[MO] enable ir_reader read and write Quantico model (#12515)

tools/mo/openvino/tools/mo/ops/If.py

@@ -4,7 +4,7 @@
 import logging as log
 import numpy as np
 
-from openvino.tools.mo.front.common.partial_infer.utils import int64_array, is_fully_defined, dynamic_dimension_value
+from openvino.tools.mo.front.common.partial_infer.utils import int64_array, is_fully_defined, dynamic_dimension_value, unmask_shape
 from openvino.tools.mo.graph.graph import Node, Graph
 from openvino.tools.mo.middle.passes.infer import partial_infer
 from openvino.tools.mo.ops.op import Op
@@ -137,7 +137,7 @@ class If(Op):
                 .format(output_node.name, port_id)
             outputs_mapping[port_id][branch_name] = output_node
             out_node_shape = output_node.in_port(0).data.get_shape()
-            graph_contain_fake_outputs = graph_contain_fake_outputs and np.any(out_node_shape == 0)
+            graph_contain_fake_outputs = graph_contain_fake_outputs and np.any(unmask_shape(out_node_shape) == 0)
         return graph_contain_fake_outputs
 
     @staticmethod

tools/mo/openvino/tools/mo/utils/ir_engine/ir_engine.py

@@ -328,6 +328,7 @@ class IREngine(object):
         if precision is None:
             precision = xml_layer.attrib['precision']
         precision_map = {
+            'FP64': (8, np.float64),
             'FP32': (4, np.float32),
             'FP16': (2, np.float16),
             'I64': (8, np.int64),

tools/mo/openvino/tools/mo/utils/ir_reader/extenders/if_extender.py

@@ -10,7 +10,7 @@ class IfExtender(Extender):
     op = 'If'
 
     @staticmethod
-    def set_input_output_id(subgraph, input_port_map, output_port_map):
+    def set_input_output_id(subgraph, input_port_map, output_port_map, num_of_in_ports, num_of_out_ports):
         for node in subgraph.get_op_nodes():
             if not node.has_valid('id'):
                 continue
@@ -20,7 +20,12 @@ class IfExtender(Extender):
                     node['input_id'] = if_input_mapping_elem['external_port_id']
             for if_out_mapping_elem in output_port_map:
                 if node_id == if_out_mapping_elem['internal_layer_id']:
-                    node['output_id'] = if_out_mapping_elem['external_port_id']
+                    # If external_point ID is counted with inputs 
+                    if if_out_mapping_elem['external_port_id'] > num_of_out_ports:
+                        node['output_id'] = if_out_mapping_elem['external_port_id'] - num_of_in_ports
+                    # If external_point ID is counted from 0 
+                    else:
+                        node['output_id'] = if_out_mapping_elem['external_port_id']
 
     @staticmethod
     def extend(op: Node):
@@ -37,5 +42,7 @@ class IfExtender(Extender):
         op.then_graph = copy_graph_with_ops(op.then_graph.graph)
         op.else_graph = copy_graph_with_ops(op.else_graph.graph)
 
-        IfExtender.set_input_output_id(op.then_graph, op.then_input_port_map, op.then_output_port_map)
-        IfExtender.set_input_output_id(op.else_graph, op.else_input_port_map, op.else_output_port_map)
+        num_of_in_ports = len(op.in_ports())
+        num_of_out_ports = len(op.out_ports())
+        IfExtender.set_input_output_id(op.then_graph, op.then_input_port_map, op.then_output_port_map, num_of_in_ports, num_of_out_ports)
+        IfExtender.set_input_output_id(op.else_graph, op.else_input_port_map, op.else_output_port_map, num_of_in_ports, num_of_out_ports)

tools/mo/openvino/tools/mo/utils/ir_reader/extenders/parameter_extender.py

@@ -24,7 +24,8 @@ class Parameter_extender(Extender):
             for i, dim in enumerate(op.shape):
                 if dim == -1 or (isinstance(dim, str) and ".." in dim):
                     shape[i] = -1
-                    if ".." in dim:
+                    # Check only if dim is not int
+                    if not isinstance(dim, int) and '..' in dim:
                         has_shapes_with_boundaries = True
             shape = shape_array([d if d not in [-1, '?'] else dynamic_dimension_value for d in shape])