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Commit f8a75f8a authored by Paul's avatar Paul
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parents 74448ed6 d00fdf6e
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test/verify/test_fmod_mod.cpp
View file @ f8a75f8a
......@@ -34,40 +34,52 @@
Adding this because HIP fmod sign changes when y = 0 resulting in nan and -nan not beign
consistent between ref and gpu implementations.
*/
migraphx::instruction_ref add_epsilon(migraphx::module& m, migraphx::instruction_ref y)
migraphx::instruction_ref add_epsilon(migraphx::module& m,
migraphx::instruction_ref y,
migraphx::shape::type_t dtype = migraphx::shape::float_type)
{
auto zero = m.add_literal(0.0f);
auto eps = m.add_literal(1e-3f);
auto zero = m.add_literal(migraphx::literal{migraphx::shape{dtype}, {0.0f}});
auto eps = m.add_literal(migraphx::literal{migraphx::shape{dtype}, {1e-3f}});
auto op_y = add_common_op(m, migraphx::make_op("equal"), {y, zero});
return add_common_op(m, migraphx::make_op("where"), {op_y, eps, y});
}
struct test_fmod : verify_program<test_fmod>
template <migraphx::shape::type_t DType>
struct test_fmod : verify_program<test_fmod<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape s{migraphx::shape::float_type, {64}};
migraphx::shape s{DType, {64}};
auto x = mm->add_parameter("x", s);
auto y = mm->add_parameter("y", s);
auto op_where = add_epsilon(*mm, y);
auto op_where = add_epsilon(*mm, y, DType);
mm->add_instruction(migraphx::make_op("fmod"), x, op_where);
return p;
}
};
template struct test_fmod<migraphx::shape::float_type>;
template struct test_fmod<migraphx::shape::half_type>;
template struct test_fmod<migraphx::shape::fp8e4m3fnuz_type>;
struct test_mod : verify_program<test_mod>
template <migraphx::shape::type_t DType>
struct test_mod : verify_program<test_mod<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape s{migraphx::shape::float_type, {64}};
migraphx::shape s{DType, {64}};
auto x = mm->add_parameter("x", s);
auto y = mm->add_parameter("y", s);
auto op_where = add_epsilon(*mm, y);
auto op_where = add_epsilon(*mm, y, DType);
mm->add_instruction(migraphx::make_op("mod"), x, op_where);
return p;
}
};
template struct test_mod<migraphx::shape::float_type>;
// TODO: Fix half type test
// template struct test_mod<migraphx::shape::half_type>;
template struct test_mod<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_gather.cpp
View file @ f8a75f8a
......@@ -27,14 +27,14 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
template <int Axis>
struct test_gather : verify_program<test_gather<Axis>>
template <int Axis, migraphx::shape::type_t DType>
struct test_gather : verify_program<test_gather<Axis, DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape s{migraphx::shape::float_type, {3, 3}};
migraphx::shape s{DType, {3, 3}};
migraphx::shape s_indices{migraphx::shape::int32_type, {2, 2}};
std::vector<int> indices{1, 2, 2, 1};
auto a0 = mm->add_parameter("data", s);
......@@ -46,6 +46,10 @@ struct test_gather : verify_program<test_gather<Axis>>
};
// Standard gather test
template struct test_gather<0>;
template struct test_gather<0, migraphx::shape::float_type>;
template struct test_gather<0, migraphx::shape::half_type>;
template struct test_gather<0, migraphx::shape::fp8e4m3fnuz_type>;
// Test Negative axis
template struct test_gather<-2>;
template struct test_gather<-2, migraphx::shape::float_type>;
template struct test_gather<-2, migraphx::shape::half_type>;
template struct test_gather<-2, migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_gathernd_default.cpp
View file @ f8a75f8a
......@@ -26,13 +26,14 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_gathernd_default : verify_program<test_gathernd_default>
template <migraphx::shape::type_t DType>
struct test_gathernd_default : verify_program<test_gathernd_default<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape ds{migraphx::shape::float_type, {2, 2}};
migraphx::shape ds{DType, {2, 2}};
migraphx::shape is{migraphx::shape::int64_type, {2, 2}};
std::vector<int64_t> indices{0, 0, 1, 1};
auto a0 = mm->add_parameter("data", ds);
......@@ -41,3 +42,7 @@ struct test_gathernd_default : verify_program<test_gathernd_default>
return p;
}
};
template struct test_gathernd_default<migraphx::shape::float_type>;
template struct test_gathernd_default<migraphx::shape::half_type>;
template struct test_gathernd_default<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_isnan_float.cpp → test/verify/test_isnan.cpp
View file @ f8a75f8a
......@@ -27,7 +27,8 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_isnan_float : verify_program<test_isnan_float>
template <migraphx::shape::type_t DType>
struct test_isnan : verify_program<test_isnan<DType>>
{
migraphx::program create_program() const
{
......@@ -40,3 +41,7 @@ struct test_isnan_float : verify_program<test_isnan_float>
return p;
}
};
template struct test_isnan<migraphx::shape::float_type>;
template struct test_isnan<migraphx::shape::half_type>;
template struct test_isnan<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_layernorm.cpp
View file @ f8a75f8a
......@@ -117,6 +117,19 @@ struct test_layernorm_fp16 : verify_program<test_layernorm_fp16>
}
};
struct test_layernorm_fp8 : verify_program<test_layernorm_fp8>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<size_t> dims = {1, 24, 64};
auto x = mm->add_parameter("x", migraphx::shape{migraphx::shape::fp8e4m3fnuz_type, dims});
add_layernorm(*mm, x, dims);
return p;
}
};
struct test_layernorm_eps : verify_program<test_layernorm_eps>
{
migraphx::program create_program() const
......
test/verify/test_literal_limits.cpp
View file @ f8a75f8a
......@@ -26,6 +26,7 @@
#include <migraphx/program.hpp>
#include <migraphx/make_op.hpp>
#include <limits>
#include <type_traits>
template <migraphx::shape::type_t Q, typename T>
struct test_literal_limits : verify_program<test_literal_limits<Q, T>>
......@@ -33,9 +34,13 @@ struct test_literal_limits : verify_program<test_literal_limits<Q, T>>
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
auto input_s = migraphx::shape(Q, {3, 1});
auto infinity_val = std::numeric_limits<T>::infinity();
auto* mm = p.get_main_module();
auto input_s = migraphx::shape(Q, {3, 1});
T infinity_val{0};
if constexpr(std::numeric_limits<T>::has_infinity and std::is_floating_point<T>{})
{
infinity_val = std::numeric_limits<T>::infinity();
}
std::vector<T> s_data{
infinity_val, static_cast<T>(-infinity_val), std::numeric_limits<T>::quiet_NaN()};
......@@ -52,3 +57,4 @@ template struct test_literal_limits<migraphx::shape::double_type, double>;
template struct test_literal_limits<migraphx::shape::half_type, migraphx::half>;
template struct test_literal_limits<migraphx::shape::int32_type, int32_t>;
template struct test_literal_limits<migraphx::shape::int8_type, int8_t>;
template struct test_literal_limits<migraphx::shape::fp8e4m3fnuz_type, migraphx::fp8::fp8e4m3fnuz>;
test/verify/test_log.cpp
View file @ f8a75f8a
......@@ -27,15 +27,20 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_log : verify_program<test_log>
template <migraphx::shape::type_t DType>
struct test_log : verify_program<test_log<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape s{migraphx::shape::float_type, {6}};
migraphx::shape s{DType, {6}};
auto x = mm->add_instruction(migraphx::make_op("abs"), mm->add_parameter("x", s));
mm->add_instruction(migraphx::make_op("log"), x);
return p;
}
};
template struct test_log<migraphx::shape::float_type>;
template struct test_log<migraphx::shape::half_type>;
template struct test_log<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_lstm_bidirct_3args_layout.cpp 0 → 100644
View file @ f8a75f8a
/*
* 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/serialize.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/op/common.hpp>
struct test_lstm_bidirct_3args_layout : verify_program<test_lstm_bidirct_3args_layout>
{
migraphx::program create_program() const
{
std::size_t batch_size = 2;
std::size_t seq_len = 3;
std::size_t hidden_size = 5;
std::size_t input_size = 8;
std::size_t num_dirct = 2;
float clip = 0.0f;
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape in_shape{migraphx::shape::float_type, {batch_size, seq_len, input_size}};
migraphx::shape w_shape{migraphx::shape::float_type,
{num_dirct, 4 * hidden_size, input_size}};
migraphx::shape r_shape{migraphx::shape::float_type,
{num_dirct, 4 * hidden_size, hidden_size}};
auto seq = mm->add_parameter("seq", in_shape);
auto w = mm->add_parameter("w", w_shape);
auto r = mm->add_parameter("r", r_shape);
std::vector<int64_t> perm{1, 0, 2};
seq = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), seq);
auto hs = mm->add_instruction(
migraphx::make_op(
"lstm",
{{"hidden_size", hidden_size},
{"actv_func",
migraphx::to_value(std::vector<migraphx::operation>{migraphx::make_op("sigmoid"),
migraphx::make_op("tanh")})},
{"direction", migraphx::to_value(migraphx::op::rnn_direction::bidirectional)},
{"clip", clip}}),
seq,
w,
r);
std::vector<int64_t> perm_hid{2, 0, 1, 3};
mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm_hid}}), hs);
return p;
}
std::string section() const { return "rnn"; }
};
test/verify/test_lstm_bidirct_last_layout.cpp 0 → 100644
View file @ f8a75f8a
/*
* 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>
#include <migraphx/serialize.hpp>
#include <migraphx/op/common.hpp>
struct test_lstm_bidirct_last_layout : verify_program<test_lstm_bidirct_last_layout>
{
migraphx::program create_program() const
{
std::size_t batch_size = 2;
std::size_t seq_len = 3;
std::size_t hidden_size = 5;
std::size_t input_size = 8;
std::size_t num_dirct = 2;
float clip = 0.0f;
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape in_shape{migraphx::shape::float_type, {batch_size, seq_len, input_size}};
migraphx::shape w_shape{migraphx::shape::float_type,
{num_dirct, 4 * hidden_size, input_size}};
migraphx::shape r_shape{migraphx::shape::float_type,
{num_dirct, 4 * hidden_size, hidden_size}};
migraphx::shape b_shape{migraphx::shape::float_type, {num_dirct, 8 * hidden_size}};
migraphx::shape ih_shape{migraphx::shape::float_type, {batch_size, num_dirct, hidden_size}};
migraphx::shape ic_shape{migraphx::shape::float_type, {batch_size, num_dirct, hidden_size}};
migraphx::shape pph_shape{migraphx::shape::float_type, {num_dirct, 3 * hidden_size}};
auto seq = mm->add_parameter("seq", in_shape);
auto w = mm->add_parameter("w", w_shape);
auto r = mm->add_parameter("r", r_shape);
auto bias = mm->add_parameter("bias", b_shape);
auto ih = mm->add_parameter("ih", ih_shape);
auto ic = mm->add_parameter("ic", ic_shape);
auto pph = mm->add_parameter("pph", pph_shape);
auto und = mm->add_instruction(migraphx::make_op("undefined"));
std::vector<int64_t> perm{1, 0, 2};
seq = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), seq);
ih = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), ih);
ic = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), ic);
auto output = mm->add_instruction(
migraphx::make_op(
"lstm",
{{"hidden_size", hidden_size},
{"actv_func",
migraphx::to_value(std::vector<migraphx::operation>{migraphx::make_op("sigmoid"),
migraphx::make_op("tanh"),
migraphx::make_op("tanh")})},
{"direction", migraphx::to_value(migraphx::op::rnn_direction::bidirectional)},
{"clip", clip}}),
seq,
w,
r,
bias,
und,
ih,
ic,
pph);
auto last_output = mm->add_instruction(migraphx::make_op("rnn_last_hs_output"), output);
mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), last_output);
return p;
}
std::string section() const { return "rnn"; }
};
test/verify/test_lstm_forward_hs_layout.cpp 0 → 100644
View file @ f8a75f8a
/*
* 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>
#include <migraphx/serialize.hpp>
#include <migraphx/op/common.hpp>
struct test_lstm_forward_hs_layout : verify_program<test_lstm_forward_hs_layout>
{
migraphx::program create_program() const
{
std::size_t batch_size = 2;
std::size_t seq_len = 3;
std::size_t hidden_size = 5;
std::size_t input_size = 8;
std::size_t num_dirct = 1;
float clip = 0.0f;
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape in_shape{migraphx::shape::float_type, {batch_size, seq_len, input_size}};
migraphx::shape w_shape{migraphx::shape::float_type,
{num_dirct, 4 * hidden_size, input_size}};
migraphx::shape r_shape{migraphx::shape::float_type,
{num_dirct, 4 * hidden_size, hidden_size}};
migraphx::shape b_shape{migraphx::shape::float_type, {num_dirct, 8 * hidden_size}};
migraphx::shape ih_shape{migraphx::shape::float_type, {batch_size, num_dirct, hidden_size}};
migraphx::shape ic_shape{migraphx::shape::float_type, {batch_size, num_dirct, hidden_size}};
migraphx::shape pph_shape{migraphx::shape::float_type, {num_dirct, 3 * hidden_size}};
auto seq = mm->add_parameter("seq", in_shape);
auto w = mm->add_parameter("w", w_shape);
auto r = mm->add_parameter("r", r_shape);
auto bias = mm->add_parameter("bias", b_shape);
auto ih = mm->add_parameter("ih", ih_shape);
auto ic = mm->add_parameter("ic", ic_shape);
auto pph = mm->add_parameter("pph", pph_shape);
auto und = mm->add_instruction(migraphx::make_op("undefined"));
std::vector<int64_t> perm{1, 0, 2};
seq = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), seq);
ih = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), ih);
ic = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), ic);
auto hs = mm->add_instruction(
migraphx::make_op(
"lstm",
{{"hidden_size", hidden_size},
{"actv_func",
migraphx::to_value(std::vector<migraphx::operation>{migraphx::make_op("sigmoid"),
migraphx::make_op("tanh"),
migraphx::make_op("tanh")})},
{"direction", migraphx::to_value(migraphx::op::rnn_direction::forward)},
{"clip", clip}}),
seq,
w,
r,
bias,
und,
ih,
ic,
pph);
std::vector<int64_t> perm_hid{2, 0, 1, 3};
mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm_hid}}), hs);
return p;
}
std::string section() const { return "rnn"; }
};
test/verify/test_lstm_forward_last_layout.cpp 0 → 100644
View file @ f8a75f8a
/*
* 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/serialize.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/op/common.hpp>
struct test_lstm_forward_last_layout : verify_program<test_lstm_forward_last_layout>
{
migraphx::program create_program() const
{
std::size_t batch_size = 2;
std::size_t seq_len = 3;
std::size_t hidden_size = 5;
std::size_t input_size = 8;
std::size_t num_dirct = 1;
float clip = 0.0f;
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape in_shape{migraphx::shape::float_type, {batch_size, seq_len, input_size}};
migraphx::shape w_shape{migraphx::shape::float_type,
{num_dirct, 4 * hidden_size, input_size}};
migraphx::shape r_shape{migraphx::shape::float_type,
{num_dirct, 4 * hidden_size, hidden_size}};
migraphx::shape b_shape{migraphx::shape::float_type, {num_dirct, 8 * hidden_size}};
migraphx::shape ih_shape{migraphx::shape::float_type, {batch_size, num_dirct, hidden_size}};
migraphx::shape l_shape{migraphx::shape::int32_type, {batch_size}};
migraphx::shape ic_shape{migraphx::shape::float_type, {batch_size, num_dirct, hidden_size}};
migraphx::shape pph_shape{migraphx::shape::float_type, {num_dirct, 3 * hidden_size}};
auto seq = mm->add_parameter("seq", in_shape);
auto w = mm->add_parameter("w", w_shape);
auto r = mm->add_parameter("r", r_shape);
auto bias = mm->add_parameter("bias", b_shape);
auto ih = mm->add_parameter("ih", ih_shape);
auto len = mm->add_literal(migraphx::literal(l_shape, {1, 2}));
auto ic = mm->add_parameter("ic", ic_shape);
auto pph = mm->add_parameter("pph", pph_shape);
std::vector<int64_t> perm{1, 0, 2};
seq = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), seq);
ih = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), ih);
ic = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), ic);
auto output = mm->add_instruction(
migraphx::make_op(
"lstm",
{{"hidden_size", hidden_size},
{"actv_func",
migraphx::to_value(std::vector<migraphx::operation>{migraphx::make_op("sigmoid"),
migraphx::make_op("tanh"),
migraphx::make_op("tanh")})},
{"direction", migraphx::to_value(migraphx::op::rnn_direction::forward)},
{"clip", clip}}),
seq,
w,
r,
bias,
len,
ih,
ic,
pph);
auto last_output =
mm->add_instruction(migraphx::make_op("rnn_last_hs_output"), output, len);
mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), last_output);
return p;
}
std::string section() const { return "rnn"; }
};
test/verify/test_lstm_reverse_3args_cell_output_layout.cpp 0 → 100644
View file @ f8a75f8a
/*
* 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/serialize.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/op/common.hpp>
struct test_lstm_reverse_3args_cell_layout : verify_program<test_lstm_reverse_3args_cell_layout>
{
migraphx::program create_program() const
{
std::size_t batch_size = 2;
std::size_t seq_len = 3;
std::size_t hidden_size = 5;
std::size_t input_size = 8;
std::size_t num_dirct = 1;
float clip = 0.0f;
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape in_shape{migraphx::shape::float_type, {batch_size, seq_len, input_size}};
migraphx::shape w_shape{migraphx::shape::float_type,
{num_dirct, 4 * hidden_size, input_size}};
migraphx::shape r_shape{migraphx::shape::float_type,
{num_dirct, 4 * hidden_size, hidden_size}};
auto seq = mm->add_parameter("seq", in_shape);
auto w = mm->add_parameter("w", w_shape);
auto r = mm->add_parameter("r", r_shape);
std::vector<int64_t> perm{1, 0, 2};
seq = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), seq);
auto hs = mm->add_instruction(
migraphx::make_op(
"lstm",
{{"hidden_size", hidden_size},
{"actv_func",
migraphx::to_value(std::vector<migraphx::operation>{migraphx::make_op("sigmoid"),
migraphx::make_op("tanh"),
migraphx::make_op("tanh")})},
{"direction", migraphx::to_value(migraphx::op::rnn_direction::reverse)},
{"clip", clip}}),
seq,
w,
r);
auto cell_output = mm->add_instruction(migraphx::make_op("rnn_last_cell_output"), hs);
mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), cell_output);
return p;
}
std::string section() const { return "rnn"; }
};
test/verify/test_lstm_reverse_3args_layout.cpp 0 → 100644
View file @ f8a75f8a
/*
* 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/serialize.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/op/common.hpp>
struct test_lstm_reverse_3args_layout : verify_program<test_lstm_reverse_3args_layout>
{
migraphx::program create_program() const
{
std::size_t batch_size = 2;
std::size_t seq_len = 3;
std::size_t hidden_size = 5;
std::size_t input_size = 8;
std::size_t num_dirct = 1;
float clip = 0.0f;
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape in_shape{migraphx::shape::float_type, {batch_size, seq_len, input_size}};
migraphx::shape w_shape{migraphx::shape::float_type,
{num_dirct, 4 * hidden_size, input_size}};
migraphx::shape r_shape{migraphx::shape::float_type,
{num_dirct, 4 * hidden_size, hidden_size}};
auto seq = mm->add_parameter("seq", in_shape);
auto w = mm->add_parameter("w", w_shape);
auto r = mm->add_parameter("r", r_shape);
std::vector<int64_t> perm{1, 0, 2};
seq = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), seq);
auto hs = mm->add_instruction(
migraphx::make_op(
"lstm",
{{"hidden_size", hidden_size},
{"actv_func",
migraphx::to_value(std::vector<migraphx::operation>{migraphx::make_op("sigmoid"),
migraphx::make_op("tanh"),
migraphx::make_op("tanh")})},
{"direction", migraphx::to_value(migraphx::op::rnn_direction::reverse)},
{"clip", clip}}),
seq,
w,
r);
std::vector<int64_t> perm_hid{2, 0, 1, 3};
mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm_hid}}), hs);
return p;
}
std::string section() const { return "rnn"; }
};
test/verify/test_lstm_three_outputs_layout.cpp 0 → 100644
View file @ f8a75f8a
/*
* 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/serialize.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/op/common.hpp>
struct test_lstm_three_outputs_layout : verify_program<test_lstm_three_outputs_layout>
{
migraphx::program create_program() const
{
std::size_t batch_size = 2;
std::size_t seq_len = 3;
std::size_t hidden_size = 5;
std::size_t input_size = 8;
std::size_t num_dirct = 1;
float clip = 0.0f;
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape in_shape{migraphx::shape::float_type, {batch_size, seq_len, input_size}};
migraphx::shape w_shape{migraphx::shape::float_type,
{num_dirct, 4 * hidden_size, input_size}};
migraphx::shape r_shape{migraphx::shape::float_type,
{num_dirct, 4 * hidden_size, hidden_size}};
auto seq = mm->add_parameter("seq", in_shape);
auto w = mm->add_parameter("w", w_shape);
auto r = mm->add_parameter("r", r_shape);
std::vector<int64_t> perm{1, 0, 2};
seq = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), seq);
auto hs = mm->add_instruction(
migraphx::make_op(
"lstm",
{{"hidden_size", hidden_size},
{"actv_func",
migraphx::to_value(std::vector<migraphx::operation>{migraphx::make_op("sigmoid"),
migraphx::make_op("tanh"),
migraphx::make_op("tanh")})},
{"direction", migraphx::to_value(migraphx::op::rnn_direction::forward)},
{"clip", clip}}),
seq,
w,
r);
auto last_hs = mm->add_instruction(migraphx::make_op("rnn_last_hs_output"), hs);
auto last_cell = mm->add_instruction(migraphx::make_op("rnn_last_cell_output"), hs);
std::vector<int64_t> perm_hid{2, 0, 1, 3};
hs = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm_hid}}), hs);
last_hs =
mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), last_hs);
last_cell =
mm->add_instruction(migraphx::make_op("transpose", {{"permutation", perm}}), last_cell);
mm->add_return({hs, last_hs, last_cell});
return p;
}
std::string section() const { return "rnn"; }
};
test/verify/test_max_pooling_ceil_3d.cpp
View file @ f8a75f8a
......@@ -36,7 +36,7 @@ struct test_max_pooling_ceil_3d : verify_program<test_max_pooling_ceil_3d>
auto input =
mm->add_parameter("x", migraphx::shape{migraphx::shape::float_type, {1, 3, 5, 5, 5}});
auto op = migraphx::op::pooling{
migraphx::op::pooling_mode::max, {1, 1, 1}, {3, 3, 3}, {3, 3, 3}, true};
migraphx::op::pooling_mode::max, {1, 1, 1}, {3, 3, 3}, {3, 3, 3}, {1, 1, 1}, true};
mm->add_instruction(op, input);
return p;
}
......
test/verify/test_min_max.cpp
View file @ f8a75f8a
......@@ -46,7 +46,9 @@ struct test_min_max : verify_program<test_min_max<Op, T>>
template struct test_min_max<migraphx::op::max, migraphx::shape::float_type>;
template struct test_min_max<migraphx::op::max, migraphx::shape::half_type>;
template struct test_min_max<migraphx::op::max, migraphx::shape::double_type>;
template struct test_min_max<migraphx::op::max, migraphx::shape::fp8e4m3fnuz_type>;
template struct test_min_max<migraphx::op::min, migraphx::shape::float_type>;
template struct test_min_max<migraphx::op::min, migraphx::shape::half_type>;
template struct test_min_max<migraphx::op::min, migraphx::shape::double_type>;
template struct test_min_max<migraphx::op::min, migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_nearbyint.cpp
View file @ f8a75f8a
......@@ -26,6 +26,7 @@
#include <migraphx/program.hpp>
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/float8.hpp>
template <class T>
struct test_nearbyint : verify_program<test_nearbyint<T>>
......@@ -45,3 +46,4 @@ struct test_nearbyint : verify_program<test_nearbyint<T>>
template struct test_nearbyint<migraphx::half>;
template struct test_nearbyint<float>;
template struct test_nearbyint<migraphx::fp8::fp8e4m3fnuz>;
test/verify/test_pad.cpp
View file @ f8a75f8a
......@@ -27,13 +27,14 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_pad : verify_program<test_pad>
template <migraphx::shape::type_t DType>
struct test_pad : verify_program<test_pad<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape s0{migraphx::shape::int32_type, {1, 96, 165, 165}};
migraphx::shape s0{DType, {1, 96, 165, 165}};
std::vector<int64_t> pads0 = {0, 0, 0, 0, 0, 0, 1, 1};
std::vector<int64_t> pads1 = {0, 0, 0, 0, 1, 1, 1, 1};
std::vector<int64_t> pads2 = {1, 1, 1, 1, 0, 0, 0, 0};
......@@ -46,3 +47,8 @@ struct test_pad : verify_program<test_pad>
return p;
}
};
template struct test_pad<migraphx::shape::int32_type>;
template struct test_pad<migraphx::shape::float_type>;
template struct test_pad<migraphx::shape::half_type>;
template struct test_pad<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_pow.cpp
View file @ f8a75f8a
......@@ -27,13 +27,15 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct test_pow : verify_program<test_pow>
template <typename CType>
struct test_pow : verify_program<test_pow<CType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape s{migraphx::shape::float_type, {6}};
migraphx::shape::type_t dtype = migraphx::shape::get_type<CType>();
auto* mm = p.get_main_module();
migraphx::shape s{dtype, {6}};
std::vector<float> vec_e(s.elements(), 2.0f);
auto b = mm->add_parameter("x", s);
auto e = mm->add_literal(migraphx::literal(s, vec_e));
......@@ -41,3 +43,6 @@ struct test_pow : verify_program<test_pow>
return p;
}
};
template struct test_pow<float>;
template struct test_pow<migraphx::half>;
template struct test_pow<migraphx::fp8::fp8e4m3fnuz>;
test/verify/test_reduce_add.cpp
View file @ f8a75f8a
......@@ -27,14 +27,16 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/instruction.hpp>
#include <migraphx/shape.hpp>
struct test_reduce_add : verify_program<test_reduce_add>
template <migraphx::shape::type_t DType>
struct test_reduce_add : verify_program<test_reduce_add<DType>>
{
migraphx::program create_program() const
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape s{migraphx::shape::float_type, {4, 1000, 2, 2}};
migraphx::shape s{DType, {4, 1000, 2, 2}};
migraphx::shape bs{migraphx::shape::half_type, {1, 32, 128}};
auto x = mm->add_parameter("x", s);
auto reduce_mean =
......@@ -46,3 +48,6 @@ struct test_reduce_add : verify_program<test_reduce_add>
return p;
};
};
template struct test_reduce_add<migraphx::shape::float_type>;
template struct test_reduce_add<migraphx::shape::fp8e4m3fnuz_type>;
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