# 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. import tvm from tvm import te import ctypes import numpy as np def test_static_callback(): dtype = "int64" n = te.size_var("n") Ab = tvm.tir.decl_buffer((n,), dtype) i = te.size_var("i") ib = tvm.tir.ir_builder.create() A = ib.buffer_ptr(Ab) cp = te.thread_axis((0, 1), "cop") finit = tvm.tir.StringImm("TVMBackendRunOnce") ib.scope_attr(cp, "coproc_uop_scope", finit) with ib.for_range(0, n, "i", kind="parallel") as i: A[i] = A[i] + 1 stmt = ib.get() mod = tvm.IRModule.from_expr(tvm.tir.PrimFunc([Ab], stmt).with_attr("global_symbol", "ramp")) f = tvm.driver.build(mod, target="llvm") a = tvm.nd.array(np.zeros(10, dtype=dtype)) f(a) f(a) np.testing.assert_equal(a.numpy(), np.ones(a.shape[0])) def test_static_init(): dtype = "int64" n = te.size_var("n") Ab = tvm.tir.decl_buffer((n,), dtype) i = te.size_var("i") ib = tvm.tir.ir_builder.create() handle = tvm.tir.call_intrin("handle", "tir.tvm_static_handle") ib.emit(tvm.tir.call_packed("test_static_callback", handle, Ab)) @tvm.register_func("test_static_callback") def test_cb(sh, A): assert isinstance(sh, ctypes.c_void_p) return sh stmt = ib.get() mod = tvm.IRModule.from_expr(tvm.tir.PrimFunc([Ab], stmt).with_attr("global_symbol", "ramp")) f = tvm.driver.build(mod, target="llvm") a = tvm.nd.array(np.zeros(10, dtype=dtype)) f(a) if __name__ == "__main__": test_static_callback() test_static_init()