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Commit 7a39c994 authored by Jaikrishnan Menon's avatar Jaikrishnan Menon
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Merge branch 'jmenon/cpu' into jmenon/cpu_kernels 

Conflicts:
	src/ngraph/runtime/cpu/call_frame.cpp
	src/ngraph/runtime/cpu/call_frame.hpp
	src/ngraph/runtime/cpu/external_function.cpp
	test/cpu.cpp
parents 7e001000 1d45c18b
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Showing with 270 additions and 289 deletions
CMakeLists.txt
View file @ 7a39c994
......@@ -11,7 +11,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
cmake_minimum_required (VERSION 2.8)
cmake_minimum_required (VERSION 3.1)
set(NGRAPH_INCLUDE_PATH
${CMAKE_CURRENT_SOURCE_DIR}/src
......
cmake/external_llvm.cmake
View file @ 7a39c994
......@@ -13,82 +13,49 @@
include(ExternalProject)
find_package(LLVM CONFIG)
set(LLVM_PACKAGED FALSE)
if(LLVM_FOUND)
if(${LLVM_PACKAGE_VERSION} VERSION_GREATER "4.0")
message(STATUS "Found LLVM ${LLVM_PACKAGE_VERSION}")
set(LLVM_PACKAGED TRUE)
else()
message(STATUS "Found LLVM ${LLVM_PACKAGE_VERSION} but need atleast 4.0")
set(LLVM_FOUND FALSE)
endif()
endif()
if(NOT LLVM_FOUND)
if((NOT ${CMAKE_SYSTEM_NAME} MATCHES "Darwin") AND
(NOT ${CMAKE_SYSTEM_NAME} MATCHES "Windows"))
message(STATUS "Fetching LLVM from llvm.org")
set(LLVM_RELEASE_URL http://releases.llvm.org/5.0.0/clang+llvm-5.0.0-linux-x86_64-ubuntu16.04.tar.xz)
# Override default LLVM binaries
if(PREBUILT_LLVM)
set(LLVM_RELEASE_URL ${PREBUILT_LLVM})
if((NOT ${CMAKE_SYSTEM_NAME} MATCHES "Darwin") AND
(NOT ${CMAKE_SYSTEM_NAME} MATCHES "Windows"))
message(STATUS "Fetching LLVM from llvm.org")
set(LLVM_RELEASE_URL http://releases.llvm.org/5.0.0/clang+llvm-5.0.0-linux-x86_64-ubuntu16.04.tar.xz)
set(LLVM_SHA1_HASH 9cb81c92aa4d3f9707a9b8413c4d24b8dee90c59)
# Override default LLVM binaries
if(PREBUILT_LLVM)
if(NOT DEFINED PREBUILT_LLVM_HASH)
message(FATAL_ERROR "SHA1 hash of prebuilt llvm tarball not provided in PREBUILT_LLVM_HASH.")
endif()
set(LLVM_RELEASE_URL ${PREBUILT_LLVM})
set(LLVM_SHA1_HASH ${PREBUILT_LLVM_HASH})
endif()
# The 'BUILD_BYPRODUCTS' argument was introduced in CMake 3.2.
if(${CMAKE_VERSION} VERSION_LESS 3.2)
ExternalProject_Add(
ext_llvm
URL ${LLVM_RELEASE_URL}
CONFIGURE_COMMAND ""
BUILD_COMMAND ""
INSTALL_COMMAND ""
UPDATE_COMMAND ""
)
else()
ExternalProject_Add(
ext_llvm
URL ${LLVM_RELEASE_URL}
CONFIGURE_COMMAND ""
BUILD_COMMAND ""
INSTALL_COMMAND ""
UPDATE_COMMAND ""
BUILD_BYPRODUCTS "${CMAKE_CURRENT_BINARY_DIR}/ext_llvm-prefix/src/ext_llvm/lib/libLLVMCore.a"
)
endif()
ExternalProject_Get_Property(ext_llvm source_dir)
set(LLVM_INCLUDE_DIR "${source_dir}/include")
set(LLVM_LIB_DIR "${source_dir}/lib")
set(LLVM_LINK_LIBS clangTooling clangFrontendTool clangFrontend clangDriver clangSerialization clangCodeGen clangParse clangSema clangStaticAnalyzerFrontend clangStaticAnalyzerCheckers clangStaticAnalyzerCore clangAnalysis clangARCMigrate clangRewriteFrontend clangEdit clangAST clangLex clangBasic LLVMLTO LLVMPasses LLVMObjCARCOpts LLVMSymbolize LLVMDebugInfoPDB LLVMDebugInfoDWARF LLVMMIRParser LLVMCoverage LLVMTableGen LLVMDlltoolDriver LLVMOrcJIT LLVMXCoreDisassembler LLVMXCoreCodeGen LLVMXCoreDesc LLVMXCoreInfo LLVMXCoreAsmPrinter LLVMSystemZDisassembler LLVMSystemZCodeGen LLVMSystemZAsmParser LLVMSystemZDesc LLVMSystemZInfo LLVMSystemZAsmPrinter LLVMSparcDisassembler LLVMSparcCodeGen LLVMSparcAsmParser LLVMSparcDesc LLVMSparcInfo LLVMSparcAsmPrinter LLVMPowerPCDisassembler LLVMPowerPCCodeGen LLVMPowerPCAsmParser LLVMPowerPCDesc LLVMPowerPCInfo LLVMPowerPCAsmPrinter LLVMNVPTXCodeGen LLVMNVPTXDesc LLVMNVPTXInfo LLVMNVPTXAsmPrinter LLVMMSP430CodeGen LLVMMSP430Desc LLVMMSP430Info LLVMMSP430AsmPrinter LLVMMipsDisassembler LLVMMipsCodeGen LLVMMipsAsmParser LLVMMipsDesc LLVMMipsInfo LLVMMipsAsmPrinter LLVMLanaiDisassembler LLVMLanaiCodeGen LLVMLanaiAsmParser LLVMLanaiDesc LLVMLanaiAsmPrinter LLVMLanaiInfo LLVMHexagonDisassembler LLVMHexagonCodeGen LLVMHexagonAsmParser LLVMHexagonDesc LLVMHexagonInfo LLVMBPFDisassembler LLVMBPFCodeGen LLVMBPFDesc LLVMBPFInfo LLVMBPFAsmPrinter LLVMARMDisassembler LLVMARMCodeGen LLVMARMAsmParser LLVMARMDesc LLVMARMInfo LLVMARMAsmPrinter LLVMAMDGPUDisassembler LLVMAMDGPUCodeGen LLVMAMDGPUAsmParser LLVMAMDGPUDesc LLVMAMDGPUInfo LLVMAMDGPUAsmPrinter LLVMAMDGPUUtils LLVMAArch64Disassembler LLVMAArch64CodeGen LLVMAArch64AsmParser LLVMAArch64Desc LLVMAArch64Info LLVMAArch64AsmPrinter LLVMAArch64Utils LLVMObjectYAML LLVMLibDriver LLVMOption LLVMX86Disassembler LLVMX86AsmParser LLVMX86CodeGen LLVMGlobalISel LLVMSelectionDAG LLVMAsmPrinter LLVMDebugInfoCodeView LLVMDebugInfoMSF LLVMX86Desc LLVMMCDisassembler LLVMX86Info LLVMX86AsmPrinter LLVMX86Utils LLVMMCJIT LLVMLineEditor LLVMInterpreter LLVMExecutionEngine LLVMRuntimeDyld LLVMCodeGen LLVMTarget LLVMCoroutines LLVMipo LLVMInstrumentation LLVMVectorize LLVMScalarOpts LLVMLinker LLVMIRReader LLVMAsmParser LLVMInstCombine LLVMTransformUtils LLVMBitWriter LLVMAnalysis LLVMProfileData LLVMObject LLVMMCParser LLVMMC LLVMBitReader LLVMCore LLVMBinaryFormat LLVMSupport LLVMDemangle tinfo z m)
set(LLVM_FOUND TRUE)
set(Clang_FOUND TRUE)
# The 'BUILD_BYPRODUCTS' argument was introduced in CMake 3.2.
if(${CMAKE_VERSION} VERSION_LESS 3.2)
ExternalProject_Add(
ext_llvm
URL ${LLVM_RELEASE_URL}
URL_HASH SHA1=${LLVM_SHA1_HASH}
CONFIGURE_COMMAND ""
BUILD_COMMAND ""
INSTALL_COMMAND ""
UPDATE_COMMAND ""
)
else()
ExternalProject_Add(
ext_llvm
URL ${LLVM_RELEASE_URL}
URL_HASH SHA1=${LLVM_SHA1_HASH}
CONFIGURE_COMMAND ""
BUILD_COMMAND ""
INSTALL_COMMAND ""
UPDATE_COMMAND ""
BUILD_BYPRODUCTS "${CMAKE_CURRENT_BINARY_DIR}/ext_llvm-prefix/src/ext_llvm/lib/libLLVMCore.a"
)
endif()
endif()
if(LLVM_FOUND AND NOT Clang_FOUND)
find_package(Clang CONFIG)
endif()
ExternalProject_Get_Property(ext_llvm source_dir)
set(LLVM_INCLUDE_DIR "${source_dir}/include" PARENT_SCOPE)
set(LLVM_LIB_DIR "${source_dir}/lib" PARENT_SCOPE)
# TODO: Figure out if this terminates the build or do we allow interpretation-only builds
#if(NOT LLVM_FOUND OR NOT Clang_FOUND)
#endif()
set(LLVM_LINK_LIBS clangTooling clangFrontendTool clangFrontend clangDriver clangSerialization clangCodeGen clangParse clangSema clangStaticAnalyzerFrontend clangStaticAnalyzerCheckers clangStaticAnalyzerCore clangAnalysis clangARCMigrate clangRewriteFrontend clangEdit clangAST clangLex clangBasic LLVMLTO LLVMPasses LLVMObjCARCOpts LLVMSymbolize LLVMDebugInfoPDB LLVMDebugInfoDWARF LLVMMIRParser LLVMCoverage LLVMTableGen LLVMDlltoolDriver LLVMOrcJIT LLVMXCoreDisassembler LLVMXCoreCodeGen LLVMXCoreDesc LLVMXCoreInfo LLVMXCoreAsmPrinter LLVMSystemZDisassembler LLVMSystemZCodeGen LLVMSystemZAsmParser LLVMSystemZDesc LLVMSystemZInfo LLVMSystemZAsmPrinter LLVMSparcDisassembler LLVMSparcCodeGen LLVMSparcAsmParser LLVMSparcDesc LLVMSparcInfo LLVMSparcAsmPrinter LLVMPowerPCDisassembler LLVMPowerPCCodeGen LLVMPowerPCAsmParser LLVMPowerPCDesc LLVMPowerPCInfo LLVMPowerPCAsmPrinter LLVMNVPTXCodeGen LLVMNVPTXDesc LLVMNVPTXInfo LLVMNVPTXAsmPrinter LLVMMSP430CodeGen LLVMMSP430Desc LLVMMSP430Info LLVMMSP430AsmPrinter LLVMMipsDisassembler LLVMMipsCodeGen LLVMMipsAsmParser LLVMMipsDesc LLVMMipsInfo LLVMMipsAsmPrinter LLVMLanaiDisassembler LLVMLanaiCodeGen LLVMLanaiAsmParser LLVMLanaiDesc LLVMLanaiAsmPrinter LLVMLanaiInfo LLVMHexagonDisassembler LLVMHexagonCodeGen LLVMHexagonAsmParser LLVMHexagonDesc LLVMHexagonInfo LLVMBPFDisassembler LLVMBPFCodeGen LLVMBPFDesc LLVMBPFInfo LLVMBPFAsmPrinter LLVMARMDisassembler LLVMARMCodeGen LLVMARMAsmParser LLVMARMDesc LLVMARMInfo LLVMARMAsmPrinter LLVMAMDGPUDisassembler LLVMAMDGPUCodeGen LLVMAMDGPUAsmParser LLVMAMDGPUDesc LLVMAMDGPUInfo LLVMAMDGPUAsmPrinter LLVMAMDGPUUtils LLVMAArch64Disassembler LLVMAArch64CodeGen LLVMAArch64AsmParser LLVMAArch64Desc LLVMAArch64Info LLVMAArch64AsmPrinter LLVMAArch64Utils LLVMObjectYAML LLVMLibDriver LLVMOption LLVMX86Disassembler LLVMX86AsmParser LLVMX86CodeGen LLVMGlobalISel LLVMSelectionDAG LLVMAsmPrinter LLVMDebugInfoCodeView LLVMDebugInfoMSF LLVMX86Desc LLVMMCDisassembler LLVMX86Info LLVMX86AsmPrinter LLVMX86Utils LLVMMCJIT LLVMLineEditor LLVMInterpreter LLVMExecutionEngine LLVMRuntimeDyld LLVMCodeGen LLVMTarget LLVMCoroutines LLVMipo LLVMInstrumentation LLVMVectorize LLVMScalarOpts LLVMLinker LLVMIRReader LLVMAsmParser LLVMInstCombine LLVMTransformUtils LLVMBitWriter LLVMAnalysis LLVMProfileData LLVMObject LLVMMCParser LLVMMC LLVMBitReader LLVMCore LLVMBinaryFormat LLVMSupport LLVMDemangle tinfo z m PARENT_SCOPE)
# Populate header and library paths from package-exported info
# if we found system-level LLVM and Clang packages
if(LLVM_FOUND AND NOT LLVM_INCLUDE_DIR)
set(LLVM_INCLUDE_DIR ${LLVM_INCLUDE_DIRS})
set(LLVM_LIB_DIR ${LLVM_LIBRARY_DIRS})
llvm_map_components_to_libnames(llvm_libs support core engine)
set(LLVM_LINK_LIBS ${llvm_libs})
endif()
# Export all necessary info
set(LLVM_INCLUDE_DIR ${LLVM_INCLUDE_DIR} PARENT_SCOPE)
set(LLVM_LIB_DIR ${LLVM_LIB_DIR} PARENT_SCOPE)
set(LLVM_LINK_LIBS ${LLVM_LINK_LIBS} PARENT_SCOPE)
set(LLVM_PACKAGED ${LLVM_PACKAGED} PARENT_SCOPE)
src/ngraph/ops/reshape.cpp
View file @ 7a39c994
......@@ -33,7 +33,7 @@ void Reshape::propagate_types()
throw ngraph_error("Argument to reshape is missing type.");
}
auto arg_tensor_view_type = dynamic_pointer_cast<const TensorViewType>(arg_type);
if (nullptr == arg_type)
if (nullptr == arg_tensor_view_type)
{
throw ngraph_error("Argument to reshape is not a tensor view");
}
......
src/ngraph/runtime/cpu/call_frame.cpp
View file @ 7a39c994
......@@ -20,32 +20,31 @@ using namespace std;
using namespace ngraph::runtime::cpu;
CallFrame::CallFrame(EntryPoint compiled_function,
size_t n_inputs,
size_t n_outputs,
size_t n_inputs,
const TensorViewPtrs& temps,
const std::vector<std::shared_ptr<CallFrame>>& callees)
: m_n_inputs(n_inputs)
, m_n_outputs(n_outputs)
, m_tensor_views(n_inputs + n_outputs + temps.size())
: m_n_outputs(n_outputs)
, m_n_inputs(n_inputs)
, m_tensor_views(n_outputs + n_inputs + temps.size())
, m_compiled_function(compiled_function)
, m_callees(callees)
{
copy(temps.begin(), temps.end(), m_tensor_views.begin() + m_n_inputs + m_n_outputs);
copy(temps.begin(), temps.end(), m_tensor_views.begin() + m_n_outputs + m_n_inputs);
}
void CallFrame::tensor_call(
const std::vector<std::shared_ptr<ngraph::runtime::TensorView>>& inputs,
const std::vector<std::shared_ptr<ngraph::runtime::TensorView>>& outputs)
{
copy(inputs.begin(), inputs.end(), m_tensor_views.begin());
copy(outputs.begin(), outputs.end(), m_tensor_views.begin() + m_n_inputs);
copy(outputs.begin(), outputs.end(), m_tensor_views.begin());
copy(inputs.begin(), inputs.end(), m_tensor_views.begin() + m_n_outputs);
// Invoke compiled computation
m_compiled_function(this, m_tensor_views, m_callees);
// Don't hold onto inputs/outputs
fill_n(m_tensor_views.begin(), m_n_inputs + m_n_outputs, nullptr);
fill_n(m_tensor_views.begin(), m_n_outputs + m_n_inputs, nullptr);
}
void CallFrame::operator()(const std::vector<std::shared_ptr<ngraph::runtime::Value>>& arguments,
......
src/ngraph/runtime/cpu/call_frame.hpp
View file @ 7a39c994
......@@ -41,8 +41,8 @@ namespace ngraph
{
public:
CallFrame(EntryPoint compiled_function,
size_t n_inputs,
size_t n_outputs,
size_t n_inputs,
const TensorViewPtrs& temps,
const std::vector<std::shared_ptr<CallFrame>>& callees);
......@@ -71,8 +71,8 @@ namespace ngraph
}
protected:
size_t m_n_inputs;
size_t m_n_outputs;
size_t m_n_inputs;
TensorViewPtrs m_tensor_views;
bool m_return;
EntryPoint m_compiled_function;
......
src/ngraph/runtime/cpu/external_function.cpp
View file @ 7a39c994
......@@ -153,7 +153,17 @@ void ExternalFunction::compile(FunctionMap& function_map)
// Determine tensor requirements for the call frame
unordered_map<shared_ptr<ngraph::descriptor::TensorView>, size_t> tensor_index;
// First come the function inputs
// First come the function outputs
for (const descriptor::Output& output : m_function->get_result()->get_outputs())
{
auto tv = output.get_tensor_view();
size_t index = tensor_index.size();
tensor_index[tv] = index;
}
m_n_outputs = tensor_index.size();
// Next are the function inputs
for (auto param : m_function->get_parameters())
{
for (const descriptor::Output& output : param->get_outputs())
......@@ -163,16 +173,7 @@ void ExternalFunction::compile(FunctionMap& function_map)
tensor_index[tv] = index;
}
}
m_n_inputs = tensor_index.size();
// Next are the function outputs
for (const descriptor::Output& output : m_function->get_result()->get_outputs())
{
auto tv = output.get_tensor_view();
size_t index = tensor_index.size();
tensor_index[tv] = index;
}
m_n_outputs = tensor_index.size() - m_n_inputs;
m_n_inputs = tensor_index.size() - m_n_outputs;
// All remaining tensor views
for (shared_ptr<Node> node : m_function->get_ordered_ops())
......@@ -344,5 +345,5 @@ shared_ptr<ngraph::runtime::CallFrame> ExternalFunction::make_call_frame()
#undef M
}
return make_shared<ngraph::runtime::cpu::CallFrame>(
compiled_function, m_n_inputs, m_n_outputs, temps, callees);
compiled_function, m_n_outputs, m_n_inputs, temps, callees);
}
test/CMakeLists.txt
View file @ 7a39c994
......@@ -24,7 +24,6 @@ include_directories(
set (SRC
build_graph.cpp
eigen.cpp
execute.cpp
input_output_assign.cpp
main.cpp
op.cpp
......@@ -42,6 +41,14 @@ set (SRC
uuid.cpp
)
#================================================================================================
# To auto generate a suite of unit tests for a backend add a line like this
# set(BACKEND_NAMES ${BACKEND_NAMES} "BACKEND_NAME_GOES_HERE")
# and replace BACKEND_NAME_GOES_HERE with your backend name.
# The code for the unit test suite is in test/backend_test.in.cpp
#================================================================================================
set(BACKEND_NAMES ${BACKEND_NAMES} "NGVM")
if(MKLDNN_INCLUDE_DIR)
include_directories(SYSTEM ${MKLDNN_INCLUDE_DIR})
link_directories(${MKLDNN_LIB_DIR})
......@@ -50,9 +57,16 @@ endif()
if(LLVM_INCLUDE_DIR)
include_directories(SYSTEM ${LLVM_INCLUDE_DIR})
set(SRC ${SRC} codegen.cpp cpu.cpp)
set(SRC ${SRC} codegen.cpp)
set(BACKEND_NAMES ${BACKEND_NAMES} "CPU")
endif()
foreach(BACKEND_NAME ${BACKEND_NAMES})
configure_file(backend_test.in.cpp backend_test_${BACKEND_NAME}.cpp)
set(SRC ${SRC} ${CMAKE_CURRENT_BINARY_DIR}/backend_test_${BACKEND_NAME}.cpp)
message(STATUS "Adding unit test for backend ${BACKEND_NAME}")
endforeach()
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -DCURDIR=\\\"${CMAKE_CURRENT_SOURCE_DIR}\\\"")
......
test/execute.cpp → test/backend_test.in.cpp
View file @ 7a39c994
......@@ -21,7 +21,7 @@
using namespace std;
using namespace ngraph;
TEST(execute, abc)
TEST(${BACKEND_NAME}, abc)
{
auto shape = Shape{2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
......@@ -30,7 +30,7 @@ TEST(execute, abc)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>((A + B) * C, rt, op::Parameters{A, B, C});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -54,7 +54,7 @@ TEST(execute, abc)
ASSERT_EQ(*result, (runtime::NDArray<float, 2>({{50, 72}, {98, 128}})));
}
TEST(execute, abc_int64)
TEST(${BACKEND_NAME}, abc_int64)
{
auto shape = Shape{2, 2};
auto A = make_shared<op::Parameter>(element::Int64::element_type(), shape);
......@@ -63,7 +63,7 @@ TEST(execute, abc_int64)
auto rt = make_shared<TensorViewType>(element::Int64::element_type(), shape);
auto f = make_shared<Function>((A + B) * C, rt, op::Parameters{A, B, C});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -88,7 +88,7 @@ TEST(execute, abc_int64)
}
// Same as abc, but using tuples for input and output
TEST(execute, abc_tuple)
TEST(${BACKEND_NAME}, abc_tuple)
{
auto shape = Shape{2, 2};
......@@ -103,7 +103,7 @@ TEST(execute, abc_tuple)
auto f = make_shared<Function>(
make_shared<op::Tuple>(Nodes{(A + B) * C}), tensor_view_type, op::Parameters{ABC});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -132,7 +132,7 @@ TEST(execute, abc_tuple)
}
// Same as abc, but using tuples for input and output
TEST(execute, abc_tuple_int64)
TEST(${BACKEND_NAME}, abc_tuple_int64)
{
auto shape = Shape{2, 2};
......@@ -147,7 +147,7 @@ TEST(execute, abc_tuple_int64)
auto f = make_shared<Function>(
make_shared<op::Tuple>(Nodes{(A + B) * C}), tensor_view_type, op::Parameters{ABC});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -176,7 +176,7 @@ TEST(execute, abc_tuple_int64)
}
// Multiple retrive values
TEST(execute, tuple_result)
TEST(${BACKEND_NAME}, tuple_result)
{
auto shape = Shape{2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
......@@ -191,7 +191,7 @@ TEST(execute, tuple_result)
auto f = make_shared<Function>(
make_shared<op::Tuple>(Nodes{A_add_B, A_add_B_mul_C}), rt, op::Parameters{A, B, C});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -213,14 +213,14 @@ TEST(execute, tuple_result)
ASSERT_EQ((vector<float>{54, 80, 110, 144}), r1->get_vector());
}
TEST(execute, abs)
TEST(${BACKEND_NAME}, abs)
{
auto shape = Shape{2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
auto result_type = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Abs>(A), result_type, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -234,7 +234,7 @@ TEST(execute, abs)
ASSERT_EQ((vector<float>{1, 2, 0, 4.8f}), result->get_vector());
}
TEST(execute, concat_matrix_colwise)
TEST(${BACKEND_NAME}, concat_matrix_colwise)
{
auto shape_a = Shape{2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape_a);
......@@ -247,7 +247,7 @@ TEST(execute, concat_matrix_colwise)
auto f = make_shared<Function>(
make_shared<op::Concat>(Nodes{A, B, C}, 1), rt, op::Parameters{A, B, C});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -266,7 +266,7 @@ TEST(execute, concat_matrix_colwise)
result->get_vector());
}
TEST(execute, concat_matrix_rowwise)
TEST(${BACKEND_NAME}, concat_matrix_rowwise)
{
auto shape_a = Shape{2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape_a);
......@@ -279,7 +279,7 @@ TEST(execute, concat_matrix_rowwise)
auto f = make_shared<Function>(
make_shared<op::Concat>(Nodes{A, B, C}, 0), rt, op::Parameters{A, B, C});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -298,7 +298,7 @@ TEST(execute, concat_matrix_rowwise)
result->get_vector());
}
TEST(execute, concat_matrix_int64)
TEST(${BACKEND_NAME}, concat_matrix_int64)
{
auto shape_a = Shape{2, 2};
auto A = make_shared<op::Parameter>(element::Int64::element_type(), shape_a);
......@@ -311,7 +311,7 @@ TEST(execute, concat_matrix_int64)
auto f = make_shared<Function>(
make_shared<op::Concat>(Nodes{A, B, C}, 0), rt, op::Parameters{A, B, C});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -330,7 +330,7 @@ TEST(execute, concat_matrix_int64)
result->get_vector());
}
TEST(execute, concat_vector)
TEST(${BACKEND_NAME}, concat_vector)
{
auto shape_a = Shape{4};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape_a);
......@@ -343,7 +343,7 @@ TEST(execute, concat_vector)
auto f = make_shared<Function>(
make_shared<op::Concat>(Nodes{A, B, C}, 0), rt, op::Parameters{A, B, C});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -361,9 +361,9 @@ TEST(execute, concat_vector)
ASSERT_EQ((vector<float>{2, 4, 8, 16, 1, 2, 4, 8, 16, 32, 18, 19}), result->get_vector());
}
TEST(execute, divide)
TEST(${BACKEND_NAME}, divide)
{
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto backend = manager->allocate_backend();
auto shape = Shape{2, 2};
......@@ -391,7 +391,7 @@ TEST(execute, divide)
ASSERT_EQ((vector<float>{2, 2, 2, 2}), result->get_vector());
}
TEST(execute, equal)
TEST(${BACKEND_NAME}, equal)
{
auto shape = Shape{2, 2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
......@@ -399,7 +399,7 @@ TEST(execute, equal)
auto rt = make_shared<TensorViewType>(element::Bool::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Equal>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -415,7 +415,7 @@ TEST(execute, equal)
ASSERT_EQ((vector<char>{1, 1, 0, 0, 0, 1, 1, 0}), result->get_vector());
}
TEST(execute, dot_0_0)
TEST(${BACKEND_NAME}, dot_0_0)
{
auto shape = Shape{0};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
......@@ -424,7 +424,7 @@ TEST(execute, dot_0_0)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), Shape{});
auto f = make_shared<Function>(make_shared<op::Dot>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -440,13 +440,13 @@ TEST(execute, dot_0_0)
ASSERT_EQ((vector<float>{0}), result->get_vector());
}
TEST(execute, dot_matrix_2x0_0x2)
TEST(${BACKEND_NAME}, dot_matrix_2x0_0x2)
{
auto shape_a = Shape{2, 0};
auto shape_b = Shape{0, 2};
auto shape_r = Shape{2, 2};
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto backend = manager->allocate_backend();
auto make_external = [&]() {
......@@ -472,7 +472,7 @@ TEST(execute, dot_matrix_2x0_0x2)
ASSERT_EQ((vector<float>{0, 0, 0, 0}), result->get_vector());
}
TEST(execute, dot_matrix_0x2_2x0)
TEST(${BACKEND_NAME}, dot_matrix_0x2_2x0)
{
auto shape_a = Shape{0, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape_a);
......@@ -482,7 +482,7 @@ TEST(execute, dot_matrix_0x2_2x0)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape_r);
auto f = make_shared<Function>(make_shared<op::Dot>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -498,7 +498,7 @@ TEST(execute, dot_matrix_0x2_2x0)
ASSERT_EQ((vector<float>{}), result->get_vector());
}
TEST(execute, dot_matrix_3x2_2x0)
TEST(${BACKEND_NAME}, dot_matrix_3x2_2x0)
{
auto shape_a = Shape{3, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape_a);
......@@ -508,7 +508,7 @@ TEST(execute, dot_matrix_3x2_2x0)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape_r);
auto f = make_shared<Function>(make_shared<op::Dot>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -524,7 +524,7 @@ TEST(execute, dot_matrix_3x2_2x0)
ASSERT_EQ((vector<float>{}), result->get_vector());
}
TEST(execute, dot_scalar_0x2)
TEST(${BACKEND_NAME}, dot_scalar_0x2)
{
auto shape_a = Shape{};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape_a);
......@@ -534,7 +534,7 @@ TEST(execute, dot_scalar_0x2)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape_r);
auto f = make_shared<Function>(make_shared<op::Dot>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -550,7 +550,7 @@ TEST(execute, dot_scalar_0x2)
ASSERT_EQ((vector<float>{}), result->get_vector());
}
TEST(execute, dot_2x0_0)
TEST(${BACKEND_NAME}, dot_2x0_0)
{
auto shape_a = Shape{2, 0};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape_a);
......@@ -560,7 +560,7 @@ TEST(execute, dot_2x0_0)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape_r);
auto f = make_shared<Function>(make_shared<op::Dot>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -576,7 +576,7 @@ TEST(execute, dot_2x0_0)
ASSERT_EQ((vector<float>{0, 0}), result->get_vector());
}
TEST(execute, dot1d)
TEST(${BACKEND_NAME}, dot1d)
{
auto shape = Shape{4};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
......@@ -585,7 +585,7 @@ TEST(execute, dot1d)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), Shape{});
auto f = make_shared<Function>(make_shared<op::Dot>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -601,7 +601,7 @@ TEST(execute, dot1d)
ASSERT_EQ((vector<float>{170}), result->get_vector());
}
TEST(execute, dot2d)
TEST(${BACKEND_NAME}, dot2d)
{
auto shape = Shape{2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
......@@ -610,7 +610,7 @@ TEST(execute, dot2d)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Dot>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -626,7 +626,7 @@ TEST(execute, dot2d)
ASSERT_EQ((vector<float>{19, 22, 43, 50}), result->get_vector());
}
TEST(execute, dot_scalar_tensor_arg0)
TEST(${BACKEND_NAME}, dot_scalar_tensor_arg0)
{
auto shape_a = Shape{};
auto shape_b = Shape{2, 2, 2};
......@@ -635,7 +635,7 @@ TEST(execute, dot_scalar_tensor_arg0)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape_b);
auto f = make_shared<Function>(make_shared<op::Dot>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -651,7 +651,7 @@ TEST(execute, dot_scalar_tensor_arg0)
ASSERT_EQ((vector<float>{6, 12, 18, 24, 30, 36, 42, 48}), result->get_vector());
}
TEST(execute, dot_scalar_tensor_arg1)
TEST(${BACKEND_NAME}, dot_scalar_tensor_arg1)
{
auto shape_a = Shape{2, 2, 2};
auto shape_b = Shape{};
......@@ -660,7 +660,7 @@ TEST(execute, dot_scalar_tensor_arg1)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape_a);
auto f = make_shared<Function>(make_shared<op::Dot>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -676,7 +676,7 @@ TEST(execute, dot_scalar_tensor_arg1)
ASSERT_EQ((vector<float>{6, 12, 18, 24, 30, 36, 42, 48}), result->get_vector());
}
TEST(execute, dot_scalar_scalar)
TEST(${BACKEND_NAME}, dot_scalar_scalar)
{
auto shape = Shape{};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
......@@ -684,7 +684,7 @@ TEST(execute, dot_scalar_scalar)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Dot>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -700,7 +700,7 @@ TEST(execute, dot_scalar_scalar)
ASSERT_EQ((vector<float>{48}), result->get_vector());
}
TEST(execute, dot_matrix_vector)
TEST(${BACKEND_NAME}, dot_matrix_vector)
{
auto shape_a = Shape{4, 4};
auto shape_b = Shape{4};
......@@ -710,7 +710,7 @@ TEST(execute, dot_matrix_vector)
auto f = make_shared<Function>(make_shared<op::Dot>(A, B), rt, op::Parameters{A, B});
auto shape_r = Shape{4};
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -726,7 +726,7 @@ TEST(execute, dot_matrix_vector)
ASSERT_EQ((vector<float>{190, 486, 782, 1078}), result->get_vector());
}
TEST(execute, dot_matrix_vector_int64)
TEST(${BACKEND_NAME}, dot_matrix_vector_int64)
{
auto shape_a = Shape{4, 4};
auto shape_b = Shape{4};
......@@ -736,7 +736,7 @@ TEST(execute, dot_matrix_vector_int64)
auto f = make_shared<Function>(make_shared<op::Dot>(A, B), rt, op::Parameters{A, B});
auto shape_r = Shape{4};
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -752,7 +752,7 @@ TEST(execute, dot_matrix_vector_int64)
ASSERT_EQ((vector<element::Int64::type>{190, 486, 782, 1078}), result->get_vector());
}
TEST(execute, greater)
TEST(${BACKEND_NAME}, greater)
{
auto shape = Shape{2, 2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
......@@ -760,7 +760,7 @@ TEST(execute, greater)
auto rt = make_shared<TensorViewType>(element::Bool::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Greater>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -776,7 +776,7 @@ TEST(execute, greater)
ASSERT_EQ((vector<char>{0, 1, 0, 1, 0, 1, 1, 0}), result->get_vector());
}
TEST(execute, greatereq)
TEST(${BACKEND_NAME}, greatereq)
{
auto shape = Shape{2, 2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
......@@ -784,7 +784,7 @@ TEST(execute, greatereq)
auto rt = make_shared<TensorViewType>(element::Bool::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::GreaterEq>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -800,7 +800,7 @@ TEST(execute, greatereq)
ASSERT_EQ((vector<char>{1, 1, 1, 1, 0, 1, 1, 0}), result->get_vector());
}
TEST(execute, less)
TEST(${BACKEND_NAME}, less)
{
auto shape = Shape{2, 2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
......@@ -808,7 +808,7 @@ TEST(execute, less)
auto rt = make_shared<TensorViewType>(element::Bool::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Less>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -824,7 +824,7 @@ TEST(execute, less)
ASSERT_EQ((vector<char>{0, 0, 1, 0, 1, 0, 0, 1}), result->get_vector());
}
TEST(execute, lesseq)
TEST(${BACKEND_NAME}, lesseq)
{
auto shape = Shape{2, 2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
......@@ -832,7 +832,7 @@ TEST(execute, lesseq)
auto rt = make_shared<TensorViewType>(element::Bool::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::LessEq>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -848,7 +848,7 @@ TEST(execute, lesseq)
ASSERT_EQ((vector<char>{1, 0, 1, 0, 1, 1, 0, 1}), result->get_vector());
}
TEST(execute, lesseq_bool)
TEST(${BACKEND_NAME}, lesseq_bool)
{
auto shape = Shape{2, 2, 2};
auto A = make_shared<op::Parameter>(element::Bool::element_type(), shape);
......@@ -856,7 +856,7 @@ TEST(execute, lesseq_bool)
auto rt = make_shared<TensorViewType>(element::Bool::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::LessEq>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -872,14 +872,14 @@ TEST(execute, lesseq_bool)
ASSERT_EQ((vector<char>{0, 0, 0, 0, 0, 0, 0, 0}), result->get_vector());
}
TEST(execute, log)
TEST(${BACKEND_NAME}, log)
{
auto shape = Shape{2, 2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Log>(A), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -898,7 +898,7 @@ TEST(execute, log)
ASSERT_EQ(loga, result->get_vector());
}
TEST(execute, maximum)
TEST(${BACKEND_NAME}, maximum)
{
auto shape = Shape{2, 2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
......@@ -906,7 +906,7 @@ TEST(execute, maximum)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Maximum>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -922,7 +922,7 @@ TEST(execute, maximum)
ASSERT_EQ((vector<float>{1, 8, 4, 17, 0, 0.5, 2, 1.5}), result->get_vector());
}
TEST(execute, minimum)
TEST(${BACKEND_NAME}, minimum)
{
auto shape = Shape{2, 2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
......@@ -930,7 +930,7 @@ TEST(execute, minimum)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Minimum>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -946,14 +946,14 @@ TEST(execute, minimum)
ASSERT_EQ((vector<float>{1, 2, -8, 8, -.5, 0, 1, 1}), result->get_vector());
}
TEST(execute, negative)
TEST(${BACKEND_NAME}, negative)
{
auto shape = Shape{2, 3};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Negative>(A), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -967,7 +967,7 @@ TEST(execute, negative)
ASSERT_EQ((vector<float>{-1, 2, 0, 4.8f, -8.6f, 8.6f}), result->get_vector());
}
TEST(execute, notequal)
TEST(${BACKEND_NAME}, notequal)
{
auto shape = Shape{2, 2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
......@@ -975,7 +975,7 @@ TEST(execute, notequal)
auto rt = make_shared<TensorViewType>(element::Bool::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::NotEqual>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -991,7 +991,7 @@ TEST(execute, notequal)
ASSERT_EQ((vector<char>{0, 0, 1, 1, 1, 0, 0, 1}), result->get_vector());
}
TEST(execute, select)
TEST(${BACKEND_NAME}, select)
{
auto shape = Shape{2, 2, 2};
auto A = make_shared<op::Parameter>(element::Bool::element_type(), shape);
......@@ -1000,7 +1000,7 @@ TEST(execute, select)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Select>(A, B, C), rt, op::Parameters{A, B, C});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1018,7 +1018,7 @@ TEST(execute, select)
ASSERT_EQ((vector<float>{11, 2, 3, 14, 15, 6, 17, 8}), result->get_vector());
}
TEST(execute, subtract)
TEST(${BACKEND_NAME}, subtract)
{
auto shape = Shape{2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
......@@ -1026,7 +1026,7 @@ TEST(execute, subtract)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Subtract>(A, B), rt, op::Parameters{A, B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1042,7 +1042,7 @@ TEST(execute, subtract)
ASSERT_EQ((vector<float>{1, 2, 4, 8}), result->get_vector());
}
TEST(execute, scalar_constant)
TEST(${BACKEND_NAME}, scalar_constant)
{
auto shape = Shape{};
auto t = ngraph::runtime::make_tensor<element::Float32>(shape);
......@@ -1051,7 +1051,7 @@ TEST(execute, scalar_constant)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(A, rt, op::Parameters{});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1063,7 +1063,7 @@ TEST(execute, scalar_constant)
ASSERT_EQ((vector<float>{-3.0f}), result->get_vector());
}
TEST(execute, tensor_constant)
TEST(${BACKEND_NAME}, tensor_constant)
{
auto shape = Shape{2, 2, 2};
auto t = ngraph::runtime::make_tensor<element::Float32>(shape);
......@@ -1072,7 +1072,7 @@ TEST(execute, tensor_constant)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(A, rt, op::Parameters{});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1084,7 +1084,7 @@ TEST(execute, tensor_constant)
ASSERT_EQ((vector<float>{1, 2, 3, 4, 5, 6, 7, 8}), result->get_vector());
}
TEST(execute, tensor_constant_with_op)
TEST(${BACKEND_NAME}, tensor_constant_with_op)
{
auto shape = Shape{2, 2, 2};
auto t = ngraph::runtime::make_tensor<element::Float32>(shape);
......@@ -1093,7 +1093,7 @@ TEST(execute, tensor_constant_with_op)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Abs>(A), rt, op::Parameters{});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1105,7 +1105,7 @@ TEST(execute, tensor_constant_with_op)
ASSERT_EQ((vector<float>{1, 2, 3, 4, 5, 6, 7, 8}), result->get_vector());
}
TEST(execute, function_call)
TEST(${BACKEND_NAME}, function_call)
{
// First create "f(A,B,C) = (A+B)*C".
auto shape = Shape{2, 2};
......@@ -1126,7 +1126,7 @@ TEST(execute, function_call)
op::Parameters{X, Y, Z});
// Now call g on some test vectors.
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(g);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1149,7 +1149,7 @@ TEST(execute, function_call)
ASSERT_EQ((vector<float>{100, 144, 196, 256}), result->get_vector());
}
TEST(execute, broadcast_scalar_vector)
TEST(${BACKEND_NAME}, broadcast_scalar_vector)
{
auto shape_a = Shape{};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape_a);
......@@ -1158,7 +1158,7 @@ TEST(execute, broadcast_scalar_vector)
auto f = make_shared<Function>(
make_shared<op::Broadcast>(A, shape_r, AxisSet{0}), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1172,7 +1172,7 @@ TEST(execute, broadcast_scalar_vector)
ASSERT_EQ((vector<float>{6, 6, 6, 6}), result->get_vector());
}
TEST(execute, broadcast_scalar_matrix)
TEST(${BACKEND_NAME}, broadcast_scalar_matrix)
{
auto shape_a = Shape{};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape_a);
......@@ -1181,7 +1181,7 @@ TEST(execute, broadcast_scalar_matrix)
auto f = make_shared<Function>(
make_shared<op::Broadcast>(A, shape_r, AxisSet{0, 1}), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1195,7 +1195,7 @@ TEST(execute, broadcast_scalar_matrix)
ASSERT_EQ((vector<float>{6, 6, 6, 6}), result->get_vector());
}
TEST(execute, broadcast_scalar_tensor)
TEST(${BACKEND_NAME}, broadcast_scalar_tensor)
{
auto shape_a = Shape{};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape_a);
......@@ -1204,7 +1204,7 @@ TEST(execute, broadcast_scalar_tensor)
auto f = make_shared<Function>(
make_shared<op::Broadcast>(A, shape_r, AxisSet{0, 1, 2}), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1218,7 +1218,7 @@ TEST(execute, broadcast_scalar_tensor)
ASSERT_EQ((vector<float>{6, 6, 6, 6, 6, 6, 6, 6}), result->get_vector());
}
TEST(execute, broadcast_trivial)
TEST(${BACKEND_NAME}, broadcast_trivial)
{
auto shape = Shape{2, 2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
......@@ -1226,7 +1226,7 @@ TEST(execute, broadcast_trivial)
auto f = make_shared<Function>(
make_shared<op::Broadcast>(A, shape, AxisSet{}), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1240,7 +1240,7 @@ TEST(execute, broadcast_trivial)
ASSERT_EQ((vector<float>{2, 4, 6, 8, 16, 32, 64, 128}), result->get_vector());
}
TEST(execute, broadcast_vector_colwise)
TEST(${BACKEND_NAME}, broadcast_vector_colwise)
{
auto shape_a = Shape{3};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape_a);
......@@ -1249,7 +1249,7 @@ TEST(execute, broadcast_vector_colwise)
auto f = make_shared<Function>(
make_shared<op::Broadcast>(A, shape_r, AxisSet{1}), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1263,7 +1263,7 @@ TEST(execute, broadcast_vector_colwise)
ASSERT_EQ((vector<float>{1, 1, 1, 1, 2, 2, 2, 2, 3, 3, 3, 3}), result->get_vector());
}
TEST(execute, broadcast_vector_rowwise)
TEST(${BACKEND_NAME}, broadcast_vector_rowwise)
{
auto shape_a = Shape{4};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape_a);
......@@ -1272,7 +1272,7 @@ TEST(execute, broadcast_vector_rowwise)
auto f = make_shared<Function>(
make_shared<op::Broadcast>(A, shape_r, AxisSet{0}), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1286,7 +1286,7 @@ TEST(execute, broadcast_vector_rowwise)
ASSERT_EQ((vector<float>{1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4}), result->get_vector());
}
TEST(execute, broadcast_vector_rowwise_int64)
TEST(${BACKEND_NAME}, broadcast_vector_rowwise_int64)
{
auto shape_a = Shape{4};
auto A = make_shared<op::Parameter>(element::Int64::element_type(), shape_a);
......@@ -1295,7 +1295,7 @@ TEST(execute, broadcast_vector_rowwise_int64)
auto f = make_shared<Function>(
make_shared<op::Broadcast>(A, shape_r, AxisSet{0}), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1310,7 +1310,7 @@ TEST(execute, broadcast_vector_rowwise_int64)
result->get_vector());
}
TEST(execute, convert_int32_float32)
TEST(${BACKEND_NAME}, convert_int32_float32)
{
auto shape = Shape{2, 2};
auto A = make_shared<op::Parameter>(element::Int32::element_type(), shape);
......@@ -1318,7 +1318,7 @@ TEST(execute, convert_int32_float32)
auto f = make_shared<Function>(
make_shared<op::Convert>(A, element::Float32::element_type()), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1332,7 +1332,7 @@ TEST(execute, convert_int32_float32)
ASSERT_EQ((vector<element::Float32::type>{1, 2, 3, 4}), result->get_vector());
}
TEST(execute, convert_int32_bool)
TEST(${BACKEND_NAME}, convert_int32_bool)
{
auto shape = Shape{2, 2};
auto A = make_shared<op::Parameter>(element::Int32::element_type(), shape);
......@@ -1340,7 +1340,7 @@ TEST(execute, convert_int32_bool)
auto f = make_shared<Function>(
make_shared<op::Convert>(A, element::Bool::element_type()), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1354,7 +1354,7 @@ TEST(execute, convert_int32_bool)
ASSERT_EQ((vector<element::Bool::type>{1, 2, 3, 4}), result->get_vector());
}
TEST(execute, convert_float32_bool)
TEST(${BACKEND_NAME}, convert_float32_bool)
{
auto shape = Shape{2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
......@@ -1362,7 +1362,7 @@ TEST(execute, convert_float32_bool)
auto f = make_shared<Function>(
make_shared<op::Convert>(A, element::Bool::element_type()), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1377,7 +1377,7 @@ TEST(execute, convert_float32_bool)
}
// Trivial case with no reduction axes.
TEST(execute, reduce_trivial)
TEST(${BACKEND_NAME}, reduce_trivial)
{
// First, the reduction function (f(x:float32[],y:float32[]) = x+y).
auto f_A = make_shared<op::Parameter>(element::Float32::element_type(), Shape{});
......@@ -1393,7 +1393,7 @@ TEST(execute, reduce_trivial)
auto g = make_shared<Function>(
make_shared<op::Reduce>(g_A, g_B, f, AxisSet{}), g_rt, op::Parameters{g_A, g_B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(g);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1409,7 +1409,7 @@ TEST(execute, reduce_trivial)
ASSERT_EQ((vector<float>{1, 2, 3, 4}), result->get_vector());
}
TEST(execute, reduce_to_scalar)
TEST(${BACKEND_NAME}, reduce_to_scalar)
{
// First, the reduction function (f(x:float32[],y:float32[]) = x+y).
auto f_A = make_shared<op::Parameter>(element::Float32::element_type(), Shape{});
......@@ -1425,7 +1425,7 @@ TEST(execute, reduce_to_scalar)
auto g = make_shared<Function>(
make_shared<op::Reduce>(g_A, g_B, f, AxisSet{0, 1}), g_rt, op::Parameters{g_A, g_B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(g);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1446,7 +1446,7 @@ TEST(execute, reduce_to_scalar)
ASSERT_EQ((vector<float>{0}), b->get_vector());
}
TEST(execute, reduce_matrix_columns)
TEST(${BACKEND_NAME}, reduce_matrix_columns)
{
// First, the reduction function (f(x:float32[],y:float32[]) = x+y).
auto f_A = make_shared<op::Parameter>(element::Float32::element_type(), Shape{});
......@@ -1463,7 +1463,7 @@ TEST(execute, reduce_matrix_columns)
auto g = make_shared<Function>(
make_shared<op::Reduce>(g_A, g_B, f, AxisSet{0}), g_rt, op::Parameters{g_A, g_B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(g);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1484,7 +1484,7 @@ TEST(execute, reduce_matrix_columns)
ASSERT_EQ((vector<float>{0}), b->get_vector());
}
TEST(execute, reduce_matrix_rows)
TEST(${BACKEND_NAME}, reduce_matrix_rows)
{
// First, the reduction function (f(x:float32[],y:float32[]) = x+y).
auto f_A = make_shared<op::Parameter>(element::Float32::element_type(), Shape{});
......@@ -1501,7 +1501,7 @@ TEST(execute, reduce_matrix_rows)
auto g = make_shared<Function>(
make_shared<op::Reduce>(g_A, g_B, f, AxisSet{1}), g_rt, op::Parameters{g_A, g_B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(g);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1522,7 +1522,7 @@ TEST(execute, reduce_matrix_rows)
ASSERT_EQ((vector<float>{0}), b->get_vector());
}
TEST(execute, reduce_matrix_rows_zero)
TEST(${BACKEND_NAME}, reduce_matrix_rows_zero)
{
// First, the reduction function (f(x:float32[],y:float32[]) = x+y).
auto f_A = make_shared<op::Parameter>(element::Float32::element_type(), Shape{});
......@@ -1539,7 +1539,7 @@ TEST(execute, reduce_matrix_rows_zero)
auto g = make_shared<Function>(
make_shared<op::Reduce>(g_A, g_B, f, AxisSet{1}), g_rt, op::Parameters{g_A, g_B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(g);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1560,7 +1560,7 @@ TEST(execute, reduce_matrix_rows_zero)
ASSERT_EQ((vector<float>{66}), b->get_vector());
}
TEST(execute, reduce_matrix_cols_zero)
TEST(${BACKEND_NAME}, reduce_matrix_cols_zero)
{
// First, the reduction function (f(x:float32[],y:float32[]) = x+y).
auto f_A = make_shared<op::Parameter>(element::Float32::element_type(), Shape{});
......@@ -1577,7 +1577,7 @@ TEST(execute, reduce_matrix_cols_zero)
auto g = make_shared<Function>(
make_shared<op::Reduce>(g_A, g_B, f, AxisSet{0}), g_rt, op::Parameters{g_A, g_B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(g);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1598,7 +1598,7 @@ TEST(execute, reduce_matrix_cols_zero)
ASSERT_EQ((vector<float>{77}), b->get_vector());
}
TEST(execute, reduce_vector_zero)
TEST(${BACKEND_NAME}, reduce_vector_zero)
{
// First, the reduction function (f(x:float32[],y:float32[]) = x+y).
auto f_A = make_shared<op::Parameter>(element::Float32::element_type(), Shape{});
......@@ -1615,7 +1615,7 @@ TEST(execute, reduce_vector_zero)
auto g = make_shared<Function>(
make_shared<op::Reduce>(g_A, g_B, f, AxisSet{0}), g_rt, op::Parameters{g_A, g_B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(g);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1636,7 +1636,7 @@ TEST(execute, reduce_vector_zero)
ASSERT_EQ((vector<float>{88}), b->get_vector());
}
TEST(execute, reduce_matrix_to_scalar_zero_by_zero)
TEST(${BACKEND_NAME}, reduce_matrix_to_scalar_zero_by_zero)
{
// First, the reduction function (f(x:float32[],y:float32[]) = x+y).
auto f_A = make_shared<op::Parameter>(element::Float32::element_type(), Shape{});
......@@ -1653,7 +1653,7 @@ TEST(execute, reduce_matrix_to_scalar_zero_by_zero)
auto g = make_shared<Function>(
make_shared<op::Reduce>(g_A, g_B, f, AxisSet{0, 1}), g_rt, op::Parameters{g_A, g_B});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(g);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1674,7 +1674,7 @@ TEST(execute, reduce_matrix_to_scalar_zero_by_zero)
ASSERT_EQ((vector<float>{99}), b->get_vector());
}
TEST(execute, reshape_t2v_012)
TEST(${BACKEND_NAME}, reshape_t2v_012)
{
auto shape_a = Shape{2, 2, 3};
auto A = make_shared<op::Parameter>(
......@@ -1684,7 +1684,7 @@ TEST(execute, reshape_t2v_012)
auto r = make_shared<op::Reshape>(A, AxisVector{0, 1, 2}, shape_r);
auto f = make_shared<Function>(r, rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1698,7 +1698,7 @@ TEST(execute, reshape_t2v_012)
ASSERT_EQ((vector<float>{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12}), result->get_vector());
}
TEST(execute, reshape_t2s_012)
TEST(${BACKEND_NAME}, reshape_t2s_012)
{
auto shape_a = Shape{1, 1, 1};
auto A = make_shared<op::Parameter>(
......@@ -1708,7 +1708,7 @@ TEST(execute, reshape_t2s_012)
auto r = make_shared<op::Reshape>(A, AxisVector{0, 1, 2}, shape_r);
auto f = make_shared<Function>(r, rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1722,7 +1722,7 @@ TEST(execute, reshape_t2s_012)
ASSERT_EQ((vector<float>{6}), result->get_vector());
}
TEST(execute, reshape_t2s_120)
TEST(${BACKEND_NAME}, reshape_t2s_120)
{
auto shape_a = Shape{1, 1, 1};
auto A = make_shared<op::Parameter>(
......@@ -1732,7 +1732,7 @@ TEST(execute, reshape_t2s_120)
auto r = make_shared<op::Reshape>(A, AxisVector{1, 2, 0}, shape_r);
auto f = make_shared<Function>(r, rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1746,7 +1746,7 @@ TEST(execute, reshape_t2s_120)
ASSERT_EQ((vector<float>{6}), result->get_vector());
}
TEST(execute, reshape_s2t)
TEST(${BACKEND_NAME}, reshape_s2t)
{
auto shape_a = Shape{};
auto A = make_shared<op::Parameter>(
......@@ -1756,7 +1756,7 @@ TEST(execute, reshape_s2t)
auto r = make_shared<op::Reshape>(A, AxisVector{}, shape_r);
auto f = make_shared<Function>(r, rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1770,7 +1770,7 @@ TEST(execute, reshape_s2t)
ASSERT_EQ((vector<float>{42}), result->get_vector());
}
TEST(execute, reshape_v2m_col)
TEST(${BACKEND_NAME}, reshape_v2m_col)
{
auto shape_a = Shape{3};
auto A = make_shared<op::Parameter>(
......@@ -1780,7 +1780,7 @@ TEST(execute, reshape_v2m_col)
auto r = make_shared<op::Reshape>(A, AxisVector{0}, shape_r);
auto f = make_shared<Function>(r, rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1794,7 +1794,7 @@ TEST(execute, reshape_v2m_col)
ASSERT_EQ((vector<float>{1, 2, 3}), result->get_vector());
}
TEST(execute, reshape_v2m_row)
TEST(${BACKEND_NAME}, reshape_v2m_row)
{
auto shape_a = Shape{3};
auto A = make_shared<op::Parameter>(
......@@ -1804,7 +1804,7 @@ TEST(execute, reshape_v2m_row)
auto r = make_shared<op::Reshape>(A, AxisVector{0}, shape_r);
auto f = make_shared<Function>(r, rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1818,7 +1818,7 @@ TEST(execute, reshape_v2m_row)
ASSERT_EQ((vector<float>{1, 2, 3}), result->get_vector());
}
TEST(execute, reshape_v2t_middle)
TEST(${BACKEND_NAME}, reshape_v2t_middle)
{
auto shape_a = Shape{3};
auto A = make_shared<op::Parameter>(
......@@ -1828,7 +1828,7 @@ TEST(execute, reshape_v2t_middle)
auto r = make_shared<op::Reshape>(A, AxisVector{0}, shape_r);
auto f = make_shared<Function>(r, rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1842,7 +1842,7 @@ TEST(execute, reshape_v2t_middle)
ASSERT_EQ((vector<float>{1, 2, 3}), result->get_vector());
}
TEST(execute, reshape_m2m_same)
TEST(${BACKEND_NAME}, reshape_m2m_same)
{
auto shape_a = Shape{3, 3};
auto A = make_shared<op::Parameter>(
......@@ -1852,7 +1852,7 @@ TEST(execute, reshape_m2m_same)
auto r = make_shared<op::Reshape>(A, AxisVector{0, 1}, shape_r);
auto f = make_shared<Function>(r, rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1866,7 +1866,7 @@ TEST(execute, reshape_m2m_same)
ASSERT_EQ((vector<float>{1, 2, 3, 4, 5, 6, 7, 8, 9}), result->get_vector());
}
TEST(execute, reshape_m2m_transpose)
TEST(${BACKEND_NAME}, reshape_m2m_transpose)
{
auto shape_a = Shape{3, 3};
auto A = make_shared<op::Parameter>(
......@@ -1876,7 +1876,7 @@ TEST(execute, reshape_m2m_transpose)
auto r = make_shared<op::Reshape>(A, AxisVector{1, 0}, shape_r);
auto f = make_shared<Function>(r, rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1890,7 +1890,7 @@ TEST(execute, reshape_m2m_transpose)
ASSERT_EQ((vector<float>{1, 4, 7, 2, 5, 8, 3, 6, 9}), result->get_vector());
}
TEST(execute, reshape_m2m_dim_change_transpose)
TEST(${BACKEND_NAME}, reshape_m2m_dim_change_transpose)
{
auto shape_a = Shape{3, 2};
auto A = make_shared<op::Parameter>(
......@@ -1900,7 +1900,7 @@ TEST(execute, reshape_m2m_dim_change_transpose)
auto r = make_shared<op::Reshape>(A, AxisVector{1, 0}, shape_r);
auto f = make_shared<Function>(r, rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1914,14 +1914,14 @@ TEST(execute, reshape_m2m_dim_change_transpose)
ASSERT_EQ((vector<float>{1, 3, 5, 2, 4, 6}), result->get_vector());
}
TEST(execute, sin)
TEST(${BACKEND_NAME}, sin)
{
auto shape = Shape{6};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
auto result_type = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Sin>(A), result_type, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1940,14 +1940,14 @@ TEST(execute, sin)
ASSERT_EQ(input, result->get_vector());
}
TEST(execute, cos)
TEST(${BACKEND_NAME}, cos)
{
auto shape = Shape{6};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
auto result_type = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Cos>(A), result_type, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1966,14 +1966,14 @@ TEST(execute, cos)
ASSERT_EQ(input, result->get_vector());
}
TEST(execute, tan)
TEST(${BACKEND_NAME}, tan)
{
auto shape = Shape{6};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
auto result_type = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Tan>(A), result_type, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -1992,14 +1992,14 @@ TEST(execute, tan)
ASSERT_EQ(input, result->get_vector());
}
TEST(execute, asin)
TEST(${BACKEND_NAME}, asin)
{
auto shape = Shape{6};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
auto result_type = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Asin>(A), result_type, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2017,14 +2017,14 @@ TEST(execute, asin)
ASSERT_EQ(input, result->get_vector());
}
TEST(execute, acos)
TEST(${BACKEND_NAME}, acos)
{
auto shape = Shape{6};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
auto result_type = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Acos>(A), result_type, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2042,14 +2042,14 @@ TEST(execute, acos)
ASSERT_EQ(input, result->get_vector());
}
TEST(execute, atan)
TEST(${BACKEND_NAME}, atan)
{
auto shape = Shape{6};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
auto result_type = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Atan>(A), result_type, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2067,14 +2067,14 @@ TEST(execute, atan)
ASSERT_EQ(input, result->get_vector());
}
TEST(execute, sinh)
TEST(${BACKEND_NAME}, sinh)
{
auto shape = Shape{6};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
auto result_type = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Sinh>(A), result_type, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2092,14 +2092,14 @@ TEST(execute, sinh)
ASSERT_EQ(input, result->get_vector());
}
TEST(execute, cosh)
TEST(${BACKEND_NAME}, cosh)
{
auto shape = Shape{6};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
auto result_type = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Cosh>(A), result_type, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2117,14 +2117,14 @@ TEST(execute, cosh)
ASSERT_EQ(input, result->get_vector());
}
TEST(execute, tanh)
TEST(${BACKEND_NAME}, tanh)
{
auto shape = Shape{6};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
auto result_type = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Tanh>(A), result_type, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2142,14 +2142,14 @@ TEST(execute, tanh)
ASSERT_EQ(input, result->get_vector());
}
TEST(execute, exp)
TEST(${BACKEND_NAME}, exp)
{
auto shape = Shape{8};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
auto result_type = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Exp>(A), result_type, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2165,7 +2165,7 @@ TEST(execute, exp)
result->get_vector());
}
TEST(execute, slice_scalar)
TEST(${BACKEND_NAME}, slice_scalar)
{
auto shape_a = Shape{};
auto A = make_shared<op::Parameter>(
......@@ -2175,7 +2175,7 @@ TEST(execute, slice_scalar)
auto r = make_shared<op::Slice>(A, Coordinate{}, Coordinate{});
auto f = make_shared<Function>(r, rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2189,7 +2189,7 @@ TEST(execute, slice_scalar)
ASSERT_EQ((vector<float>{312}), result->get_vector());
}
TEST(execute, slice_matrix)
TEST(${BACKEND_NAME}, slice_matrix)
{
auto shape_a = Shape{4, 4};
auto A = make_shared<op::Parameter>(
......@@ -2199,7 +2199,7 @@ TEST(execute, slice_matrix)
auto r = make_shared<op::Slice>(A, Coordinate{0, 1}, Coordinate{3, 3});
auto f = make_shared<Function>(r, rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2213,7 +2213,7 @@ TEST(execute, slice_matrix)
ASSERT_EQ((vector<float>{2, 3, 6, 7, 10, 11}), result->get_vector());
}
TEST(execute, slice_vector)
TEST(${BACKEND_NAME}, slice_vector)
{
auto shape_a = Shape{16};
auto A = make_shared<op::Parameter>(
......@@ -2223,7 +2223,7 @@ TEST(execute, slice_vector)
auto r = make_shared<op::Slice>(A, Coordinate{2}, Coordinate{14});
auto f = make_shared<Function>(r, rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2237,13 +2237,13 @@ TEST(execute, slice_vector)
ASSERT_EQ((vector<float>{2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13}), result->get_vector());
}
TEST(execute, scalar_constant_float32)
TEST(${BACKEND_NAME}, scalar_constant_float32)
{
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), Shape{});
auto r = make_shared<op::Constant>(element::Float32::element_type(), Shape{}, "4.8");
auto f = make_shared<Function>(r, rt, op::Parameters{});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2255,13 +2255,13 @@ TEST(execute, scalar_constant_float32)
ASSERT_EQ(vector<float>{std::strtof("4.8", NULL)}, result->get_vector());
}
TEST(execute, scalar_constant_int64)
TEST(${BACKEND_NAME}, scalar_constant_int64)
{
auto rt = make_shared<TensorViewType>(element::Int64::element_type(), Shape{});
auto r = make_shared<op::Constant>(element::Int64::element_type(), Shape{}, "2112");
auto f = make_shared<Function>(r, rt, op::Parameters{});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2273,7 +2273,7 @@ TEST(execute, scalar_constant_int64)
ASSERT_EQ(vector<element::Int64::type>{std::strtol("2112", NULL, 10)}, result->get_vector());
}
TEST(execute, tensor_constant_float32)
TEST(${BACKEND_NAME}, tensor_constant_float32)
{
auto shape = Shape{2, 2};
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape);
......@@ -2282,7 +2282,7 @@ TEST(execute, tensor_constant_float32)
std::vector<std::string>{"4.8", "4.7", "-5.3", "0"});
auto f = make_shared<Function>(r, rt, op::Parameters{});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2298,7 +2298,7 @@ TEST(execute, tensor_constant_float32)
result->get_vector());
}
TEST(execute, tensor_constant_int64)
TEST(${BACKEND_NAME}, tensor_constant_int64)
{
auto shape = Shape{2, 2};
auto rt = make_shared<TensorViewType>(element::Int64::element_type(), shape);
......@@ -2307,7 +2307,7 @@ TEST(execute, tensor_constant_int64)
std::vector<std::string>{"2112", "1848", "1776", "1964"});
auto f = make_shared<Function>(r, rt, op::Parameters{});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2324,14 +2324,14 @@ TEST(execute, tensor_constant_int64)
}
// Trivial case with no summed axes.
TEST(execute, sum_trivial)
TEST(${BACKEND_NAME}, sum_trivial)
{
auto shape = Shape{2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Sum>(A, AxisSet{}), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2345,14 +2345,14 @@ TEST(execute, sum_trivial)
ASSERT_EQ((vector<float>{1, 2, 3, 4}), result->get_vector());
}
TEST(execute, sum_to_scalar)
TEST(${BACKEND_NAME}, sum_to_scalar)
{
auto shape = Shape{2, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), Shape{});
auto f = make_shared<Function>(make_shared<op::Sum>(A, AxisSet{0, 1}), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2370,7 +2370,7 @@ TEST(execute, sum_to_scalar)
ASSERT_EQ((vector<float>{1, 2, 3, 4}), a->get_vector());
}
TEST(execute, sum_matrix_columns)
TEST(${BACKEND_NAME}, sum_matrix_columns)
{
auto shape_a = Shape{3, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape_a);
......@@ -2378,7 +2378,7 @@ TEST(execute, sum_matrix_columns)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape_rt);
auto f = make_shared<Function>(make_shared<op::Sum>(A, AxisSet{0}), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2396,7 +2396,7 @@ TEST(execute, sum_matrix_columns)
ASSERT_EQ((vector<float>{1, 2, 3, 4, 5, 6}), a->get_vector());
}
TEST(execute, sum_matrix_rows)
TEST(${BACKEND_NAME}, sum_matrix_rows)
{
auto shape_a = Shape{3, 2};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape_a);
......@@ -2404,7 +2404,7 @@ TEST(execute, sum_matrix_rows)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape_rt);
auto f = make_shared<Function>(make_shared<op::Sum>(A, AxisSet{1}), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2422,7 +2422,7 @@ TEST(execute, sum_matrix_rows)
ASSERT_EQ((vector<float>{1, 2, 3, 4, 5, 6}), a->get_vector());
}
TEST(execute, sum_matrix_rows_zero)
TEST(${BACKEND_NAME}, sum_matrix_rows_zero)
{
auto shape_a = Shape{3, 0};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape_a);
......@@ -2430,7 +2430,7 @@ TEST(execute, sum_matrix_rows_zero)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape_rt);
auto f = make_shared<Function>(make_shared<op::Sum>(A, AxisSet{1}), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2448,7 +2448,7 @@ TEST(execute, sum_matrix_rows_zero)
ASSERT_EQ((vector<float>{}), a->get_vector());
}
TEST(execute, sum_matrix_cols_zero)
TEST(${BACKEND_NAME}, sum_matrix_cols_zero)
{
// Now the reduction (g(x:float32[2,2],y:float32[]) = reduce(x,y,f,axes={})).
auto shape_a = Shape{0, 2};
......@@ -2457,7 +2457,7 @@ TEST(execute, sum_matrix_cols_zero)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape_rt);
auto f = make_shared<Function>(make_shared<op::Sum>(A, AxisSet{0}), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2475,7 +2475,7 @@ TEST(execute, sum_matrix_cols_zero)
ASSERT_EQ((vector<float>{}), a->get_vector());
}
TEST(execute, sum_vector_zero)
TEST(${BACKEND_NAME}, sum_vector_zero)
{
auto shape_a = Shape{0};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape_a);
......@@ -2483,7 +2483,7 @@ TEST(execute, sum_vector_zero)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape_rt);
auto f = make_shared<Function>(make_shared<op::Sum>(A, AxisSet{0}), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2501,7 +2501,7 @@ TEST(execute, sum_vector_zero)
ASSERT_EQ((vector<float>{}), a->get_vector());
}
TEST(execute, sum_matrix_to_scalar_zero_by_zero)
TEST(${BACKEND_NAME}, sum_matrix_to_scalar_zero_by_zero)
{
auto shape_a = Shape{0, 0};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape_a);
......@@ -2509,7 +2509,7 @@ TEST(execute, sum_matrix_to_scalar_zero_by_zero)
auto rt = make_shared<TensorViewType>(element::Float32::element_type(), shape_rt);
auto f = make_shared<Function>(make_shared<op::Sum>(A, AxisSet{0, 1}), rt, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......@@ -2527,14 +2527,14 @@ TEST(execute, sum_matrix_to_scalar_zero_by_zero)
ASSERT_EQ((vector<float>{}), a->get_vector());
}
TEST(execute, sign)
TEST(${BACKEND_NAME}, sign)
{
auto shape = Shape{2, 3};
auto A = make_shared<op::Parameter>(element::Float32::element_type(), shape);
auto result_type = make_shared<TensorViewType>(element::Float32::element_type(), shape);
auto f = make_shared<Function>(make_shared<op::Sign>(A), result_type, op::Parameters{A});
auto manager = runtime::Manager::get("NGVM");
auto manager = runtime::Manager::get("${BACKEND_NAME}");
auto external = manager->compile(f);
auto backend = manager->allocate_backend();
auto cf = backend->make_call_frame(external);
......
test/cpu.cpp deleted 100644 → 0
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