9edd5bd958
## Summary - Delete the three Python shim modules that re-exported tvm-ffi types under `tvm.runtime` / `tvm.ir`: `python/tvm/runtime/packed_func.py`, `python/tvm/runtime/container.py`, `python/tvm/ir/container.py`. - Drop the matching re-exports from `tvm.runtime`, `tvm.ir`, and `tvm` package init files, so `tvm.runtime.PackedFunc`, `tvm.runtime.ShapeTuple`, `tvm.runtime.String`, `tvm.ir.Array`, `tvm.ir.Map`, and `tvm.container.Array` no longer exist. - Migrate every productive caller, test, and tutorial to the canonical names: `tvm_ffi.Function`, `tvm_ffi.Shape`, `tvm_ffi.core.String`, `tvm_ffi.Array`, and `tvm_ffi.Map`. ## Test plan - [x] `pytest tests/python/all-platform-minimal-test` (75 passed, 77 skipped) - [x] `pytest tests/python/runtime/test_runtime_container.py tests/python/all-platform-minimal-test/test_runtime_packed_func.py` (20 passed) - [x] `pytest tests/python/ir/test_node_reflection.py tests/python/ir/test_container_structural_equal.py` (32 passed) - [x] `pytest tests/python/relax/test_vm_build.py tests/python/relax/test_vm_execbuilder.py tests/python/relax/test_vm_codegen_only.py` (125 passed, 2 xfailed) - [x] `pytest tests/python/relax/test_runtime_builtin.py tests/python/relax/test_op_misc.py` (19 passed) - [x] `pytest tests/python/target/test_target_target.py` (37 passed, 3 skipped) - [x] `pre-commit run` clean on touched files
270 lines
6.3 KiB
Python
270 lines
6.3 KiB
Python
# 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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"""Code generation related functions."""
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from tvm_ffi import Array
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from . import _ffi_api
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from .target import Target
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def build_module(mod, target):
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"""Build IRModule into Module.
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Parameters
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----------
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mod : tvm.IRModule
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The ir module.
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target : str
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The target module type.
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Returns
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-------
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module : runtime.Module
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The corressponding module.
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"""
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target = Target(target) if isinstance(target, str) else target
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return _ffi_api.Build(mod, target)
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def target_has_features(cpu_features, target=None):
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"""Check CPU features for the target's `-mtriple` and `-mcpu` and `-mattr`.
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Parameters
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----------
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target : Target
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The TVM target.
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cpu_features : str or Array
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CPU Feature(s) to check.
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Returns
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-------
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has_features : bool
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True if target has the feature(s).
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"""
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assert isinstance(target, Target) or target is None
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assert isinstance(cpu_features, Array | list | tuple | str)
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has_feats = True
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cpu_features = [cpu_features] if isinstance(cpu_features, str) else cpu_features
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for feat in cpu_features:
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has_feats &= _ffi_api.target_has_feature(feat, target)
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return has_feats
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def llvm_lookup_intrinsic_id(name):
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"""Lookup LLVM intrinsic id by name.
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Parameters
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----------
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name : str
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The name of the intrinsic.
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Returns
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-------
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intrin_id : int
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The intrinsic id.
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"""
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return _ffi_api.llvm_lookup_intrinsic_id(name)
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def llvm_get_intrinsic_name(intrin_id: int) -> str:
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"""Get the name of an intrinsic for a given id.
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Parameters
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----------
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intrin_id : int
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The id of the intrinsic.
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Returns
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-------
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name : str
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The name of the intrinsic.
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"""
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return _ffi_api.llvm_get_intrinsic_name(intrin_id)
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def llvm_get_system_x86_vendor():
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"""Get system x86 vendor info.
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Parameters
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----------
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Returns
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-------
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vendor : str
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The current system's cpu vendor.
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"""
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return _ffi_api.llvm_get_system_x86_vendor()
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def llvm_get_system_triple():
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"""Get system host triple.
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Parameters
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----------
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Returns
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-------
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triple : str
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The current system's triple.
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"""
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return _ffi_api.llvm_get_system_triple()
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def llvm_get_system_cpu():
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"""Get system host cpu name.
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Parameters
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----------
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Returns
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-------
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cpu_name : str
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The current system's cpu name.
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"""
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return _ffi_api.llvm_get_system_cpu()
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def llvm_get_targets():
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"""Get LLVM target list.
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Parameters
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----------
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Returns
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-------
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llvm_targets : list[str]
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List of available LLVM targets.
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"""
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return _ffi_api.llvm_get_targets()
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def llvm_get_cpu_archlist(target=None):
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"""Get CPU architectures for the target's `-mtriple`.
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Parameters
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----------
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target : Target
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The TVM target.
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Returns
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-------
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cpu_archlist : list[str]
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List of available CPU architectures.
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"""
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assert isinstance(target, Target) or target is None
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return _ffi_api.llvm_get_cpu_archlist(target)
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def llvm_get_cpu_features(target=None):
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"""Get CPU features for the target's `-mtriple` and `-mcpu` and considering `-mattr`.
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Parameters
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----------
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target : Target
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The TVM target.
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Returns
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-------
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cpu_features : list[str]
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List of available CPU features.
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"""
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assert isinstance(target, Target) or target is None
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feature_map = _ffi_api.llvm_get_cpu_features(target)
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return set(feature_map.keys())
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def llvm_cpu_has_features(cpu_features, target=None):
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"""Check CPU features for the target's `-mtriple` and `-mcpu` and considering `-mattr`.
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Parameters
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----------
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target : Target
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The TVM target.
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cpu_features : str or Array
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CPU Feature(s) to check.
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Returns
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-------
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has_features : bool
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True if target CPU has the feature(s).
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"""
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assert isinstance(target, Target) or target is None
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assert isinstance(cpu_features, Array | list | tuple | str)
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has_feats = True
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cpu_features = [cpu_features] if isinstance(cpu_features, str) else cpu_features
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for feat in cpu_features:
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has_feats &= _ffi_api.llvm_cpu_has_feature(feat, target)
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return has_feats
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def llvm_get_vector_width(target=None):
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"""Get vector width from LLVM target's `-mtriple` and `-mcpu` and considering `-mattr`.
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Parameters
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----------
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target : Target
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The TVM target.
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Returns
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-------
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vector_width : int
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Vector with of target in number of bits, -1 on error.
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"""
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assert isinstance(target, Target) or target is None
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return _ffi_api.llvm_get_vector_width(target)
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def llvm_is_valid_cpu(cpu, triple):
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"""Check if a CPU name is valid for the given LLVM triple.
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Parameters
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----------
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cpu : str
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The CPU name to check (e.g. "apple-m1").
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triple : str
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The LLVM target triple (e.g. "arm64-apple-macos").
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Returns
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-------
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is_valid : bool
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True if the CPU name is recognized by LLVM for the given triple.
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"""
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return _ffi_api.llvm_is_valid_cpu(cpu, triple)
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def llvm_version_major(allow_none=False):
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"""Get the major LLVM version.
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Parameters
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----------
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allow_none : bool
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Whether do we allow none.
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Returns
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-------
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major : int
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The major LLVM version.
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"""
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try:
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return _ffi_api.llvm_version_major()
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except AttributeError:
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if allow_none:
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return None
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raise RuntimeError("LLVM version is not available, please check if you built TVM with LLVM")
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