test)
......@@ -68,5 +68,5 @@ TEST_CASE(asin_dyn_test)
std::vector<float> gold = input_data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return asinf(n); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
test/ref/asinh.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......@@ -45,7 +45,7 @@ TEST_CASE(asinh_test)
std::vector<float> gold = data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return asinhf(n); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(asinh_dyn_test)
......@@ -68,5 +68,5 @@ TEST_CASE(asinh_dyn_test)
std::vector<float> gold = input_data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return asinhf(n); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
test/ref/atan.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......@@ -45,7 +45,7 @@ TEST_CASE(atan_test)
std::vector<float> gold = data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return atanf(n); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(atan_dyn_test)
......@@ -68,5 +68,5 @@ TEST_CASE(atan_dyn_test)
std::vector<float> gold = input_data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return atanf(n); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
test/ref/atanh.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......@@ -45,7 +45,7 @@ TEST_CASE(atanh_test)
std::vector<float> gold = data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return atanhf(n); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(atanh_dyn_test)
......@@ -68,5 +68,5 @@ TEST_CASE(atanh_dyn_test)
std::vector<float> gold = input_data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return atanhf(n); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
test/ref/broadcast.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......@@ -114,6 +114,6 @@ TEST_CASE(isnan_broadcast_test)
auto result = p.eval({}).back();
std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> correct = {0, 0, 0, 0, 1, 1};
EXPECT(migraphx::verify::verify_range(results_vector, correct));
std::vector<float> gold = {0, 0, 0, 0, 1, 1};
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
test/ref/ceil.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......@@ -45,7 +45,7 @@ TEST_CASE(ceil_test)
std::vector<float> gold = data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return std::ceil(n); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(ceil_dyn_test)
......@@ -68,5 +68,5 @@ TEST_CASE(ceil_dyn_test)
std::vector<float> gold = input_data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return std::ceil(n); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
test/ref/clip.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......@@ -48,7 +48,7 @@ TEST_CASE(clip_test)
std::vector<float> results_vector(3);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {0.0, 0.0, 6.0};
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(clip_dyn_test)
......@@ -73,5 +73,5 @@ TEST_CASE(clip_dyn_test)
std::vector<float> results_vector(3);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {0.0, 0.0, 6.0};
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
test/ref/concat.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......@@ -50,11 +50,11 @@ TEST_CASE(concat_test_1)
std::vector<int> gold = {0, 1, 2, 3, 4, 10, 5, 6, 7, 8, 9, 20};
std::vector<int> results_vector(2 * 6);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_range(result.get_shape().lens(),
std::vector<std::size_t>({2, 6})));
EXPECT(migraphx::verify::verify_range(result.get_shape().strides(),
std::vector<std::size_t>({6, 1})));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(),
std::vector<std::size_t>({2, 6})));
EXPECT(migraphx::verify::verify_rms_range(result.get_shape().strides(),
std::vector<std::size_t>({6, 1})));
}
TEST_CASE(concat_test_2)
......@@ -77,11 +77,11 @@ TEST_CASE(concat_test_2)
std::vector<int> gold = {0, 1, 2, 3, 4, 10, 5, 6, 7, 8, 9, 20};
std::vector<int> results_vector(2 * 6);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_range(result.get_shape().lens(),
std::vector<std::size_t>({2, 6})));
EXPECT(migraphx::verify::verify_range(result.get_shape().strides(),
std::vector<std::size_t>({6, 1})));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(),
std::vector<std::size_t>({2, 6})));
EXPECT(migraphx::verify::verify_rms_range(result.get_shape().strides(),
std::vector<std::size_t>({6, 1})));
}
TEST_CASE(concat_test_3)
......@@ -104,11 +104,11 @@ TEST_CASE(concat_test_3)
std::vector<int> gold = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11};
std::vector<int> results_vector(6 * 2);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_range(result.get_shape().lens(),
std::vector<std::size_t>({6, 2})));
EXPECT(migraphx::verify::verify_range(result.get_shape().strides(),
std::vector<std::size_t>({2, 1})));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(),
std::vector<std::size_t>({6, 2})));
EXPECT(migraphx::verify::verify_rms_range(result.get_shape().strides(),
std::vector<std::size_t>({2, 1})));
}
TEST_CASE(concat_test_4)
......@@ -131,11 +131,11 @@ TEST_CASE(concat_test_4)
std::vector<int> gold = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11};
std::vector<int> results_vector(6 * 2);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_range(result.get_shape().lens(),
std::vector<std::size_t>({6, 2})));
EXPECT(migraphx::verify::verify_range(result.get_shape().strides(),
std::vector<std::size_t>({2, 1})));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(),
std::vector<std::size_t>({6, 2})));
EXPECT(migraphx::verify::verify_rms_range(result.get_shape().strides(),
std::vector<std::size_t>({2, 1})));
}
TEST_CASE(concat_dyn_test)
......@@ -169,7 +169,7 @@ TEST_CASE(concat_dyn_test)
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11};
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_range(result.get_shape().lens(),
std::vector<std::size_t>({6, 2})));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(),
std::vector<std::size_t>({6, 2})));
}
test/ref/contiguous.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......@@ -50,7 +50,7 @@ TEST_CASE(contiguous_test)
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11};
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(contiguous_param_test)
......@@ -74,7 +74,7 @@ TEST_CASE(contiguous_param_test)
std::vector<float> results_vector(12);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {0, 3, 6, 9, 1, 4, 7, 10, 2, 5, 8, 11};
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(contiguous_dyn_test)
......@@ -100,5 +100,5 @@ TEST_CASE(contiguous_dyn_test)
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {0, 3, 6, 9, 1, 4, 7, 10, 2, 5, 8, 11};
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
test/ref/convert.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......
test/ref/convolution.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/op/pooling.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......@@ -78,23 +78,6 @@ TEST_CASE(conv_dyn_batch_test)
-0.06269585, 0.18658121, -0.03944227, 0.0111798, -0.17731084, 0.11789055, -0.09982193,
0.08142821, 0.0729029, 0.11303909, 0.12735154, 0.03885292};
std::vector<float> sol = {-0.20817225,
0.87965256,
0.14958936,
-1.24887264,
-0.06540672,
0.20778663,
0.40456355,
-0.99900877,
0.4917807,
0.1994698,
0.64205718,
0.37798831,
-0.25315839,
0.44276932,
-0.16138598,
0.79344082};
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {2, 3, 4, 4}};
migraphx::parameter_map params0;
......@@ -104,8 +87,23 @@ TEST_CASE(conv_dyn_batch_test)
auto result = p.eval(params0).back();
std::vector<float> results_vector(64);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, sol));
std::vector<float> gold = {-0.20817225,
0.87965256,
0.14958936,
-1.24887264,
-0.06540672,
0.20778663,
0.40456355,
-0.99900877,
0.4917807,
0.1994698,
0.64205718,
0.37798831,
-0.25315839,
0.44276932,
-0.16138598,
0.79344082};
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(conv_dyn_img_shape_test)
......@@ -139,8 +137,6 @@ TEST_CASE(conv_dyn_img_shape_test)
0.15479768, 0.46534674, 0.16970931, 0.49704618, 0.07062198, 0.01678321,
0.53150934, 0.39244495, 0.9963813};
std::vector<float> sol = {6.1329393, 4.3199925, 5.448438, 3.8497565};
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {1, 3, 4, 4}};
migraphx::parameter_map params0;
......@@ -151,7 +147,9 @@ TEST_CASE(conv_dyn_img_shape_test)
std::vector<float> results_vector(72);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, sol));
std::vector<float> gold = {6.1329393, 4.3199925, 5.448438, 3.8497565};
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
a = {0.95600171, 0.20768181, 0.82844489, 0.14928212, 0.51280462, 0.1359196, 0.68903648,
0.84174772, 0.425509, 0.956926, 0.82533291, 0.33821531, 0.57576055, 0.75330186,
......@@ -172,18 +170,18 @@ TEST_CASE(conv_dyn_img_shape_test)
0.14407301, 0.80968594, 0.38216188, 0.35692557, 0.2568538, 0.83587388, 0.43654904,
0.04974508, 0.80375029, 0.25350374, 0.1820275, 0.23369029, 0.54358755};
sol = {6.305986,
5.564665,
6.122996,
5.7262855,
5.5546584,
5.779489,
5.798161,
5.160476,
6.702436,
5.4851074,
6.227567,
5.2016754};
gold = {6.305986,
5.564665,
6.122996,
5.7262855,
5.5546584,
5.779489,
5.798161,
5.160476,
6.702436,
5.4851074,
6.227567,
5.2016754};
migraphx::shape input_fixed_shape1{migraphx::shape::float_type, {1, 3, 6, 5}};
migraphx::parameter_map params1;
......@@ -193,7 +191,7 @@ TEST_CASE(conv_dyn_img_shape_test)
result = p.eval(params1).back();
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, sol));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(conv_dyn_weights_shape_test)
......@@ -221,27 +219,18 @@ TEST_CASE(conv_dyn_weights_shape_test)
0.77388606, 0.1752363, 0.74631394, 0.24604889, 0.53600244, 0.22116457,
0.81217463, 0.10789447, 0.43083784, 0.63371852, 0.69742316, 0.09536905};
std::vector<float> c = {0.98411968,
0.2899219,
0.44638833,
0.30390816,
0.03989896,
0.2445332,
0.32700131,
0.57517075,
0.06956476,
0.93079306,
0.19882314,
0.52940601};
std::vector<float> sol = {1.9939406,
2.2703054,
1.8896171,
2.062202,
2.3035214,
1.629366,
2.1606991,
2.1917608,
1.6797699};
std::vector<float> c = {0.98411968,
0.2899219,
0.44638833,
0.30390816,
0.03989896,
0.2445332,
0.32700131,
0.57517075,
0.06956476,
0.93079306,
0.19882314,
0.52940601};
migraphx::shape weight_fixed_shape0{migraphx::shape::float_type, {1, 3, 2, 2}};
......@@ -252,14 +241,23 @@ TEST_CASE(conv_dyn_weights_shape_test)
auto result = p.eval(params0).back();
std::vector<float> results_vector(72);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, sol));
c = {0.98411968, 0.2899219, 0.44638833, 0.30390816, 0.03989896, 0.2445332, 0.32700131,
0.57517075, 0.06956476, 0.93079306, 0.19882314, 0.52940601, 0.35624753, 0.35938406,
0.9111428, 0.88923574, 0.61040283, 0.2797513, 0.15479768, 0.46534674, 0.16970931,
0.49704618, 0.07062198, 0.01678321, 0.53150934, 0.39244495, 0.9963813};
sol = {6.1329393, 4.3199925, 5.448438, 3.8497565};
std::vector<float> gold = {1.9939406,
2.2703054,
1.8896171,
2.062202,
2.3035214,
1.629366,
2.1606991,
2.1917608,
1.6797699};
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
c = {0.98411968, 0.2899219, 0.44638833, 0.30390816, 0.03989896, 0.2445332, 0.32700131,
0.57517075, 0.06956476, 0.93079306, 0.19882314, 0.52940601, 0.35624753, 0.35938406,
0.9111428, 0.88923574, 0.61040283, 0.2797513, 0.15479768, 0.46534674, 0.16970931,
0.49704618, 0.07062198, 0.01678321, 0.53150934, 0.39244495, 0.9963813};
gold = {6.1329393, 4.3199925, 5.448438, 3.8497565};
migraphx::shape weights_fixed_shape1{migraphx::shape::float_type, {1, 3, 3, 3}};
migraphx::parameter_map params1;
......@@ -269,7 +267,7 @@ TEST_CASE(conv_dyn_weights_shape_test)
result = p.eval(params1).back();
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, sol));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(conv_dyn_img_same_upper_test)
......@@ -313,23 +311,6 @@ TEST_CASE(conv_dyn_img_same_upper_test)
7.9253986e-02, 7.3943835e-01, 1.7813577e-01, 1.0780835e-01, 4.2304707e-01,
4.0084350e-01, 1.1114500e-01, 4.4846520e-01, 5.0109702e-01};
std::vector<float> sol = {3.013387,
3.7111127,
4.2946506,
3.579301,
4.5306826,
6.1262493,
6.332169,
4.495293,
4.46013,
6.0938954,
5.848162,
4.514299,
2.9587686,
4.117671,
3.5187216,
2.3236327};
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {1, 3, 4, 4}};
migraphx::parameter_map params0;
......@@ -339,7 +320,23 @@ TEST_CASE(conv_dyn_img_same_upper_test)
auto result = p.eval(params0).back();
std::vector<float> results_vector(16);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, sol));
std::vector<float> gold = {3.013387,
3.7111127,
4.2946506,
3.579301,
4.5306826,
6.1262493,
6.332169,
4.495293,
4.46013,
6.0938954,
5.848162,
4.514299,
2.9587686,
4.117671,
3.5187216,
2.3236327};
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(conv_dyn_kernel_same_upper_test)
......@@ -361,47 +358,31 @@ TEST_CASE(conv_dyn_kernel_same_upper_test)
p.compile(migraphx::make_target("ref"));
std::vector<float> a = {0.63321185, 0.6466339, 0.8515352, 0.44240063, 0.5018913, 0.5068494,
0.75330657, 0.7383877, 0.15870683, 0.8171611, 0.56118083, 0.87004256,
0.24401724, 0.8815178, 0.4222333, 0.27191755,
0.41633207, 0.2460619, 0.32004243, 0.6962248, 0.12284133, 0.2620491,
0.96931046, 0.6030955, 0.7623861, 0.2395751, 0.61440414, 0.577285,
0.80087787, 0.12776066, 0.26566318, 0.46569306,
0.96701574, 0.3850145, 0.14165345, 0.5887347, 0.7152134, 0.5295342,
0.6303507, 0.4037548, 0.18556239, 0.79416305, 0.29107493, 0.18770285,
0.6870904, 0.30701008, 0.314684, 0.91075855};
std::vector<float> c = {2.8150102e-01,
3.3198616e-01,
9.5149356e-01,
7.4039467e-02,
9.6555042e-01,
2.8815505e-01,
2.5100240e-01,
5.2186239e-01,
2.3850012e-01,
8.2963020e-01,
3.0763101e-04,
6.7026985e-01};
std::vector<float> sol = {2.453681,
2.536207,
3.0187201,
1.7912633,
2.1738236,
2.9695358,
3.2319589,
1.859269,
2.5953722,
2.50734,
2.7736917,
1.2229807,
1.5900216,
0.9225286,
1.43048,
0.74341124};
std::vector<float> a = {0.63321185, 0.6466339, 0.8515352, 0.44240063, 0.5018913, 0.5068494,
0.75330657, 0.7383877, 0.15870683, 0.8171611, 0.56118083, 0.87004256,
0.24401724, 0.8815178, 0.4222333, 0.27191755,
0.41633207, 0.2460619, 0.32004243, 0.6962248, 0.12284133, 0.2620491,
0.96931046, 0.6030955, 0.7623861, 0.2395751, 0.61440414, 0.577285,
0.80087787, 0.12776066, 0.26566318, 0.46569306,
0.96701574, 0.3850145, 0.14165345, 0.5887347, 0.7152134, 0.5295342,
0.6303507, 0.4037548, 0.18556239, 0.79416305, 0.29107493, 0.18770285,
0.6870904, 0.30701008, 0.314684, 0.91075855};
std::vector<float> c = {2.8150102e-01,
3.3198616e-01,
9.5149356e-01,
7.4039467e-02,
9.6555042e-01,
2.8815505e-01,
2.5100240e-01,
5.2186239e-01,
2.3850012e-01,
8.2963020e-01,
3.0763101e-04,
6.7026985e-01};
migraphx::shape weight_fixed_shape0{migraphx::shape::float_type, {1, 3, 2, 2}};
......@@ -412,7 +393,23 @@ TEST_CASE(conv_dyn_kernel_same_upper_test)
auto result = p.eval(params0).back();
std::vector<float> results_vector(16);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, sol));
std::vector<float> gold = {2.453681,
2.536207,
3.0187201,
1.7912633,
2.1738236,
2.9695358,
3.2319589,
1.859269,
2.5953722,
2.50734,
2.7736917,
1.2229807,
1.5900216,
0.9225286,
1.43048,
0.74341124};
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(conv_dyn_kernel_same_lower_test)
......@@ -434,47 +431,31 @@ TEST_CASE(conv_dyn_kernel_same_lower_test)
p.compile(migraphx::make_target("ref"));
std::vector<float> a = {0.63321185, 0.6466339, 0.8515352, 0.44240063, 0.5018913, 0.5068494,
0.75330657, 0.7383877, 0.15870683, 0.8171611, 0.56118083, 0.87004256,
0.24401724, 0.8815178, 0.4222333, 0.27191755,
0.41633207, 0.2460619, 0.32004243, 0.6962248, 0.12284133, 0.2620491,
0.96931046, 0.6030955, 0.7623861, 0.2395751, 0.61440414, 0.577285,
0.80087787, 0.12776066, 0.26566318, 0.46569306,
0.96701574, 0.3850145, 0.14165345, 0.5887347, 0.7152134, 0.5295342,
0.6303507, 0.4037548, 0.18556239, 0.79416305, 0.29107493, 0.18770285,
0.6870904, 0.30701008, 0.314684, 0.91075855};
std::vector<float> c = {2.8150102e-01,
3.3198616e-01,
9.5149356e-01,
7.4039467e-02,
9.6555042e-01,
2.8815505e-01,
2.5100240e-01,
5.2186239e-01,
2.3850012e-01,
8.2963020e-01,
3.0763101e-04,
6.7026985e-01};
std::vector<float> sol = {0.91231215,
1.1416453,
1.00216,
1.6813052,
1.7131033,
2.453681,
2.536207,
3.0187201,
1.3293691,
2.1738236,
2.9695358,
3.2319589,
1.3228729,
2.5953722,
2.50734,
2.7736917};
std::vector<float> a = {0.63321185, 0.6466339, 0.8515352, 0.44240063, 0.5018913, 0.5068494,
0.75330657, 0.7383877, 0.15870683, 0.8171611, 0.56118083, 0.87004256,
0.24401724, 0.8815178, 0.4222333, 0.27191755,
0.41633207, 0.2460619, 0.32004243, 0.6962248, 0.12284133, 0.2620491,
0.96931046, 0.6030955, 0.7623861, 0.2395751, 0.61440414, 0.577285,
0.80087787, 0.12776066, 0.26566318, 0.46569306,
0.96701574, 0.3850145, 0.14165345, 0.5887347, 0.7152134, 0.5295342,
0.6303507, 0.4037548, 0.18556239, 0.79416305, 0.29107493, 0.18770285,
0.6870904, 0.30701008, 0.314684, 0.91075855};
std::vector<float> c = {2.8150102e-01,
3.3198616e-01,
9.5149356e-01,
7.4039467e-02,
9.6555042e-01,
2.8815505e-01,
2.5100240e-01,
5.2186239e-01,
2.3850012e-01,
8.2963020e-01,
3.0763101e-04,
6.7026985e-01};
migraphx::shape weight_fixed_shape0{migraphx::shape::float_type, {1, 3, 2, 2}};
......@@ -485,7 +466,24 @@ TEST_CASE(conv_dyn_kernel_same_lower_test)
auto result = p.eval(params0).back();
std::vector<float> results_vector(16);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, sol));
std::vector<float> gold = {0.91231215,
1.1416453,
1.00216,
1.6813052,
1.7131033,
2.453681,
2.536207,
3.0187201,
1.3293691,
2.1738236,
2.9695358,
3.2319589,
1.3228729,
2.5953722,
2.50734,
2.7736917};
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(conv2d_padding_stride_test)
......@@ -518,23 +516,6 @@ TEST_CASE(conv2d_padding_stride_test)
-0.06269585, 0.18658121, -0.03944227, 0.0111798, -0.17731084, 0.11789055, -0.09982193,
0.08142821, 0.0729029, 0.11303909, 0.12735154, 0.03885292};
std::vector<float> s = {-0.20817225,
0.87965256,
0.14958936,
-1.24887264,
-0.06540672,
0.20778663,
0.40456355,
-0.99900877,
0.4917807,
0.1994698,
0.64205718,
0.37798831,
-0.25315839,
0.44276932,
-0.16138598,
0.79344082};
migraphx::shape a_shape{migraphx::shape::float_type, {2, 3, 4, 4}};
auto al = mm->add_literal(migraphx::literal{a_shape, a});
......@@ -548,7 +529,24 @@ TEST_CASE(conv2d_padding_stride_test)
std::vector<float> results_vector(16);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, s));
std::vector<float> gold = {-0.20817225,
0.87965256,
0.14958936,
-1.24887264,
-0.06540672,
0.20778663,
0.40456355,
-0.99900877,
0.4917807,
0.1994698,
0.64205718,
0.37798831,
-0.25315839,
0.44276932,
-0.16138598,
0.79344082};
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(conv2d_padding_test)
......@@ -581,18 +579,6 @@ TEST_CASE(conv2d_padding_test)
0.14747436, -0.06199479, -0.01166052, -0.12432006, -0.04494537, -0.17581205, 0.09475745,
0.1149437, -0.1014564, 0.0274073, -0.01323579, -0.11092556};
std::vector<float> s = {
-0.0201216, 0.40407312, -0.39005592, -0.0631946, 0.37963012, -0.64611685, 0.1349397,
-0.54113752, 0.28533003, 0.27667275, -0.16442731, -0.181494, 0.30564839, 0.58744538,
0.32015014, 0.24969585, -0.27367792, -0.53308117, 0.41236052, 0.26136363, -0.01489828,
0.57652152, -0.38506854, 0.119615, 0.0437076, 0.04779706, 0.57887721, 0.23126155,
0.05695833, -0.68200272, 0.02063358, -0.10267162, 0.8062973, -0.38149622, -0.40134856,
-0.03353126, 0.38991132, -0.3478111, 0.03661491, 0.25783631, 0.62772679, -0.1961118,
0.76423508, -0.36241418, -0.20994355, -0.12368261, -0.9406727, 0.02340185, -0.08793129,
-0.02471633, -0.58163726, -0.02211772, -0.42014724, 0.77525634, 0.504951, -0.20537445,
-0.20369984, -0.83037728, -1.40423918, -0.46160448, -0.22944322, 0.36074194, 0.49579027,
0.46527559};
migraphx::shape a_shape{migraphx::shape::float_type, {2, 3, 4, 4}};
auto al = mm->add_literal(migraphx::literal{a_shape, a});
......@@ -606,7 +592,18 @@ TEST_CASE(conv2d_padding_test)
std::vector<float> results_vector(64);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, s));
std::vector<float> gold = {
-0.0201216, 0.40407312, -0.39005592, -0.0631946, 0.37963012, -0.64611685, 0.1349397,
-0.54113752, 0.28533003, 0.27667275, -0.16442731, -0.181494, 0.30564839, 0.58744538,
0.32015014, 0.24969585, -0.27367792, -0.53308117, 0.41236052, 0.26136363, -0.01489828,
0.57652152, -0.38506854, 0.119615, 0.0437076, 0.04779706, 0.57887721, 0.23126155,
0.05695833, -0.68200272, 0.02063358, -0.10267162, 0.8062973, -0.38149622, -0.40134856,
-0.03353126, 0.38991132, -0.3478111, 0.03661491, 0.25783631, 0.62772679, -0.1961118,
0.76423508, -0.36241418, -0.20994355, -0.12368261, -0.9406727, 0.02340185, -0.08793129,
-0.02471633, -0.58163726, -0.02211772, -0.42014724, 0.77525634, 0.504951, -0.20537445,
-0.20369984, -0.83037728, -1.40423918, -0.46160448, -0.22944322, 0.36074194, 0.49579027,
0.46527559};
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(conv2d_test)
......@@ -642,22 +639,6 @@ TEST_CASE(conv2d_test)
1.61106288e-02, -1.35080189e-01, 1.49512306e-01, 3.86456847e-02, 1.29330024e-01,
-3.22975963e-02, -5.60784787e-02, -5.41997552e-02, 4.78562862e-02};
std::vector<float> s = {0.27039781,
0.19105849,
-0.06339942,
-0.65087199,
0.40867025,
0.05063812,
-0.14907975,
0.49018705,
-0.49197209,
0.33236548,
-0.39374301,
0.16012701,
0.06574871,
0.71606487,
-0.55201721,
-0.46427044};
migraphx::shape a_shape{migraphx::shape::float_type, {2, 3, 4, 4}};
auto al = mm->add_literal(migraphx::literal{a_shape, a});
......@@ -670,7 +651,24 @@ TEST_CASE(conv2d_test)
std::vector<float> results_vector(16);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, s));
std::vector<float> gold = {0.27039781,
0.19105849,
-0.06339942,
-0.65087199,
0.40867025,
0.05063812,
-0.14907975,
0.49018705,
-0.49197209,
0.33236548,
-0.39374301,
0.16012701,
0.06574871,
0.71606487,
-0.55201721,
-0.46427044};
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(conv3d_test)
......@@ -706,22 +704,6 @@ TEST_CASE(conv3d_test)
1.61106288e-02, -1.35080189e-01, 1.49512306e-01, 3.86456847e-02, 1.29330024e-01,
-3.22975963e-02, -5.60784787e-02, -5.41997552e-02, 4.78562862e-02};
std::vector<float> s = {0.27039781,
0.19105849,
-0.06339942,
-0.65087199,
0.40867025,
0.05063812,
-0.14907975,
0.49018705,
-0.49197209,
0.33236548,
-0.39374301,
0.16012701,
0.06574871,
0.71606487,
-0.55201721,
-0.46427044};
migraphx::shape a_shape{migraphx::shape::float_type, {2, 3, 4, 4, 1}};
auto al = mm->add_literal(migraphx::literal{a_shape, a});
......@@ -738,5 +720,21 @@ TEST_CASE(conv3d_test)
std::vector<float> results_vector(16);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, s));
std::vector<float> gold = {0.27039781,
0.19105849,
-0.06339942,
-0.65087199,
0.40867025,
0.05063812,
-0.14907975,
0.49018705,
-0.49197209,
0.33236548,
-0.39374301,
0.16012701,
0.06574871,
0.71606487,
-0.55201721,
-0.46427044};
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
test/ref/convolution_backwards.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......@@ -52,7 +52,7 @@ TEST_CASE(convolution_backwards_1d)
std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(convolution_backwards_2d)
......@@ -75,7 +75,7 @@ TEST_CASE(convolution_backwards_2d)
std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(convolution_backwards_3d)
......@@ -113,7 +113,7 @@ TEST_CASE(convolution_backwards_3d)
std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(convolution_backwards_padding1)
......@@ -139,7 +139,7 @@ TEST_CASE(convolution_backwards_padding1)
std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(convolution_backwards_padding2)
......@@ -165,7 +165,7 @@ TEST_CASE(convolution_backwards_padding2)
std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(convolution_backwards_2stride)
......@@ -192,7 +192,7 @@ TEST_CASE(convolution_backwards_2stride)
std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(convolution_backwards_2dilation)
......@@ -219,7 +219,7 @@ TEST_CASE(convolution_backwards_2dilation)
std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(convolution_backwards_dyn_batch1)
......@@ -247,7 +247,7 @@ TEST_CASE(convolution_backwards_dyn_batch1)
27, 15, 9, 20, 33, 24, 13, 6, 13, 21, 15, 8};
std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(convolution_backwards_dyn_batch2)
......@@ -288,5 +288,5 @@ TEST_CASE(convolution_backwards_dyn_batch2)
std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
test/ref/cos.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......@@ -45,7 +45,7 @@ TEST_CASE(cos_test)
std::vector<float> gold = data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return cosf(n); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(cos_dyn_test)
......@@ -68,5 +68,5 @@ TEST_CASE(cos_dyn_test)
std::vector<float> gold = input_data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return cosf(n); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
test/ref/cosh.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......@@ -45,7 +45,7 @@ TEST_CASE(cosh_test)
std::vector<float> gold = data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return coshf(n); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(cosh_dyn_test)
......@@ -68,5 +68,5 @@ TEST_CASE(cosh_dyn_test)
std::vector<float> gold = input_data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return coshf(n); });
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
test/ref/dequantizelinear.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......
test/ref/dimensions_of.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......@@ -47,7 +47,7 @@ TEST_CASE(dimensions_of_test0)
std::vector<int64_t> results_vector(3);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<int64_t> gold = {2, 3, 4};
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(dimensions_of_test1)
......@@ -67,5 +67,5 @@ TEST_CASE(dimensions_of_test1)
std::vector<int64_t> results_vector(2);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<int64_t> gold = {4, 4};
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
test/ref/div.cpp
View file @ 13d14c66
......@@ -24,7 +24,7 @@
#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/program.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>
......@@ -46,7 +46,7 @@ TEST_CASE(div_test)
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold(data1.size());
std::transform(data1.begin(), data1.end(), data2.begin(), gold.begin(), std::divides<float>());
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
TEST_CASE(div_dyn_test)
......@@ -72,5 +72,5 @@ TEST_CASE(div_dyn_test)
std::vector<float> gold(x_data.size());
std::transform(
x_data.begin(), x_data.end(), y_data.begin(), gold.begin(), std::divides<float>());
EXPECT(migraphx::verify::verify_range(results_vector, gold));
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
}
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