60 lines
2.4 KiB
Python
60 lines
2.4 KiB
Python
# Copyright (C) 2018-2021 Intel Corporation
|
|
# SPDX-License-Identifier: Apache-2.0
|
|
|
|
import unittest
|
|
|
|
import numpy as np
|
|
|
|
from extensions.ops.LookupTableInsert import LookupTableInsert
|
|
from mo.front.common.partial_infer.utils import int64_array
|
|
from mo.graph.graph import Node
|
|
from unit_tests.utils.graph import build_graph
|
|
|
|
nodes_attributes = {'table': {'kind': 'op'},
|
|
'table_data': {'shape': None, 'value': None, 'kind': 'data'},
|
|
'keys': {'kind': 'op'},
|
|
'keys_data': {'shape': None, 'value': None, 'kind': 'data'},
|
|
'values': {'kind': 'op'},
|
|
'values_data': {'shape': None, 'value': None, 'kind': 'data'},
|
|
'lookuptableinsert_node': {'op': 'LookupTableInsert', 'kind': 'op'},
|
|
'output': {'shape': None, 'value': None, 'kind': 'data'}}
|
|
|
|
# graph 1
|
|
edges1 = [('table', 'table_data'),
|
|
('keys', 'keys_data'),
|
|
('values', 'values_data'),
|
|
('table_data', 'lookuptableinsert_node', {'in': 0}),
|
|
('keys_data', 'lookuptableinsert_node', {'in': 1}),
|
|
('values_data', 'lookuptableinsert_node', {'in': 2}),
|
|
('lookuptableinsert_node', 'output')]
|
|
|
|
# valid test case
|
|
inputs1 = {'table_data': {},
|
|
'keys_data': {'shape': int64_array([4])},
|
|
'values_data': {'shape': int64_array([4])}}
|
|
|
|
# invalid test case
|
|
inputs2 = {'table_data': {},
|
|
'keys_data': {'shape': int64_array([5, 2])},
|
|
'values_data': {'shape': int64_array([4])}}
|
|
|
|
class TestLookupTableInsert(unittest.TestCase):
|
|
def test_infer1(self):
|
|
graph = build_graph(nodes_attributes, edges1, inputs1)
|
|
lookuptableinsert_node = Node(graph, 'lookuptableinsert_node')
|
|
LookupTableInsert.infer(lookuptableinsert_node)
|
|
|
|
# prepare reference results
|
|
ref_output_shape = int64_array([])
|
|
|
|
# get the result
|
|
res_output_shape = graph.node['output']['shape']
|
|
|
|
self.assertTrue(np.array_equal(ref_output_shape, res_output_shape),
|
|
'shapes do not match expected: {} and given: {}'.format(ref_output_shape, res_output_shape))
|
|
|
|
def test_infer_invalid1(self):
|
|
graph = build_graph(nodes_attributes, edges1, inputs2)
|
|
lookuptableinsert_node = Node(graph, 'lookuptableinsert_node')
|
|
self.assertRaises(AssertionError, LookupTableInsert.infer, lookuptableinsert_node)
|