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[RELAY][BYOC] Register pattern tables from external codegens
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This adds utility functions to support registering
and retrieving pattern tables used by MergeComposite for
external codegens.

Change-Id: I5be165a321440e48b15ff6aff4970e0c67496aaa
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mbaret committed Apr 7, 2020
1 parent 41b8fd1 commit 89db580
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2 changes: 2 additions & 0 deletions python/tvm/relay/op/contrib/__init__.py
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# under the License.
# pylint: disable=wildcard-import
"""Contrib modules."""
from .register import get_pattern_table, register_pattern_table

from .dnnl import *
49 changes: 49 additions & 0 deletions python/tvm/relay/op/contrib/register.py
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# 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.
"""Register utilities for external codegen."""
_PATTERN_TABLES = {}


def register_pattern_table(compiler, table=None):
"""Register a pattern table for an external compiler.
Pattern tables are used to create composite functions.
See the MergeComposite pass.
Parameters
----------
compiler : str
The name of compiler
table : function, optional
A function that returns the pattern table
Returns
-------
fregister : function
Register function if value is not specified.
"""
def _register(t):
"""internal register function"""
_PATTERN_TABLES[compiler] = t()
return t
return _register(table) if table is not None else _register


def get_pattern_table(compiler):
"""Get the pattern table associated with a compiler (if it's registered)."""
return _PATTERN_TABLES[compiler] if compiler in _PATTERN_TABLES else None
45 changes: 45 additions & 0 deletions tests/python/relay/test_pattern_table.py
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# 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.
"""Unit test for pattern table registry (BYOC)."""
from tvm.relay.op.contrib import get_pattern_table, register_pattern_table
from tvm import relay


@register_pattern_table("test_pattern_table")
def pattern_table():
def _make_add_relu_pattern():
x = relay.var('x')
y = relay.var('y')
add_node = relay.add(x, y)
r = relay.nn.relu(add_node)
return r

def _check_add_relu_pattern():
return True

return [
("test_pattern_table.add_relu", _make_add_relu_pattern(), _check_add_relu_pattern)
]


def test_retrieve_pattern_table():
table = get_pattern_table("test_pattern_table")
assert table[0][0] == "test_pattern_table.add_relu"


if __name__ == "__main__":
test_retrieve_pattern_table()

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