Commit 8d7a8a6c authored by Artur Wojcik's avatar Artur Wojcik
Browse files

Merge branch 'develop' into uif2-initial

parents 25b33431 a09dc502
......@@ -46,13 +46,34 @@ struct test_reduce_op_small : verify_program<test_reduce_op_small<Op, Axis, T>>
};
template struct test_reduce_op_small<migraphx::op::reduce_sum, 1, migraphx::shape::float_type>;
template struct test_reduce_op_small<migraphx::op::reduce_sum, 3, migraphx::shape::float_type>;
template struct test_reduce_op_small<migraphx::op::reduce_sum, 2, migraphx::shape::int32_type>;
template struct test_reduce_op_small<migraphx::op::reduce_mean, 2, migraphx::shape::int32_type>;
template struct test_reduce_op_small<migraphx::op::reduce_max, 2, migraphx::shape::int32_type>;
template struct test_reduce_op_small<migraphx::op::reduce_min, 2, migraphx::shape::int32_type>;
template struct test_reduce_op_small<migraphx::op::reduce_sum, 3, migraphx::shape::half_type>;
template struct test_reduce_op_small<migraphx::op::reduce_sum, 2, migraphx::shape::half_type>;
template struct test_reduce_op_small<migraphx::op::reduce_mean, 2, migraphx::shape::half_type>;
template struct test_reduce_op_small<migraphx::op::reduce_max, 2, migraphx::shape::half_type>;
template struct test_reduce_op_small<migraphx::op::reduce_min, 2, migraphx::shape::half_type>;
template struct test_reduce_op_small<migraphx::op::reduce_prod, -2, migraphx::shape::half_type>;
template struct test_reduce_op_small<migraphx::op::reduce_sum,
2,
migraphx::shape::fp8e4m3fnuz_type>;
template struct test_reduce_op_small<migraphx::op::reduce_sum,
3,
migraphx::shape::fp8e4m3fnuz_type>;
template struct test_reduce_op_small<migraphx::op::reduce_mean,
2,
migraphx::shape::fp8e4m3fnuz_type>;
template struct test_reduce_op_small<migraphx::op::reduce_max,
2,
migraphx::shape::fp8e4m3fnuz_type>;
template struct test_reduce_op_small<migraphx::op::reduce_min,
2,
migraphx::shape::fp8e4m3fnuz_type>;
template struct test_reduce_op_small<migraphx::op::reduce_prod,
-2,
migraphx::shape::fp8e4m3fnuz_type>;
......@@ -26,16 +26,21 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_reverse : verify_program<test_reverse>
template <migraphx::shape::type_t DType>
struct test_reverse : verify_program<test_reverse<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape s{migraphx::shape::float_type, {4, 16}};
migraphx::shape s{DType, {4, 16}};
auto a0 = mm->add_parameter("data", s);
std::vector<int64_t> axis = {0};
mm->add_instruction(migraphx::make_op("reverse", {{"axes", axis}}), a0);
return p;
}
};
template struct test_reverse<migraphx::shape::float_type>;
template struct test_reverse<migraphx::shape::half_type>;
template struct test_reverse<migraphx::shape::fp8e4m3fnuz_type>;
......@@ -31,7 +31,8 @@
#include <migraphx/op/common.hpp>
struct test_rnn_sql_1 : verify_program<test_rnn_sql_1>
template <migraphx::shape::type_t DType>
struct test_rnn_sql_1 : verify_program<test_rnn_sql_1<DType>>
{
migraphx::program create_program() const
{
......@@ -44,12 +45,12 @@ struct test_rnn_sql_1 : verify_program<test_rnn_sql_1>
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape in_shape{migraphx::shape::float_type, {seq_len, batch_size, input_size}};
migraphx::shape w_shape{migraphx::shape::float_type, {num_dirct, hidden_size, input_size}};
migraphx::shape r_shape{migraphx::shape::float_type, {num_dirct, hidden_size, hidden_size}};
migraphx::shape b_shape{migraphx::shape::float_type, {num_dirct, 2 * hidden_size}};
migraphx::shape in_shape{DType, {seq_len, batch_size, input_size}};
migraphx::shape w_shape{DType, {num_dirct, hidden_size, input_size}};
migraphx::shape r_shape{DType, {num_dirct, hidden_size, hidden_size}};
migraphx::shape b_shape{DType, {num_dirct, 2 * hidden_size}};
migraphx::shape s_shape{migraphx::shape::int32_type, {batch_size}};
migraphx::shape ih_shape{migraphx::shape::float_type, {num_dirct, batch_size, hidden_size}};
migraphx::shape ih_shape{DType, {num_dirct, batch_size, hidden_size}};
auto seq = mm->add_parameter("seq", in_shape);
auto w = mm->add_parameter("w", w_shape);
......@@ -81,3 +82,7 @@ struct test_rnn_sql_1 : verify_program<test_rnn_sql_1>
}
std::string section() const { return "rnn"; }
};
template struct test_rnn_sql_1<migraphx::shape::float_type>;
template struct test_rnn_sql_1<migraphx::shape::half_type>;
template struct test_rnn_sql_1<migraphx::shape::fp8e4m3fnuz_type>;
......@@ -27,15 +27,16 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_roialign : verify_program<test_roialign>
template <migraphx::shape::type_t DType>
struct test_roialign : verify_program<test_roialign<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape x_s{migraphx::shape::float_type, {5, 4, 10, 10}};
migraphx::shape x_s{DType, {5, 4, 10, 10}};
migraphx::shape roi_s{migraphx::shape::float_type, {5, 4}};
migraphx::shape roi_s{DType, {5, 4}};
migraphx::shape ind_s{migraphx::shape::int64_type, {5}};
std::vector<int64_t> ind_vec = {0, 2, 3, 4, 1};
......@@ -44,10 +45,10 @@ struct test_roialign : verify_program<test_roialign>
auto roi = mm->add_parameter("roi", roi_s);
auto ind = mm->add_literal(migraphx::literal(ind_s, ind_vec));
auto r = mm->add_instruction(migraphx::make_op("roialign",
{{"spatial_scale", 1.0},
{"output_height", 5},
{"output_width", 5},
{"sampling_ratio", 2}}),
{{"spatial_scale", 1.0},
{"output_height", 5},
{"output_width", 5},
{"sampling_ratio", 2}}),
x,
roi,
ind);
......@@ -56,3 +57,7 @@ struct test_roialign : verify_program<test_roialign>
return p;
}
};
template struct test_roialign<migraphx::shape::float_type>;
template struct test_roialign<migraphx::shape::half_type>;
template struct test_roialign<migraphx::shape::fp8e4m3fnuz_type>;
......@@ -23,22 +23,26 @@
*/
#include "verify_program.hpp"
#include <migraphx/float8.hpp>
#include <migraphx/program.hpp>
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_rsqrt : verify_program<test_rsqrt>
template <typename CType>
struct test_rsqrt : verify_program<test_rsqrt<CType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
auto* mm = p.get_main_module();
migraphx::shape::type_t dtype = migraphx::shape::get_type<CType>();
std::vector<size_t> input_lens{1, 3, 16, 16};
migraphx::shape s{migraphx::shape::float_type, input_lens};
migraphx::shape s{dtype, input_lens};
auto x = mm->add_parameter("x", s);
auto min_val = mm->add_literal(1.0f);
auto max_val = mm->add_literal(std::numeric_limits<float>::max());
min_val = mm->add_instruction(
auto min_val = mm->add_literal(migraphx::literal{migraphx::shape{dtype}, {1.0}});
auto max_val = mm->add_literal(
migraphx::literal{migraphx::shape{dtype}, {std::numeric_limits<CType>::max()}});
min_val = mm->add_instruction(
migraphx::make_op("multibroadcast", {{"out_lens", input_lens}}), min_val);
max_val = mm->add_instruction(
migraphx::make_op("multibroadcast", {{"out_lens", input_lens}}), max_val);
......@@ -47,3 +51,7 @@ struct test_rsqrt : verify_program<test_rsqrt>
return p;
};
};
template struct test_rsqrt<float>;
template struct test_rsqrt<migraphx::half>;
template struct test_rsqrt<migraphx::fp8::fp8e4m3fnuz>;
......@@ -27,16 +27,17 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_scatter0 : verify_program<test_scatter0>
template <migraphx::shape::type_t DType>
struct test_scatter0 : verify_program<test_scatter0<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape sd{migraphx::shape::float_type, {3, 3}};
migraphx::shape sd{DType, {3, 3}};
migraphx::shape si{migraphx::shape::int32_type, {2, 3}};
std::vector<int> vi = {1, 0, 2, 0, 2, 1};
migraphx::shape su{migraphx::shape::float_type, {2, 3}};
migraphx::shape su{DType, {2, 3}};
auto pd = mm->add_parameter("data", sd);
auto li = mm->add_literal(migraphx::literal{si, vi});
......@@ -47,3 +48,7 @@ struct test_scatter0 : verify_program<test_scatter0>
return p;
}
};
template struct test_scatter0<migraphx::shape::float_type>;
template struct test_scatter0<migraphx::shape::half_type>;
template struct test_scatter0<migraphx::shape::fp8e4m3fnuz_type>;
......@@ -25,18 +25,19 @@
#include <migraphx/program.hpp>
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/shape.hpp>
struct test_scatternd : verify_program<test_scatternd>
template <migraphx::shape::type_t DType>
struct test_scatternd : verify_program<test_scatternd<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
auto dtype = migraphx::shape::float_type;
auto itype = migraphx::shape::int64_type;
migraphx::shape ds{dtype, {1}};
migraphx::shape ds{DType, {1}};
migraphx::shape is{itype, {4, 1}};
migraphx::shape us{dtype, {4}};
migraphx::shape us{DType, {4}};
std::vector<int64_t> ind_vec{4, 3, 1, 7};
auto ld = mm->add_literal(migraphx::literal{ds, {1}});
......@@ -51,3 +52,7 @@ struct test_scatternd : verify_program<test_scatternd>
return p;
}
};
template struct test_scatternd<migraphx::shape::float_type>;
template struct test_scatternd<migraphx::shape::half_type>;
template struct test_scatternd<migraphx::shape::fp8e4m3fnuz_type>;
/*
* The MIT License (MIT)
*
* Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved.
* Copyright (c) 2015-2023 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
......@@ -21,22 +21,30 @@
* 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_nonzero_half : verify_program<test_nonzero_half>
struct test_scatternd_max : verify_program<test_scatternd_max>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape s{migraphx::shape::half_type, {3, 4, 3, 5}};
auto x = mm->add_parameter("data", s);
auto r = mm->add_instruction(migraphx::make_op("nonzero"), x);
mm->add_return({r});
auto* mm = p.get_main_module();
auto dtype = migraphx::shape::float_type;
auto itype = migraphx::shape::int64_type;
migraphx::shape ds{dtype, {8}};
migraphx::shape is{itype, {4, 1}};
migraphx::shape us{dtype, {4}};
std::vector<int64_t> ind_vec{4, 3, 1, 7};
auto data = mm->add_parameter("data", ds);
auto indices = mm->add_literal(migraphx::literal{is, ind_vec});
auto updates = mm->add_parameter("update", us);
auto scatternd =
mm->add_instruction(migraphx::make_op("scatternd_max"), data, indices, updates);
mm->add_return({scatternd});
return p;
}
......
/*
* The MIT License (MIT)
*
* Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved.
* Copyright (c) 2015-2023 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
......@@ -21,27 +21,31 @@
* 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>
#include <migraphx/apply_alpha_beta.hpp>
struct gemm_add_half : verify_program<gemm_add_half>
struct test_scatternd_max_duplicate_idx : verify_program<test_scatternd_max_duplicate_idx>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape m1_shape{migraphx::shape::half_type, {1, 2, 3}};
migraphx::shape m2_shape{migraphx::shape::half_type, {1, 3, 4}};
migraphx::shape m3_shape{migraphx::shape::half_type, {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);
auto* mm = p.get_main_module();
auto dtype = migraphx::shape::float_type;
auto itype = migraphx::shape::int64_type;
migraphx::shape ds{dtype, {8}};
migraphx::shape is{itype, {4, 1}};
migraphx::shape us{dtype, {4}};
std::vector<int64_t> ind_vec{4, 7, 4, 7};
auto data = mm->add_parameter("data", ds);
auto indices = mm->add_literal(migraphx::literal{is, ind_vec});
auto updates = mm->add_parameter("update", us);
auto scatternd =
mm->add_instruction(migraphx::make_op("scatternd_max"), data, indices, updates);
mm->add_return({scatternd});
auto dot = mm->add_instruction(migraphx::make_op("dot"), l1, l2);
mm->add_instruction(migraphx::make_op("add"), dot, l3);
return p;
}
};
/*
* The MIT License (MIT)
*
* Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved.
* Copyright (c) 2015-2023 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
......@@ -21,21 +21,31 @@
* 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>
struct test_scatternd_min : verify_program<test_scatternd_min>
{
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);
auto* mm = p.get_main_module();
auto dtype = migraphx::shape::float_type;
auto itype = migraphx::shape::int64_type;
migraphx::shape ds{dtype, {8}};
migraphx::shape is{itype, {4, 1}};
migraphx::shape us{dtype, {4}};
std::vector<int64_t> ind_vec{4, 3, 1, 7};
auto data = mm->add_parameter("data", ds);
auto indices = mm->add_literal(migraphx::literal{is, ind_vec});
auto updates = mm->add_parameter("update", us);
auto scatternd =
mm->add_instruction(migraphx::make_op("scatternd_min"), data, indices, updates);
mm->add_return({scatternd});
return p;
}
};
/*
* The MIT License (MIT)
*
* Copyright (c) 2015-2023 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_scatternd_min_duplicate_idx : verify_program<test_scatternd_min_duplicate_idx>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
auto dtype = migraphx::shape::float_type;
auto itype = migraphx::shape::int64_type;
migraphx::shape ds{dtype, {8}};
migraphx::shape is{itype, {4, 1}};
migraphx::shape us{dtype, {4}};
std::vector<int64_t> ind_vec{4, 7, 4, 7};
auto data = mm->add_parameter("data", ds);
auto indices = mm->add_literal(migraphx::literal{is, ind_vec});
auto updates = mm->add_parameter("update", us);
auto scatternd =
mm->add_instruction(migraphx::make_op("scatternd_min"), data, indices, updates);
mm->add_return({scatternd});
return p;
}
};
......@@ -27,15 +27,20 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_sin : verify_program<test_sin>
template <migraphx::shape::type_t DType>
struct test_sin : verify_program<test_sin<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape s{migraphx::shape::float_type, {10}};
migraphx::shape s{DType, {10}};
auto x = mm->add_parameter("x", s);
mm->add_instruction(migraphx::make_op("sin"), x);
return p;
}
};
template struct test_sin<migraphx::shape::float_type>;
template struct test_sin<migraphx::shape::half_type>;
template struct test_sin<migraphx::shape::fp8e4m3fnuz_type>;
......@@ -27,15 +27,20 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_sinh : verify_program<test_sinh>
template <migraphx::shape::type_t DType>
struct test_sinh : verify_program<test_sinh<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape s{migraphx::shape::float_type, {16}};
migraphx::shape s{DType, {16}};
auto x = mm->add_parameter("x", s);
mm->add_instruction(migraphx::make_op("sinh"), x);
return p;
}
};
template struct test_sinh<migraphx::shape::float_type>;
template struct test_sinh<migraphx::shape::half_type>;
template struct test_sinh<migraphx::shape::fp8e4m3fnuz_type>;
......@@ -48,3 +48,7 @@ template struct test_softmax<0, migraphx::shape::half_type>;
template struct test_softmax<1, migraphx::shape::half_type>;
template struct test_softmax<2, migraphx::shape::half_type>;
template struct test_softmax<3, migraphx::shape::half_type>;
template struct test_softmax<0, migraphx::shape::fp8e4m3fnuz_type>;
template struct test_softmax<1, migraphx::shape::fp8e4m3fnuz_type>;
template struct test_softmax<2, migraphx::shape::fp8e4m3fnuz_type>;
template struct test_softmax<3, migraphx::shape::fp8e4m3fnuz_type>;
......@@ -27,16 +27,21 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_sqrt : verify_program<test_sqrt>
template <migraphx::shape::type_t DType>
struct test_sqrt : verify_program<test_sqrt<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape s{migraphx::shape::float_type, {2, 3, 4, 6}};
migraphx::shape s{DType, {2, 3, 4, 6}};
auto param = mm->add_parameter("x", s);
auto param_abs = mm->add_instruction(migraphx::make_op("abs"), param);
mm->add_instruction(migraphx::make_op("sqrt"), param_abs);
return p;
}
};
template struct test_sqrt<migraphx::shape::float_type>;
template struct test_sqrt<migraphx::shape::half_type>;
template struct test_sqrt<migraphx::shape::fp8e4m3fnuz_type>;
......@@ -27,15 +27,20 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_tan : verify_program<test_tan>
template <migraphx::shape::type_t DType>
struct test_tan : verify_program<test_tan<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape s{migraphx::shape::float_type, {16}};
migraphx::shape s{DType, {16}};
auto x = mm->add_parameter("x", s);
mm->add_instruction(migraphx::make_op("tan"), x);
return p;
}
};
template struct test_tan<migraphx::shape::float_type>;
template struct test_tan<migraphx::shape::half_type>;
template struct test_tan<migraphx::shape::fp8e4m3fnuz_type>;
......@@ -27,14 +27,19 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_tanh : verify_program<test_tanh>
template <migraphx::shape::type_t DType>
struct test_tanh : verify_program<test_tanh<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
auto x = mm->add_parameter("x", migraphx::shape{migraphx::shape::float_type, {4, 3, 3, 3}});
auto x = mm->add_parameter("x", migraphx::shape{DType, {4, 3, 3, 3}});
mm->add_instruction(migraphx::make_op("tanh"), x);
return p;
}
};
template struct test_tanh<migraphx::shape::float_type>;
template struct test_tanh<migraphx::shape::half_type>;
template struct test_tanh<migraphx::shape::fp8e4m3fnuz_type>;
......@@ -27,13 +27,14 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_topk_0 : verify_program<test_topk_0>
template <migraphx::shape::type_t DType>
struct test_topk_0 : verify_program<test_topk_0<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape s{migraphx::shape::float_type, {3, 5}};
migraphx::shape s{DType, {3, 5}};
auto data = mm->add_parameter("data", s);
auto r = mm->add_instruction(
migraphx::make_op("topk", {{"axis", 1}, {"k", 4}, {"largest", 1}}), data);
......@@ -43,3 +44,7 @@ struct test_topk_0 : verify_program<test_topk_0>
return p;
}
};
template struct test_topk_0<migraphx::shape::float_type>;
template struct test_topk_0<migraphx::shape::half_type>;
template struct test_topk_0<migraphx::shape::fp8e4m3fnuz_type>;
......@@ -27,15 +27,17 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/apply_alpha_beta.hpp>
struct test_unbatched_gemm_1 : verify_program<test_unbatched_gemm_1>
template <migraphx::shape::type_t DType>
struct test_unbatched_gemm_1 : verify_program<test_unbatched_gemm_1<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape m1_shape{migraphx::shape::float_type, {2, 32, 64}};
migraphx::shape m2_shape{migraphx::shape::float_type, {64, 64}};
migraphx::shape m3_shape{migraphx::shape::float_type, {2, 32, 192}};
migraphx::shape m1_shape{DType, {2, 32, 64}};
migraphx::shape m2_shape{DType, {64, 64}};
migraphx::shape m3_shape{DType, {2, 32, 192}};
auto l1 = mm->add_parameter("1", m1_shape);
auto l2 = mm->add_literal(migraphx::generate_literal(m2_shape));
l2 = mm->add_instruction(migraphx::make_op("multibroadcast", {{"out_lens", {2, 64, 64}}}),
......@@ -56,3 +58,7 @@ struct test_unbatched_gemm_1 : verify_program<test_unbatched_gemm_1>
return p;
}
};
template struct test_unbatched_gemm_1<migraphx::shape::float_type>;
template struct test_unbatched_gemm_1<migraphx::shape::half_type>;
template struct test_unbatched_gemm_1<migraphx::shape::fp8e4m3fnuz_type>;
......@@ -27,14 +27,16 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/apply_alpha_beta.hpp>
struct test_unbatched_gemm_2 : verify_program<test_unbatched_gemm_2>
template <migraphx::shape::type_t DType>
struct test_unbatched_gemm_2 : verify_program<test_unbatched_gemm_2<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape m1_shape{migraphx::shape::float_type, {4, 32, 64}};
migraphx::shape m2_shape{migraphx::shape::float_type, {64, 64}};
migraphx::shape m1_shape{DType, {4, 32, 64}};
migraphx::shape m2_shape{DType, {64, 64}};
auto l1 = mm->add_parameter("1", m1_shape);
auto l2 = mm->add_literal(migraphx::generate_literal(m2_shape));
l2 = mm->add_instruction(migraphx::make_op("multibroadcast", {{"out_lens", {4, 64, 64}}}),
......@@ -44,3 +46,7 @@ struct test_unbatched_gemm_2 : verify_program<test_unbatched_gemm_2>
return p;
}
};
template struct test_unbatched_gemm_2<migraphx::shape::float_type>;
template struct test_unbatched_gemm_2<migraphx::shape::half_type>;
template struct test_unbatched_gemm_2<migraphx::shape::fp8e4m3fnuz_type>;
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