################################################################################ # # Copyright (C) 2024-2025 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 cop- # ies 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 IM- # PLIED, 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 CONNE- # CTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. ################################################################################ from math import ceil, log2 from rocisa.code import Module, Label from rocisa.container import vgpr, sgpr from rocisa.instruction import VMovB32, SBarrier, SBranch, SCBranchSCC0, SCmpEQU32, SCmpGeU32, SLShiftRightB32, VReadfirstlaneB32, SLongBranchNegative from ..Component import Component import abc class PersistentLoop(Component): """ Persistent loop code. """ def __call__(self): assert(0) @abc.abstractmethod def openPersistentLoop(self, writer, kernel): pass @abc.abstractmethod def recalcLocalWriteAddresses(self, writer, kernel, tc): pass @abc.abstractmethod def recalcLocalReadAddressesAB(self, writer, kernel): pass @abc.abstractmethod def closePersistentLoop(self, writer, kernel): pass class PersistentLoopOff(PersistentLoop): kernel = {"StreamK": 0} def openPersistentLoop(self, writer, kernel): module = Module("PersistentLoop Off openPersistentLoop") return module def recalcLocalWriteAddresses(self, writer, kernel, tc): module = Module("PersistentLoop Off recalcLocalWriteAddresses") return module def recalcLocalReadAddressesAB(self, writer, kernel): module = Module("PersistentLoop Off recalcLocalReadAddressesAB") return module def closePersistentLoop(self, writer, kernel): module = Module("PersistentLoop Off closePersistentLoop") return module class PersistentLoopOn(PersistentLoop): # Stream-K persistent loop @classmethod def matches(cls, writer, debug=False): return writer.states.kernel["StreamK"] > 0 def openPersistentLoop(self, writer, kernel): module = Module("PersistentLoop On openPersistentLoop") # Label start of persistent loop module.addComment2("Persistent Loop Start") persistentLabel = Label(label="PersistentLoopStart", comment="") module.add(persistentLabel) # Re-init sgprWaveIdx every persistent loop iteration: TDM init reads # s[sgprWaveIdx] but the same sgpr is later UNDEFed and reused as a temp, # so on the 2nd iteration the value would be stale. if kernel["enableTDMA"] or kernel["enableTDMB"]: wavelen = kernel["WavefrontSize"] with writer.allocTmpSgpr(1, tag="PersistentLoopOn_openPersistentLoop_tmpSgprRes") as tmpSgprRes: module.add(VReadfirstlaneB32(sgpr(tmpSgprRes.idx), vgpr("Serial"), "first tId")) module.add(SLShiftRightB32(sgpr("WaveIdx"), ceil(log2(wavelen)), sgpr(tmpSgprRes.idx), "re-init WaveIdx for persistent loop iteration")) # TODO remove? # kStr += inst("s_add_u32", sgpr("PersistentLoopIter"), sgpr("PersistentLoopIter"), hex(1), "Inc PersistentLoop Iter") # Back-up: not needed now #kStr += str(Code.WaitCnt(self.version, 0,0,"wait for outstanding stores")) return module def recalcLocalWriteAddresses(self, writer, kernel, tc): module = Module("PersistentLoop On recalcLocalWriteAddresses") if getattr(writer, "oriLwa%s" % tc) is None: setattr(writer, "oriLwa%s" % tc, writer.vgprPool.checkOut(1, "OriLocalWriteddr%s" % tc)) module.add(VMovB32(dst=vgpr(getattr(writer, "oriLwa%s" % tc)), src=vgpr("LocalWriteAddr%s" % tc), comment="back up LWA for persistent kernel + wider local read")) return module def recalcLocalReadAddressesAB(self, writer, kernel): module = Module("PersistentLoop On recalcLocalReadAddressesAB") needRecalc = writer.states.numReadsIterCoalescedA > 1 or writer.states.numReadsIterCoalescedB > 1 # backup LocalReadAddr # LdsPad + LBSPP case, need to backup LocalReadAddr even if recalc is not done # The code below backs up LRA at the start of the tail loop and restores at the end of tail loop. # This would be needed if we want to support PersistentKernel in the future (without stream-k). # Backup is not needed for stream-k since LRA is recalculated at the start of the persistent loop for the new tile or partial tile. # Enabling the backup code would require fixing an interaction with the code that reallocates vgprs for the store code. # needBackupLRAddr = needRecalc or (kernel["LdsPadA"] and kernel["LdsBlockSizePerPadA"] or kernel["LdsPadB"] and kernel["LdsBlockSizePerPadB"]) and kernel["StreamK"] == 0 # if needBackupLRAddr: # # need to back-up the LRA before reCalculation for wider local read (when no wlr, no need to do this) # if writer.oriLraA is None: # and not kernel["DirectToVgprA"]: # no local read code if DirectToVgpr is enabled # writer.oriLraA = writer.vgprPool.checkOut(1, "OriLocalReadAddrA") # module.add(VMovB32(dst=vgpr(writer.oriLraA), src=vgpr("LocalReadAddrA"), comment="back up LRA for persistent kernel + wider local read")) # if writer.oriLraB is None: # and not kernel["DirectToVgprB"]: # no local read code if DirectToVgpr is enabled # writer.oriLraB = writer.vgprPool.checkOut(1, "OriLocalReadAddrB") # module.add(VMovB32(dst=vgpr(writer.oriLraB), src=vgpr("LocalReadAddrB"), comment="back up LRA for persistent kernel + wider local read")) return module def closePersistentLoop(self, writer, kernel): module = Module("PersistentLoop On closePersistentLoop") skCloseLoopLabel = Label("SK_CloseLoop", "") module.add(skCloseLoopLabel) if kernel.get("DebugPersistentKernelLoopForever", False): # StreamK 3 has no other exit, so this makes the kernel loop infinitely. with writer.allocTmpSgpr(3, tag="PersistentLoopOn_closePersistentLoop_tmpSgprInfo") as tmpSgprInfo: module.add(SLongBranchNegative(Label("PersistentLoopStart", ""), tmpSgprInfo)) elif kernel["StreamK"] == 4: # module.add(SCmpGeU32(src0=sgpr("StreamKTileIdx"), src1=sgpr("SKTiles"), comment="Check if done all StreamK tiles")) module.add(SBarrier(comment="Sync before SK4 persistent re-entry")) with writer.allocTmpSgpr(3, tag="PersistentLoopOn_closePersistentLoop_tmpSgprInfo2") as tmpSgprInfo: module.add(SLongBranchNegative(Label("PersistentLoopStart", ""), tmpSgprInfo)) elif kernel["StreamK"] == 5: # Hybrid SK3+SK4: dispatch on the runtime mode bit captured at # preLoop into StreamKHybridMode. SK4 close: barrier + always # restart (dynamic queue drives exit via KernelEnd). SK3 close: # compare StreamKIter against StreamKIterEnd. sk5DynamicCloseLabel = Label("SK5_DynamicClose", "") sk5StaticCloseLabel = Label("SK5_StaticClose", "") sk5CloseDoneLabel = Label("SK5_CloseDone", "") module.add(SCmpEQU32(src0=sgpr("StreamKHybridMode"), src1=0, comment="SK5: mode bit == 0 -> SK3 (static) close")) module.add(SCBranchSCC0(labelName=sk5DynamicCloseLabel.getLabelName(), comment="SK5: branch to SK4 (dynamic) close")) # SK3 (static) close path module.add(sk5StaticCloseLabel) module.add(SCmpGeU32(src0=sgpr("StreamKIter"), src1=sgpr("StreamKIterEnd"), comment="SK5/SK3 path: check if done all StreamK iterations")) module.add(writer.longBranchScc0(Label("PersistentLoopStart", ""), posNeg=-1)) module.add(SBranch(labelName=sk5CloseDoneLabel.getLabelName(), comment="SK5: skip dynamic close")) # SK4 (dynamic) close path module.add(sk5DynamicCloseLabel) module.add(SBarrier(comment="SK5/SK4 path: sync before persistent re-entry")) with writer.allocTmpSgpr(3) as tmpSgprInfo: module.add(SLongBranchNegative(Label("PersistentLoopStart", ""), tmpSgprInfo)) module.add(sk5CloseDoneLabel) else: module.add(SCmpGeU32(src0=sgpr("StreamKIter"), src1=sgpr("StreamKIterEnd"), comment="Check if done all StreamK iterations")) module.add(writer.longBranchScc0(Label("PersistentLoopStart", ""), posNeg=-1)) return module