Commit 7c45a65f authored by Rostyslav Geyyer's avatar Rostyslav Geyyer
Browse files

Add an additional type option for xdlops gemm

parent 8038fad9
...@@ -31,7 +31,9 @@ enum struct MfmaInstr ...@@ -31,7 +31,9 @@ enum struct MfmaInstr
mfma_i32_16x16x32i8, mfma_i32_16x16x32i8,
mfma_f64_16x16x4f64, mfma_f64_16x16x4f64,
mfma_f32_32x32x16f8f8, mfma_f32_32x32x16f8f8,
mfma_f32_16x16x32f8f8 mfma_f32_16x16x32f8f8,
mfma_f32_32x32x16f8bf8,
mfma_f32_16x16x32f8bf8
}; };
template <MfmaInstr instr> template <MfmaInstr instr>
...@@ -502,10 +504,62 @@ struct mfma_type<MfmaInstr::mfma_f32_16x16x32f8f8> ...@@ -502,10 +504,62 @@ struct mfma_type<MfmaInstr::mfma_f32_16x16x32f8f8>
}; };
#endif #endif
template <typename base_type, index_t MPerXdlops, index_t NPerXdlops> #if defined CK_ENABLE_FP8 && defined CK_ENABLE_BF8
template <>
struct mfma_type<MfmaInstr::mfma_f32_32x32x16f8bf8>
{
static constexpr index_t group_size = 4;
static constexpr index_t num_groups_per_blk = 4;
static constexpr index_t num_regs_per_blk = 16;
static constexpr index_t num_threads_per_blk = 32;
static constexpr index_t wave_size = 64;
static constexpr index_t num_input_blks = 2;
static constexpr index_t num_output_blks = 1;
static constexpr index_t m_per_blk = 32;
static constexpr index_t n_per_blk = 32;
static constexpr index_t k_per_blk = 8;
static constexpr bool is_k_reduction = true;
template <index_t MPerXdlops, index_t NPerXdlops, class FloatA, class FloatB, class FloatC>
__device__ void run(const FloatA& a, const FloatB& b, FloatC& reg_c) const
{
intrin_mfma_f32_32x32x16f8bf8<MPerXdlops, NPerXdlops>::Run(a, b, reg_c);
}
};
template <>
struct mfma_type<MfmaInstr::mfma_f32_16x16x32f8bf8>
{
static constexpr index_t group_size = 4;
static constexpr index_t num_groups_per_blk = 1;
static constexpr index_t num_regs_per_blk = 4;
static constexpr index_t num_threads_per_blk = 16;
static constexpr index_t wave_size = 64;
static constexpr index_t num_input_blks = 4;
static constexpr index_t num_output_blks = 1;
static constexpr index_t m_per_blk = 16;
static constexpr index_t n_per_blk = 16;
static constexpr index_t k_per_blk = 8;
static constexpr bool is_k_reduction = true;
template <index_t MPerXdlops, index_t NPerXdlops, class FloatA, class FloatB, class FloatC>
__device__ void run(const FloatA& a, const FloatB& b, FloatC& reg_c) const
{
intrin_mfma_f32_16x16x32f8bf8<MPerXdlops, NPerXdlops>::Run(a, b, reg_c);
}
};
#endif
template <typename base_type,
index_t MPerXdlops,
index_t NPerXdlops,
typename additional_type = base_type>
struct MfmaSelector struct MfmaSelector
{ {
template <typename base_type_, index_t MPerXdlops_, index_t NPerXdlops_> template <typename base_type_,
index_t MPerXdlops_,
index_t NPerXdlops_,
typename additional_type_ = base_type_>
static constexpr auto GetMfma(); static constexpr auto GetMfma();
template <> template <>
...@@ -656,7 +710,22 @@ struct MfmaSelector ...@@ -656,7 +710,22 @@ struct MfmaSelector
} }
#endif #endif
static constexpr auto selected_mfma = mfma_type<GetMfma<base_type, MPerXdlops, NPerXdlops>()>{}; #if defined CK_ENABLE_FP8 && defined CK_ENABLE_BF8
template <>
static constexpr auto GetMfma<f8_t, 32, 32, bf8_t>()
{
return MfmaInstr::mfma_f32_32x32x16f8bf8;
}
template <>
static constexpr auto GetMfma<f8_t, 16, 16, bf8_t>()
{
return MfmaInstr::mfma_f32_16x16x32f8bf8;
}
#endif
static constexpr auto selected_mfma =
mfma_type<GetMfma<base_type, MPerXdlops, NPerXdlops, additional_type>()>{};
__host__ __device__ constexpr MfmaSelector() __host__ __device__ constexpr MfmaSelector()
{ {
...@@ -703,7 +772,8 @@ template <typename base_type, ...@@ -703,7 +772,8 @@ template <typename base_type,
index_t MPerXdlops, index_t MPerXdlops,
index_t NPerXdlops, index_t NPerXdlops,
index_t KPack, index_t KPack,
bool TransposeC = false> typename additional_type = base_type,
bool TransposeC = false>
struct XdlopsGemm struct XdlopsGemm
{ {
static constexpr auto I0 = Number<0>{}; static constexpr auto I0 = Number<0>{};
...@@ -854,14 +924,18 @@ struct XdlopsGemm ...@@ -854,14 +924,18 @@ struct XdlopsGemm
template <class FloatA, class FloatB, class FloatC> template <class FloatA, class FloatB, class FloatC>
__device__ void Run(const FloatA& p_a_wave, const FloatB& p_b_wave, FloatC& p_c_thread) const __device__ void Run(const FloatA& p_a_wave, const FloatB& p_b_wave, FloatC& p_c_thread) const
{ {
static_assert(is_same<base_type, double>::value || is_same<base_type, float>::value || static_assert(
is_same<base_type, half_t>::value || is_same<base_type, bhalf_t>::value || is_same<base_type, double>::value || is_same<base_type, float>::value ||
is_same<base_type, int8_t>::value is_same<base_type, half_t>::value || is_same<base_type, bhalf_t>::value ||
is_same<base_type, int8_t>::value
#if defined CK_ENABLE_FP8 #if defined CK_ENABLE_FP8
|| is_same<base_type, f8_t>::value || is_same<base_type, f8_t>::value
#endif
#if defined CK_ENABLE_FP8 && defined CK_ENABLE_BF8
|| (is_same<base_type, f8_t>::value && is_same<additional_type, bf8_t>::value)
#endif #endif
, ,
"base base_type must be double, float, half, bfloat16, and int8_t!"); "base base_type must be double, float, half, bfloat16, int8_t, f8_t or bf8_t!");
static_for<0, KPack / mfma_instr.k_per_blk, 1>{}([&](auto k) { static_for<0, KPack / mfma_instr.k_per_blk, 1>{}([&](auto k) {
if constexpr(!TransposeC) if constexpr(!TransposeC)
...@@ -957,7 +1031,7 @@ struct XdlopsGemm ...@@ -957,7 +1031,7 @@ struct XdlopsGemm
return TransposeC ? CIndex4D{blk_td, I0, blk_id, I0} : CIndex4D{I0, blk_id, I0, blk_td}; return TransposeC ? CIndex4D{blk_td, I0, blk_id, I0} : CIndex4D{I0, blk_id, I0, blk_td};
} }
static constexpr auto mfma = MfmaSelector<base_type, MPerXdlops, NPerXdlops>{}; static constexpr auto mfma = MfmaSelector<base_type, MPerXdlops, NPerXdlops, additional_type>{};
static constexpr auto mfma_instr = mfma.selected_mfma; static constexpr auto mfma_instr = mfma.selected_mfma;
......
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