chore: import upstream snapshot with attribution
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# Licensed to the Apache Software Foundation (ASF) under one
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# or more contributor license agreements. See the NOTICE file
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# distributed with this work for additional information
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# regarding copyright ownership. The ASF licenses this file
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# to you under the Apache License, Version 2.0 (the
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# "License"); you may not use this file except in compliance
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# with the License. You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing,
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# software distributed under the License is distributed on an
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# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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# KIND, either express or implied. See the License for the
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# specific language governing permissions and limitations
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# under the License.
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# ruff: noqa: F401, F841
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import pytest
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import tvm
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import tvm.testing
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from tvm import tirx
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from tvm.ir.module import IRModule
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from tvm.script import tirx as T
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def test_texture_scope():
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@tvm.script.ir_module
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class PlusOneMultTwo:
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@T.prim_func(s_tir=True)
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def main(a: T.handle, b: T.handle) -> None:
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T.func_attr({"tirx.noalias": True})
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A = T.match_buffer(a, (128, 128, 4), dtype="float32", scope="global.texture")
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B = T.sblock_alloc_buffer((128, 128, 4), dtype="float32", scope="global.texture")
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C = T.match_buffer(b, (128, 128, 4), dtype="float32", scope="global.texture")
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for block_idx in T.thread_binding(0, 128, thread="blockIdx.x"):
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for thread_idx in T.thread_binding(0, 128, thread="threadIdx.x"):
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for k in T.serial(4):
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with T.sblock("B"):
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vb, vt, vk = T.axis.remap("SSS", [block_idx, thread_idx, k])
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B[vb, vt, vk] = A[vb, vt, vk] + T.float32(1)
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for block_idx in T.thread_binding(0, 128, thread="blockIdx.x"):
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for thread_idx in T.thread_binding(0, 128, thread="threadIdx.x"):
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for k in T.serial(4):
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with T.sblock("C"):
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vb, vt, vk = T.axis.remap("SSS", [block_idx, thread_idx, k])
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C[vb, vt, vk] = B[vb, vt, vk] * T.float32(2)
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sch = tvm.s_tir.Schedule(PlusOneMultTwo, debug_mask="all")
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def schedule_block(block):
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_, _, inner = sch.get_loops(block)
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sch.vectorize(inner)
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schedule_block(sch.get_sblock("B"))
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schedule_block(sch.get_sblock("C"))
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target = tvm.target.Target("opencl")
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mod = tvm.compile(sch.mod["main"], target=target)
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if __name__ == "__main__":
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tvm.testing.main()
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