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18 changes: 17 additions & 1 deletion src/tir/transforms/thread_storage_sync.cc
Original file line number Diff line number Diff line change
Expand Up @@ -50,11 +50,27 @@ class ThreadSyncPlanner : public StorageAccessVisitor {
}
// Plan the sync
std::vector<AccessEntry> Summarize(std::vector<StmtEntry> seq, const ForNode* loop) final {
// Redirect all "shared.dyn" buffer access to the same buffer var
// so that the accesses can be planned together.
Var shared_dyn_buf;
for (StmtEntry& entry : seq) {
for (AccessEntry& access : entry.access) {
if (access.scope.rank == StorageRank::kShared && access.scope.tag == ".dyn" &&
access.buffer.defined()) {
if (!shared_dyn_buf.defined()) {
shared_dyn_buf = access.buffer;
} else {
access.buffer = shared_dyn_buf;
}
}
}
}

// Unsynced reads and writes
std::vector<AccessEntry> reads;
std::vector<AccessEntry> writes;
// if it is a loop, rotate two times to consider effect of loop.
// simulation based approach to find dependenceies
// simulation based approach to find dependencies
for (size_t i = 0; i < seq.size(); ++i) {
const StmtEntry& s = seq[i];
// check if sync before statement is needed.
Expand Down
42 changes: 42 additions & 0 deletions tests/python/unittest/test_tir_transform_thread_sync.py
Original file line number Diff line number Diff line change
Expand Up @@ -119,7 +119,49 @@ def func(p0_arg: T.Buffer((1, 2, 1, 1), "float32"), p1: T.Buffer(2, "float32"))
assert "T.tvm_storage_sync" in str(mod)


def test_sync_shared_dyn():
@T.prim_func(private=True)
def func(A: T.Buffer((4, 4), "float32"), E: T.Buffer((4, 4), "float32")):
blockIdx_x = T.launch_thread("blockIdx.x", 1)
B = T.allocate([24], "float32", "shared.dyn")
C = T.allocate([1], "float32", "local")
D = T.allocate([16], "float32", "shared.dyn")
threadIdx_x = T.launch_thread("threadIdx.x", 16)
B_1 = T.Buffer((24,), data=B, scope="shared.dyn")
A_1 = T.Buffer((16,), data=A.data)
B_1[threadIdx_x // 4 * 6 + threadIdx_x % 4] = A_1[threadIdx_x]
C_1 = T.Buffer((1,), data=C, scope="local")
C_1[0] = B_1[threadIdx_x // 4 * 6 + threadIdx_x % 4]
D_1 = T.Buffer((16,), data=D, scope="shared.dyn")
D_1[threadIdx_x] = C_1[0]
E_1 = T.Buffer((16,), data=E.data)
E_1[threadIdx_x] = D_1[threadIdx_x]

@T.prim_func(private=True)
def expected(A: T.Buffer((4, 4), "float32"), E: T.Buffer((4, 4), "float32")):
blockIdx_x = T.launch_thread("blockIdx.x", 1)
B_1 = T.allocate([24], "float32", "shared.dyn")
C_1 = T.allocate([1], "float32", "local")
D_1 = T.allocate([16], "float32", "shared.dyn")
threadIdx_x = T.launch_thread("threadIdx.x", 16)
B_1_1 = T.Buffer((24,), data=B_1, scope="shared.dyn")
A_1 = T.Buffer((16,), data=A.data)
B_1_1[threadIdx_x // 4 * 6 + threadIdx_x % 4] = A_1[threadIdx_x]
C_1_1 = T.Buffer((1,), data=C_1, scope="local")
C_1_1[0] = B_1_1[threadIdx_x // 4 * 6 + threadIdx_x % 4]
T.tvm_storage_sync("shared.dyn")
D_1_1 = T.Buffer((16,), data=D_1, scope="shared.dyn")
D_1_1[threadIdx_x] = C_1_1[0]
E_1 = T.Buffer((16,), data=E.data)
E_1[threadIdx_x] = D_1_1[threadIdx_x]

mod = tvm.IRModule({"main": func})
mod = tvm.tir.transform.ThreadSync("shared.dyn")(mod)
tvm.ir.assert_structural_equal(mod["main"], expected)


if __name__ == "__main__":
test_thread_storage_sync()
test_sync_else_branch()
test_sync_read_thread_id_independent_location()
test_sync_shared_dyn()