################################################################################ # # Copyright (C) 2020-2022 Advanced Micro Devices, Inc. All rights reserved. # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in # all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE # SOFTWARE. # ################################################################################ from ..Component import Component, MAC from ..DataType import DataType class MAC_F16_Plain(MAC): """ Plain MAC instruction implementation """ asmCaps = {"v_mac_f16": True, "v_pk_fma_f16": False, "v_fma_f16": False} #archCaps = {} kernel = {"ProblemType": {"DataType": DataType(DataType.half), "HighPrecisionAccumulate": False}} def __call__(self, writer, m, innerUnroll): kernel = writer.kernel kStr = self.commentHeader() priority = Component.Priority.find(writer) vars = {} vars["m"] = m vars["kernel"] = kernel vars["endLine"] = writer.endLine vars["ThreadTile0"] = kernel["ThreadTile0"] vars["ThreadTile1"] = kernel["ThreadTile1"] vars["Half_ThreadTile0"] = kernel["ThreadTile0"] // 2 vars["Half_ThreadTile1"] = kernel["ThreadTile1"] // 2 for blockB in range(0, kernel["ThreadTile1"]//2): for blockA in range(0, kernel["ThreadTile0"]//2): for b in range(blockB*2, (blockB+1)*2): for a in range(blockA*2, (blockA+1)*2): for iui in range(0, innerUnroll): vars["blockA"] = blockA vars["blockB"] = blockB vars["iui"] = iui vars["cStr"] = "v[vgprValuC+{blockA}+{blockB}*{ThreadTile0}+0]".format_map(vars) vars["aStr"] = "v[vgprValuA_X{m}_I{iui}+{blockA}]".format_map(vars) vars["bStr"] = "v[vgprValuB_X{m}_I{iui}+{blockB}]".format_map(vars) kStr += "v_mac_f16 {cStr}, {aStr}, {bStr}{endLine}".format_map(vars) kStr += priority(writer, 1, "Raise priority while processing macs") kStr += priority(writer, 0, "Reset priority after macs") return kStr class FMA_F16_NonPacked(MAC): asmCaps = {"v_fma_f16": True, "v_pk_fma_f16": False} #archCaps = {} kernel = {"ProblemType": {"DataType": DataType(DataType.half), "HighPrecisionAccumulate": False}} def __call__(self, writer, m, innerUnroll): kernel = writer.kernel kStr = self.commentHeader() priority = Component.Priority.find(writer) vars = {} vars["m"] = m vars["kernel"] = kernel vars["endLine"] = writer.endLine vars["ThreadTile0"] = kernel["ThreadTile0"] vars["ThreadTile1"] = kernel["ThreadTile1"] vars["Half_ThreadTile0"] = kernel["ThreadTile0"] // 2 vars["Half_ThreadTile1"] = kernel["ThreadTile1"] // 2 for blockB in range(0, kernel["ThreadTile1"]//2): for blockA in range(0, kernel["ThreadTile0"]//2): for iui in range(0, innerUnroll): vars["blockA"] = blockA vars["blockB"] = blockB vars["iui"] = iui vars["cIdxExpr0"] = "{blockA} + {blockB}*{ThreadTile0} + 0".format_map(vars) vars["cIdxVal0"] = eval(vars["cIdxExpr0"]) vars["cStr0"] = "v[vgprValuC + {cIdxExpr0}]".format_map(vars) # /2 b/c of 2 f16's per 32-bit vgpr vars["cIdxExpr1"] = "{blockA} + {blockB}*{ThreadTile0} + {Half_ThreadTile0}".format_map(vars) vars["cIdxVal1"] = eval(vars["cIdxExpr1"]) vars["cStr1"] = "v[vgprValuC + {cIdxExpr1}]".format_map(vars) vars["aStr"] = "v[vgprValuA_X{m}_I{iui} + {blockA}]".format_map(vars) vars["bStr"] = "v[vgprValuB_X{m}_I{iui} + {blockB}]".format_map(vars) kStr += "v_fma_f16 {cStr0}, {aStr}, {bStr}, {cStr0} op_sel:[0,0,0,0] // {cIdxExpr0}{endLine}".format_map(vars) kStr += priority(writer, 1, "Raise priority while processing macs") kStr += "v_fma_f16 {cStr1}, {aStr}, {bStr}, {cStr1} op_sel:[0,1,0,0] // {cIdxExpr1}{endLine}".format_map(vars) kStr += "v_fma_f16 {cStr0}, {aStr}, {bStr}, {cStr0} op_sel:[1,0,1,1] // {cIdxExpr0}{endLine}".format_map(vars) kStr += "v_fma_f16 {cStr1}, {aStr}, {bStr}, {cStr1} op_sel:[1,1,1,1] // {cIdxExpr1}{endLine}".format_map(vars) kStr += priority(writer, 0, "Reset priority after macs") return kStr class FMA_F16_Packed(MAC): asmCaps = {"v_pk_fma_f16": True} #archCaps = {} kernel = {"ProblemType": {"DataType": DataType(DataType.half), "HighPrecisionAccumulate": False}} def __call__(self, writer, m, innerUnroll): kernel = writer.kernel kStr = self.commentHeader() priority = Component.Priority.find(writer) vars = {} vars["m"] = m vars["kernel"] = kernel vars["endLine"] = writer.endLine vars["ThreadTile0"] = kernel["ThreadTile0"] vars["ThreadTile1"] = kernel["ThreadTile1"] vars["Half_ThreadTile0"] = kernel["ThreadTile0"] // 2 vars["Half_ThreadTile1"] = kernel["ThreadTile1"] // 2 for blockB in range(0, kernel["ThreadTile1"]//2): for blockA in range(0, kernel["ThreadTile0"]//2): for iui in range(0, innerUnroll): vars["blockA"] = blockA vars["blockB"] = blockB vars["iui"] = iui vars["cIdxExpr"] = "{blockA} + {blockB}*{ThreadTile0} + 0".format_map(vars) vars["cIdxVal"] = eval(vars["cIdxExpr"]) # /2 b/c of 2 f16's per 32-bit vgpr vars["cStr"] = "v[vgprValuC + {cIdxExpr}]".format_map(vars) vars["aStr"] = "v[vgprValuA_X{m}_I{iui} + {blockA}]".format_map(vars) vars["bStr"] = "v[vgprValuB_X{m}_I{iui} + {blockB}]".format_map(vars) kStr += "v_pk_fma_f16 {cStr}, {aStr}, {bStr}, {cStr} op_sel:[0,0,0] op_sel_hi:[1,0,1] // {cIdxVal}{endLine}".format_map(vars) kStr += priority(writer, 1, "Raise priority while processing macs") vars["cIdxExpr"] = "{blockA} + {blockB}*{ThreadTile0} + {Half_ThreadTile0}".format_map(vars) vars["cIdxVal"] = eval(vars["cIdxExpr"]) vars["cStr"] = "v[vgprValuC + {cIdxExpr}]".format_map(vars) kStr += "v_pk_fma_f16 {cStr}, {aStr}, {bStr}, {cStr} op_sel:[0,1,0] op_sel_hi:[1,1,1] // {cIdxVal}{endLine}".format_map(vars) kStr += priority(writer, 0, "Reset priority after macs") return kStr