def extract(cls, node):
sort = 'value' if node.pb.attr['sorted'] else 'none'
TopK.update_node_stat(node, {
'mode': 'max',
'axis': -1,
'sort': sort,
'k': node.pb.attr['k'].i
})
return cls.enabled
def extract(cls, node):
sort = 'value' if node.pb.attr['sorted'] else 'none'
TopK.update_node_stat(
node, {
'mode': 'max',
'axis': -1,
'sort': sort,
'index_element_type': np.int32
})
return cls.enabled
def extract(cls, node):
"""
TopK-1 (k as attribute, required)
TopK-10 (k as input, no sorting manipulations)
TopK-11 (k as input, sorting manipulations through `sorted` and `largest` attrs)
"""
attrs = {'axis': onnx_attr(node, 'axis', 'i', default=-1)}
if onnx_node_has_attr(node, 'k'):
attrs['k'] = onnx_attr(node, 'k', 'i')
attrs['sort'] = 'value' if onnx_attr(node, 'sorted', 'i',
default=1) else 'none'
attrs['mode'] = 'max' if onnx_attr(node, 'largest', 'i',
default=1) else 'min'
TopK.update_node_stat(node, attrs)
return cls.enabled
def extract(node):
axis = onnx_attr(node, 'axis', 'i', default=-1)
TopK.update_node_stat(node, {'axis': axis, 'sort': 'value'})
return __class__.enabled
def extract(node):
sort = 'value' if node.pb.attr['sorted'] else 'none'
TopK.update_node_stat(node, {'mode': 'max', 'axis': -1, 'sort': sort})
return __class__.enabled