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Commit 6f37331e authored by Paul's avatar Paul
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Merge commit '8c73c72e' into navi-reduce

parents d00fdf6e 8c73c72e
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Showing with 348 additions and 203 deletions
test/verify/gemm_multi_3args_alpha0.cpp
View file @ 6f37331e
......@@ -27,15 +27,17 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/apply_alpha_beta.hpp>
struct gemm_multi_3args_alpha0 : verify_program<gemm_multi_3args_alpha0>
template <migraphx::shape::type_t DType>
struct gemm_multi_3args_alpha0 : verify_program<gemm_multi_3args_alpha0<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape m1_shape{migraphx::shape::float_type, {1, 2, 3}};
migraphx::shape m2_shape{migraphx::shape::float_type, {1, 3, 4}};
migraphx::shape m3_shape{migraphx::shape::float_type, {1, 2, 4}};
migraphx::shape m1_shape{DType, {1, 2, 3}};
migraphx::shape m2_shape{DType, {1, 3, 4}};
migraphx::shape m3_shape{DType, {1, 2, 4}};
auto l1 = mm->add_parameter("1", m1_shape);
auto l2 = mm->add_parameter("2", m2_shape);
auto l3 = mm->add_parameter("3", m3_shape);
......@@ -46,3 +48,7 @@ struct gemm_multi_3args_alpha0 : verify_program<gemm_multi_3args_alpha0>
return p;
}
};
template struct gemm_multi_3args_alpha0<migraphx::shape::float_type>;
template struct gemm_multi_3args_alpha0<migraphx::shape::half_type>;
template struct gemm_multi_3args_alpha0<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/gemm_multi_3args_beta0.cpp
View file @ 6f37331e
......@@ -28,15 +28,16 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct gemm_multi_3args_beta0 : verify_program<gemm_multi_3args_beta0>
template <migraphx::shape::type_t DType>
struct gemm_multi_3args_beta0 : verify_program<gemm_multi_3args_beta0<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape m1_shape{migraphx::shape::float_type, {1, 2, 3}};
migraphx::shape m2_shape{migraphx::shape::float_type, {1, 3, 4}};
migraphx::shape m3_shape{migraphx::shape::float_type, {1, 2, 4}};
migraphx::shape m1_shape{DType, {1, 2, 3}};
migraphx::shape m2_shape{DType, {1, 3, 4}};
migraphx::shape m3_shape{DType, {1, 2, 4}};
auto l1 = mm->add_parameter("1", m1_shape);
auto l2 = mm->add_parameter("2", m2_shape);
auto l3 = mm->add_parameter("3", m3_shape);
......@@ -47,3 +48,7 @@ struct gemm_multi_3args_beta0 : verify_program<gemm_multi_3args_beta0>
return p;
}
};
template struct gemm_multi_3args_beta0<migraphx::shape::float_type>;
template struct gemm_multi_3args_beta0<migraphx::shape::half_type>;
template struct gemm_multi_3args_beta0<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/gemm_multi_3args_c25.cpp
View file @ 6f37331e
......@@ -28,15 +28,16 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct gemm_multi_3args_c25 : verify_program<gemm_multi_3args_c25>
template <migraphx::shape::type_t DType>
struct gemm_multi_3args_c25 : verify_program<gemm_multi_3args_c25<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape m1_shape{migraphx::shape::float_type, {2, 3}};
migraphx::shape m2_shape{migraphx::shape::float_type, {3, 5}};
migraphx::shape m3_shape{migraphx::shape::float_type, {2, 5}};
migraphx::shape m1_shape{DType, {2, 3}};
migraphx::shape m2_shape{DType, {3, 5}};
migraphx::shape m3_shape{DType, {2, 5}};
auto l1 = mm->add_parameter("1", m1_shape);
auto l2 = mm->add_parameter("2", m2_shape);
......@@ -47,3 +48,7 @@ struct gemm_multi_3args_c25 : verify_program<gemm_multi_3args_c25>
return p;
}
};
template struct gemm_multi_3args_c25<migraphx::shape::float_type>;
template struct gemm_multi_3args_c25<migraphx::shape::half_type>;
template struct gemm_multi_3args_c25<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/gemm_multi_dim_2.cpp
View file @ 6f37331e
......@@ -27,14 +27,15 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct gemm_multi_dim_2 : verify_program<gemm_multi_dim_2>
template <migraphx::shape::type_t DType>
struct gemm_multi_dim_2 : verify_program<gemm_multi_dim_2<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape m1_shape{migraphx::shape::float_type, {2, 2, 3}};
migraphx::shape m2_shape{migraphx::shape::float_type, {2, 3, 4}};
migraphx::shape m1_shape{DType, {2, 2, 3}};
migraphx::shape m2_shape{DType, {2, 3, 4}};
auto l1 = mm->add_parameter("1", m1_shape);
auto l2 = mm->add_parameter("2", m2_shape);
......@@ -43,3 +44,7 @@ struct gemm_multi_dim_2 : verify_program<gemm_multi_dim_2>
return p;
}
};
template struct gemm_multi_dim_2<migraphx::shape::float_type>;
template struct gemm_multi_dim_2<migraphx::shape::half_type>;
template struct gemm_multi_dim_2<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/gemm_multi_dim_2_3.cpp
View file @ 6f37331e
......@@ -27,14 +27,15 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct gemm_multi_dim_2_3 : verify_program<gemm_multi_dim_2_3>
template <migraphx::shape::type_t DType>
struct gemm_multi_dim_2_3 : verify_program<gemm_multi_dim_2_3<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape m1_shape{migraphx::shape::float_type, {2, 3, 2, 3}};
migraphx::shape m2_shape{migraphx::shape::float_type, {2, 3, 3, 2}};
migraphx::shape m1_shape{DType, {2, 3, 2, 3}};
migraphx::shape m2_shape{DType, {2, 3, 3, 2}};
auto l1 = mm->add_parameter("1", m1_shape);
auto l2 = mm->add_parameter("2", m2_shape);
......@@ -43,3 +44,7 @@ struct gemm_multi_dim_2_3 : verify_program<gemm_multi_dim_2_3>
return p;
}
};
template struct gemm_multi_dim_2_3<migraphx::shape::float_type>;
template struct gemm_multi_dim_2_3<migraphx::shape::half_type>;
template struct gemm_multi_dim_2_3<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/gemm_multi_transpose.cpp
View file @ 6f37331e
......@@ -28,14 +28,15 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct gemm_multi_transpose : verify_program<gemm_multi_transpose>
template <migraphx::shape::type_t DType>
struct gemm_multi_transpose : verify_program<gemm_multi_transpose<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape m1_shape{migraphx::shape::float_type, {2, 2, 3}};
migraphx::shape m2_shape{migraphx::shape::float_type, {3, 2, 4}};
migraphx::shape m1_shape{DType, {2, 2, 3}};
migraphx::shape m2_shape{DType, {3, 2, 4}};
auto l1 = mm->add_parameter("1", m1_shape);
auto l2 = mm->add_parameter("2", m2_shape);
auto tl2 =
......@@ -47,3 +48,7 @@ struct gemm_multi_transpose : verify_program<gemm_multi_transpose>
return p;
}
};
template struct gemm_multi_transpose<migraphx::shape::float_type>;
template struct gemm_multi_transpose<migraphx::shape::half_type>;
template struct gemm_multi_transpose<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_arg_ops.cpp
View file @ 6f37331e
This diff is collapsed.
test/verify/test_contiguous.cpp
View file @ 6f37331e
......@@ -29,16 +29,20 @@
#include <cassert>
struct test_contiguous : verify_program<test_contiguous>
template <migraphx::shape::type_t DType>
struct test_contiguous : verify_program<test_contiguous<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape s{migraphx::shape::float_type, {4, 4, 4, 3}, {48, 4, 1, 16}};
migraphx::shape s{DType, {4, 4, 4, 3}, {48, 4, 1, 16}};
auto x = mm->add_parameter("x", s);
mm->add_instruction(migraphx::make_op("contiguous"), x);
assert(p.get_output_shapes().back().standard());
return p;
}
};
template struct test_contiguous<migraphx::shape::float_type>;
template struct test_contiguous<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_convert.cpp
View file @ 6f37331e
......@@ -29,26 +29,26 @@
#include <migraphx/make_op.hpp>
struct test_convert : verify_program<test_convert>
template <migraphx::shape::type_t From, migraphx::shape::type_t To>
struct test_convert : verify_program<test_convert<From, To>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape sa{migraphx::shape::int8_type, {8, 24}};
migraphx::shape sb{migraphx::shape::int8_type, {24, 6}};
migraphx::shape sa{From, {8, 24}};
migraphx::shape sb{From, {24, 6}};
auto pa = mm->add_parameter("a", sa);
auto pb = mm->add_parameter("b", sb);
auto ia = mm->add_instruction(
migraphx::make_op("convert",
{{"target_type", migraphx::to_value(migraphx::shape::float_type)}}),
pa);
migraphx::make_op("convert", {{"target_type", migraphx::to_value(To)}}), pa);
auto ib = mm->add_instruction(
migraphx::make_op("convert",
{{"target_type", migraphx::to_value(migraphx::shape::float_type)}}),
pb);
migraphx::make_op("convert", {{"target_type", migraphx::to_value(To)}}), pb);
mm->add_instruction(migraphx::make_op("dot"), ia, ib);
return p;
};
};
template struct test_convert<migraphx::shape::int8_type, migraphx::shape::float_type>;
template struct test_convert<migraphx::shape::fp8e4m3fnuz_type, migraphx::shape::float_type>;
test/verify/test_gemm.cpp
View file @ 6f37331e
......@@ -26,16 +26,20 @@
#include <migraphx/program.hpp>
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_gemm : verify_program<test_gemm>
template <migraphx::shape::type_t DType>
struct test_gemm : verify_program<test_gemm<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
auto a = mm->add_parameter("a", migraphx::shape{migraphx::shape::float_type, {4, 5}});
auto b = mm->add_parameter("b", migraphx::shape{migraphx::shape::float_type, {5, 3}});
auto a = mm->add_parameter("a", migraphx::shape{DType, {4, 5}});
auto b = mm->add_parameter("b", migraphx::shape{DType, {5, 3}});
mm->add_instruction(migraphx::make_op("dot"), a, b);
return p;
}
};
template struct test_gemm<migraphx::shape::float_type>;
template struct test_gemm<migraphx::shape::half_type>;
template struct test_gemm<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_gemm_copy.cpp
View file @ 6f37331e
......@@ -28,15 +28,16 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_gemm_copy : verify_program<test_gemm_copy>
template <migraphx::shape::type_t DType>
struct test_gemm_copy : verify_program<test_gemm_copy<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape sa{migraphx::shape::float_type, {2, 16}};
migraphx::shape sb{migraphx::shape::float_type, {16, 8}};
migraphx::shape sc{migraphx::shape::float_type, {1, 8}};
migraphx::shape sa{DType, {2, 16}};
migraphx::shape sb{DType, {16, 8}};
migraphx::shape sc{DType, {1, 8}};
auto pa = mm->add_parameter("a", sa);
auto pb = mm->add_parameter("b", sb);
auto pc = mm->add_parameter("c", sc);
......@@ -46,3 +47,7 @@ struct test_gemm_copy : verify_program<test_gemm_copy>
return p;
}
};
template struct test_gemm_copy<migraphx::shape::float_type>;
template struct test_gemm_copy<migraphx::shape::half_type>;
template struct test_gemm_copy<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_gemm_ex.cpp
View file @ 6f37331e
......@@ -27,15 +27,19 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_gemm_ex : verify_program<test_gemm_ex>
template <migraphx::shape::type_t DType>
struct test_gemm_ex : verify_program<test_gemm_ex<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
auto a = mm->add_parameter("a", migraphx::shape{migraphx::shape::float_type, {1, 1, 4, 5}});
auto b = mm->add_parameter("b", migraphx::shape{migraphx::shape::float_type, {1, 1, 5, 3}});
auto a = mm->add_parameter("a", migraphx::shape{DType, {1, 1, 4, 5}});
auto b = mm->add_parameter("b", migraphx::shape{DType, {1, 1, 5, 3}});
mm->add_instruction(migraphx::make_op("dot"), a, b);
return p;
}
};
template struct test_gemm_ex<migraphx::shape::float_type>;
template struct test_gemm_ex<migraphx::shape::half_type>;
template struct test_gemm_ex<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_gemm_half.cpp deleted 100644 → 0
View file @ d00fdf6e
/*
* The MIT License (MIT)
*
* Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
* THE SOFTWARE.
*/
#include "verify_program.hpp"
#include <migraphx/program.hpp>
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_gemm_half : verify_program<test_gemm_half>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
auto a = mm->add_parameter("a", migraphx::shape{migraphx::shape::half_type, {4, 5}});
auto b = mm->add_parameter("b", migraphx::shape{migraphx::shape::half_type, {5, 3}});
mm->add_instruction(migraphx::make_op("dot"), a, b);
return p;
}
};
test/verify/test_gemm_transposea.cpp
View file @ 6f37331e
......@@ -27,16 +27,21 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_gemm_transposea : verify_program<test_gemm_transposea>
template <migraphx::shape::type_t DType>
struct test_gemm_transposea : verify_program<test_gemm_transposea<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
auto a = mm->add_parameter("a", migraphx::shape{migraphx::shape::float_type, {5, 4}});
auto b = mm->add_parameter("b", migraphx::shape{migraphx::shape::float_type, {5, 3}});
auto a = mm->add_parameter("a", migraphx::shape{DType, {5, 4}});
auto b = mm->add_parameter("b", migraphx::shape{DType, {5, 3}});
auto at = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", {1, 0}}}), a);
mm->add_instruction(migraphx::make_op("dot"), at, b);
return p;
}
};
template struct test_gemm_transposea<migraphx::shape::float_type>;
template struct test_gemm_transposea<migraphx::shape::half_type>;
template struct test_gemm_transposea<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_gemm_transposea_ex.cpp
View file @ 6f37331e
......@@ -27,17 +27,22 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_gemm_transposea_ex : verify_program<test_gemm_transposea_ex>
template <migraphx::shape::type_t DType>
struct test_gemm_transposea_ex : verify_program<test_gemm_transposea_ex<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
auto a = mm->add_parameter("a", migraphx::shape{migraphx::shape::float_type, {1, 1, 5, 4}});
auto b = mm->add_parameter("b", migraphx::shape{migraphx::shape::float_type, {1, 1, 5, 3}});
auto a = mm->add_parameter("a", migraphx::shape{DType, {1, 1, 5, 4}});
auto b = mm->add_parameter("b", migraphx::shape{DType, {1, 1, 5, 3}});
auto at =
mm->add_instruction(migraphx::make_op("transpose", {{"permutation", {0, 1, 3, 2}}}), a);
mm->add_instruction(migraphx::make_op("dot"), at, b);
return p;
}
};
template struct test_gemm_transposea_ex<migraphx::shape::float_type>;
template struct test_gemm_transposea_ex<migraphx::shape::half_type>;
template struct test_gemm_transposea_ex<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_gemm_transposeab.cpp
View file @ 6f37331e
......@@ -27,17 +27,22 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_gemm_transposeab : verify_program<test_gemm_transposeab>
template <migraphx::shape::type_t DType>
struct test_gemm_transposeab : verify_program<test_gemm_transposeab<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
auto a = mm->add_parameter("a", migraphx::shape{migraphx::shape::float_type, {5, 4}});
auto b = mm->add_parameter("b", migraphx::shape{migraphx::shape::float_type, {3, 5}});
auto a = mm->add_parameter("a", migraphx::shape{DType, {5, 4}});
auto b = mm->add_parameter("b", migraphx::shape{DType, {3, 5}});
auto at = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", {1, 0}}}), a);
auto bt = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", {1, 0}}}), b);
mm->add_instruction(migraphx::make_op("dot"), at, bt);
return p;
}
};
template struct test_gemm_transposeab<migraphx::shape::float_type>;
template struct test_gemm_transposeab<migraphx::shape::half_type>;
template struct test_gemm_transposeab<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_gemm_transposeb.cpp
View file @ 6f37331e
......@@ -27,16 +27,21 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_gemm_transposeb : verify_program<test_gemm_transposeb>
template <migraphx::shape::type_t DType>
struct test_gemm_transposeb : verify_program<test_gemm_transposeb<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
auto a = mm->add_parameter("a", migraphx::shape{migraphx::shape::float_type, {4, 5}});
auto b = mm->add_parameter("b", migraphx::shape{migraphx::shape::float_type, {3, 5}});
auto a = mm->add_parameter("a", migraphx::shape{DType, {4, 5}});
auto b = mm->add_parameter("b", migraphx::shape{DType, {3, 5}});
auto bt = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", {1, 0}}}), b);
mm->add_instruction(migraphx::make_op("dot"), a, bt);
return p;
}
};
template struct test_gemm_transposeb<migraphx::shape::float_type>;
template struct test_gemm_transposeb<migraphx::shape::half_type>;
template struct test_gemm_transposeb<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_gemm_transposeb_ex.cpp
View file @ 6f37331e
......@@ -27,17 +27,22 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_gemm_transposeb_ex : verify_program<test_gemm_transposeb_ex>
template <migraphx::shape::type_t DType>
struct test_gemm_transposeb_ex : verify_program<test_gemm_transposeb_ex<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
auto a = mm->add_parameter("a", migraphx::shape{migraphx::shape::float_type, {1, 4, 5}});
auto b = mm->add_parameter("b", migraphx::shape{migraphx::shape::float_type, {1, 3, 5}});
auto a = mm->add_parameter("a", migraphx::shape{DType, {1, 4, 5}});
auto b = mm->add_parameter("b", migraphx::shape{DType, {1, 3, 5}});
auto bt =
mm->add_instruction(migraphx::make_op("transpose", {{"permutation", {0, 2, 1}}}), b);
mm->add_instruction(migraphx::make_op("dot"), a, bt);
return p;
}
};
template struct test_gemm_transposeb_ex<migraphx::shape::float_type>;
template struct test_gemm_transposeb_ex<migraphx::shape::half_type>;
template struct test_gemm_transposeb_ex<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_logsoftmax.cpp
View file @ 6f37331e
......@@ -50,3 +50,7 @@ template struct test_logsoftmax<1, migraphx::shape::half_type>;
template struct test_logsoftmax<0, migraphx::shape::half_type>;
template struct test_logsoftmax<2, migraphx::shape::half_type>;
template struct test_logsoftmax<3, migraphx::shape::half_type>;
template struct test_logsoftmax<0, migraphx::shape::fp8e4m3fnuz_type>;
template struct test_logsoftmax<1, migraphx::shape::fp8e4m3fnuz_type>;
template struct test_logsoftmax<2, migraphx::shape::fp8e4m3fnuz_type>;
template struct test_logsoftmax<3, migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_mul_dot_a.cpp
View file @ 6f37331e
......@@ -27,17 +27,17 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_mul_dot_a : verify_program<test_mul_dot_a>
template <migraphx::shape::type_t DType>
struct test_mul_dot_a : verify_program<test_mul_dot_a<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape as{migraphx::shape::float_type, {2, 256, 32}};
migraphx::shape bs{migraphx::shape::float_type, {2, 32, 128}};
migraphx::shape as{DType, {2, 256, 32}};
migraphx::shape bs{DType, {2, 32, 128}};
auto a = mm->add_parameter("input", as);
auto lit =
mm->add_literal(migraphx::generate_literal({migraphx::shape::float_type, {1, 1, 32}}));
auto lit = mm->add_literal(migraphx::generate_literal({DType, {1, 1, 32}}));
auto litb = mm->add_instruction(
migraphx::make_op("multibroadcast", {{"out_lens", as.lens()}}), lit);
auto mul = mm->add_instruction(migraphx::make_op("mul"), a, litb);
......@@ -47,3 +47,7 @@ struct test_mul_dot_a : verify_program<test_mul_dot_a>
return p;
}
};
template struct test_mul_dot_a<migraphx::shape::float_type>;
template struct test_mul_dot_a<migraphx::shape::half_type>;
template struct test_mul_dot_a<migraphx::shape::fp8e4m3fnuz_type>;
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