{
"Rules": [
{
"RuleName": "SquareSumV1MCtrl",
"OuterInputs": [
{
"name": "Input0"
}
],
"OuterOutputs": [
{
"name": "Output0"
}
],
"OriginGraph": {
"Nodes": [
{
"name": "Square0",
"type": [
"Square"
]
},
{
"name": "Sum0",
"type": [
"ReduceSum"
]
}
],
"Edges": [
{
"src": "Input0",
"dst": "Square0:0"
},
{
"src": "Square0:0",
"dst": "Sum0:0"
},
{
"src": "Square0:-1",
"dst": "Sum0:-1"
},
{
"src": "Sum0:0",
"dst": "Output0"
},
{
"src": "Sum0:-1",
"dst": "Output0:-1"
},
{
"src": "Input0:-1",
"dst": "Square0:-1"
}
]
},
"FusionGraph": {
"Nodes": [
{
"name": "SquareSumV1Ctrl",
"type": [
"Square"
]
}
],
"Edges": [
{
"src": "Input0",
"dst": "SquareSumV1Ctrl:0"
},
{
"src": "SquareSumV1Ctrl:0",
"dst": "Output0"
},
{
"src": "Input0:-1",
"dst": "SquareSumV1Ctrl:-1"
},
{
"src": "SquareSumV1Ctrl:-1",
"dst": "Output0:-1"
}
]
}
},
{
"RuleName": "SquareSumAddMul_ALLCtrl",
"OuterInputs": [
{
"name": "InputSquare0"
},
{
"name": "InputAdd0"
}
],
"OuterOutputs": [
{
"name": "OutputMul0"
},
{
"name": "OutputAdd0"
},
{
"name": "OutputSquare1"
}
],
"OriginGraph": {
"Nodes": [
{
"name": "Square0",
"type": [
"Square"
]
},
{
"name": "Square1",
"type": [
"Square"
]
},
{
"name": "Mul0",
"type": [
"Mul"
]
},
{
"name": "Add0",
"type": [
"Add"
]
},
{
"name": "Sum0",
"type": [
"ReduceSum"
]
}
],
"Edges": [
{
"src": "InputSquare0",
"dst": "Square0:0"
},
{
"src": "InputSquare0:-1",
"dst": "Square0:-1"
},
{
"src": "Square0:0",
"dst": "Sum0:0"
},
{
"src": "Square0:-1",
"dst": "Square1:-1"
},
{
"src": "Square1:0",
"dst": "OutputSquare1"
},
{
"src": "Sum0:0",
"dst": "Add0:0"
},
{
"src": "Sum0:-1",
"dst": "Add0:-1"
},
{
"src": "Sum0:0",
"dst": "Mul0:0"
},
{
"src": "Add0:0",
"dst": "OutputAdd0"
},
{
"src": "Add0:0",
"dst": "Mul0:1"
},
{
"src": "Add0:-1",
"dst": "Mul0:-1"
},
{
"src": "Mul0:-1",
"dst": "OutputMul0:-1"
},
{
"src": "Mul0:0",
"dst": "OutputMul0"
},
{
"src": "InputAdd0",
"dst": "Add0:1"
}
]
},
"FusionGraph": {
"Nodes": [
{
"name": "SquareSumV1Ctrl",
"type": [
"Square"
]
}
],
"Edges": [
{
"src": "InputSquare0",
"dst": "SquareSumV1Ctrl:0"
},
{
"src": "InputSquare0:-1",
"dst": "SquareSumV1Ctrl:-1"
},
{
"src": "InputAdd0",
"dst": "SquareSumV1Ctrl:1"
},
{
"src": "SquareSumV1Ctrl:0",
"dst": "OutputSquare1"
},
{
"src": "SquareSumV1Ctrl:1",
"dst": "OutputMul0"
},
{
"src": "SquareSumV1Ctrl:2",
"dst": "OutputAdd0"
},
{
"src": "SquareSumV1Ctrl:-1",
"dst": "OutputMul0:-1"
}
]
}
},
{
"RuleName": "SquareSumAddMul_ALLCtrl_multiinput",
"OuterInputs": [
{
"name": "InputSquare0"
},
{
"name": "InputAdd0"
}
],
"OuterOutputs": [
{
"name": "OutputMul0"
},
{
"name": "OutputAdd0"
}
],
"OriginGraph": {
"Nodes": [
{
"name": "Square0",
"type": [
"Square"
]
},
{
"name": "Square1",
"type": [
"Square"
]
},
{
"name": "Square2",
"type": [
"Square"
]
},
{
"name": "Mul0",
"type": [
"Mul"
]
},
{
"name": "Add0",
"type": [
"Add"
]
},
{
"name": "Sum0",
"type": [
"ReduceSum"
]
}
],
"Edges": [
{
"src": "InputSquare0",
"dst": "Square0:0"
},
{
"src": "InputSquare0:-1",
"dst": "Add0:-1"
},
{
"src": "InputSquare0:-1",
"dst": "Square0:-1"
},
{
"src": "Square0:0",
"dst": "Sum0:0"
},
{
"src": "Square0:-1",
"dst": "Square1:-1"
},
{
"src": "Square1:-1",
"dst": "Square2:-1"
},
{
"src": "Sum0:0",
"dst": "Add0:0"
},
{
"src": "Square0:-1",
"dst": "Add0:-1"
},
{
"src": "Square2:0",
"dst": "Mul0:0"
},
{
"src": "Add0:0",
"dst": "OutputAdd0"
},
{
"src": "Add0:0",
"dst": "Mul0:1"
},
{
"src": "Square0:-1",
"dst": "Mul0:-1"
},
{
"src": "Mul0:-1",
"dst": "OutputMul0:-1"
},
{
"src": "Mul0:0",
"dst": "OutputMul0"
},
{
"src": "InputAdd0",
"dst": "Add0:1"
},
{
"src": "InputAdd0:-1",
"dst": "Add0:-1"
}
]
},
"FusionGraph": {
"Nodes": [
{
"name": "SquareSumV1Ctrl",
"type": [
"Square"
]
}
],
"Edges": [
{
"src": "InputSquare0",
"dst": "SquareSumV1Ctrl:0"
},
{
"src": "InputSquare0:-1",
"dst": "SquareSumV1Ctrl:-1"
},
{
"src": "InputAdd0",
"dst": "SquareSumV1Ctrl:1"
},
{
"src": "InputAdd0:-1",
"dst": "SquareSumV1Ctrl:-1"
},
{
"src": "SquareSumV1Ctrl:0",
"dst": "OutputMul0"
},
{
"src": "SquareSumV1Ctrl:1",
"dst": "OutputAdd0"
},
{
"src": "SquareSumV1Ctrl:-1",
"dst": "OutputMul0:-1"
}
]
}
},
{
"RuleName": "SquareSumAddMul_ALLCtrl_outputRef",
"OuterInputs": [
{
"name": "InputSquare0"
},
{
"name": "InputAdd0"
}
],
"OuterOutputs": [
{
"name": "OutputMul0"
},
{
"name": "OutputAdd0"
}
],
"OriginGraph": {
"Nodes": [
{
"name": "Square0",
"type": [
"Square"
]
},
{
"name": "Square1",
"type": [
"Square"
]
},
{
"name": "Square2",
"type": [
"Square"
]
},
{
"name": "Mul0",
"type": [
"Mul"
]
},
{
"name": "Add0",
"type": [
"Add"
]
},
{
"name": "Sum0",
"type": [
"ReduceSum"
]
}
],
"Edges": [
{
"src": "InputSquare0",
"dst": "Square0:0"
},
{
"src": "InputSquare0:-1",
"dst": "Square0:-1"
},
{
"src": "Square0:0",
"dst": "Sum0:0"
},
{
"src": "Square0:-1",
"dst": "Square1:-1"
},
{
"src": "Square1:-1",
"dst": "Square2:-1"
},
{
"src": "Sum0:0",
"dst": "Add0:0"
},
{
"src": "Square0:-1",
"dst": "Add0:-1"
},
{
"src": "Square2:0",
"dst": "Mul0:0"
},
{
"src": "Add0:0",
"dst": "OutputAdd0"
},
{
"src": "Add0:0",
"dst": "Mul0:1"
},
{
"src": "Square0:-1",
"dst": "Mul0:-1"
},
{
"src": "Mul0:-1",
"dst": "OutputMul0:-1"
},
{
"src": "Mul0:0",
"dst": "OutputMul0"
},
{
"src": "InputAdd0",
"dst": "Add0:1"
}
]
},
"FusionGraph": {
"Nodes": [
{
"name": "SquareSumV1Ctrl",
"type": [
"Square"
]
}
],
"Edges": [
{
"src": "InputSquare0",
"dst": "SquareSumV1Ctrl:0"
},
{
"src": "InputSquare0:-1",
"dst": "SquareSumV1Ctrl:-1"
},
{
"src": "InputAdd0",
"dst": "SquareSumV1Ctrl:1"
},
{
"src": "SquareSumV1Ctrl:0",
"dst": "OutputMul0"
},
{
"src": "SquareSumV1Ctrl:1",
"dst": "OutputAdd0"
},
{
"src": "SquareSumV1Ctrl:-1",
"dst": "OutputMul0:-1"
}
]
}
},
{
"RuleName": "SquareSumAddMul_ALLCtrl_1",
"OuterInputs": [
{
"name": "InputSquare0"
},
{
"name": "InputAdd0"
}
],
"OuterOutputs": [
{
"name": "OutputMul0"
},
{
"name": "OutputAdd0"
}
],
"OriginGraph": {
"Nodes": [
{
"name": "Square0",
"type": [
"Square"
]
},
{
"name": "Square1",
"type": [
"Square"
]
},
{
"name": "Square2",
"type": [
"Square"
]
},
{
"name": "Mul0",
"type": [
"Mul"
]
},
{
"name": "Add0",
"type": [
"Add"
]
},
{
"name": "Sum0",
"type": [
"ReduceSum"
]
}
],
"Edges": [
{
"src": "InputSquare0",
"dst": "Square0:0"
},
{
"src": "InputSquare0:-1",
"dst": "Square0:-1"
},
{
"src": "Square0:0",
"dst": "Sum0:0"
},
{
"src": "Square0:-1",
"dst": "Square1:-1"
},
{
"src": "Square1:-1",
"dst": "Square2:-1"
},
{
"src": "Sum0:0",
"dst": "Add0:0"
},
{
"src": "Sum0:-1",
"dst": "Add0:-1"
},
{
"src": "Square2:0",
"dst": "Mul0:0"
},
{
"src": "Add0:0",
"dst": "OutputAdd0"
},
{
"src": "Add0:0",
"dst": "Mul0:1"
},
{
"src": "Add0:-1",
"dst": "Mul0:-1"
},
{
"src": "Mul0:-1",
"dst": "OutputMul0:-1"
},
{
"src": "Mul0:0",
"dst": "OutputMul0"
},
{
"src": "InputAdd0",
"dst": "Add0:1"
}
]
},
"FusionGraph": {
"Nodes": [
{
"name": "SquareSumV1Ctrl",
"type": [
"Square"
]
}
],
"Edges": [
{
"src": "InputSquare0",
"dst": "SquareSumV1Ctrl:0"
},
{
"src": "InputSquare0:-1",
"dst": "SquareSumV1Ctrl:-1"
},
{
"src": "InputAdd0",
"dst": "SquareSumV1Ctrl:1"
},
{
"src": "SquareSumV1Ctrl:0",
"dst": "OutputMul0"
},
{
"src": "SquareSumV1Ctrl:1",
"dst": "OutputAdd0"
},
{
"src": "SquareSumV1Ctrl:-1",
"dst": "OutputMul0:-1"
}
]
}
},
{
"RuleName": "SquareSumAddMul_ALLCtrl_2input",
"OuterInputs": [
{
"name": "InputSquare0"
},
{
"name": "InputAdd0"
}
],
"OuterOutputs": [
{
"name": "OutputMul0"
},
{
"name": "OutputAdd0"
}
],
"OriginGraph": {
"Nodes": [
{
"name": "Square0",
"type": [
"Square"
]
},
{
"name": "Square1",
"type": [
"Square"
]
},
{
"name": "Square2",
"type": [
"Square"
]
},
{
"name": "Mul0",
"type": [
"Mul"
]
},
{
"name": "Add0",
"type": [
"Add"
]
},
{
"name": "Sum0",
"type": [
"ReduceSum"
]
}
],
"Edges": [
{
"src": "InputSquare0",
"dst": "Square0:0"
},
{
"src": "InputSquare0:-1",
"dst": "Square0:-1"
},
{
"src": "Square0:0",
"dst": "Sum0:0"
},
{
"src": "Square0:-1",
"dst": "Square1:-1"
},
{
"src": "Square1:-1",
"dst": "Square2:-1"
},
{
"src": "Sum0:0",
"dst": "Add0:0"
},
{
"src": "InputAdd0:-1",
"dst": "Add0:-1"
},
{
"src": "Square2:0",
"dst": "Mul0:0"
},
{
"src": "Add0:0",
"dst": "OutputAdd0"
},
{
"src": "Add0:0",
"dst": "Mul0:1"
},
{
"src": "Add0:-1",
"dst": "Mul0:-1"
},
{
"src": "Mul0:-1",
"dst": "OutputMul0:-1"
},
{
"src": "Mul0:0",
"dst": "OutputMul0"
},
{
"src": "InputAdd0",
"dst": "Add0:1"
}
]
},
"FusionGraph": {
"Nodes": [
{
"name": "SquareSumV1Ctrl",
"type": [
"Square"
]
}
],
"Edges": [
{
"src": "InputSquare0",
"dst": "SquareSumV1Ctrl:0"
},
{
"src": "InputSquare0:-1",
"dst": "SquareSumV1Ctrl:-1"
},
{
"src": "InputAdd0",
"dst": "SquareSumV1Ctrl:1"
},
{
"src": "InputAdd0:-1",
"dst": "SquareSumV1Ctrl:-1"
},
{
"src": "SquareSumV1Ctrl:0",
"dst": "OutputMul0"
},
{
"src": "SquareSumV1Ctrl:1",
"dst": "OutputAdd0"
},
{
"src": "SquareSumV1Ctrl:-1",
"dst": "OutputMul0:-1"
}
]
}
},
{
"RuleName": "SquareSumV1",
"OuterInputs": [
{
"name": "Input0"
}
],
"OuterOutputs": [
{
"name": "Output0"
}
],
"OriginGraph": {
"Nodes": [
{
"name": "Square0",
"type": [
"Square"
]
},
{
"name": "Sum0",
"type": [
"ReduceSum"
]
}
],
"Edges": [
{
"src": "Input0",
"dst": "Square0:0"
},
{
"src": "Square0:0",
"dst": "Sum0:0"
},
{
"src": "Sum0:0",
"dst": "Output0"
}
]
},
"FusionGraph": {
"Nodes": [
{
"name": "SquareSumV1",
"type": [
"Square"
]
}
],
"Edges": [
{
"src": "Input0",
"dst": "SquareSumV1:0"
},
{
"src": "SquareSumV1:0",
"dst": "Output0"
}
]
}
},
{
"RuleName": "LambUpdateWithLrV2RuleCond1",
"OuterInputs": [
{
"name": "Input0"
},
{
"name": "Input1"
},
{
"name": "Input2"
},
{
"name": "Input3"
},
{
"name": "Input4"
},
{
"name": "Greater_y"
},
{
"name": "Select_e"
}
],
"OuterOutputs": [
{
"name": "Output0"
}
],
"OriginGraph": {
"Nodes": [
{
"name": "Greater0",
"type": [
"Greater"
]
},
{
"name": "Greater1",
"type": [
"Greater"
]
},
{
"name": "RealDiv0",
"type": [
"RealDiv"
]
},
{
"name": "Select0",
"type": [
"Select"
]
},
{
"name": "Select1",
"type": [
"Select"
]
},
{
"name": "Mul0",
"type": [
"Mul"
]
},
{
"name": "Mul1",
"type": [
"Mul"
]
},
{
"name": "Sub0",
"type": [
"Sub"
]
}
],
"Edges": [
{
"src": "Input0",
"dst": "Greater0:0"
},
{
"src": "Greater_y",
"dst": "Greater0:1"
},
{
"src": "Input1",
"dst": "Greater1:0"
},
{
"src": "Greater_y",
"dst": "Greater1:1"
},
{
"src": "Input0",
"dst": "RealDiv0:0"
},
{
"src": "Input1",
"dst": "RealDiv0:1"
},
{
"src": "Greater1:0",
"dst": "Select0:0"
},
{
"src": "RealDiv0:0",
"dst": "Select0:1"
},
{
"src": "Select_e",
"dst": "Select0:2"
},
{
"src": "Greater0:0",
"dst": "Select1:0"
},
{
"src": "Select0:0",
"dst": "Select1:1"
},
{
"src": "Select_e",
"dst": "Select1:2"
},
{
"src": "Input2",
"dst": "Mul0:0"
},
{
"src": "Select1:0",
"dst": "Mul0:1"
},
{
"src": "Mul0:0",
"dst": "Mul1:0"
},
{
"src": "Input3",
"dst": "Mul1:1"
},
{
"src": "Input4",
"dst": "Sub0:0"
},
{
"src": "Mul1:0",
"dst": "Sub0:1"
},
{
"src": "Sub0:0",
"dst": "Output0"
}
]
},
"FusionGraph": {
"Nodes": [
{
"name": "LambUpdateWithLrV2",
"type": [
"Sub"
]
}
],
"Edges": [
{
"src": "Input0",
"dst": "LambUpdateWithLrV2:0"
},
{
"src": "Input1",
"dst": "LambUpdateWithLrV2:1"
},
{
"src": "Input2",
"dst": "LambUpdateWithLrV2:2"
},
{
"src": "Input3",
"dst": "LambUpdateWithLrV2:3"
},
{
"src": "Input4",
"dst": "LambUpdateWithLrV2:4"
},
{
"src": "Greater_y",
"dst": "LambUpdateWithLrV2:5"
},
{
"src": "Select_e",
"dst": "LambUpdateWithLrV2:6"
},
{
"src": "LambUpdateWithLrV2:0",
"dst": "Output0"
}
]
}
}
]
}