# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. # pylint: disable=missing-function-docstring,missing-module-docstring # ruff: noqa: F401 import pytest import tvm import tvm.testing from tvm import tirx from tvm.s_tir.schedule.testing import ( assert_structural_equal_ignore_global_symbol, verify_trace_roundtrip, ) from tvm.script import tirx as T @T.prim_func(s_tir=True) def indirect_mem_access(a: T.handle, idx_a: T.handle, b: T.handle, idx_b: T.handle) -> None: A = T.match_buffer(a, [128], dtype="float32") IA = T.match_buffer(idx_a, [10], dtype="int32") B = T.match_buffer(b, [128], dtype="float32") IB = T.match_buffer(idx_b, [10], dtype="int32") for i in range(10): with T.sblock("B"): vi = T.axis.spatial(10, i) T.reads(A[IA[vi]], IA[vi]) T.writes(B[IB[vi]], IB[vi]) B[IB[vi]] = A[IA[vi]] @T.prim_func(s_tir=True) def indirect_mem_access_hide_ia(a: T.handle, idx_a: T.handle, b: T.handle, idx_b: T.handle) -> None: A = T.match_buffer(a, [128], dtype="float32") IA = T.match_buffer(idx_a, [10], dtype="int32") B = T.match_buffer(b, [128], dtype="float32") IB = T.match_buffer(idx_b, [10], dtype="int32") for i in range(10): with T.sblock("B"): vi = T.axis.spatial(10, i) T.reads(A[IA[vi]]) T.writes(B[IB[vi]], IB[vi]) B[IB[vi]] = A[IA[vi]] @T.prim_func(s_tir=True) def indirect_mem_access_hide_ib(a: T.handle, idx_a: T.handle, b: T.handle, idx_b: T.handle) -> None: A = T.match_buffer(a, [128], dtype="float32") IA = T.match_buffer(idx_a, [10], dtype="int32") B = T.match_buffer(b, [128], dtype="float32") IB = T.match_buffer(idx_b, [10], dtype="int32") for i in range(10): with T.sblock("B"): vi = T.axis.spatial(10, i) T.reads(A[IA[vi]], IA[vi]) T.writes(B[IB[vi]]) B[IB[vi]] = A[IA[vi]] def test_hide_buffer_access_read(): sch = tvm.s_tir.Schedule(indirect_mem_access, debug_mask="all") block_b = sch.get_sblock("B") sch.unsafe_hide_buffer_access(block_b, "read", [1]) assert_structural_equal_ignore_global_symbol(indirect_mem_access_hide_ia, sch.mod["main"]) verify_trace_roundtrip(sch=sch, mod=indirect_mem_access) def test_hide_buffer_access_write(): sch = tvm.s_tir.Schedule(indirect_mem_access, debug_mask="all") block_b = sch.get_sblock("B") sch.unsafe_hide_buffer_access(block_b, "write", [1]) assert_structural_equal_ignore_global_symbol(indirect_mem_access_hide_ib, sch.mod["main"]) verify_trace_roundtrip(sch=sch, mod=indirect_mem_access) def test_hide_buffer_access_fail_buffer_type(): sch = tvm.s_tir.Schedule(indirect_mem_access, debug_mask="all") block_b = sch.get_sblock("B") with pytest.raises(RuntimeError): sch.unsafe_hide_buffer_access(block_b, "opaque", [0]) def test_hide_buffer_access_fail_buffer_index(): sch = tvm.s_tir.Schedule(indirect_mem_access, debug_mask="all") block_b = sch.get_sblock("B") with pytest.raises(RuntimeError): sch.unsafe_hide_buffer_access(block_b, "read", [2]) if __name__ == "__main__": tvm.testing.main()