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{}});
// output scales
cases.push_back({{{{10, 2}, dt, tag::ab}, {{2, 20}, dt, tag::ab},
{{10, 20}, dt, tag::ab}, data_type::undef},
{P::SCALES | P::COMMON}});
// output scales + per_n + runtime
cases.push_back({{{{10, 2}, dt, tag::ab}, {{2, 20}, dt, tag::ab},
{{10, 20}, dt, tag::ab}, data_type::undef},
{P::SCALES | P::PER_N | P::RUNTIME}});
// post-ops
cases.push_back({{{{10, 1}, dt, tag::ab}, {{1, 20}, dt, tag::ab},
{{10, 20}, dt, tag::ab}},
{P::NONE, {},
{{primitive::kind::eltwise, algorithm::eltwise_relu}}}});
// multiple post-ops
cases.push_back({{{{10, 2}, dt, tag::ab}, {{2, 20}, dt, tag::ab},
{{10, 20}, dt, tag::ab}},
{P::SCALES | P::COMMON, {},
{{primitive::kind::sum},
{primitive::kind::eltwise,
algorithm::eltwise_relu}}}});
// gemm like: output scale + post-ops(sum)
cases.push_back({{{{10, 1}, dt, tag::ab}, {{1, 20}, dt, tag::ab},
{{10, 20}, dt, tag::ab}, data_type::f32},
{P::SCALES | P::COMMON, {}, {{primitive::kind::sum}}}});
// gemm like: output scale + post-ops(sum) + all runtime
cases.push_back({{{{10, 1}, dt, tag::ab, P::SRC | P::RUNTIME},
{{1, 20}, dt, tag::ab, P::WEIGHTS | P::RUNTIME},
{{10, 20}, dt, tag::ab, P::DST | P::RUNTIME},
data_type::f32},
{P::SCALES | P::COMMON | P::RUNTIME, {},
{{primitive::kind::sum}}}});
return ::testing::ValuesIn(cases);
};
GPU_INSTANTIATE_TEST_SUITE_P(Generic_f16, iface, cases_f(data_type::f16));
GPU_INSTANTIATE_TEST_SUITE_P(Generic_bf16, iface, cases_f(data_type::bf16));
INSTANTIATE_TEST_SUITE_P(Generic_f32, iface, cases_f(data_type::f32));
static auto cases_x8 = [](memory::data_type src_dt, memory::data_type dst_dt) {
std::vector<matmul_test_params_t> cases;
// simple case
cases.push_back(
{{{{10, 2}, src_dt, tag::ba}, {{2, 20}, data_type::s8, tag::ab},
{{10, 20}, dst_dt, tag::ab}, data_type::undef},
{}});
// simple case + leading dimensions
cases.push_back(
{{{{10, 1}, src_dt, tag::ba, P::SRC | P::LEADING_DIM},
{{1, 3}, data_type::s8, tag::ba},
{{10, 3}, dst_dt, tag::ab, P::DST | P::LEADING_DIM},
data_type::s8},
{}});
// simple case + leading dimensions + runtime dims
cases.push_back(
{{{{1, 10}, src_dt, tag::ba, P::SRC | P::LEADING_DIM | P::RUNTIME},
{{10, 2}, data_type::s8, tag::ba, P::WEIGHTS | P::RUNTIME},
{{1, 2}, dst_dt, tag::ab,
P::DST | P::LEADING_DIM | P::RUNTIME},
data_type::u8},
{}});
// output scales
cases.push_back(
{{{{10, 2}, src_dt, tag::ab}, {{2, 20}, data_type::s8, tag::ab},
{{10, 20}, dst_dt, tag::ab}, data_type::undef},
{P::SCALES | P::COMMON}});
// output scales + per_n + runtime
cases.push_back(
{{{{10, 2}, src_dt, tag::ab}, {{2, 20}, data_type::s8, tag::ab},
{{10, 20}, dst_dt, tag::ab}, data_type::undef},
{P::SCALES | P::PER_N | P::RUNTIME}});
// zero points
cases.push_back(
{{{{10, 2}, src_dt, tag::ba}, {{2, 20}, data_type::s8, tag::ab},
{{10, 20}, dst_dt, tag::ab}, data_type::f32},
{P::SCALES | P::COMMON,
{P::ZERO_POINTS | P::SRC | P::COMMON,
P::ZERO_POINTS | P::WEIGHTS | P::COMMON,
P::ZERO_POINTS | P::DST | P::COMMON}}});
// zero points + runtime
cases.push_back(
{{{{10, 2}, src_dt, tag::ba}, {{2, 20}, data_type::s8, tag::ab},
{{10, 20}, dst_dt, tag::ab}, data_type::f32},
{P::SCALES | P::COMMON | P::RUNTIME,
{P::ZERO_POINTS | P::SRC | P::COMMON, P::NONE,
P::ZERO_POINTS | P::DST | P::COMMON
| P::RUNTIME}}});
// per_dim_1 zero points + runtime
cases.push_back({{{{10, 2}, src_dt, tag::ba},
{{2, 20}, data_type::s8, tag::ab},
{{10, 20}, dst_dt, tag::ab}, data_type::f32},