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15 changes: 8 additions & 7 deletions tilelang/engine/phase.py
Original file line number Diff line number Diff line change
Expand Up @@ -216,20 +216,13 @@ def OptimizeForTarget(mod: IRModule, target: Target) -> IRModule:
# warp_specialized pass will pack the if stmt into the block
# so we need to lower the opaque block first
mod = tilelang.transform.LowerOpaqueBlock()(mod)
mod = tilelang.transform.MergeIfStmt()(mod)
if is_hopper(target):
mod = tilelang.transform.RewriteWgmmaSync()(mod)
mod = tilelang.transform.InjectFenceProxy()(mod)
else:
mod = tilelang.transform.IfStmtBinding()(mod)
mod = tilelang.transform.PlanAndUpdateBufferAllocationLocation()(mod)
mod = tilelang.transform.PipelinePlanning()(mod)
mod = tilelang.transform.InjectSoftwarePipeline()(mod)
mod = tilelang.transform.MergeIfStmt()(mod)
if allow_fence_proxy(target=target):
# in hopper device, wgmma is an async proxy
# so we need to inject a fence proxy before it
mod = tilelang.transform.InjectFenceProxy()(mod)

mod = tilelang.transform.LowerOpaqueBlock()(mod)
mod = tilelang.transform.Simplify()(mod)
Expand Down Expand Up @@ -278,8 +271,16 @@ def OptimizeForTarget(mod: IRModule, target: Target) -> IRModule:
# because the merged allocation site is at the beginning of each device function
enable_aggressive_merge = should_enable_aggressive_merge(pass_ctx=pass_ctx, target=target)
mod = tilelang.transform.MergeSharedMemoryAllocations(enable_aggressive_merge=enable_aggressive_merge)(mod)
if allow_tma_and_warp_specialized(pass_ctx=pass_ctx, target=target):
mod = tilelang.transform.InjectFenceProxy()(mod)
else:
if allow_fence_proxy(target=target):
# in hopper device, wgmma is an async proxy
# so we need to inject a fence proxy before it
mod = tilelang.transform.InjectFenceProxy()(mod)
mod = tilelang.transform.ThreadSync("shared")(mod)
mod = tilelang.transform.ThreadSync("shared.dyn")(mod)
mod = tilelang.transform.MergeIfStmt()(mod)
# Inject PTX async copy must behind the thread sync pass
# as ptx async copy won't be recognized as a valid buffer load
mod = tilelang.transform.InjectPTXAsyncCopy()(mod)
Expand Down
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