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stijnhstijnh
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Overwrite fast_policy for FP16 and BF16
1 parent f5edbc8 commit e6c8a7c

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4 files changed

+47
-12
lines changed

4 files changed

+47
-12
lines changed

‎include/kernel_float/bf16.h‎

Lines changed: 16 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -181,6 +181,22 @@ struct apply_impl<
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result[0] = r.x, result[1] = r.y;
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}
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};
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// clang-format off
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#define KERNEL_FLOAT_FAST_BF16_DISPATCH(OP) \
187+
template<size_t N> \
188+
struct apply_impl<fast_policy, ops::OP<bfloat16_t>, N, bfloat16_t, bfloat16_t> { \
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KERNEL_FLOAT_INLINE static void \
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call(ops::OP<bfloat16_t>, bfloat16_t* output, const bfloat16_t* input) { \
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float v[N]; \
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map_impl<fast_policy, ops::cast<bfloat16_t, float>, N, float, bfloat16_t>::call({}, v, input); \
193+
map_impl<fast_policy, ops::OP<float>, N, float, float>::call({}, v, v); \
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map_impl<fast_policy, ops::cast<float, bfloat16_t>, N, bfloat16_t, float>::call({}, output, v); \
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} \
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};
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// clang-format on
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KERNEL_FLOAT_FAST_F32_MAP(KERNEL_FLOAT_FAST_BF16_DISPATCH)
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} // namespace detail
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#endif
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‎include/kernel_float/fp16.h‎

Lines changed: 16 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -154,6 +154,22 @@ struct apply_impl<accurate_policy, ops::fma<half_t>, 2, half_t, half_t, half_t,
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result[0] = r.x, result[1] = r.y;
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}
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};
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// clang-format off
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#define KERNEL_FLOAT_FAST_FP16_DISPATCH(OP) \
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template<size_t N> \
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struct apply_impl<fast_policy, ops::OP<half_t>, N, half_t, half_t> { \
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KERNEL_FLOAT_INLINE static void \
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call(ops::OP<half_t>, half_t* output, const half_t* input) { \
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float v[N]; \
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map_impl<fast_policy, ops::cast<half_t, float>, N, float, half_t>::call({}, v, input); \
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map_impl<fast_policy, ops::OP<float>, N, float, float>::call({}, v, v); \
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map_impl<fast_policy, ops::cast<float, half_t>, N, half_t, float>::call({}, output, v); \
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} \
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};
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// clang-format on
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KERNEL_FLOAT_FAST_F32_MAP(KERNEL_FLOAT_FAST_FP16_DISPATCH)
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} // namespace detail
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#endif
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‎include/kernel_float/fp8.h‎

Lines changed: 12 additions & 12 deletions
Original file line numberDiff line numberDiff line change
@@ -64,7 +64,7 @@ struct allow_float_fallback<__nv_fp8_e5m2> {
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#define KERNEL_FLOAT_FP8_CAST2(T, FP8_TY, FP8_INTERP) \
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namespace detail { \
6666
template<> \
67-
struct apply_impl<ops::cast<T, FP8_TY>, 2, FP8_TY, T> { \
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struct apply_impl<accurate_policy, ops::cast<T, FP8_TY>, 2, FP8_TY, T> { \
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KERNEL_FLOAT_INLINE static void call(ops::cast<T, FP8_TY>, FP8_TY* result, const T* v) { \
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__half2_raw x; \
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memcpy(&x, v, 2 * sizeof(T)); \
@@ -73,7 +73,7 @@ struct allow_float_fallback<__nv_fp8_e5m2> {
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} \
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}; \
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template<> \
76-
struct apply_impl<ops::cast<FP8_TY, T>, 2, T, FP8_TY> { \
76+
struct apply_impl<accurate_policy, ops::cast<FP8_TY, T>, 2, T, FP8_TY> { \
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KERNEL_FLOAT_INLINE static void call(ops::cast<FP8_TY, T>, T* result, const FP8_TY* v) { \
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__nv_fp8x2_storage_t x; \
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memcpy(&x, v, 2 * sizeof(FP8_TY)); \
@@ -91,12 +91,12 @@ KERNEL_FLOAT_FP8_CAST(double)
9191
#include "fp16.h"
9292

9393
namespace kernel_float {
94-
KERNEL_FLOAT_DEFINE_PROMOTED_TYPE(__half, __nv_fp8_e4m3)
95-
KERNEL_FLOAT_DEFINE_PROMOTED_TYPE(__half, __nv_fp8_e5m2)
94+
KERNEL_FLOAT_DEFINE_PROMOTED_TYPE(half_t, __nv_fp8_e4m3)
95+
KERNEL_FLOAT_DEFINE_PROMOTED_TYPE(half_t, __nv_fp8_e5m2)
9696

97-
KERNEL_FLOAT_FP8_CAST(__half)
98-
KERNEL_FLOAT_FP8_CAST2(__half, __nv_fp8_e4m3, __NV_E4M3)
99-
KERNEL_FLOAT_FP8_CAST2(__half, __nv_fp8_e5m2, __NV_E5M2)
97+
KERNEL_FLOAT_FP8_CAST(half_t)
98+
KERNEL_FLOAT_FP8_CAST2(half_t, __nv_fp8_e4m3, __NV_E4M3)
99+
KERNEL_FLOAT_FP8_CAST2(half_t, __nv_fp8_e5m2, __NV_E5M2)
100100

101101
} // namespace kernel_float
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#endif // KERNEL_FLOAT_FP16_AVAILABLE
@@ -105,12 +105,12 @@ KERNEL_FLOAT_FP8_CAST2(__half, __nv_fp8_e5m2, __NV_E5M2)
105105
#include "bf16.h"
106106

107107
namespace kernel_float {
108-
KERNEL_FLOAT_DEFINE_PROMOTED_TYPE(__nv_bfloat16, __nv_fp8_e4m3)
109-
KERNEL_FLOAT_DEFINE_PROMOTED_TYPE(__nv_bfloat16, __nv_fp8_e5m2)
108+
KERNEL_FLOAT_DEFINE_PROMOTED_TYPE(bfloat16_t, __nv_fp8_e4m3)
109+
KERNEL_FLOAT_DEFINE_PROMOTED_TYPE(bfloat16_t, __nv_fp8_e5m2)
110110

111-
KERNEL_FLOAT_FP8_CAST(__nv_bfloat16)
112-
KERNEL_FLOAT_FP8_CAST2(__nv_bfloat16, __nv_fp8_e4m3, __NV_E4M3)
113-
KERNEL_FLOAT_FP8_CAST2(__nv_bfloat16, __nv_fp8_e5m2, __NV_E5M2)
111+
KERNEL_FLOAT_FP8_CAST(bfloat16_t)
112+
KERNEL_FLOAT_FP8_CAST2(bfloat16_t, __nv_fp8_e4m3, __NV_E4M3)
113+
KERNEL_FLOAT_FP8_CAST2(bfloat16_t, __nv_fp8_e5m2, __NV_E5M2)
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} // namespace kernel_float
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#endif // KERNEL_FLOAT_BF16_AVAILABLE
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‎include/kernel_float/unops.h‎

Lines changed: 3 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -263,6 +263,9 @@ KERNEL_FLOAT_DEFINE_UNARY_FAST_IMPL_PTX(float, rcp, "rcp.approx.f32", "f")
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KERNEL_FLOAT_DEFINE_UNARY_FAST_IMPL_PTX(float, rsqrt, "rsqrt.approx.f32", "f")
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KERNEL_FLOAT_DEFINE_UNARY_FAST_IMPL_PTX(float, tanh, "tanh.approx.f32;", "f")
265265

266+
#define KERNEL_FLOAT_FAST_F32_MAP(F) \
267+
F(exp) F(exp2) F(exp10) F(log) F(log2) F(log10) F(sin) F(cos) F(tan) F(rcp) F(rsqrt) F(sqrt)
268+
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//KERNEL_FLOAT_DEFINE_UNARY_FAST_IMPL_PTX(float, sin, "sin.approx.f32", "f")
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//KERNEL_FLOAT_DEFINE_UNARY_FAST_IMPL_PTX(float, cos, "cos.approx.f32", "f")
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//KERNEL_FLOAT_DEFINE_UNARY_FAST_IMPL_PTX(float, exp2, "ex2.approx.f32", "f")

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