diff --git a/python/triton/language/libdevice.py b/python/triton/language/libdevice.py index be0ab417e..25e75c89d 100644 --- a/python/triton/language/libdevice.py +++ b/python/triton/language/libdevice.py @@ -58,13 +58,7 @@ def mulhi(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.int32, core.int32,): ("__nv_mulhi", core.int32), (core.uint32, core.uint32,): ("__nv_umulhi", core.uint32), - }, _builder) - - -@extern.extern -def mul64hi(arg0, arg1, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], - {(core.int64, core.int64,): ("__nv_mul64hi", core.int64), + (core.int64, core.int64,): ("__nv_mul64hi", core.int64), (core.uint64, core.uint64,): ("__nv_umul64hi", core.uint64), }, _builder) @@ -157,262 +151,138 @@ def saturatef(arg0, _builder=None): }, _builder) -@extern.extern -def fmaf_rn(arg0, arg1, arg2, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, arg2, ], - {(core.float32, core.float32, core.float32,): ("__nv_fmaf_rn", core.float32), - }, _builder) - - -@extern.extern -def fmaf_rz(arg0, arg1, arg2, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, arg2, ], - {(core.float32, core.float32, core.float32,): ("__nv_fmaf_rz", core.float32), - }, _builder) - - -@extern.extern -def fmaf_rd(arg0, arg1, arg2, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, arg2, ], - {(core.float32, core.float32, core.float32,): ("__nv_fmaf_rd", core.float32), - }, _builder) - - -@extern.extern -def fmaf_ru(arg0, arg1, arg2, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, arg2, ], - {(core.float32, core.float32, core.float32,): ("__nv_fmaf_ru", core.float32), - }, _builder) - - -@extern.extern -def fmaf_ieee_rn(arg0, arg1, arg2, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, arg2, ], - {(core.float32, core.float32, core.float32,): ("__nv_fmaf_ieee_rn", core.float32), - }, _builder) - - -@extern.extern -def fmaf_ieee_rz(arg0, arg1, arg2, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, arg2, ], - {(core.float32, core.float32, core.float32,): ("__nv_fmaf_ieee_rz", core.float32), - }, _builder) - - -@extern.extern -def fmaf_ieee_rd(arg0, arg1, arg2, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, arg2, ], - {(core.float32, core.float32, core.float32,): ("__nv_fmaf_ieee_rd", core.float32), - }, _builder) - - -@extern.extern -def fmaf_ieee_ru(arg0, arg1, arg2, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, arg2, ], - {(core.float32, core.float32, core.float32,): ("__nv_fmaf_ieee_ru", core.float32), - }, _builder) - - @extern.extern def fma_rn(arg0, arg1, arg2, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, arg2, ], - {(core.float64, core.float64, core.float64,): ("__nv_fma_rn", core.float64), + {(core.float32, core.float32, core.float32,): ("__nv_fmaf_rn", core.float32), + (core.float64, core.float64, core.float64,): ("__nv_fma_rn", core.float64), }, _builder) @extern.extern def fma_rz(arg0, arg1, arg2, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, arg2, ], - {(core.float64, core.float64, core.float64,): ("__nv_fma_rz", core.float64), + {(core.float32, core.float32, core.float32,): ("__nv_fmaf_rz", core.float32), + (core.float64, core.float64, core.float64,): ("__nv_fma_rz", core.float64), }, _builder) @extern.extern def fma_rd(arg0, arg1, arg2, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, arg2, ], - {(core.float64, core.float64, core.float64,): ("__nv_fma_rd", core.float64), + {(core.float32, core.float32, core.float32,): ("__nv_fmaf_rd", core.float32), + (core.float64, core.float64, core.float64,): ("__nv_fma_rd", core.float64), }, _builder) @extern.extern def fma_ru(arg0, arg1, arg2, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, arg2, ], - {(core.float64, core.float64, core.float64,): ("__nv_fma_ru", core.float64), + {(core.float32, core.float32, core.float32,): ("__nv_fmaf_ru", core.float32), + (core.float64, core.float64, core.float64,): ("__nv_fma_ru", core.float64), }, _builder) @extern.extern -def fast_fdividef(arg0, arg1, _builder=None): +def fast_dividef(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float32, core.float32,): ("__nv_fast_fdividef", core.float32), }, _builder) @extern.extern -def fdiv_rn(arg0, arg1, _builder=None): +def div_rn(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float32, core.float32,): ("__nv_fdiv_rn", core.float32), + (core.float64, core.float64,): ("__nv_ddiv_rn", core.float64), }, _builder) @extern.extern -def fdiv_rz(arg0, arg1, _builder=None): +def div_rz(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float32, core.float32,): ("__nv_fdiv_rz", core.float32), + (core.float64, core.float64,): ("__nv_ddiv_rz", core.float64), }, _builder) @extern.extern -def fdiv_rd(arg0, arg1, _builder=None): +def div_rd(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float32, core.float32,): ("__nv_fdiv_rd", core.float32), + (core.float64, core.float64,): ("__nv_ddiv_rd", core.float64), }, _builder) @extern.extern -def fdiv_ru(arg0, arg1, _builder=None): +def div_ru(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float32, core.float32,): ("__nv_fdiv_ru", core.float32), + (core.float64, core.float64,): ("__nv_ddiv_ru", core.float64), }, _builder) @extern.extern -def frcp_rn(arg0, _builder=None): +def rcp_rn(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.float32,): ("__nv_frcp_rn", core.float32), + (core.float64,): ("__nv_drcp_rn", core.float64), }, _builder) @extern.extern -def frcp_rz(arg0, _builder=None): +def rcp_rz(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.float32,): ("__nv_frcp_rz", core.float32), + (core.float64,): ("__nv_drcp_rz", core.float64), }, _builder) @extern.extern -def frcp_rd(arg0, _builder=None): +def rcp_rd(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.float32,): ("__nv_frcp_rd", core.float32), + (core.float64,): ("__nv_drcp_rd", core.float64), }, _builder) @extern.extern -def frcp_ru(arg0, _builder=None): +def rcp_ru(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.float32,): ("__nv_frcp_ru", core.float32), + (core.float64,): ("__nv_drcp_ru", core.float64), }, _builder) @extern.extern -def fsqrt_rn(arg0, _builder=None): +def sqrt_rn(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.float32,): ("__nv_fsqrt_rn", core.float32), + (core.float64,): ("__nv_dsqrt_rn", core.float64), }, _builder) @extern.extern -def fsqrt_rz(arg0, _builder=None): +def sqrt_rz(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.float32,): ("__nv_fsqrt_rz", core.float32), + (core.float64,): ("__nv_dsqrt_rz", core.float64), }, _builder) @extern.extern -def fsqrt_rd(arg0, _builder=None): +def sqrt_rd(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.float32,): ("__nv_fsqrt_rd", core.float32), + (core.float64,): ("__nv_dsqrt_rd", core.float64), }, _builder) @extern.extern -def fsqrt_ru(arg0, _builder=None): +def sqrt_ru(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.float32,): ("__nv_fsqrt_ru", core.float32), - }, _builder) - - -@extern.extern -def ddiv_rn(arg0, arg1, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], - {(core.float64, core.float64,): ("__nv_ddiv_rn", core.float64), - }, _builder) - - -@extern.extern -def ddiv_rz(arg0, arg1, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], - {(core.float64, core.float64,): ("__nv_ddiv_rz", core.float64), - }, _builder) - - -@extern.extern -def ddiv_rd(arg0, arg1, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], - {(core.float64, core.float64,): ("__nv_ddiv_rd", core.float64), - }, _builder) - - -@extern.extern -def ddiv_ru(arg0, arg1, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], - {(core.float64, core.float64,): ("__nv_ddiv_ru", core.float64), - }, _builder) - - -@extern.extern -def drcp_rn(arg0, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], - {(core.float64,): ("__nv_drcp_rn", core.float64), - }, _builder) - - -@extern.extern -def drcp_rz(arg0, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], - {(core.float64,): ("__nv_drcp_rz", core.float64), - }, _builder) - - -@extern.extern -def drcp_rd(arg0, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], - {(core.float64,): ("__nv_drcp_rd", core.float64), - }, _builder) - - -@extern.extern -def drcp_ru(arg0, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], - {(core.float64,): ("__nv_drcp_ru", core.float64), - }, _builder) - - -@extern.extern -def dsqrt_rn(arg0, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], - {(core.float64,): ("__nv_dsqrt_rn", core.float64), - }, _builder) - - -@extern.extern -def dsqrt_rz(arg0, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], - {(core.float64,): ("__nv_dsqrt_rz", core.float64), - }, _builder) - - -@extern.extern -def dsqrt_rd(arg0, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], - {(core.float64,): ("__nv_dsqrt_rd", core.float64), - }, _builder) - - -@extern.extern -def dsqrt_ru(arg0, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], - {(core.float64,): ("__nv_dsqrt_ru", core.float64), + (core.float64,): ("__nv_dsqrt_ru", core.float64), }, _builder) @@ -425,114 +295,66 @@ def sqrt(arg0, _builder=None): @extern.extern -def dadd_rn(arg0, arg1, _builder=None): +def add_rn(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float64, core.float64,): ("__nv_dadd_rn", core.float64), + (core.float32, core.float32,): ("__nv_fadd_rn", core.float32), }, _builder) @extern.extern -def dadd_rz(arg0, arg1, _builder=None): +def add_rz(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float64, core.float64,): ("__nv_dadd_rz", core.float64), + (core.float32, core.float32,): ("__nv_fadd_rz", core.float32), }, _builder) @extern.extern -def dadd_rd(arg0, arg1, _builder=None): +def add_rd(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float64, core.float64,): ("__nv_dadd_rd", core.float64), + (core.float32, core.float32,): ("__nv_fadd_rd", core.float32), }, _builder) @extern.extern -def dadd_ru(arg0, arg1, _builder=None): +def add_ru(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float64, core.float64,): ("__nv_dadd_ru", core.float64), + (core.float32, core.float32,): ("__nv_fadd_ru", core.float32), }, _builder) @extern.extern -def dmul_rn(arg0, arg1, _builder=None): +def mul_rn(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float64, core.float64,): ("__nv_dmul_rn", core.float64), + (core.float32, core.float32,): ("__nv_fmul_rn", core.float32), }, _builder) @extern.extern -def dmul_rz(arg0, arg1, _builder=None): +def mul_rz(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float64, core.float64,): ("__nv_dmul_rz", core.float64), + (core.float32, core.float32,): ("__nv_fmul_rz", core.float32), }, _builder) @extern.extern -def dmul_rd(arg0, arg1, _builder=None): +def mul_rd(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float64, core.float64,): ("__nv_dmul_rd", core.float64), + (core.float32, core.float32,): ("__nv_fmul_rd", core.float32), }, _builder) @extern.extern -def dmul_ru(arg0, arg1, _builder=None): +def mul_ru(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float64, core.float64,): ("__nv_dmul_ru", core.float64), - }, _builder) - - -@extern.extern -def fadd_rd(arg0, arg1, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], - {(core.float32, core.float32,): ("__nv_fadd_rd", core.float32), - }, _builder) - - -@extern.extern -def fadd_ru(arg0, arg1, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], - {(core.float32, core.float32,): ("__nv_fadd_ru", core.float32), - }, _builder) - - -@extern.extern -def fmul_rd(arg0, arg1, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], - {(core.float32, core.float32,): ("__nv_fmul_rd", core.float32), - }, _builder) - - -@extern.extern -def fmul_ru(arg0, arg1, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], - {(core.float32, core.float32,): ("__nv_fmul_ru", core.float32), - }, _builder) - - -@extern.extern -def fadd_rn(arg0, arg1, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], - {(core.float32, core.float32,): ("__nv_fadd_rn", core.float32), - }, _builder) - - -@extern.extern -def fadd_rz(arg0, arg1, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], - {(core.float32, core.float32,): ("__nv_fadd_rz", core.float32), - }, _builder) - - -@extern.extern -def fmul_rn(arg0, arg1, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], - {(core.float32, core.float32,): ("__nv_fmul_rn", core.float32), - }, _builder) - - -@extern.extern -def fmul_rz(arg0, arg1, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], - {(core.float32, core.float32,): ("__nv_fmul_rz", core.float32), + (core.float32, core.float32,): ("__nv_fmul_ru", core.float32), }, _builder) @@ -624,7 +446,13 @@ def double2uint_ru(arg0, _builder=None): def int2double_rn(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.int32,): ("__nv_int2double_rn", core.float64), - (core.uint32,): ("__nv_uint2double_rn", core.float64), + }, _builder) + + +@extern.extern +def uint2double_rn(arg0, _builder=None): + return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], + {(core.uint32,): ("__nv_uint2double_rn", core.float64), }, _builder) @@ -688,7 +516,6 @@ def float2uint_ru(arg0, _builder=None): def int2float_rn(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.int32,): ("__nv_int2float_rn", core.float32), - (core.uint32,): ("__nv_uint2float_rn", core.float32), }, _builder) @@ -696,7 +523,6 @@ def int2float_rn(arg0, _builder=None): def int2float_rz(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.int32,): ("__nv_int2float_rz", core.float32), - (core.uint32,): ("__nv_uint2float_rz", core.float32), }, _builder) @@ -704,7 +530,6 @@ def int2float_rz(arg0, _builder=None): def int2float_rd(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.int32,): ("__nv_int2float_rd", core.float32), - (core.uint32,): ("__nv_uint2float_rd", core.float32), }, _builder) @@ -712,7 +537,34 @@ def int2float_rd(arg0, _builder=None): def int2float_ru(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.int32,): ("__nv_int2float_ru", core.float32), - (core.uint32,): ("__nv_uint2float_ru", core.float32), + }, _builder) + + +@extern.extern +def uint2float_rn(arg0, _builder=None): + return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], + {(core.uint32,): ("__nv_uint2float_rn", core.float32), + }, _builder) + + +@extern.extern +def uint2float_rz(arg0, _builder=None): + return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], + {(core.uint32,): ("__nv_uint2float_rz", core.float32), + }, _builder) + + +@extern.extern +def uint2float_rd(arg0, _builder=None): + return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], + {(core.uint32,): ("__nv_uint2float_rd", core.float32), + }, _builder) + + +@extern.extern +def uint2float_ru(arg0, _builder=None): + return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], + {(core.uint32,): ("__nv_uint2float_ru", core.float32), }, _builder) @@ -853,7 +705,6 @@ def double2ull_ru(arg0, _builder=None): def ll2float_rn(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.int64,): ("__nv_ll2float_rn", core.float32), - (core.uint64,): ("__nv_ull2float_rn", core.float32), }, _builder) @@ -861,7 +712,6 @@ def ll2float_rn(arg0, _builder=None): def ll2float_rz(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.int64,): ("__nv_ll2float_rz", core.float32), - (core.uint64,): ("__nv_ull2float_rz", core.float32), }, _builder) @@ -869,7 +719,6 @@ def ll2float_rz(arg0, _builder=None): def ll2float_rd(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.int64,): ("__nv_ll2float_rd", core.float32), - (core.uint64,): ("__nv_ull2float_rd", core.float32), }, _builder) @@ -877,7 +726,34 @@ def ll2float_rd(arg0, _builder=None): def ll2float_ru(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.int64,): ("__nv_ll2float_ru", core.float32), - (core.uint64,): ("__nv_ull2float_ru", core.float32), + }, _builder) + + +@extern.extern +def ull2float_rn(arg0, _builder=None): + return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], + {(core.uint64,): ("__nv_ull2float_rn", core.float32), + }, _builder) + + +@extern.extern +def ull2float_rz(arg0, _builder=None): + return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], + {(core.uint64,): ("__nv_ull2float_rz", core.float32), + }, _builder) + + +@extern.extern +def ull2float_rd(arg0, _builder=None): + return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], + {(core.uint64,): ("__nv_ull2float_rd", core.float32), + }, _builder) + + +@extern.extern +def ull2float_ru(arg0, _builder=None): + return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], + {(core.uint64,): ("__nv_ull2float_ru", core.float32), }, _builder) @@ -885,7 +761,6 @@ def ll2float_ru(arg0, _builder=None): def ll2double_rn(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.int64,): ("__nv_ll2double_rn", core.float64), - (core.uint64,): ("__nv_ull2double_rn", core.float64), }, _builder) @@ -893,7 +768,6 @@ def ll2double_rn(arg0, _builder=None): def ll2double_rz(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.int64,): ("__nv_ll2double_rz", core.float64), - (core.uint64,): ("__nv_ull2double_rz", core.float64), }, _builder) @@ -901,7 +775,6 @@ def ll2double_rz(arg0, _builder=None): def ll2double_rd(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.int64,): ("__nv_ll2double_rd", core.float64), - (core.uint64,): ("__nv_ull2double_rd", core.float64), }, _builder) @@ -909,7 +782,34 @@ def ll2double_rd(arg0, _builder=None): def ll2double_ru(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.int64,): ("__nv_ll2double_ru", core.float64), - (core.uint64,): ("__nv_ull2double_ru", core.float64), + }, _builder) + + +@extern.extern +def ull2double_rn(arg0, _builder=None): + return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], + {(core.uint64,): ("__nv_ull2double_rn", core.float64), + }, _builder) + + +@extern.extern +def ull2double_rz(arg0, _builder=None): + return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], + {(core.uint64,): ("__nv_ull2double_rz", core.float64), + }, _builder) + + +@extern.extern +def ull2double_rd(arg0, _builder=None): + return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], + {(core.uint64,): ("__nv_ull2double_rd", core.float64), + }, _builder) + + +@extern.extern +def ull2double_ru(arg0, _builder=None): + return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], + {(core.uint64,): ("__nv_ull2double_ru", core.float64), }, _builder) @@ -917,7 +817,6 @@ def ll2double_ru(arg0, _builder=None): def int_as_float(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.int32,): ("__nv_int_as_float", core.float32), - (core.uint32,): ("__nv_uint_as_float", core.float32), }, _builder) @@ -928,6 +827,13 @@ def float_as_int(arg0, _builder=None): }, _builder) +@extern.extern +def uint_as_float(arg0, _builder=None): + return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], + {(core.uint32,): ("__nv_uint_as_float", core.float32), + }, _builder) + + @extern.extern def float_as_uint(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], @@ -1006,11 +912,9 @@ def fast_log10f(arg0, _builder=None): @extern.extern -def pow(arg0, arg1, _builder=None): +def fast_powf(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float32, core.float32,): ("__nv_fast_powf", core.float32), - (core.float32, core.float32,): ("__nv_powf", core.float32), - (core.float64, core.float64,): ("__nv_pow", core.float64), }, _builder) @@ -1031,35 +935,39 @@ def rhadd(arg0, arg1, _builder=None): @extern.extern -def fsub_rn(arg0, arg1, _builder=None): +def sub_rn(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float32, core.float32,): ("__nv_fsub_rn", core.float32), + (core.float64, core.float64,): ("__nv_dsub_rn", core.float64), }, _builder) @extern.extern -def fsub_rz(arg0, arg1, _builder=None): +def sub_rz(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float32, core.float32,): ("__nv_fsub_rz", core.float32), + (core.float64, core.float64,): ("__nv_dsub_rz", core.float64), }, _builder) @extern.extern -def fsub_rd(arg0, arg1, _builder=None): +def sub_rd(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float32, core.float32,): ("__nv_fsub_rd", core.float32), + (core.float64, core.float64,): ("__nv_dsub_rd", core.float64), }, _builder) @extern.extern -def fsub_ru(arg0, arg1, _builder=None): +def sub_ru(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float32, core.float32,): ("__nv_fsub_ru", core.float32), + (core.float64, core.float64,): ("__nv_dsub_ru", core.float64), }, _builder) @extern.extern -def frsqrt_rn(arg0, _builder=None): +def rsqrt_rn(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.float32,): ("__nv_frsqrt_rn", core.float32), }, _builder) @@ -1098,16 +1006,18 @@ def nearbyint(arg0, _builder=None): @extern.extern -def isnanf(arg0, _builder=None): +def isnan(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.float32,): ("__nv_isnanf", core.int32), + (core.float64,): ("__nv_isnand", core.int32), }, _builder) @extern.extern -def signbitf(arg0, _builder=None): +def signbit(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.float32,): ("__nv_signbitf", core.int32), + (core.float64,): ("__nv_signbitd", core.int32), }, _builder) @@ -1127,9 +1037,10 @@ def finitef(arg0, _builder=None): @extern.extern -def isinff(arg0, _builder=None): +def isinf(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.float32,): ("__nv_isinff", core.int32), + (core.float64,): ("__nv_isinfd", core.int32), }, _builder) @@ -1550,10 +1461,12 @@ def fma(arg0, arg1, arg2, _builder=None): @extern.extern -def powi(arg0, arg1, _builder=None): +def pow(arg0, arg1, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], {(core.float32, core.int32,): ("__nv_powif", core.float32), (core.float64, core.int32,): ("__nv_powi", core.float64), + (core.float32, core.float32,): ("__nv_powf", core.float32), + (core.float64, core.float64,): ("__nv_pow", core.float64), }, _builder) @@ -1605,57 +1518,8 @@ def logb(arg0, _builder=None): }, _builder) -@extern.extern -def signbitd(arg0, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], - {(core.float64,): ("__nv_signbitd", core.int32), - }, _builder) - - @extern.extern def isfinited(arg0, _builder=None): return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], {(core.float64,): ("__nv_isfinited", core.int32), }, _builder) - - -@extern.extern -def isinfd(arg0, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], - {(core.float64,): ("__nv_isinfd", core.int32), - }, _builder) - - -@extern.extern -def isnand(arg0, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, ], - {(core.float64,): ("__nv_isnand", core.int32), - }, _builder) - - -@extern.extern -def dsub_rn(arg0, arg1, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], - {(core.float64, core.float64,): ("__nv_dsub_rn", core.float64), - }, _builder) - - -@extern.extern -def dsub_rz(arg0, arg1, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], - {(core.float64, core.float64,): ("__nv_dsub_rz", core.float64), - }, _builder) - - -@extern.extern -def dsub_ru(arg0, arg1, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], - {(core.float64, core.float64,): ("__nv_dsub_ru", core.float64), - }, _builder) - - -@extern.extern -def dsub_rd(arg0, arg1, _builder=None): - return extern.elementwise("libdevice", LIBDEVICE_PATH, [arg0, arg1, ], - {(core.float64, core.float64,): ("__nv_dsub_rd", core.float64), - }, _builder) diff --git a/python/triton/tools/build_extern.py b/python/triton/tools/build_extern.py index 6ced7e7ed..551def69d 100644 --- a/python/triton/tools/build_extern.py +++ b/python/triton/tools/build_extern.py @@ -149,6 +149,9 @@ class Libdevice(ExternLibrary): func_strs = func_str.split("(") func_name = func_strs[0].replace("@", "") op_name = func_name.replace("__nv_", "") + # To filter some interfaces unlisted in NVIDIA's official documents. + if 'ieee' in op_name: + return None # Get arg_types arg_strs = func_strs[1].split(",") arg_types = [] @@ -176,55 +179,66 @@ class Libdevice(ExternLibrary): for symbol in self._symbols.values(): op_name = symbol.op_name symbol_set[op_name] = symbol - # The following cases are grouped together: - # op_name, op_name + + # Group functions together by renaming. + renaming = { + 'llabs': 'abs', 'acosf': 'acos', 'acoshf': 'acosh', + 'dadd_rd': 'add_rd', 'fadd_rd': 'add_rd', 'dadd_rn': 'add_rn', + 'fadd_rn': 'add_rn', 'dadd_ru': 'add_ru', 'fadd_ru': 'add_ru', + 'dadd_rz': 'add_rz', 'fadd_rz': 'add_rz', 'asinf': 'asin', + 'asinhf': 'asinh', 'atanf': 'atan', 'atan2f': 'atan2', + 'atanhf': 'atanh', 'brevll': 'brev', 'cbrtf': 'cbrt', + 'ceilf': 'ceil', 'clzll': 'clz', 'copysignf': 'copysign', + 'cosf': 'cos', 'coshf': 'cosh', 'cospif': 'cospi', + 'cyl_bessel_i0f': 'cyl_bessel_i0', 'cyl_bessel_i1f': 'cyl_bessel_i1', + 'fdiv_rd': 'div_rd', 'ddiv_rd': 'div_rd', 'fdiv_rn': 'div_rn', + 'ddiv_rn': 'div_rn', 'fdiv_ru': 'div_ru', 'ddiv_ru': 'div_ru', + 'fdiv_rz': 'div_rz', 'ddiv_rz': 'div_rz', 'erff': 'erf', + 'erfcf': 'erfc', 'erfcinvf': 'erfcinv', 'erfcxf': 'erfcx', + 'erfinvf': 'erfinv', 'expf': 'exp', 'exp10f': 'exp10', + 'exp2f': 'exp2', 'expm1f': 'expm1', 'fabsf': 'abs', + 'fabs': 'abs', 'fast_fdividef': 'fast_dividef', + 'fdimf': 'fdim', 'ffsll': 'ffs', 'floorf': 'floor', + 'fmaf': 'fma', 'fmaf_rd': 'fma_rd', 'fmaf_rn': 'fma_rn', + 'fmaf_ru': 'fma_ru', 'fmaf_rz': 'fma_rz', 'fmodf': 'fmod', + 'uhadd': 'hadd', 'hypotf': 'hypot', 'ilogbf': 'ilogb', + 'isinff': 'isinf', 'isinfd': 'isinf', 'isnanf': 'isnan', + 'isnand': 'isnan', 'j0f': 'j0', 'j1f': 'j1', 'jnf': 'jn', + 'ldexpf': 'ldexp', 'lgammaf': 'lgamma', 'llrintf': 'llrint', + 'llroundf': 'llround', 'logf': 'log', 'log10f': 'log10', + 'log1pf': 'log1p', 'log2f': 'log2', 'logbf': 'logb', + 'umax': 'max', 'llmax': 'max', 'ullmax': 'max', 'fmaxf': 'max', + 'fmax': 'max', 'umin': 'min', 'llmin': 'min', 'ullmin': 'min', + 'fminf': 'min', 'fmin': 'min', 'dmul_rd': 'mul_rd', 'fmul_rd': 'mul_rd', + 'dmul_rn': 'mul_rn', 'fmul_rn': 'mul_rn', 'dmul_ru': 'mul_ru', + 'fmul_ru': 'mul_ru', 'dmul_rz': 'mul_rz', 'fmul_rz': 'mul_rz', + 'umul24': 'mul24', 'umulhi': 'mulhi', 'mul64hi': 'mulhi', + 'umul64hi': 'mulhi', 'nearbyintf': 'nearbyint', 'nextafterf': 'nextafter', + 'norm3df': 'norm3d', 'norm4df': 'norm4d', 'normcdff': 'normcdf', + 'normcdfinvf': 'normcdfinv', 'popcll': 'popc', 'powif': 'pow', 'powi': 'pow', + 'powf': 'pow', 'rcbrtf': 'rcbrt', 'frcp_rd': 'rcp_rd', 'drcp_rd': 'rcp_rd', + 'frcp_rn': 'rcp_rn', 'drcp_rn': 'rcp_rn', 'frcp_ru': 'rcp_ru', + 'drcp_ru': 'rcp_ru', 'frcp_rz': 'rcp_rz', 'drcp_rz': 'rcp_rz', + 'remainderf': 'remainder', 'urhadd': 'rhadd', 'rhypotf': 'rhypot', + 'rintf': 'rint', 'rnorm3df': 'rnorm3d', 'rnorm4df': 'rnorm4d', + 'roundf': 'round', 'rsqrtf': 'rsqrt', 'frsqrt_rn': 'rsqrt_rn', + 'usad': 'sad', 'scalbnf': 'scalbn', 'signbitf': 'signbit', + 'signbitd': 'signbit', 'sinf': 'sin', 'sinhf': 'sinh', + 'sinpif': 'sinpi', 'sqrtf': 'sqrt', 'fsqrt_rd': 'sqrt_rd', + 'dsqrt_rd': 'sqrt_rd', 'fsqrt_rn': 'sqrt_rn', 'dsqrt_rn': 'sqrt_rn', + 'fsqrt_ru': 'sqrt_ru', 'dsqrt_ru': 'sqrt_ru', 'fsqrt_rz': 'sqrt_rz', + 'dsqrt_rz': 'sqrt_rz', 'fsub_rd': 'sub_rd', 'dsub_rd': 'sub_rd', + 'fsub_rn': 'sub_rn', 'dsub_rn': 'sub_rn', 'fsub_ru': 'sub_ru', + 'dsub_ru': 'sub_ru', 'fsub_rz': 'sub_rz', 'dsub_rz': 'sub_rz', + 'tanf': 'tan', 'tanhf': 'tanh', 'tgammaf': 'tgamma', 'truncf': 'trunc', + 'y0f': 'y0', 'y1f': 'y1', 'ynf': 'yn' + } + for symbol in self._symbols.values(): op_name = symbol.op_name - if "max" in op_name: - op_name = "max" - elif "min" in op_name: - op_name = "min" - elif "abs" in op_name: - op_name = "abs" - elif "pow" in op_name and "fast" in op_name: - op_name = "pow" - elif "round" in op_name: - if "llround" in op_name: - op_name = "llround" - else: - op_name = "round" - elif "rint" in op_name: - if "llrint" in op_name: - op_name = "llrint" - else: - op_name = "rint" - elif op_name.startswith("ull"): - if "2" not in op_name: - # e.g., ullmax->max - op_name = op_name[3:] - else: - # e.g., ull2double->ll2double - op_name = op_name[1:] - elif op_name.startswith("u"): - if "2" not in op_name: - # e.g., uhadd->hadd - op_name = op_name[1:] - else: - # e.g., uint2double_rn->int2double_rn - op_name = op_name[1:] - elif op_name.startswith("ll"): - if "2" not in op_name: - # e.g., llmax->max - op_name = op_name[2:] - elif op_name.endswith("ll"): - op_name = op_name[:-2] - elif op_name.endswith("f"): - op_name = op_name[:-1] - if op_name in symbol_set: - # Update op_name only if there's an existing symbol + if op_name in renaming: + op_name = renaming[op_name] symbol._op_name = op_name - else: - op_name = symbol._op_name if op_name in self._symbol_groups: self._symbol_groups[op_name].append(symbol) else: @@ -250,7 +264,7 @@ class Libdevice(ExternLibrary): # return extern.dispatch("libdevice", , , , _builder) import_str = "from . import core, extern\n" import_str += "import os\n" - header_str = "LIBDEVICE_PATH = os.path.dirname(os.path.abspath(__file__)) + \"/libdevice.10.bc\"\n" + header_str = "LIBDEVICE_PATH = os.path.dirname(\n\tos.path.abspath(__file__)) + \"/libdevice.10.bc\"\n" func_str = "" for symbols in self._symbol_groups.values(): func_str += "@extern.extern\n" @@ -331,10 +345,10 @@ def build(llvm_dis_path, lib_path, lib_name, output_dir): if __name__ == "__main__": parser = argparse.ArgumentParser() - parser.add_argument("-llvm", dest="llvm_dis_path", help="path to llvm-dis", default="llvm-dis") - parser.add_argument("--lib-path", dest="lib_path", help="path to the extern library") - parser.add_argument("--lib-name", dest="lib_name", help="name of the extern library") - parser.add_argument("-o", dest="output_dir", help="output file path", default="/tmp/") + parser.add_argument("--llvm-dis", dest="llvm_dis_path", help="Path to llvm-dis", default="llvm-dis") + parser.add_argument("--lib-path", dest="lib_path", help="Path to the extern library") + parser.add_argument("--lib-name", dest="lib_name", help="Name of the extern library") + parser.add_argument("--output", dest="output_dir", help="Output file path", default="/tmp/") args = parser.parse_args() build(args.llvm_dis_path, args.lib_path, args.lib_name, args.output_dir) diff --git a/python/tutorials/07-libdevice-function.py b/python/tutorials/07-libdevice-function.py index bb5f7b26d..19e6cac7a 100644 --- a/python/tutorials/07-libdevice-function.py +++ b/python/tutorials/07-libdevice-function.py @@ -7,7 +7,7 @@ Please refer to https://docs.nvidia.com/cuda/libdevice-users-guide/index.html re In `trition/language/libdevice.py`, we try to aggregate functions with the same computation but different data types together. For example, both `__nv_asin` and `__nvasinf` calculate the principal value of the arc sine of the input, but `__nv_asin` operates on `double` and `__nv_asinf` operates on `float`. -Using triton, you can simply call `tl.libdevice.asinf`. +Using triton, you can simply call `tl.libdevice.asin`. triton automatically selects the correct underlying device function to invoke based on input and output types. """