diff --git a/config/op_info.config b/config/op_info.config
index 440a40f066e..b947166dc43 100644
--- a/config/op_info.config
+++ b/config/op_info.config
@@ -152,8 +152,8 @@
 {"op_name": "BufferGetItem", "inputs": [{"index": 0, "name": "x", "param_type": "dynamic"}], "outputs": [{"index": 0, "name": "output", "param_type": "dynamic"}], "attr": [], "fusion_type": "", "dtype_format": [[["int32", "DefaultFormat"], ["int32", "DefaultFormat"]]], "imply_type": "CPU"}
 {"op_name": "BufferSample", "inputs": [{"index": 0, "name": "x", "param_type": "dynamic"}], "outputs": [{"index": 0, "name": "output", "param_type": "dynamic"}], "attr": [], "fusion_type": "", "dtype_format": [[["int32", "DefaultFormat"], ["int32", "DefaultFormat"]]], "imply_type": "CPU"}
 {"op_name": "Abs", "inputs": [{"index": 0, "name": "x"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"]], [["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"]]], "imply_type": "AKG", "processor": "AiCore"}
-{"op_name": "Add", "inputs": [{"index": 0, "name": "x"}, {"index": 1, "name": "y"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["int32", "NC1HWC0"], ["int32", "NC1HWC0"], ["int32", "NC1HWC0"]], [["float16", "FracZ"], ["float16", "FracZ"], ["float16", "FracZ"]], [["float32", "FracZ"], ["float32", "FracZ"], ["float32", "FracZ"]], [["int32", "FracZ"], ["int32", "FracZ"], ["int32", "FracZ"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"]], [["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"]], [["int32", "FRACTAL_NZ"], ["int32", "FRACTAL_NZ"], ["int32", "FRACTAL_NZ"]]], "imply_type": "AKG", "processor": "AiCore"}
-{"op_name": "AddN", "inputs": [{"index": 0, "name": "inputs", "param_type": "dynamic"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float16", "FracZ"], ["float16", "FracZ"]], [["float32", "FracZ"], ["float32", "FracZ"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"]], [["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"]]], "imply_type": "AKG", "processor": "AiCore"}
+{"op_name": "Add", "inputs": [{"index": 0, "name": "x"}, {"index": 1, "name": "y"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["int32", "NC1HWC0"], ["int32", "NC1HWC0"], ["int32", "NC1HWC0"]], [["float16", "FRACTAL_Z"], ["float16", "FRACTAL_Z"], ["float16", "FRACTAL_Z"]], [["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"]], [["int32", "FRACTAL_Z"], ["int32", "FRACTAL_Z"], ["int32", "FRACTAL_Z"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"]], [["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"]], [["int32", "FRACTAL_NZ"], ["int32", "FRACTAL_NZ"], ["int32", "FRACTAL_NZ"]]], "imply_type": "AKG", "processor": "AiCore"}
+{"op_name": "AddN", "inputs": [{"index": 0, "name": "inputs", "param_type": "dynamic"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float16", "FRACTAL_Z"], ["float16", "FRACTAL_Z"]], [["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"]], [["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"]]], "imply_type": "AKG", "processor": "AiCore"}
 {"op_name": "BatchMatMul", "inputs": [{"index": 0, "name": "x1"}, {"index": 1, "name": "x2"}], "outputs": [{"index": 0, "name": "output"}], "attr": [{"name": "transpose_a", "param_type": "optional", "type": "bool"}, {"name": "transpose_b", "param_type": "optional", "type": "bool"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"]]], "imply_type": "AKG", "processor": "AiCore"}
 {"op_name": "Cast", "inputs": [{"index": 0, "name": "x"}], "outputs": [{"index": 0, "name": "output"}], "attr": [{"name": "dst_type", "param_type": "required", "type": "str"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float16", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["float16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["bool", "DefaultFormat"], ["float16", "DefaultFormat"]], [["bool", "DefaultFormat"], ["float32", "DefaultFormat"]], [["bool", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float16", "NC1HWC0"]], [["bool", "NC1HWC0"], ["int32", "NC1HWC0"]], [["bool", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float16", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"]], [["float32", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"]], [["bool", "FRACTAL_NZ"], ["int32", "FRACTAL_NZ"]], [["bool", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"]]], "imply_type": "AKG", "processor": "AiCore"}
 {"op_name": "Equal", "inputs": [{"index": 0, "name": "x"}, {"index": 1, "name": "y"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["bool", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["bool", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["bool", "NC1HWC0"]], [["int32", "NC1HWC0"], ["int32", "NC1HWC0"], ["bool", "NC1HWC0"]]], "imply_type": "AKG", "processor": "AiCore"}
@@ -166,7 +166,7 @@
 {"op_name": "Log", "inputs": [{"index": 0, "name": "x"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"]], [["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"]]], "imply_type": "AKG", "processor": "AiCore"}
 {"op_name": "Maximum", "inputs": [{"index": 0, "name": "x"}, {"index": 1, "name": "y"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "COMMREDUCE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["int32", "NC1HWC0"], ["int32", "NC1HWC0"], ["int32", "NC1HWC0"]]], "imply_type": "AKG", "processor": "AiCore"}
 {"op_name": "Minimum", "inputs": [{"index": 0, "name": "x"}, {"index": 1, "name": "y"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "COMMREDUCE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["int32", "NC1HWC0"], ["int32", "NC1HWC0"], ["int32", "NC1HWC0"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"]], [["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"]], [["int32", "FRACTAL_NZ"], ["int32", "FRACTAL_NZ"], ["int32", "FRACTAL_NZ"]]], "imply_type": "AKG", "processor": "AiCore"}
-{"op_name": "Mul", "inputs": [{"index": 0, "name": "x"}, {"index": 1, "name": "y"}], "outputs": [{"index": 0, "name": "output"}], "attr": [{"name": "x_shape", "param_type": "required", "type": "listInt"}, {"name": "y_shape", "param_type": "required", "type": "listInt"}, {"name": "data_format", "param_type": "required", "type": "listStr"}], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float16", "FracZ"], ["float16", "FracZ"], ["float16", "FracZ"]], [["float32", "FracZ"], ["float32", "FracZ"], ["float32", "FracZ"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"]], [["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"]]], "imply_type": "AKG", "processor": "AiCore"}
+{"op_name": "Mul", "inputs": [{"index": 0, "name": "x"}, {"index": 1, "name": "y"}], "outputs": [{"index": 0, "name": "output"}], "attr": [{"name": "x_shape", "param_type": "required", "type": "listInt"}, {"name": "y_shape", "param_type": "required", "type": "listInt"}, {"name": "data_format", "param_type": "required", "type": "listStr"}], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float16", "FRACTAL_Z"], ["float16", "FRACTAL_Z"], ["float16", "FRACTAL_Z"]], [["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"]], [["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"]]], "imply_type": "AKG", "processor": "AiCore"}
 {"op_name": "Neg", "inputs": [{"index": 0, "name": "x"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["int32", "NC1HWC0"], ["int32", "NC1HWC0"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"]], [["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"]], [["int32", "FRACTAL_NZ"], ["int32", "FRACTAL_NZ"]]], "imply_type": "AKG", "processor": "AiCore"}
 {"op_name": "Pow", "inputs": [{"index": 0, "name": "x"}, {"index": 1, "name": "power"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["int32", "NC1HWC0"], ["int32", "NC1HWC0"], ["int32", "NC1HWC0"]]], "imply_type": "AKG", "processor": "AiCore"}
 {"op_name": "RealDiv", "inputs": [{"index": 0, "name": "x"}, {"index": 1, "name": "y"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"]], [["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"]]], "imply_type": "AKG", "processor": "AiCore"}
@@ -178,7 +178,7 @@
 {"op_name": "Select", "inputs": [{"index": 0, "name": "condition"}, {"index": 1, "name": "x"}, {"index": 2, "name": "y"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["bool", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["bool", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["bool", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["bool", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["bool", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["bool", "NC1HWC0"], ["int32", "NC1HWC0"], ["int32", "NC1HWC0"], ["int32", "NC1HWC0"]]], "imply_type": "AKG", "processor": "AiCore"}
 {"op_name": "Sqrt", "inputs": [{"index": 0, "name": "x"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["int32", "NC1HWC0"], ["int32", "NC1HWC0"]]], "imply_type": "AKG", "processor": "AiCore"}
 {"op_name": "Square", "inputs": [{"index": 0, "name": "x"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"]], [["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"]]], "imply_type": "AKG", "processor": "AiCore"}
-{"op_name": "Sub", "inputs": [{"index": 0, "name": "x"}, {"index": 1, "name": "y"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["int32", "NC1HWC0"], ["int32", "NC1HWC0"], ["int32", "NC1HWC0"]], [["float16", "FracZ"], ["float16", "FracZ"], ["float16", "FracZ"]], [["float32", "FracZ"], ["float32", "FracZ"], ["float32", "FracZ"]], [["int32", "FracZ"], ["int32", "FracZ"], ["int32", "FracZ"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"]], [["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"]], [["int32", "FRACTAL_NZ"], ["int32", "FRACTAL_NZ"], ["int32", "FRACTAL_NZ"]]], "imply_type": "AKG", "processor": "AiCore"}
+{"op_name": "Sub", "inputs": [{"index": 0, "name": "x"}, {"index": 1, "name": "y"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["int32", "NC1HWC0"], ["int32", "NC1HWC0"], ["int32", "NC1HWC0"]], [["float16", "FRACTAL_Z"], ["float16", "FRACTAL_Z"], ["float16", "FRACTAL_Z"]], [["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"]], [["int32", "FRACTAL_Z"], ["int32", "FRACTAL_Z"], ["int32", "FRACTAL_Z"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"]], [["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"]], [["int32", "FRACTAL_NZ"], ["int32", "FRACTAL_NZ"], ["int32", "FRACTAL_NZ"]]], "imply_type": "AKG", "processor": "AiCore"}
 {"op_name": "ProdForceSeA", "inputs": [{"index": 0, "name": "net_deriv_tensor"}, {"index": 1, "name": "in_deriv_tensor"}, {"index": 2, "name": "nlist_tensor"}], "outputs": [{"index": 0, "name": "output"}], "attr": [{"name": "natoms", "param_type": "required", "type": "int"}], "fusion_type": "ELEMWISE", "dtype_format": [[["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "AKG", "processor": "AiCore"}
 {"op_name": "LoadIm2Col", "inputs": [{"index": 0, "name": "x"}], "outputs": [{"index": 0, "name": "output"}], "attr": [{"name": "ksizes", "param_type": "required", "type": "listInt"}, {"name": "strides", "param_type": "required", "type": "listInt"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "DefaultFormat"]], [["float32", "NC1HWC0"], ["float32", "DefaultFormat"]]], "imply_type": "AKG", "processor": "AiCore"}
 {"op_name": "Equal", "inputs": [{"index": 0, "name": "x"}, {"index": 1, "name": "y"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["bool", "DefaultFormat"]], [["float64", "DefaultFormat"], ["float64", "DefaultFormat"], ["bool", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int16", "DefaultFormat"], ["bool", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int8", "DefaultFormat"], ["bool", "DefaultFormat"]], [["bool", "DefaultFormat"], ["bool", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "AKG", "processor": "CUDA"}
@@ -199,60 +199,60 @@
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@@ -265,12 +265,12 @@
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+{"op_name": "Conv2DBackpropFilter", "inputs": [{"index": 0, "name": "out_backprop", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "filter_sizes", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "stride", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "pad_list", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "dilation", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "groups", "param_type": "optional", "type": "int", "value": "all", "default_value": "1"}, {"name": "format", "param_type": "optional", "type": "str", "value": "all", "default_value": "NHWC"}], "fusion_type": "CONVOLUTION", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["int32", "DefaultFormat"], ["float32", "FRACTAL_Z"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "conv2d_backprop_filter.so", "compute_cost": 10, "kernel_name": "conv2d_backprop_filter", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
+{"op_name": "Conv2DBackpropInput", "inputs": [{"index": 0, "name": "out_backprop", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "filter", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "input_size", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": true, "param_type": "required", "shape": "all"}], "attr": [{"name": "stride", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "pad_list", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "dilation", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "groups", "param_type": "optional", "type": "int", "value": "all"}, {"name": "format", "param_type": "optional", "type": "str", "value": "all"}], "fusion_type": "CONVOLUTION", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "FRACTAL_Z"], ["int32", "DefaultFormat"], ["float16", "NC1HWC0"]], [["float16", "NC1HWC0"], ["float16", "FRACTAL_Z"], ["int32", "DefaultFormat"], ["float32", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "conv2d_backprop_input.so", "compute_cost": 10, "kernel_name": "conv2d_backprop_input", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
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 {"op_name": "ConfusionMulGrad", "inputs": [{"index": 0, "name": "input0", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "input1", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "input2", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "output0", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "output1", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "axis", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "keep_dims", "param_type": "required", "type": "bool", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "confusion_mul_grad.so", "compute_cost": 10, "kernel_name": "confusion_mul_grad", "partial_flag": false, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "DropoutDoMask", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "mask", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "keep_prob", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["", ""], ["", ""], ["", ""], ["", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "drop_out_do_mask.so", "compute_cost": 10, "kernel_name": "drop_out_do_mask", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": true, "op_pattern": ""}
 {"op_name": "DropoutDoMask", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "mask", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "keep_prob", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["", ""], ["", ""], ["", ""], ["", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "drop_out_do_mask.so", "compute_cost": 10, "kernel_name": "drop_out_do_mask", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": true, "op_pattern": ""}
@@ -317,8 +317,8 @@
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@@ -338,7 +338,7 @@
 {"op_name": "Tile", "inputs": [{"index": 0, "name": "x1", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "multiples", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["float16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float16", "DefaultFormat"], ["int64", "DefaultFormat"], ["float16", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "tile.so", "compute_cost": 10, "kernel_name": "tile", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "AtomicAddrClean", "inputs": [], "outputs": [], "attr": [{"name": "automic_add_mem_size", "param_type": "required", "type": "listUInt64", "value": "all"}], "fusion_type": "ELEMWISE", "dtype_format": [], "imply_type": "TBE", "async_flag": false, "binfile_name": "atomic_addr_clean.so", "compute_cost": 10, "kernel_name": "atomic_addr_clean", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
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 {"op_name": "BNTrainingReduce", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all", "reshape_type": "NC"}], "outputs": [{"index": 0, "name": "sum", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "square_sum", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", ""], ["float32", ""], ["float32", ""]], [["float32", ""], ["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "bn_training_reduce.so", "compute_cost": 10, "kernel_name": "bn_training_reduce", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": true, "op_pattern": ""}
@@ -352,7 +352,7 @@
 {"op_name": "BNInfer", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all", "reshape_type": "NC"}, {"index": 1, "name": "scale", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "offset", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "mean", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 4, "name": "variance", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all", "reshape_type": "NC"}], "attr": [{"name": "epsilon", "param_type": "required", "type": "float", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "bn_infer.so", "compute_cost": 10, "kernel_name": "bn_infer", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "BNInferGrad", "inputs": [{"index": 0, "name": "grads", "need_compile": false, "param_type": "required", "shape": "all", "reshape_type": "NC"}, {"index": 1, "name": "scale", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "batch_variance", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "x_backprop", "need_compile": false, "param_type": "required", "shape": "all", "reshape_type": "NC"}], "attr": [{"name": "epsilon", "param_type": "optional", "type": "float", "value": "all", "default_value": "0.0001"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "bn_infer_grad.so", "compute_cost": 10, "kernel_name": "bn_infer_grad", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "BNInference", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "mean", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "variance", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "scale", "need_compile": false, "param_type": "optional", "shape": "all"}, {"index": 4, "name": "offset", "need_compile": false, "param_type": "optional", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "momentum", "param_type": "optional", "type": "float", "value": "all", "default_value": "0.999"}, {"name": "epsilon", "param_type": "optional", "type": "float", "value": "all", "default_value": "0.00001"}, {"name": "use_global_stats", "param_type": "optional", "type": "bool", "value": "true,false", "default_value": "true"}, {"name": "mode", "param_type": "optional", "type": "int", "value": "all", "default_value": "1"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "bninference_d.so", "compute_cost": 10, "kernel_name": "bninference_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
-{"op_name": "FusedDbnDw", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "grads", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "x_norm", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "diff_scale", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 4, "name": "diff_offset", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 5, "name": "scale", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 6, "name": "batch_mean", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 7, "name": "batch_variance", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "dbn_y", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "dw_y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "filter_sizes", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "stride", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "pad_list", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "dilation", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "groups", "param_type": "optional", "type": "int", "value": "1"}, {"name": "format", "param_type": "optional", "type": "str", "value": "NHWC"}, {"name": "epsilon", "param_type": "optional", "type": "float", "value": "0.0001"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float16", "NC1HWC0"], ["float32", "FracZ"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "fused_dbn_dw.so", "compute_cost": 10, "kernel_name": "fused_dbn_dw", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
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 {"op_name": "Reciprocal", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["", ""], ["", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "reciprocal.so", "compute_cost": 10, "kernel_name": "reciprocal", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": true, "op_pattern": ""}
 {"op_name": "ReverseV2", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "axis", "param_type": "required", "type": "listInt", "value": "all"}], "fusion_type": "ELEMWISE", "dtype_format": [[["", ""], ["", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "reverse_v2_d.so", "compute_cost": 10, "kernel_name": "reverse_v2_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": true, "op_pattern": ""}
 {"op_name": "Rint", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "rint.so", "compute_cost": 10, "kernel_name": "rint", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "formatAgnostic"}
@@ -367,8 +367,8 @@
 {"op_name": "Expm1", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "expm1.so", "compute_cost": 10, "kernel_name": "expm1", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "formatAgnostic"}
 {"op_name": "Elu", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "alpha", "param_type": "optional", "type": "float", "value": "all", "default_value": "1.0"}], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "elu.so", "compute_cost": 10, "kernel_name": "elu", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "formatAgnostic"}
 {"op_name": "Elu", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "alpha", "param_type": "optional", "type": "float", "value": "all", "default_value": "1.0"}], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "elu.so", "compute_cost": 10, "kernel_name": "elu", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "formatAgnostic"}
-{"op_name": "EluGrad", "inputs": [{"index": 0, "name": "grads", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "activations", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float16", "FracZ"], ["float16", "FracZ"], ["float16", "FracZ"]], [["float16", "C1HWNCoC0"], ["float16", "C1HWNCoC0"], ["float16", "C1HWNCoC0"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float32", "FracZ"], ["float32", "FracZ"], ["float32", "FracZ"]], [["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "elu_grad.so", "compute_cost": 10, "kernel_name": "elu_grad", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
-{"op_name": "EluGrad", "inputs": [{"index": 0, "name": "grads", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "activations", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float16", "FracZ"], ["float16", "FracZ"], ["float16", "FracZ"]], [["float16", "C1HWNCoC0"], ["float16", "C1HWNCoC0"], ["float16", "C1HWNCoC0"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float32", "FracZ"], ["float32", "FracZ"], ["float32", "FracZ"]], [["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "elu_grad.so", "compute_cost": 10, "kernel_name": "elu_grad", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
+{"op_name": "EluGrad", "inputs": [{"index": 0, "name": "grads", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "activations", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float16", "FRACTAL_Z"], ["float16", "FRACTAL_Z"], ["float16", "FRACTAL_Z"]], [["float16", "C1HWNCoC0"], ["float16", "C1HWNCoC0"], ["float16", "C1HWNCoC0"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"]], [["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "elu_grad.so", "compute_cost": 10, "kernel_name": "elu_grad", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
+{"op_name": "EluGrad", "inputs": [{"index": 0, "name": "grads", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "activations", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float16", "FRACTAL_Z"], ["float16", "FRACTAL_Z"], ["float16", "FRACTAL_Z"]], [["float16", "C1HWNCoC0"], ["float16", "C1HWNCoC0"], ["float16", "C1HWNCoC0"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"]], [["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "elu_grad.so", "compute_cost": 10, "kernel_name": "elu_grad", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "Div", "inputs": [{"index": 0, "name": "x1", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "x2", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["int8", ""], ["int8", ""], ["int8", ""]], [["uint8", ""], ["uint8", ""], ["uint8", ""]], [["int32", ""], ["int32", ""], ["int32", ""]], [["float16", ""], ["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "truncate_div.so", "compute_cost": 10, "kernel_name": "truncate_div", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "broadcast"}
 {"op_name": "Div", "inputs": [{"index": 0, "name": "x1", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "x2", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["int8", ""], ["int8", ""], ["int8", ""]], [["uint8", ""], ["uint8", ""], ["uint8", ""]], [["int32", ""], ["int32", ""], ["int32", ""]], [["float16", ""], ["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "div.so", "compute_cost": 10, "kernel_name": "div", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "broadcast"}
 {"op_name": "Log", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "base", "param_type": "optional", "type": "float", "value": "all", "default_value": "-1.0"}, {"name": "scale", "param_type": "optional", "type": "float", "value": "all", "default_value": "1.0"}, {"name": "shift", "param_type": "optional", "type": "float", "value": "all", "default_value": "0.0"}], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "log.so", "compute_cost": 10, "kernel_name": "log", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "formatAgnostic"}
@@ -424,10 +424,10 @@
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@@ -437,7 +437,7 @@
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@@ -498,16 +498,16 @@
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+{"op_name": "Fill", "inputs": [{"index": 0, "name": "value", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "dims", "param_type": "required", "type": "listInt", "value": "all"}], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float16", "FRACTAL_Z"], ["float16", "FRACTAL_Z"]], [["float16", "C1HWNCoC0"], ["float16", "C1HWNCoC0"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"]], [["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "NC1HWC0"], ["int32", "NC1HWC0"]], [["int32", "FRACTAL_Z"], ["int32", "FRACTAL_Z"]], [["int32", "C1HWNCoC0"], ["int32", "C1HWNCoC0"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int8", "NC1HWC0"], ["int8", "NC1HWC0"]], [["int8", "FRACTAL_Z"], ["int8", "FRACTAL_Z"]], [["int8", "C1HWNCoC0"], ["int8", "C1HWNCoC0"]], [["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "NC1HWC0"], ["uint8", "NC1HWC0"]], [["uint8", "FRACTAL_Z"], ["uint8", "FRACTAL_Z"]], [["uint8", "C1HWNCoC0"], ["uint8", "C1HWNCoC0"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "fill_d.so", "compute_cost": 10, "kernel_name": "fill_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": true, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "Fill", "inputs": [{"index": 0, "name": "dims", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "value", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["float16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "fill.so", "compute_cost": 10, "kernel_name": "fill", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "Erf", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "erf.so", "compute_cost": 10, "kernel_name": "erf", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "formatAgnostic"}
 {"op_name": "Erf", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "erf.so", "compute_cost": 10, "kernel_name": "erf", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "formatAgnostic"}
@@ -523,7 +523,7 @@
 {"op_name": "FloorMod", "inputs": [{"index": 0, "name": "x1", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "x2", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", ""], ["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""], ["float32", ""]], [["int32", ""], ["int32", ""], ["int32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "floor_mod.so", "compute_cost": 10, "kernel_name": "floor_mod", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "broadcast"}
 {"op_name": "ScatterNdUpdate", "inputs": [{"index": 0, "name": "var", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "indices", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "updates", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "var", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "use_locking", "param_type": "optional", "type": "bool", "value": "true,false", "default_value": "false"}], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["bool", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "scatter_nd_update.so", "compute_cost": 10, "kernel_name": "scatter_nd_update", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "ScatterNdUpdate", "inputs": [{"index": 0, "name": "var", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "indices", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "updates", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "var", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "use_locking", "param_type": "optional", "type": "bool", "value": "true,false", "default_value": "false"}], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["bool", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "scatter_nd_update.so", "compute_cost": 10, "kernel_name": "scatter_nd_update", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
-{"op_name": "AvgPool", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "filter", "need_compile": false, "param_type": "optional", "shape": "all"}, {"index": 2, "name": "bias", "need_compile": false, "param_type": "optional", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "kernel_size", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "strides", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "pad_mode", "param_type": "required", "type": "str", "value": "all"}, {"name": "format", "param_type": "optional", "type": "str", "value": "all"}, {"name": "offset_x", "param_type": "optional", "type": "int", "value": "all", "default_value": "0"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "FracZ"], ["float16", "DefaultFormat"], ["float16", "NC1HWC0"]], [["int8", "NC1HWC0"], ["int8", "C1HWNCoC0"], ["int32", "DefaultFormat"], ["int32", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "avg_pool.so", "compute_cost": 10, "kernel_name": "avg_pool", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
+{"op_name": "AvgPool", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "filter", "need_compile": false, "param_type": "optional", "shape": "all"}, {"index": 2, "name": "bias", "need_compile": false, "param_type": "optional", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "kernel_size", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "strides", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "pad_mode", "param_type": "required", "type": "str", "value": "all"}, {"name": "format", "param_type": "optional", "type": "str", "value": "all"}, {"name": "offset_x", "param_type": "optional", "type": "int", "value": "all", "default_value": "0"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "FRACTAL_Z"], ["float16", "DefaultFormat"], ["float16", "NC1HWC0"]], [["int8", "NC1HWC0"], ["int8", "C1HWNCoC0"], ["int32", "DefaultFormat"], ["int32", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "avg_pool.so", "compute_cost": 10, "kernel_name": "avg_pool", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "AvgPoolGrad", "inputs": [{"index": 0, "name": "input_grad", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "mean_matrix", "need_compile": false, "param_type": "optional", "shape": "all"}, {"index": 2, "name": "kernel_matrix", "need_compile": false, "param_type": "optional", "shape": "all"}], "outputs": [{"index": 0, "name": "out_grad", "need_compile": true, "param_type": "required", "shape": "all"}], "attr": [{"name": "x_origin", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "kernel_size", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "strides", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "pad_mode", "param_type": "required", "type": "str", "value": "all"}, {"name": "format", "param_type": "optional", "type": "str", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "C1HWNCoC0"], ["float16", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "avg_pool_grad_d.so", "compute_cost": 10, "kernel_name": "avg_pool_grad_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "AvgPoolGradVm", "inputs": [{"index": 0, "name": "input_grad", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "mean_matrix", "need_compile": false, "param_type": "optional", "shape": "all"}, {"index": 2, "name": "kernel_matrix", "need_compile": false, "param_type": "optional", "shape": "all"}], "outputs": [{"index": 0, "name": "out_grad", "need_compile": true, "param_type": "required", "shape": "all"}], "attr": [{"name": "x_origin", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "kernel_size", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "strides", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "pad_mode", "param_type": "required", "type": "str", "value": "all"}, {"name": "format", "param_type": "optional", "type": "str", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "C1HWNCoC0"], ["float16", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "avg_pool_grad_d.so", "compute_cost": 10, "kernel_name": "avg_pool_grad_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "AvgPool3D", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "filter", "need_compile": false, "param_type": "optional", "shape": "all"}, {"index": 2, "name": "multiplier", "need_compile": false, "param_type": "optional", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "kernel_size", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "strides", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "pad_list", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "ceil_mode", "param_type": "optional", "type": "bool", "value": "all"}, {"name": "count_include_pad", "param_type": "optional", "type": "bool", "value": "all"}, {"name": "divisor_override", "param_type": "optional", "type": "int", "value": "all", "default_value": "0"}, {"name": "format", "param_type": "optional", "type": "str", "value": "all", "default_value": "NCDHW"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NDC1HWC0"], ["float16", "FRACTAL_Z_3D"], ["float16", "NDC1HWC0"], ["float16", "NDC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "avg_pool3d_d.so", "compute_cost": 10, "kernel_name": "avg_pool3d_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
@@ -534,7 +534,7 @@
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@@ -556,13 +556,13 @@
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 {"op_name": "ScatterUpdate", "inputs": [{"index": 0, "name": "var", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "indices", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "updates", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "var", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "use_locking", "param_type": "optional", "type": "bool", "value": "true,false", "default_value": "false"}], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "scatter_update.so", "compute_cost": 10, "kernel_name": "scatter_update", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
@@ -580,7 +580,7 @@
 {"op_name": "Tan", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]], [["int32", ""], ["int32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "tan.so", "compute_cost": 10, "kernel_name": "tan", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "formatAgnostic"}
 {"op_name": "Tan", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]], [["int32", ""], ["int32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "tan.so", "compute_cost": 10, "kernel_name": "tan", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "formatAgnostic"}
 {"op_name": "CumSum", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "axis", "param_type": "optional", "type": "int", "value": "all", "default_value": "0"}, {"name": "exclusive", "param_type": "optional", "type": "bool", "value": "true,false", "default_value": "false"}, {"name": "reverse", "param_type": "optional", "type": "bool", "value": "true,false", "default_value": "false"}], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "cumsum_d.so", "compute_cost": 10, "kernel_name": "cumsum_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
-{"op_name": "ApplyRMSProp", "inputs": [{"index": 0, "name": "var", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "ms", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "mom", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "lr", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 4, "name": "grad", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "var", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "ms", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "mom", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "rho", "param_type": "required", "type": "float", "value": "all"}, {"name": "momentum", "param_type": "required", "type": "float", "value": "all"}, {"name": "epsilon", "param_type": "required", "type": "float", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "FracZ"], ["float32", "FracZ"], ["float32", "FracZ"], ["float32", "DefaultFormat"], ["float32", "FracZ"], ["float32", "FracZ"], ["float32", "FracZ"], ["float32", "FracZ"]], [["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "DefaultFormat"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "DefaultFormat"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "apply_rms_prop.so", "compute_cost": 10, "kernel_name": "apply_rms_prop_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
+{"op_name": "ApplyRMSProp", "inputs": [{"index": 0, "name": "var", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "ms", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "mom", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "lr", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 4, "name": "grad", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "var", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "ms", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "mom", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "rho", "param_type": "required", "type": "float", "value": "all"}, {"name": "momentum", "param_type": "required", "type": "float", "value": "all"}, {"name": "epsilon", "param_type": "required", "type": "float", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"], ["float32", "DefaultFormat"], ["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"]], [["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "DefaultFormat"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "DefaultFormat"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "apply_rms_prop.so", "compute_cost": 10, "kernel_name": "apply_rms_prop_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "CumProd", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "axis", "param_type": "optional", "type": "int", "value": "all", "default_value": "0"}, {"name": "exclusive", "param_type": "optional", "type": "bool", "value": "all"}, {"name": "reverse", "param_type": "optional", "type": "bool", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "cumprod_d.so", "compute_cost": 10, "kernel_name": "cumprod_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "ReduceProd", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "axis", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "keep_dims", "param_type": "optional", "type": "bool", "value": "all", "default_value": "false"}], "fusion_type": "OPAQUE", "dtype_format": [[["int8", ""], ["int8", ""]], [["uint8", ""], ["uint8", ""]], [["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "reduce_prod_d.so", "compute_cost": 10, "kernel_name": "reduce_prod_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": true, "is_dynamic_format": false, "op_pattern": "reduce"}
 {"op_name": "ReciprocalGrad", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "dy", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["float16", ""], ["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "reciprocal_grad.so", "compute_cost": 10, "kernel_name": "reciprocal_grad", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "broadcast"}
@@ -607,22 +607,22 @@
 {"op_name": "ReduceAll", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "axis", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "keep_dims", "param_type": "optional", "type": "bool", "value": "all", "default_value": "false"}], "fusion_type": "OPAQUE", "dtype_format": [[["bool", ""], ["bool", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "reduce_all_d.so", "compute_cost": 10, "kernel_name": "reduce_all_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "reduce"}
 {"op_name": "ReduceAny", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "axis", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "keep_dims", "param_type": "optional", "type": "bool", "value": "all", "default_value": "false"}], "fusion_type": "OPAQUE", "dtype_format": [[["bool", ""], ["bool", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "reduce_any_d.so", "compute_cost": 10, "kernel_name": "reduce_any_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "reduce"}
 {"op_name": "SparseApplyAdagrad", "inputs": [{"index": 0, "name": "var", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "accum", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "grad", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "indices", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "var", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "accum", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "lr", "param_type": "required", "type": "float", "value": "all"}, {"name": "update_slots", "param_type": "optional", "type": "bool", "value": "all"}, {"name": "use_locking", "param_type": "optional", "type": "bool", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "NHWC"], ["float32", "NHWC"], ["float32", "NHWC"], ["int32", "NHWC"], ["float32", "NHWC"], ["float32", "NHWC"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "sparse_apply_adagrad_d.so", "compute_cost": 10, "kernel_name": "sparse_apply_adagrad_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
-{"op_name": "UnsortedSegmentMin", "inputs": [{"index": 0, "name": "data", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "segment_ids", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "num_segments", "param_type": "required", "type": "int", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NC1HWC0"], ["int32", "DefaultFormat"], ["float16", "NC1HWC0"]], [["float16", "FracZ"], ["int32", "DefaultFormat"], ["float16", "FracZ"]], [["float16", "C1HWNCoC0"], ["int32", "DefaultFormat"], ["float16", "C1HWNCoC0"]], [["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "NC1HWC0"], ["int32", "DefaultFormat"], ["float32", "NC1HWC0"]], [["float32", "FracZ"], ["int32", "DefaultFormat"], ["float32", "FracZ"]], [["float32", "C1HWNCoC0"], ["int32", "DefaultFormat"], ["float32", "C1HWNCoC0"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "NC1HWC0"], ["int32", "DefaultFormat"], ["int32", "NC1HWC0"]], [["int32", "FracZ"], ["int32", "DefaultFormat"], ["int32", "FracZ"]], [["int32", "C1HWNCoC0"], ["int32", "DefaultFormat"], ["int32", "C1HWNCoC0"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "unsorted_segment_min_d.so", "compute_cost": 10, "kernel_name": "unsorted_segment_min_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": true, "is_dynamic_format": false, "op_pattern": ""}
-{"op_name": "UnsortedSegmentMax", "inputs": [{"index": 0, "name": "data", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "segment_ids", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "num_segments", "param_type": "required", "type": "int", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NC1HWC0"], ["int32", "DefaultFormat"], ["float16", "NC1HWC0"]], [["float16", "FracZ"], ["int32", "DefaultFormat"], ["float16", "FracZ"]], [["float16", "C1HWNCoC0"], ["int32", "DefaultFormat"], ["float16", "C1HWNCoC0"]], [["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "NC1HWC0"], ["int32", "DefaultFormat"], ["float32", "NC1HWC0"]], [["float32", "FracZ"], ["int32", "DefaultFormat"], ["float32", "FracZ"]], [["float32", "C1HWNCoC0"], ["int32", "DefaultFormat"], ["float32", "C1HWNCoC0"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "NC1HWC0"], ["int32", "DefaultFormat"], ["int32", "NC1HWC0"]], [["int32", "FracZ"], ["int32", "DefaultFormat"], ["int32", "FracZ"]], [["int32", "C1HWNCoC0"], ["int32", "DefaultFormat"], ["int32", "C1HWNCoC0"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "unsorted_segment_max_d.so", "compute_cost": 10, "kernel_name": "unsorted_segment_max_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": true, "is_dynamic_format": false, "op_pattern": ""}
+{"op_name": "UnsortedSegmentMin", "inputs": [{"index": 0, "name": "data", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "segment_ids", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "num_segments", "param_type": "required", "type": "int", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NC1HWC0"], ["int32", "DefaultFormat"], ["float16", "NC1HWC0"]], [["float16", "FRACTAL_Z"], ["int32", "DefaultFormat"], ["float16", "FRACTAL_Z"]], [["float16", "C1HWNCoC0"], ["int32", "DefaultFormat"], ["float16", "C1HWNCoC0"]], [["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "NC1HWC0"], ["int32", "DefaultFormat"], ["float32", "NC1HWC0"]], [["float32", "FRACTAL_Z"], ["int32", "DefaultFormat"], ["float32", "FRACTAL_Z"]], [["float32", "C1HWNCoC0"], ["int32", "DefaultFormat"], ["float32", "C1HWNCoC0"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "NC1HWC0"], ["int32", "DefaultFormat"], ["int32", "NC1HWC0"]], [["int32", "FRACTAL_Z"], ["int32", "DefaultFormat"], ["int32", "FRACTAL_Z"]], [["int32", "C1HWNCoC0"], ["int32", "DefaultFormat"], ["int32", "C1HWNCoC0"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "unsorted_segment_min_d.so", "compute_cost": 10, "kernel_name": "unsorted_segment_min_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": true, "is_dynamic_format": false, "op_pattern": ""}
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@@ -638,10 +638,10 @@
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@@ -651,8 +651,8 @@
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 {"op_name": "LambNextRight", "inputs": [{"index": 0, "name": "input_square", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "input_mul2", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "mul2_x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "mul3_x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 4, "name": "truediv1_recip", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 5, "name": "add2_y", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y1", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "y2", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "lamb_next_right.so", "compute_cost": 10, "kernel_name": "lamb_next_right", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "SparseGatherV2", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "indices", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "axis", "param_type": "optional", "type": "int", "value": "all", "default_value": "0"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int16", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["int64", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int64", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int64", "DefaultFormat"], ["int16", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint64", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "gather_v2_d.so", "compute_cost": 10, "kernel_name": "gather_v2_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "SparseGatherV2", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "indices", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "axis", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "batch_dims", "param_type": "required", "type": "int", "value": "all", "default_value": "0"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int16", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int16", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint64", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "gather_v2.so", "compute_cost": 10, "kernel_name": "gather_v2", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
@@ -710,7 +710,7 @@
 {"op_name": "MulNoNan", "inputs": [{"index": 0, "name": "x1", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "x2", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", ""], ["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""], ["float32", ""]], [["int32", ""], ["int32", ""], ["int32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "mul_no_nan.so", "compute_cost": 10, "kernel_name": "mul_no_nan", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "broadcast"}
 {"op_name": "SeLU", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": true, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["int8", ""], ["int8", ""]], [["int32", ""], ["int32", ""]], [["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "selu.so", "compute_cost": 10, "kernel_name": "selu", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "formatAgnostic"}
 {"op_name": "SeLU", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["int8", ""], ["int8", ""]], [["int32", ""], ["int32", ""]], [["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "selu.so", "compute_cost": 10, "kernel_name": "selu", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "formatAgnostic"}
-{"op_name": "Centralization", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "axis", "param_type": "required", "type": "listInt", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float16", "FracZ"], ["float16", "FracZ"]], [["float32", "FracZ"], ["float32", "FracZ"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "centralization.so", "compute_cost": 10, "kernel_name": "centralization", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
+{"op_name": "Centralization", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "axis", "param_type": "required", "type": "listInt", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float16", "FRACTAL_Z"], ["float16", "FRACTAL_Z"]], [["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "centralization.so", "compute_cost": 10, "kernel_name": "centralization", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "Exp", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "base", "param_type": "optional", "type": "float", "value": "all", "default_value": "-1.0"}, {"name": "scale", "param_type": "optional", "type": "float", "value": "all", "default_value": "1.0"}, {"name": "shift", "param_type": "optional", "type": "float", "value": "all", "default_value": "0.0"}], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "exp.so", "compute_cost": 10, "kernel_name": "exp", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "formatAgnostic"}
 {"op_name": "Log", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "base", "param_type": "optional", "type": "float", "value": "all", "default_value": "-1.0"}, {"name": "scale", "param_type": "optional", "type": "float", "value": "all", "default_value": "1.0"}, {"name": "shift", "param_type": "optional", "type": "float", "value": "all", "default_value": "0.0"}], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "log.so", "compute_cost": 10, "kernel_name": "log", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "formatAgnostic"}
 {"op_name": "Cdist", "inputs": [{"index": 0, "name": "input_x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "input_y", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "output", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "p", "param_type": "optional", "type": "float", "value": "all", "default_value": "2.0"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "cdist.so", "compute_cost": 10, "kernel_name": "cdist", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
@@ -736,7 +736,7 @@
 {"op_name": "ExtractVolumePatches", "inputs": [{"index": 0, "name": "input_x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "output_y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "kernel_size", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "strides", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "padding", "param_type": "required", "type": "str", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NDC1HWC0"], ["float16", "NDC1HWC0"]], [["int8", "NDC1HWC0"], ["int8", "NDC1HWC0"]], [["uint8", "NDC1HWC0"], ["uint8", "NDC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "extract_volume_patches.so", "compute_cost": 10, "kernel_name": "extract_volume_patches", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "Round", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]], [["int32", ""], ["int32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "round.so", "compute_cost": 10, "kernel_name": "round", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "formatAgnostic"}
 {"op_name": "IsClose", "inputs": [{"index": 0, "name": "x1", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "x2", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "rtol", "param_type": "optional", "type": "float", "value": "all", "default_value": "1e-05"}, {"name": "atol", "param_type": "optional", "type": "float", "value": "all", "default_value": "1e-08"}, {"name": "equal_nan", "param_type": "optional", "type": "bool", "value": "true,false", "default_value": "False"}], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["bool", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "is_close.so", "compute_cost": 10, "kernel_name": "is_close", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
-{"op_name": "ApplyAdamWithAmsgrad", "inputs": [{"index": 0, "name": "var", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "m", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "v", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "vhat", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 4, "name": "beta1_power", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 5, "name": "beta2_power", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 6, "name": "lr", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 7, "name": "grad", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "var", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "m", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "v", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "vhat", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "beta1", "param_type": "required", "type": "float", "value": "all"}, {"name": "beta2", "param_type": "required", "type": "float", "value": "all"}, {"name": "epsilon", "param_type": "required", "type": "float", "value": "all"}, {"name": "use_locking", "param_type": "optional", "type": "bool", "value": "true,false", "default_value": "false"}], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float32", "FracZ"], ["float32", "FracZ"], ["float32", "FracZ"], ["float32", "FracZ"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "FracZ"], ["float32", "FracZ"], ["float32", "FracZ"], ["float32", "FracZ"], ["float32", "FracZ"]], [["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "apply_adam_with_amsgrad_d.so", "compute_cost": 10, "kernel_name": "apply_adam_with_amsgrad_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
+{"op_name": "ApplyAdamWithAmsgrad", "inputs": [{"index": 0, "name": "var", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "m", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "v", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "vhat", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 4, "name": "beta1_power", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 5, "name": "beta2_power", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 6, "name": "lr", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 7, "name": "grad", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "var", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "m", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "v", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "vhat", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "beta1", "param_type": "required", "type": "float", "value": "all"}, {"name": "beta2", "param_type": "required", "type": "float", "value": "all"}, {"name": "epsilon", "param_type": "required", "type": "float", "value": "all"}, {"name": "use_locking", "param_type": "optional", "type": "bool", "value": "true,false", "default_value": "false"}], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"], ["float32", "FRACTAL_Z"]], [["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "apply_adam_with_amsgrad_d.so", "compute_cost": 10, "kernel_name": "apply_adam_with_amsgrad_d", "partial_flag": true, "reshape_type": "", "dynamic_shape": false, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "Expm1", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "expm1.so", "compute_cost": 10, "kernel_name": "expm1", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": false, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": "formatAgnostic"}
 {"op_name": "ParallelResizeBilinear", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "size", "need_compile": false, "param_type": "required", "shape": "all", "value_depend": "optional"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "ori_image_size", "param_type": "optional", "type": "listInt", "value": "all"}, {"name": "split_size", "param_type": "optional", "type": "listInt", "value": "all"}, {"name": "src_start_w", "param_type": "optional", "type": "int", "value": "all", "default_value": "0"}, {"name": "dst_start_w", "param_type": "optional", "type": "int", "value": "all", "default_value": "0"}, {"name": "align_corners", "param_type": "optional", "type": "bool", "value": "all", "default_value": "false"}, {"name": "half_pixel_centers", "param_type": "optional", "type": "bool", "value": "all", "default_value": "false"}], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "NC1HWC0"], ["int32", "DefaultFormat"], ["float32", "NC1HWC0"]], [["float32", "NC1HWC0"], ["int32", "DefaultFormat"], ["float32", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "sync_resize_bilinear_v2.so", "compute_cost": 10, "kernel_name": "sync_resize_bilinear_v2", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": true, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
 {"op_name": "ParallelResizeBilinearGrad", "inputs": [{"index": 0, "name": "grad", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "original_image", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "size", "param_type": "optional", "type": "listInt", "value": "all"}, {"name": "ori_image_size", "param_type": "optional", "type": "listInt", "value": "all"}, {"name": "src_start_w", "param_type": "optional", "type": "int", "value": "all", "default_value": "0"}, {"name": "dst_start_w", "param_type": "optional", "type": "int", "value": "all", "default_value": "0"}, {"name": "align_corners", "param_type": "optional", "type": "bool", "value": "all", "default_value": "false"}, {"name": "half_pixel_centers", "param_type": "optional", "type": "bool", "value": "all", "default_value": "false"}], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "sync_resize_bilinear_v2_grad.so", "compute_cost": 10, "kernel_name": "sync_resize_bilinear_v2_grad", "partial_flag": true, "reshape_type": "", "dynamic_shape": true, "dynamic_compile_static": true, "need_check_supported": false, "is_dynamic_format": false, "op_pattern": ""}
\ No newline at end of file
diff --git a/docs/api/api_python/ops/mindspore.ops.DataType.rst b/docs/api/api_python/ops/mindspore.ops.DataType.rst
index 5bf6346c75d..42f8d329973 100644
--- a/docs/api/api_python/ops/mindspore.ops.DataType.rst
+++ b/docs/api/api_python/ops/mindspore.ops.DataType.rst
@@ -14,7 +14,7 @@ mindspore.ops.DataType
         BOOL_None = ("bool", "")
         BOOL_Default = ("bool", "DefaultFormat")
         BOOL_5HD = ("bool", "NC1HWC0")
-        BOOL_FracZ = ("bool", "FracZ")
+        BOOL_FracZ = ("bool", "FRACTAL_Z")
         BOOL_FracNZ = ("bool", "FRACTAL_NZ")
         BOOL_C1HWNCoC0 = ("bool", "C1HWNCoC0")
         BOOL_NCHW = ("bool", "NCHW")
@@ -26,7 +26,7 @@ mindspore.ops.DataType
         I8_None = ("int8", "")
         I8_Default = ("int8", "DefaultFormat")
         I8_5HD = ("int8", "NC1HWC0")
-        I8_FracZ = ("int8", "FracZ")
+        I8_FracZ = ("int8", "FRACTAL_Z")
         I8_FracNZ = ("int8", "FRACTAL_NZ")
         I8_C1HWNCoC0 = ("int8", "C1HWNCoC0")
         I8_NCHW = ("int8", "NCHW")
@@ -38,7 +38,7 @@ mindspore.ops.DataType
         U8_None = ("uint8", "")
         U8_Default = ("uint8", "DefaultFormat")
         U8_5HD = ("uint8", "NC1HWC0")
-        U8_FracZ = ("uint8", "FracZ")
+        U8_FracZ = ("uint8", "FRACTAL_Z")
         U8_FracNZ = ("uint8", "FRACTAL_NZ")
         U8_C1HWNCoC0 = ("uint8", "C1HWNCoC0")
         U8_NCHW = ("uint8", "NCHW")
@@ -50,7 +50,7 @@ mindspore.ops.DataType
         I16_None = ("int16", "")
         I16_Default = ("int16", "DefaultFormat")
         I16_5HD = ("int16", "NC1HWC0")
-        I16_FracZ = ("int16", "FracZ")
+        I16_FracZ = ("int16", "FRACTAL_Z")
         I16_FracNZ = ("int16", "FRACTAL_NZ")
         I16_C1HWNCoC0 = ("int16", "C1HWNCoC0")
         I16_NCHW = ("int16", "NCHW")
@@ -62,7 +62,7 @@ mindspore.ops.DataType
         U16_None = ("uint16", "")
         U16_Default = ("uint16", "DefaultFormat")
         U16_5HD = ("uint16", "NC1HWC0")
-        U16_FracZ = ("uint16", "FracZ")
+        U16_FracZ = ("uint16", "FRACTAL_Z")
         U16_FracNZ = ("uint16", "FRACTAL_NZ")
         U16_C1HWNCoC0 = ("uint16", "C1HWNCoC0")
         U16_NCHW = ("uint16", "NCHW")
@@ -74,7 +74,7 @@ mindspore.ops.DataType
         I32_None = ("int32", "")
         I32_Default = ("int32", "DefaultFormat")
         I32_5HD = ("int32", "NC1HWC0")
-        I32_FracZ = ("int32", "FracZ")
+        I32_FracZ = ("int32", "FRACTAL_Z")
         I32_FracNZ = ("int32", "FRACTAL_NZ")
         I32_C1HWNCoC0 = ("int32", "C1HWNCoC0")
         I32_NCHW = ("int32", "NCHW")
@@ -86,7 +86,7 @@ mindspore.ops.DataType
         U32_None = ("uint32", "")
         U32_Default = ("uint32", "DefaultFormat")
         U32_5HD = ("uint32", "NC1HWC0")
-        U32_FracZ = ("uint32", "FracZ")
+        U32_FracZ = ("uint32", "FRACTAL_Z")
         U32_FracNZ = ("uint32", "FRACTAL_NZ")
         U32_C1HWNCoC0 = ("uint32", "C1HWNCoC0")
         U32_NCHW = ("uint32", "NCHW")
@@ -98,7 +98,7 @@ mindspore.ops.DataType
         I64_None = ("int64", "")
         I64_Default = ("int64", "DefaultFormat")
         I64_5HD = ("int64", "NC1HWC0")
-        I64_FracZ = ("int64", "FracZ")
+        I64_FracZ = ("int64", "FRACTAL_Z")
         I64_FracNZ = ("int64", "FRACTAL_NZ")
         I64_C1HWNCoC0 = ("int64", "C1HWNCoC0")
         I64_NCHW = ("int64", "NCHW")
@@ -110,7 +110,7 @@ mindspore.ops.DataType
         U64_None = ("uint64", "")
         U64_Default = ("uint64", "DefaultFormat")
         U64_5HD = ("uint64", "NC1HWC0")
-        U64_FracZ = ("uint64", "FracZ")
+        U64_FracZ = ("uint64", "FRACTAL_Z")
         U64_FracNZ = ("uint64", "FRACTAL_NZ")
         U64_C1HWNCoC0 = ("uint64", "C1HWNCoC0")
         U64_NCHW = ("uint64", "NCHW")
@@ -122,7 +122,7 @@ mindspore.ops.DataType
         F16_None = ("float16", "")
         F16_Default = ("float16", "DefaultFormat")
         F16_5HD = ("float16", "NC1HWC0")
-        F16_FracZ = ("float16", "FracZ")
+        F16_FracZ = ("float16", "FRACTAL_Z")
         F16_FracNZ = ("float16", "FRACTAL_NZ")
         F16_C1HWNCoC0 = ("float16", "C1HWNCoC0")
         F16_NCHW = ("float16", "NCHW")
@@ -141,7 +141,7 @@ mindspore.ops.DataType
         F32_None = ("float32", "")
         F32_Default = ("float32", "DefaultFormat")
         F32_5HD = ("float32", "NC1HWC0")
-        F32_FracZ = ("float32", "FracZ")
+        F32_FracZ = ("float32", "FRACTAL_Z")
         F32_FracNZ = ("float32", "FRACTAL_NZ")
         F32_C1HWNCoC0 = ("float32", "C1HWNCoC0")
         F32_NCHW = ("float32", "NCHW")
@@ -160,7 +160,7 @@ mindspore.ops.DataType
         F64_None = ("float64", "")
         F64_Default = ("float64", "DefaultFormat")
         F64_5HD = ("float64", "NC1HWC0")
-        F64_FracZ = ("float64", "FracZ")
+        F64_FracZ = ("float64", "FRACTAL_Z")
         F64_FracNZ = ("float64", "FRACTAL_NZ")
         F64_C1HWNCoC0 = ("float64", "C1HWNCoC0")
         F64_NCHW = ("float64", "NCHW")
diff --git a/mindspore/ccsrc/include/common/utils/utils.h b/mindspore/ccsrc/include/common/utils/utils.h
index b48f787f25d..e466b82cc7c 100644
--- a/mindspore/ccsrc/include/common/utils/utils.h
+++ b/mindspore/ccsrc/include/common/utils/utils.h
@@ -728,7 +728,7 @@ constexpr auto kOpFormat_NCHW = "NCHW";
 constexpr auto kOpFormat_NHWC = "NHWC";
 constexpr auto kOpFormat_HWCN = "HWCN";
 constexpr auto kOpFormat_NC1HWC0 = "NC1HWC0";
-constexpr auto kOpFormat_FRAC_Z = "FracZ";
+constexpr auto kOpFormat_FRAC_Z = "FRACTAL_Z";
 constexpr auto kOpFormat_FRACTAL_Z = "FRACTAL_Z";
 constexpr auto kOpFormat_FRAC_NZ = "FRACTAL_NZ";
 constexpr auto kOpFormat_C1HWNCoC0 = "C1HWNCoC0";
diff --git a/mindspore/ccsrc/plugin/device/ascend/kernel/tbe/tbe_adapter.cc b/mindspore/ccsrc/plugin/device/ascend/kernel/tbe/tbe_adapter.cc
index e612b3ef238..d3d0a3c3b62 100644
--- a/mindspore/ccsrc/plugin/device/ascend/kernel/tbe/tbe_adapter.cc
+++ b/mindspore/ccsrc/plugin/device/ascend/kernel/tbe/tbe_adapter.cc
@@ -144,11 +144,8 @@ std::string TbeAdapter::FormatPass(const std::string &format, const size_t &orig
       return kOpFormat_NCHW;
     }
     return origin_shape_size == kNCHWShapeSize ? kOpFormat_NCHW : kOpFormat_ND;
-  } else if (format == kOpFormat_FRAC_Z) {
-    return kOpFormat_FRACTAL_Z;
-  } else {
-    return format;
   }
+  return format;
 }
 
 bool TbeAdapter::GetSpecDataInput(const FusionScopeInfo &fusion_scope_info,
diff --git a/mindspore/ccsrc/plugin/device/ascend/kernel/tbe/tbe_kernel_compile.cc b/mindspore/ccsrc/plugin/device/ascend/kernel/tbe/tbe_kernel_compile.cc
index 34851603627..f4c92219e91 100644
--- a/mindspore/ccsrc/plugin/device/ascend/kernel/tbe/tbe_kernel_compile.cc
+++ b/mindspore/ccsrc/plugin/device/ascend/kernel/tbe/tbe_kernel_compile.cc
@@ -590,7 +590,7 @@ std::string TbeKernelCompileManager::ParseSelectAndCheckResult(const nlohmann::j
       return kFailed;
     }
     if (res != kFullySupported) {
-      PrintProcessLog(json, static_cast<int>(WARNING));
+      PrintProcessLog(json, static_cast<int>(DEBUG));
     }
   } else if (json.at(kStatus) == kFailed) {
     auto all_logs = GetJsonValue<std::vector<nlohmann::json>>(json, kProcessInfo);
diff --git a/mindspore/ccsrc/plugin/device/ascend/kernel/tbe/tbe_kernel_select/tbe_kernel_select.cc b/mindspore/ccsrc/plugin/device/ascend/kernel/tbe/tbe_kernel_select/tbe_kernel_select.cc
index 8b9a1425532..68c343a1551 100644
--- a/mindspore/ccsrc/plugin/device/ascend/kernel/tbe/tbe_kernel_select/tbe_kernel_select.cc
+++ b/mindspore/ccsrc/plugin/device/ascend/kernel/tbe/tbe_kernel_select/tbe_kernel_select.cc
@@ -501,7 +501,7 @@ void TbeKernelSelect::CreateNewOpIOInfo(const mindspore::kernel::OpIOInfo &op_io
 
 std::vector<std::string> TbeKernelSelect::SplitStrToVec(const std::string &op_select_json_item) {
   const std::map<std::string, std::string> kDynamicFormatMap = {
-    {"NCHW", "DefaultFormat"}, {"ND", "DefaultFormat"}, {"FRACTAL_Z", "FracZ"}, {"NCDHW", "DefaultFormat"}};
+    {"NCHW", "DefaultFormat"}, {"ND", "DefaultFormat"}, {"NCDHW", "DefaultFormat"}};
   if (op_select_json_item.empty()) {
     MS_LOG(EXCEPTION) << "Op select ret item is null.";
   }
diff --git a/mindspore/core/ir/anf.h b/mindspore/core/ir/anf.h
index cee0614b779..5a003b3ac04 100644
--- a/mindspore/core/ir/anf.h
+++ b/mindspore/core/ir/anf.h
@@ -820,14 +820,14 @@ class MS_CORE_API Parameter final : public ANode {
   /// \return True if this Parameter has a dynamic shape, otherwise false.
   bool has_dynamic_shape() const { return has_dynamic_shape_; }
 
-  /// \brief Set groups attr in FracZ format.
+  /// \brief Set groups attr in FRACTAL_Z format.
   ///
-  /// \param[in] fracz_group Groups attr in FracZ format.
+  /// \param[in] fracz_group Groups attr in FRACTAL_Z format.
   void set_fracz_group(int64_t fracz_group) { format_attrs_.fracz_group = fracz_group; }
 
-  /// \brief Get groups attr in FracZ format.
+  /// \brief Get groups attr in FRACTAL_Z format.
   ///
-  /// \return Groups attr in FracZ format.
+  /// \return Groups attr in FRACTAL_Z format.
   int64_t fracz_group() const { return format_attrs_.fracz_group; }
 
   /// \brief Set input_size attr in FracNZ_RNN or ND_RNN_Bias format.
@@ -979,9 +979,9 @@ class MS_CORE_API ValueNode final : public ANode {
   /// \param[in] group The count of groups using this ValueNode.
   void set_fracz_group(int64_t group) { format_attr_.fracz_group = group; }
 
-  /// \brief Get groups attr in FracZ format.
+  /// \brief Get groups attr in FRACTAL_Z format.
   ///
-  /// \return Groups attr in FracZ format.
+  /// \return Groups attr in FRACTAL_Z format.
   int64_t fracz_group() const { return format_attr_.fracz_group; }
 
   /// \brief Set the count of graphs using this ValueNode.
diff --git a/mindspore/python/mindspore/_extends/graph_kernel/model/model.py b/mindspore/python/mindspore/_extends/graph_kernel/model/model.py
index 36a6a8f9c2c..9ac23ccb6a8 100644
--- a/mindspore/python/mindspore/_extends/graph_kernel/model/model.py
+++ b/mindspore/python/mindspore/_extends/graph_kernel/model/model.py
@@ -52,7 +52,7 @@ class DataFormat:
     NHWC = "NHWC"
     HWCN = "HWCN"
     NC1HWC0 = "NC1HWC0"
-    FRAC_Z = "FracZ"
+    FRAC_Z = "FRACTAL_Z"
     FRAC_NZ = "FRACTAL_NZ"
     C1HWNCOC0 = "C1HWNCoC0"
     NC1HWC0_C04 = "NC1HWC0_C04"
diff --git a/mindspore/python/mindspore/ops/_op_impl/tbe/trans_data.py b/mindspore/python/mindspore/ops/_op_impl/tbe/trans_data.py
index 50e5d1ec26d..5209f492fc2 100644
--- a/mindspore/python/mindspore/ops/_op_impl/tbe/trans_data.py
+++ b/mindspore/python/mindspore/ops/_op_impl/tbe/trans_data.py
@@ -23,8 +23,10 @@ trans_data_op_info = TBERegOp("TransData") \
     .compute_cost(10) \
     .kernel_name("trans_data") \
     .partial_flag(True) \
-    .attr("src_format", "required", "str", "DefaultFormat, NC1HWC0, FracZ, FRACTAL_NZ, HWCN, C1HWNCoC0, NDHWC, NHWC") \
-    .attr("dst_format", "required", "str", "DefaultFormat, NC1HWC0, FracZ, FRACTAL_NZ, HWCN, C1HWNCoC0, NDHWC, NHWC") \
+    .attr("src_format", "required", "str",
+          "DefaultFormat, NC1HWC0, FRACTAL_Z, FRACTAL_NZ, HWCN, C1HWNCoC0, NDHWC, NHWC") \
+    .attr("dst_format", "required", "str",
+          "DefaultFormat, NC1HWC0, FRACTAL_Z, FRACTAL_NZ, HWCN, C1HWNCoC0, NDHWC, NHWC") \
     .attr("groups", "optional", "int", "all", "1") \
     .input(0, "src", False, "required", "all") \
     .output(0, "dst", False, "required", "all") \
diff --git a/mindspore/python/mindspore/ops/_op_impl/tbe/trans_data_ds.py b/mindspore/python/mindspore/ops/_op_impl/tbe/trans_data_ds.py
index 62052c3154c..043a2a5cfaa 100644
--- a/mindspore/python/mindspore/ops/_op_impl/tbe/trans_data_ds.py
+++ b/mindspore/python/mindspore/ops/_op_impl/tbe/trans_data_ds.py
@@ -24,8 +24,10 @@ trans_data_op_info = TBERegOp("TransData") \
     .kernel_name("trans_data") \
     .partial_flag(True) \
     .dynamic_shape(True) \
-    .attr("src_format", "required", "str", "DefaultFormat, NC1HWC0, FracZ, FRACTAL_NZ, HWCN, C1HWNCoC0, NDHWC, NHWC") \
-    .attr("dst_format", "required", "str", "DefaultFormat, NC1HWC0, FracZ, FRACTAL_NZ, HWCN, C1HWNCoC0, NDHWC, NHWC") \
+    .attr("src_format", "required", "str",
+          "DefaultFormat, NC1HWC0, FRACTAL_Z, FRACTAL_NZ, HWCN, C1HWNCoC0, NDHWC, NHWC") \
+    .attr("dst_format", "required", "str",
+          "DefaultFormat, NC1HWC0, FRACTAL_Z, FRACTAL_NZ, HWCN, C1HWNCoC0, NDHWC, NHWC") \
     .attr("groups", "optional", "int", "all", "1") \
     .input(0, "src", False, "required", "all") \
     .output(0, "dst", False, "required", "all") \
diff --git a/mindspore/python/mindspore/ops/op_info_register.py b/mindspore/python/mindspore/ops/op_info_register.py
index d049f6837a9..1e28daf4f9a 100644
--- a/mindspore/python/mindspore/ops/op_info_register.py
+++ b/mindspore/python/mindspore/ops/op_info_register.py
@@ -780,7 +780,7 @@ class DataType:
         BOOL_None = ("bool", "")
         BOOL_Default = ("bool", "DefaultFormat")
         BOOL_5HD = ("bool", "NC1HWC0")
-        BOOL_FracZ = ("bool", "FracZ")
+        BOOL_FracZ = ("bool", "FRACTAL_Z")
         BOOL_FracNZ = ("bool", "FRACTAL_NZ")
         BOOL_C1HWNCoC0 = ("bool", "C1HWNCoC0")
         BOOL_NCHW = ("bool", "NCHW")
@@ -792,7 +792,7 @@ class DataType:
         I8_None = ("int8", "")
         I8_Default = ("int8", "DefaultFormat")
         I8_5HD = ("int8", "NC1HWC0")
-        I8_FracZ = ("int8", "FracZ")
+        I8_FracZ = ("int8", "FRACTAL_Z")
         I8_FracNZ = ("int8", "FRACTAL_NZ")
         I8_C1HWNCoC0 = ("int8", "C1HWNCoC0")
         I8_NCHW = ("int8", "NCHW")
@@ -805,7 +805,7 @@ class DataType:
         U8_None = ("uint8", "")
         U8_Default = ("uint8", "DefaultFormat")
         U8_5HD = ("uint8", "NC1HWC0")
-        U8_FracZ = ("uint8", "FracZ")
+        U8_FracZ = ("uint8", "FRACTAL_Z")
         U8_FracNZ = ("uint8", "FRACTAL_NZ")
         U8_C1HWNCoC0 = ("uint8", "C1HWNCoC0")
         U8_NCHW = ("uint8", "NCHW")
@@ -818,7 +818,7 @@ class DataType:
         I16_None = ("int16", "")
         I16_Default = ("int16", "DefaultFormat")
         I16_5HD = ("int16", "NC1HWC0")
-        I16_FracZ = ("int16", "FracZ")
+        I16_FracZ = ("int16", "FRACTAL_Z")
         I16_FracNZ = ("int16", "FRACTAL_NZ")
         I16_C1HWNCoC0 = ("int16", "C1HWNCoC0")
         I16_NCHW = ("int16", "NCHW")
@@ -830,7 +830,7 @@ class DataType:
         U16_None = ("uint16", "")
         U16_Default = ("uint16", "DefaultFormat")
         U16_5HD = ("uint16", "NC1HWC0")
-        U16_FracZ = ("uint16", "FracZ")
+        U16_FracZ = ("uint16", "FRACTAL_Z")
         U16_FracNZ = ("uint16", "FRACTAL_NZ")
         U16_C1HWNCoC0 = ("uint16", "C1HWNCoC0")
         U16_NCHW = ("uint16", "NCHW")
@@ -842,7 +842,7 @@ class DataType:
         I32_None = ("int32", "")
         I32_Default = ("int32", "DefaultFormat")
         I32_5HD = ("int32", "NC1HWC0")
-        I32_FracZ = ("int32", "FracZ")
+        I32_FracZ = ("int32", "FRACTAL_Z")
         I32_FracNZ = ("int32", "FRACTAL_NZ")
         I32_C1HWNCoC0 = ("int32", "C1HWNCoC0")
         I32_NCHW = ("int32", "NCHW")
@@ -854,7 +854,7 @@ class DataType:
         U32_None = ("uint32", "")
         U32_Default = ("uint32", "DefaultFormat")
         U32_5HD = ("uint32", "NC1HWC0")
-        U32_FracZ = ("uint32", "FracZ")
+        U32_FracZ = ("uint32", "FRACTAL_Z")
         U32_FracNZ = ("uint32", "FRACTAL_NZ")
         U32_C1HWNCoC0 = ("uint32", "C1HWNCoC0")
         U32_NCHW = ("uint32", "NCHW")
@@ -866,7 +866,7 @@ class DataType:
         I64_None = ("int64", "")
         I64_Default = ("int64", "DefaultFormat")
         I64_5HD = ("int64", "NC1HWC0")
-        I64_FracZ = ("int64", "FracZ")
+        I64_FracZ = ("int64", "FRACTAL_Z")
         I64_FracNZ = ("int64", "FRACTAL_NZ")
         I64_C1HWNCoC0 = ("int64", "C1HWNCoC0")
         I64_NCHW = ("int64", "NCHW")
@@ -878,7 +878,7 @@ class DataType:
         U64_None = ("uint64", "")
         U64_Default = ("uint64", "DefaultFormat")
         U64_5HD = ("uint64", "NC1HWC0")
-        U64_FracZ = ("uint64", "FracZ")
+        U64_FracZ = ("uint64", "FRACTAL_Z")
         U64_FracNZ = ("uint64", "FRACTAL_NZ")
         U64_C1HWNCoC0 = ("uint64", "C1HWNCoC0")
         U64_NCHW = ("uint64", "NCHW")
@@ -890,7 +890,7 @@ class DataType:
         F16_None = ("float16", "")
         F16_Default = ("float16", "DefaultFormat")
         F16_5HD = ("float16", "NC1HWC0")
-        F16_FracZ = ("float16", "FracZ")
+        F16_FracZ = ("float16", "FRACTAL_Z")
         F16_FracNZ = ("float16", "FRACTAL_NZ")
         F16_C1HWNCoC0 = ("float16", "C1HWNCoC0")
         F16_NCHW = ("float16", "NCHW")
@@ -909,7 +909,7 @@ class DataType:
         F32_None = ("float32", "")
         F32_Default = ("float32", "DefaultFormat")
         F32_5HD = ("float32", "NC1HWC0")
-        F32_FracZ = ("float32", "FracZ")
+        F32_FracZ = ("float32", "FRACTAL_Z")
         F32_FracNZ = ("float32", "FRACTAL_NZ")
         F32_C1HWNCoC0 = ("float32", "C1HWNCoC0")
         F32_NCHW = ("float32", "NCHW")
@@ -928,7 +928,7 @@ class DataType:
         F64_None = ("float64", "")
         F64_Default = ("float64", "DefaultFormat")
         F64_5HD = ("float64", "NC1HWC0")
-        F64_FracZ = ("float64", "FracZ")
+        F64_FracZ = ("float64", "FRACTAL_Z")
         F64_FracNZ = ("float64", "FRACTAL_NZ")
         F64_C1HWNCoC0 = ("float64", "C1HWNCoC0")
         F64_NCHW = ("float64", "NCHW")
@@ -946,7 +946,7 @@ class DataType:
     BOOL_None = ("bool", "")
     BOOL_Default = ("bool", "DefaultFormat")
     BOOL_5HD = ("bool", "NC1HWC0")
-    BOOL_FracZ = ("bool", "FracZ")
+    BOOL_FracZ = ("bool", "FRACTAL_Z")
     BOOL_FracNZ = ("bool", "FRACTAL_NZ")
     BOOL_C1HWNCoC0 = ("bool", "C1HWNCoC0")
     BOOL_NCHW = ("bool", "NCHW")
@@ -958,7 +958,7 @@ class DataType:
     I8_None = ("int8", "")
     I8_Default = ("int8", "DefaultFormat")
     I8_5HD = ("int8", "NC1HWC0")
-    I8_FracZ = ("int8", "FracZ")
+    I8_FracZ = ("int8", "FRACTAL_Z")
     I8_FracNZ = ("int8", "FRACTAL_NZ")
     I8_C1HWNCoC0 = ("int8", "C1HWNCoC0")
     I8_NCHW = ("int8", "NCHW")
@@ -971,7 +971,7 @@ class DataType:
     U8_None = ("uint8", "")
     U8_Default = ("uint8", "DefaultFormat")
     U8_5HD = ("uint8", "NC1HWC0")
-    U8_FracZ = ("uint8", "FracZ")
+    U8_FracZ = ("uint8", "FRACTAL_Z")
     U8_FracNZ = ("uint8", "FRACTAL_NZ")
     U8_C1HWNCoC0 = ("uint8", "C1HWNCoC0")
     U8_NCHW = ("uint8", "NCHW")
@@ -984,7 +984,7 @@ class DataType:
     I16_None = ("int16", "")
     I16_Default = ("int16", "DefaultFormat")
     I16_5HD = ("int16", "NC1HWC0")
-    I16_FracZ = ("int16", "FracZ")
+    I16_FracZ = ("int16", "FRACTAL_Z")
     I16_FracNZ = ("int16", "FRACTAL_NZ")
     I16_C1HWNCoC0 = ("int16", "C1HWNCoC0")
     I16_NCHW = ("int16", "NCHW")
@@ -996,7 +996,7 @@ class DataType:
     U16_None = ("uint16", "")
     U16_Default = ("uint16", "DefaultFormat")
     U16_5HD = ("uint16", "NC1HWC0")
-    U16_FracZ = ("uint16", "FracZ")
+    U16_FracZ = ("uint16", "FRACTAL_Z")
     U16_FracNZ = ("uint16", "FRACTAL_NZ")
     U16_C1HWNCoC0 = ("uint16", "C1HWNCoC0")
     U16_NCHW = ("uint16", "NCHW")
@@ -1008,7 +1008,7 @@ class DataType:
     I32_None = ("int32", "")
     I32_Default = ("int32", "DefaultFormat")
     I32_5HD = ("int32", "NC1HWC0")
-    I32_FracZ = ("int32", "FracZ")
+    I32_FracZ = ("int32", "FRACTAL_Z")
     I32_FracNZ = ("int32", "FRACTAL_NZ")
     I32_C1HWNCoC0 = ("int32", "C1HWNCoC0")
     I32_NCHW = ("int32", "NCHW")
@@ -1020,7 +1020,7 @@ class DataType:
     U32_None = ("uint32", "")
     U32_Default = ("uint32", "DefaultFormat")
     U32_5HD = ("uint32", "NC1HWC0")
-    U32_FracZ = ("uint32", "FracZ")
+    U32_FracZ = ("uint32", "FRACTAL_Z")
     U32_FracNZ = ("uint32", "FRACTAL_NZ")
     U32_C1HWNCoC0 = ("uint32", "C1HWNCoC0")
     U32_NCHW = ("uint32", "NCHW")
@@ -1032,7 +1032,7 @@ class DataType:
     I64_None = ("int64", "")
     I64_Default = ("int64", "DefaultFormat")
     I64_5HD = ("int64", "NC1HWC0")
-    I64_FracZ = ("int64", "FracZ")
+    I64_FracZ = ("int64", "FRACTAL_Z")
     I64_FracNZ = ("int64", "FRACTAL_NZ")
     I64_C1HWNCoC0 = ("int64", "C1HWNCoC0")
     I64_NCHW = ("int64", "NCHW")
@@ -1044,7 +1044,7 @@ class DataType:
     U64_None = ("uint64", "")
     U64_Default = ("uint64", "DefaultFormat")
     U64_5HD = ("uint64", "NC1HWC0")
-    U64_FracZ = ("uint64", "FracZ")
+    U64_FracZ = ("uint64", "FRACTAL_Z")
     U64_FracNZ = ("uint64", "FRACTAL_NZ")
     U64_C1HWNCoC0 = ("uint64", "C1HWNCoC0")
     U64_NCHW = ("uint64", "NCHW")
@@ -1056,7 +1056,7 @@ class DataType:
     F16_None = ("float16", "")
     F16_Default = ("float16", "DefaultFormat")
     F16_5HD = ("float16", "NC1HWC0")
-    F16_FracZ = ("float16", "FracZ")
+    F16_FracZ = ("float16", "FRACTAL_Z")
     F16_FracNZ = ("float16", "FRACTAL_NZ")
     F16_C1HWNCoC0 = ("float16", "C1HWNCoC0")
     F16_NCHW = ("float16", "NCHW")
@@ -1075,7 +1075,7 @@ class DataType:
     F32_None = ("float32", "")
     F32_Default = ("float32", "DefaultFormat")
     F32_5HD = ("float32", "NC1HWC0")
-    F32_FracZ = ("float32", "FracZ")
+    F32_FracZ = ("float32", "FRACTAL_Z")
     F32_FracNZ = ("float32", "FRACTAL_NZ")
     F32_C1HWNCoC0 = ("float32", "C1HWNCoC0")
     F32_NCHW = ("float32", "NCHW")
@@ -1094,7 +1094,7 @@ class DataType:
     F64_None = ("float64", "")
     F64_Default = ("float64", "DefaultFormat")
     F64_5HD = ("float64", "NC1HWC0")
-    F64_FracZ = ("float64", "FracZ")
+    F64_FracZ = ("float64", "FRACTAL_Z")
     F64_FracNZ = ("float64", "FRACTAL_NZ")
     F64_C1HWNCoC0 = ("float64", "C1HWNCoC0")
     F64_NCHW = ("float64", "NCHW")
diff --git a/tests/ut/data/profiler_data/container/0/data/Framework.host.vm_graph_desc_info.0.JOB2.slice_0 b/tests/ut/data/profiler_data/container/0/data/Framework.host.vm_graph_desc_info.0.JOB2.slice_0
index 9b3e7b322c5..4c36a6f2133 100644
--- a/tests/ut/data/profiler_data/container/0/data/Framework.host.vm_graph_desc_info.0.JOB2.slice_0
+++ b/tests/ut/data/profiler_data/container/0/data/Framework.host.vm_graph_desc_info.0.JOB2.slice_0
@@ -1,4 +1,4 @@
 op_name:Default/Cast-op6 op_type:Cast input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"32,3,224,224" output_id:0 output_format:DefaultFormat output_data_type:39 output_shape:"32,3,224,224"
 op_name:Default/TransData-op7 op_type:TransData input_id:0 input_format:DefaultFormat input_data_type:39 input_shape:"32,3,224,224" output_id:0 output_format:NC1HWC0 output_data_type:39 output_shape:"32,1,224,224,16"
-op_name:Default/network-WithLossCell/_backbone-ResNet/conv1-Conv2d/Cast-op5 op_type:Cast input_id:0 input_format:FracZ input_data_type:40 input_shape:"49,4,16,16" output_id:0 output_format:FracZ output_data_type:39 output_shape:"49,4,16,16"
-op_name:Default/network-WithLossCell/_backbone-ResNet/layer1-SequentialCell/0-ResidualBlock/conv1-Conv2d/Cast-op28 op_type:Cast input_id:0 input_format:FracZ input_data_type:40 input_shape:"4,4,16,16" output_id:0 output_format:FracZ output_data_type:39 output_shape:"4,4,16,16"
+op_name:Default/network-WithLossCell/_backbone-ResNet/conv1-Conv2d/Cast-op5 op_type:Cast input_id:0 input_format:FRACTAL_Z input_data_type:40 input_shape:"49,4,16,16" output_id:0 output_format:FRACTAL_Z output_data_type:39 output_shape:"49,4,16,16"
+op_name:Default/network-WithLossCell/_backbone-ResNet/layer1-SequentialCell/0-ResidualBlock/conv1-Conv2d/Cast-op28 op_type:Cast input_id:0 input_format:FRACTAL_Z input_data_type:40 input_shape:"4,4,16,16" output_id:0 output_format:FRACTAL_Z output_data_type:39 output_shape:"4,4,16,16"
diff --git a/tests/ut/data/profiler_data/profiler/framework_raw_0.csv b/tests/ut/data/profiler_data/profiler/framework_raw_0.csv
index 8e34e5445d6..e5286ca5ef9 100755
--- a/tests/ut/data/profiler_data/profiler/framework_raw_0.csv
+++ b/tests/ut/data/profiler_data/profiler/framework_raw_0.csv
@@ -1,5 +1,5 @@
 task_id,stream_id,block_dim,full_op_name,op_name,op_type,subgraph,op_info
 51517,0,32,Default/Cast-op6,Cast-op6,Cast,Default,"{""input_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_UINT32"", ""shape"": ""32,3,224,224""}, ""output_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_UINT16"", ""shape"": ""32,3,224,224""}}"
 51518,0,32,Default/TransData-op7,TransData-op7,TransData,Default,"{""input_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_UINT16"", ""shape"": ""32,3,224,224""}, ""output_0"": {""format"": ""NC1HWC0"", ""data_type"": ""NUMBER_TYPE_UINT16"", ""shape"": ""32,1,224,224,16""}}"
-51519,0,32,Default/network-WithLossCell/_backbone-ResNet/conv1-Conv2d/Cast-op5,Cast-op5,Cast,Default,"{""input_0"": {""format"": ""FracZ"", ""data_type"": ""NUMBER_TYPE_UINT32"", ""shape"": ""49,4,16,16""}, ""output_0"": {""format"": ""FracZ"", ""data_type"": ""NUMBER_TYPE_UINT16"", ""shape"": ""49,4,16,16""}}"
-51522,0,4,Default/network-WithLossCell/_backbone-ResNet/layer1-SequentialCell/0-ResidualBlock/conv1-Conv2d/Cast-op28,Cast-op28,Cast,Default,"{""input_0"": {""format"": ""FracZ"", ""data_type"": ""NUMBER_TYPE_UINT32"", ""shape"": ""4,4,16,16""}, ""output_0"": {""format"": ""FracZ"", ""data_type"": ""NUMBER_TYPE_UINT16"", ""shape"": ""4,4,16,16""}}"
+51519,0,32,Default/network-WithLossCell/_backbone-ResNet/conv1-Conv2d/Cast-op5,Cast-op5,Cast,Default,"{""input_0"": {""format"": ""FRACTAL_Z"", ""data_type"": ""NUMBER_TYPE_UINT32"", ""shape"": ""49,4,16,16""}, ""output_0"": {""format"": ""FRACTAL_Z"", ""data_type"": ""NUMBER_TYPE_UINT16"", ""shape"": ""49,4,16,16""}}"
+51522,0,4,Default/network-WithLossCell/_backbone-ResNet/layer1-SequentialCell/0-ResidualBlock/conv1-Conv2d/Cast-op28,Cast-op28,Cast,Default,"{""input_0"": {""format"": ""FRACTAL_Z"", ""data_type"": ""NUMBER_TYPE_UINT32"", ""shape"": ""4,4,16,16""}, ""output_0"": {""format"": ""FRACTAL_Z"", ""data_type"": ""NUMBER_TYPE_UINT16"", ""shape"": ""4,4,16,16""}}"
diff --git a/tests/ut/data/profiler_data/profiler/framework_raw_1.csv b/tests/ut/data/profiler_data/profiler/framework_raw_1.csv
index 5b60ecef49d..ceddd1db5c1 100755
--- a/tests/ut/data/profiler_data/profiler/framework_raw_1.csv
+++ b/tests/ut/data/profiler_data/profiler/framework_raw_1.csv
@@ -3,9 +3,9 @@ task_id,stream_id,block_dim,full_op_name,op_name,op_type,subgraph,op_info
 30295,0,1,Default/AtomicAddrClean-op105,AtomicAddrClean-op105,AtomicAddrClean,Default,"{""input_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""10""}}"
 30300,0,1,Default/AtomicAddrClean-op106,AtomicAddrClean-op106,AtomicAddrClean,Default,"{""input_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""84""}}"
 30268,0,32,Default/Cast-op10,Cast-op10,Cast,Default,"{""input_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""32,1,32,32""}, ""output_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,1,32,32""}}"
-30271,0,9,Default/network-WithLossCell/_backbone-LeNet5/conv1-Conv2d/Cast-op12,Cast-op12,Cast,Default,"{""input_0"": {""format"": ""FracZ"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""25,1,16,16""}, ""output_0"": {""format"": ""FracZ"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""25,1,16,16""}}"
+30271,0,9,Default/network-WithLossCell/_backbone-LeNet5/conv1-Conv2d/Cast-op12,Cast-op12,Cast,Default,"{""input_0"": {""format"": ""FRACTAL_Z"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""25,1,16,16""}, ""output_0"": {""format"": ""FRACTAL_Z"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""25,1,16,16""}}"
 30320,0,32,Gradients/Default/network-WithLossCell/_backbone-LeNet5/conv1-Conv2d/gradConv2D/Cast-op53,Cast-op53,Cast,Gradients,"{""input_0"": {""format"": ""NC1HWC0"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""32,1,28,28,16""}, ""output_0"": {""format"": ""NC1HWC0"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,1,28,28,16""}}"
 30269,0,32,Default/TransData-op11,TransData-op11,TransData,Default,"{""input_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,1,32,32""}, ""output_0"": {""format"": ""NC1HWC0"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,1,32,32""}}"
 30308,0,32,Gradients/Default/network-WithLossCell/_backbone-LeNet5/gradReshape/TransData-op44,TransData-op44,TransData,Gradients,"{""input_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,16,5,5""}, ""output_0"": {""format"": ""NC1HWC0"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,1,5,5,16""}}"
-30272,0,32,Default/network-WithLossCell/_backbone-LeNet5/conv1-Conv2d/Conv2D-op13,Conv2D-op13,Conv2D,Default,"{""input_0"": {""format"": ""NC1HWC0"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,1,32,32,16""}, ""input_1"": {""format"": ""FracZ"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""25,1,16,16""}, ""output_0"": {""format"": ""NC1HWC0"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,1,28,28,16""}}"
+30272,0,32,Default/network-WithLossCell/_backbone-LeNet5/conv1-Conv2d/Conv2D-op13,Conv2D-op13,Conv2D,Default,"{""input_0"": {""format"": ""NC1HWC0"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,1,32,32,16""}, ""input_1"": {""format"": ""FRACTAL_Z"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""25,1,16,16""}, ""output_0"": {""format"": ""NC1HWC0"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,1,28,28,16""}}"
 30286,0,1,Default/network-WithLossCell/_backbone-LeNet5/fc3-Dense/MatMul-op9,MatMul-op9,MatMul,Default,"{""input_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""32,120""}, ""input_1"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""84,120""}, ""input_2"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""84""}, ""output_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""32,84""}}"