shingjan commented on a change in pull request #9432: URL: https://github.com/apache/tvm/pull/9432#discussion_r742308542
########## File path: python/tvm/script/tir/__init__.pyi ########## @@ -0,0 +1,239 @@ +# 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=redefined-builtin +from typing import ( + Any, + Callable, + ContextManager, + Dict, + Iterable, + Object, + Optional, + Tuple, + Union, + Sequence, + List, + Mapping, +) +from tvm.tir.function import PrimFunc +from tvm.tir import PrimExpr, Buffer, IterVar, Var +from .node import BufferSlice + +""" +Variables and constants +""" + +def bool(imm: int) -> PrimExpr: ... Review comment: the definition of `bool` here actually shadows all use of native `bool` type annotation of Python in this file. My workaround is to not include type annotation for method/class parameter that may be typed `bool`. E.g. this line would just be `def bool(imm) -> PrimExpr: ...` ########## File path: python/tvm/script/tir/__init__.pyi ########## @@ -0,0 +1,239 @@ +# 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=redefined-builtin +from typing import ( + Any, + Callable, + ContextManager, + Dict, + Iterable, + Object, + Optional, + Tuple, + Union, + Sequence, + List, + Mapping, +) +from tvm.tir.function import PrimFunc +from tvm.tir import PrimExpr, Buffer, IterVar, Var +from .node import BufferSlice + +""" +Variables and constants +""" + +def bool(imm: int) -> PrimExpr: ... +def int8(imm: int) -> PrimExpr: ... Review comment: done ########## File path: python/tvm/script/tir/__init__.pyi ########## @@ -0,0 +1,239 @@ +# 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=redefined-builtin +from typing import ( + Any, + Callable, + ContextManager, + Dict, + Iterable, + Object, + Optional, + Tuple, + Union, + Sequence, + List, + Mapping, +) +from tvm.tir.function import PrimFunc +from tvm.tir import PrimExpr, Buffer, IterVar, Var +from .node import BufferSlice + +""" +Variables and constants +""" + +def bool(imm: int) -> PrimExpr: ... +def int8(imm: int) -> PrimExpr: ... +def int16(imm: int) -> PrimExpr: ... +def int32(imm: int) -> PrimExpr: ... +def int64(imm: int) -> PrimExpr: ... +def uint8(imm: int) -> PrimExpr: ... +def uint16(imm: int) -> PrimExpr: ... +def uint32(imm: int) -> PrimExpr: ... +def uint64(imm: int) -> PrimExpr: ... +def float8(imm: int) -> PrimExpr: ... +def float16(imm: int) -> PrimExpr: ... +def float32(imm: int) -> PrimExpr: ... +def float64(imm: int) -> PrimExpr: ... + +""" +Intrinsic +""" + +def min_value(dtype): ... +def max_value(dtype): ... +def floordiv(x: PrimExpr, y: PrimExpr): ... +def floormod(x: PrimExpr, y: PrimExpr): ... +def abs(x): ... +def load(dtype, var, index, predicate=None): ... +def cast(value, dtype): ... +def ramp(base, stride, lanes): ... +def broadcast(value, lanes): ... +def iter_var(var, dom, iter_type, thread_tag): ... +def max(a, b): ... +def min(a, b): ... +def get_axis(begin, end, iter_type): ... +def range(begin, end): ... 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