Tristan Konolige
780f88a425
* [FIX,AUTOTVM] Add backtraces to tuning errors Collects tracebacks in LocalBuilder and LocalRunner and adds them to the error messages. * formatting * correctly unpack traceback and exception * add assert * fix? * one remaining measureresult * formatting * fixed
127 lines
4.1 KiB
Python
127 lines
4.1 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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# pylint: disable=invalid-name, unused-import
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"""Runtime Object API"""
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import ctypes
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from tvm._ffi.base import _FFI_MODE, _RUNTIME_ONLY, check_call, _LIB, c_str
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from tvm._ffi.runtime_ctypes import ObjectRValueRef
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from . import _ffi_api, _ffi_node_api
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try:
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# pylint: disable=wrong-import-position,unused-import
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if _FFI_MODE == "ctypes":
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raise ImportError()
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from tvm._ffi._cy3.core import _set_class_object, _set_class_object_generic
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from tvm._ffi._cy3.core import ObjectBase, PyNativeObject
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except (RuntimeError, ImportError) as error:
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# pylint: disable=wrong-import-position,unused-import
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if _FFI_MODE == "cython":
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raise error
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from tvm._ffi._ctypes.packed_func import _set_class_object, _set_class_object_generic
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from tvm._ffi._ctypes.object import ObjectBase, PyNativeObject
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def _new_object(cls):
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"""Helper function for pickle"""
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return cls.__new__(cls)
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class Object(ObjectBase):
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"""Base class for all tvm's runtime objects."""
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__slots__ = []
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def __repr__(self):
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return _ffi_node_api.AsRepr(self)
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def __dir__(self):
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class_names = dir(self.__class__)
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fnames = _ffi_node_api.NodeListAttrNames(self)
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size = fnames(-1)
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return sorted([fnames(i) for i in range(size)] + class_names)
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def __getattr__(self, name):
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# specially check handle since
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# this is required for PackedFunc calls
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if name == "handle":
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raise AttributeError("handle is not set")
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try:
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return _ffi_node_api.NodeGetAttr(self, name)
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except AttributeError:
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raise AttributeError("%s has no attribute %s" % (str(type(self)), name)) from None
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def __hash__(self):
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return _ffi_api.ObjectPtrHash(self)
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def __eq__(self, other):
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return self.same_as(other)
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def __ne__(self, other):
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return not self.__eq__(other)
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def __reduce__(self):
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cls = type(self)
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return (_new_object, (cls,), self.__getstate__())
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def __getstate__(self):
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handle = self.handle
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if handle is not None:
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return {"handle": _ffi_node_api.SaveJSON(self)}
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return {"handle": None}
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def __setstate__(self, state):
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# pylint: disable=assigning-non-slot, assignment-from-no-return
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handle = state["handle"]
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self.handle = None
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if handle is not None:
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self.__init_handle_by_constructor__(_ffi_node_api.LoadJSON, handle)
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def _move(self):
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"""Create an RValue reference to the object and mark the object as moved.
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This is a advanced developer API that can be useful when passing an
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unique reference to an Object that you no longer needed to a function.
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A unique reference can trigger copy on write optimization that avoids
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copy when we transform an object.
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Note
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----
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All the reference of the object becomes invalid after it is moved.
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Be very careful when using this feature.
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Examples
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--------
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.. code-block:: python
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x = tvm.tir.Var("x", "int32")
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x0 = x
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some_packed_func(x._move())
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# both x0 and x will points to None after the function call.
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Returns
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-------
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rvalue : The rvalue reference.
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"""
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return ObjectRValueRef(self)
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_set_class_object(Object)
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