diff --git a/config/op_info.config b/config/op_info.config
index a7bd91c0076..92497321eaf 100644
--- a/config/op_info.config
+++ b/config/op_info.config
@@ -12,7 +12,8 @@
 {"op_name": "SubAndFilter", "inputs": [{"index": 0, "name": "x", "param_type": "required"}, {"index": 1, "name": "max_num", "param_type": "required"}, {"index": 2, "name": "offset", "param_type": "required"}], "outputs": [{"index": 0, "name": "filter_res", "param_type": "required"}, {"index": 1, "name": "filter_idx", "param_type": "required"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]]], "imply_type": "AiCPU"}
 {"op_name": "PadAndShift", "inputs": [{"index": 0, "name": "x", "param_type": "required"}, {"index": 1, "name": "cum_sum_arr", "param_type": "required"}, {"index": 2, "name": "shift_idx", "param_type": "required"}], "outputs": [{"index": 0, "name": "output", "param_type": "required"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]]], "imply_type": "AiCPU"}
 {"op_name": "DropoutGenMask", "inputs": [{"index": 0, "name": "x1", "param_type": "required"}, {"index": 1, "name": "x2", "param_type": "required"}], "outputs": [{"index": 0, "name": "y", "param_type": "required"}], "attr": [{"name": "Seed0", "type": "int"}, {"name": "Seed1", "type": "int"}], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["float16", "DefaultFormat"], ["uint8", "DefaultFormat"]]], "imply_type": "AiCPU"}
-{"op_name": "Dropout3d", "inputs": [{"index": 0, "name": "x", "param_type": "required"}], "outputs": [{"index": 0, "name": "y", "param_type": "required"}], "attr": [{"name": "keep_prob", "type": "float"}, {"name": "inplace", "type": "bool"}], "fusion_type": "OPAQUE", "dtype_format": [[["bool", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["float64", "DefaultFormat"]]], "imply_type": "AiCPU"}
+{"op_name": "Dropout2D", "inputs": [{"index": 0, "name": "x", "param_type": "required"}], "outputs": [{"index": 0, "name": "y", "param_type": "required"}, {"index": 1, "name": "mask", "param_type": "required"}], "attr": [{"name": "keep_prob", "type": "float"}], "fusion_type": "OPAQUE", "dtype_format": [[["bool", "DefaultFormat"], ["bool", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int8", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int16", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["bool", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"], ["bool", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["uint16", "DefaultFormat"], ["bool", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["uint32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["uint64", "DefaultFormat"], ["bool", "DefaultFormat"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["bool", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["float64", "DefaultFormat"], ["float64", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "AiCPU"}
+{"op_name": "Dropout3D", "inputs": [{"index": 0, "name": "x", "param_type": "required"}], "outputs": [{"index": 0, "name": "y", "param_type": "required"}, {"index": 1, "name": "mask", "param_type": "required"}], "attr": [{"name": "keep_prob", "type": "float"}], "fusion_type": "OPAQUE", "dtype_format": [[["bool", "DefaultFormat"], ["bool", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int8", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int16", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["bool", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"], ["bool", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["uint16", "DefaultFormat"], ["bool", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["uint32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["uint64", "DefaultFormat"], ["bool", "DefaultFormat"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["bool", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["float64", "DefaultFormat"], ["float64", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "AiCPU"}
 {"op_name": "GetNext", "inputs": [], "outputs": [{"index": 0, "name": "y", "param_type": "dynamic"}], "attr": [{"name": "shared_name", "type": "str"}], "fusion_type": "OPAQUE", "dtype_format": [[["bool", "DefaultFormat"]], [["int8", "DefaultFormat"]], [["int16", "DefaultFormat"]], [["int32", "DefaultFormat"]], [["int64", "DefaultFormat"]], [["float16", "DefaultFormat"]], [["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"]], [["float32", "DefaultFormat"]]], "imply_type": "AiCPU"}
 {"op_name": "Print", "inputs": [{"index": 0, "name": "x", "param_type": "dynamic"}], "outputs": [{"index": 0, "name": "y", "param_type": "required"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["bool", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "AiCPU"}
 {"op_name": "TopK", "inputs": [{"index": 0, "name": "input", "param_type": "required"}, {"index": 1, "name": "k", "param_type": "required"}], "outputs": [{"index": 0, "name": "values", "param_type": "required"}, {"index": 1, "name": "indices", "param_type": "required"}], "attr": [{"name": "sorted", "type": "bool"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["float16", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]]], "imply_type": "AiCPU"}
@@ -39,8 +40,6 @@
 {"op_name": "Gamma", "inputs": [{"index": 0, "name": "shape", "param_type": "required"}, {"index": 1, "name": "alpha", "param_type": "required"}, {"index": 2, "name": "beta", "param_type": "required"}], "outputs": [{"index": 0, "name": "output", "param_type": "required"}], "attr": [{"name": "seed", "type": "int"}, {"name": "seed2", "type": "int"}], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "AiCPU"}
 {"op_name": "Poisson", "inputs": [{"index": 0, "name": "shape", "param_type": "required"}, {"index": 1, "name": "mean", "param_type": "required"}], "outputs": [{"index": 0, "name": "output", "param_type": "required"}], "attr": [{"name": "seed", "type": "int"}, {"name": "seed2", "type": "int"}], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["int32", "DefaultFormat"]]], "imply_type": "AiCPU"}
 {"op_name": "UpdateCache", "inputs": [{"index": 0, "name": "input_x", "param_type": "required"}, {"index": 1, "name": "indices", "param_type": "required"}, {"index": 2, "name": "update", "param_type": "required"}, {"index": 3, "name": "max_num", "param_type": "required"}], "outputs": [{"index": 0, "name": "out", "param_type": "required"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]]], "imply_type": "AiCPU"}
-{"op_name": "SearchCacheIdx", "inputs": [{"index": 0, "name": "hashmap", "param_type": "required"}, {"index": 1, "name": "indices", "param_type": "required"}, {"index": 2, "name": "step", "param_type": "required"}, {"index": 3, "name": "emb_max_num", "param_type": "required"}, {"index": 4, "name": "cache_max_num", "param_type": "required"}], "outputs": [{"index": 0, "name": "cache_idx", "param_type": "required"}, {"index": 1, "name": "miss_idx_1d", "param_type": "required"}, {"index": 2, "name": "miss_emb_idx", "param_type": "required"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]]], "imply_type": "AiCPU"}
-{"op_name": "CacheSwapHashmap", "inputs": [{"index": 0, "name": "hashmap", "param_type": "required"}, {"index": 1, "name": "miss_emb_idx", "param_type": "required"}, {"index": 2, "name": "step", "param_type": "required"}], "outputs": [{"index": 0, "name": "swap_cache_idx", "param_type": "required"}, {"index": 1, "name": "old_emb_idx", "param_type": "required"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]]], "imply_type": "AiCPU"}
 {"op_name": "CacheSwapTable", "inputs": [{"index": 0, "name": "cache_table", "param_type": "required"}, {"index": 1, "name": "swap_cache_idx", "param_type": "required"}, {"index": 2, "name": "miss_value", "param_type": "required"}], "outputs": [{"index": 0, "name": "old_value", "param_type": "required"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["int8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint16", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint64", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["int32", "DefaultFormat"], ["float64", "DefaultFormat"], ["float64", "DefaultFormat"]], [["bool", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int64", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int64", "DefaultFormat"], ["int16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint16", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint64", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["int64", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["int64", "DefaultFormat"], ["float64", "DefaultFormat"], ["float64", "DefaultFormat"]], [["bool", "DefaultFormat"], ["int64", "DefaultFormat"], ["bool", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int64", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int64", "DefaultFormat"], ["int16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint16", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint64", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["int64", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["int64", "DefaultFormat"], ["float64", "DefaultFormat"], ["float64", "DefaultFormat"]], [["bool", "DefaultFormat"], ["int64", "DefaultFormat"], ["bool", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "AiCPU"}
 {"op_name": "UniformInt", "inputs": [{"index": 0, "name": "shape", "param_type": "required"}, {"index": 1, "name": "a", "param_type": "required"}, {"index": 2, "name": "b", "param_type": "required"}], "outputs": [{"index": 0, "name": "output", "param_type": "required"}], "attr": [{"name": "seed", "type": "int"}, {"name": "seed2", "type": "int"}], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]]], "imply_type": "AiCPU"}
 {"op_name": "UniformReal", "inputs": [{"index": 0, "name": "shape", "param_type": "required"}], "outputs": [{"index": 0, "name": "output", "param_type": "required"}], "attr": [{"name": "seed", "type": "int"}, {"name": "seed2", "type": "int"}], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "AiCPU"}
@@ -54,6 +53,10 @@
 {"op_name": "FusedSparseProximalAdagrad", "inputs": [{"index": 0, "name": "var", "param_type": "required"}, {"index": 1, "name": "accum", "param_type": "required"}, {"index": 2, "name": "lr", "param_type": "required"}, {"index": 3, "name": "l1", "param_type": "required"}, {"index": 4, "name": "l2", "param_type": "required"}, {"index": 5, "name": "grad", "param_type": "required"}, {"index": 6, "name": "indices", "param_type": "required"}], "outputs": [{"index": 0, "name": "var", "param_type": "required"}, {"index": 1, "name": "accum", "param_type": "required"}], "attr": [{"name": "use_locking", "type": "bool"}], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "AiCPU"}
 {"op_name": "Meshgrid", "inputs": [{"index": 0, "name": "x", "param_type": "dynamic"}], "outputs": [{"index": 0, "name": "y", "param_type": "dynamic"}], "attr": [{"name": "indexing", "type": "str"}], "fusion_type": "OPAQUE", "dtype_format": [[["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["float64", "DefaultFormat"]], [["bool", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "AiCPU"}
 {"op_name": "TransData", "inputs": [{"index": 0, "name": "src", "param_type": "required"}], "outputs": [{"index": 0, "name": "dst", "param_type": "required"}], "attr": [{"name": "src_format", "type": "str"}, {"name": "dst_format", "type": "str"}], "fusion_type": "OPAQUE", "dtype_format": [[["uint16", "DefaultFormat"], ["uint16", "NC1HWC0"]], [["uint16", "NC1HWC0"], ["uint16", "DefaultFormat"]]], "imply_type": "AiCPU"}
+{"op_name": "StackInit", "inputs": [], "outputs": [], "attr": [{"name": "index", "type": "int"}], "fusion_type": "OPAQUE", "dtype_format": [], "imply_type": "AiCPU"}
+{"op_name": "StackPush", "inputs": [{"index": 0, "name": "src", "param_type": "required"}], "outputs": [], "attr": [{"name": "index", "type": "int"}], "fusion_type": "OPAQUE", "dtype_format": [[["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"]], [["int8", "DefaultFormat"]], [["int16", "DefaultFormat"]], [["int32", "DefaultFormat"]], [["int64", "DefaultFormat"]], [["float16", "DefaultFormat"]], [["float32", "DefaultFormat"]], [["float64", "DefaultFormat"]], [["bool", "DefaultFormat"]]], "imply_type": "AiCPU"}
+{"op_name": "StackPop", "inputs": [], "outputs": [{"index": 0, "name": "dst", "param_type": "required"}], "attr": [{"name": "index", "type": "int"}], "fusion_type": "OPAQUE", "dtype_format": [[["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"]], [["int8", "DefaultFormat"]], [["int16", "DefaultFormat"]], [["int32", "DefaultFormat"]], [["int64", "DefaultFormat"]], [["float16", "DefaultFormat"]], [["float32", "DefaultFormat"]], [["float64", "DefaultFormat"]], [["bool", "DefaultFormat"]]], "imply_type": "AiCPU"}
+{"op_name": "StackDestroy", "inputs": [], "outputs": [], "attr": [{"name": "index", "type": "int"}], "fusion_type": "OPAQUE", "dtype_format": [], "imply_type": "AiCPU"}
 {"op_name": "CTCGreedyDecoder", "inputs": [{"index": 0, "name": "inputs", "param_type": "required"}, {"index": 1, "name": "sequence_length", "param_type": "required"}], "outputs": [{"index": 0, "name": "decoded_indices", "param_type": "required"}, {"index": 1, "name": "decoded_values", "param_type": "required"}, {"index": 2, "name": "decoded_shape", "param_type": "required"}, {"index": 3, "name": "log_probability", "param_type": "required"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["float64", "DefaultFormat"]]], "imply_type": "AiCPU"}
 {"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"}
@@ -103,10 +106,10 @@
 {"op_name": "NotEqual", "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"]], [["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"]], [["bool", "DefaultFormat"], ["bool", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "AKG", "processor": "CUDA"}
 {"op_name": "ReLU6", "inputs": [{"index": 0, "name": "x"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "AKG", "processor": "CUDA"}
 {"op_name": "ReLU6Grad", "inputs": [{"index": 0, "name": "y_grad"}, {"index": 1, "name": "x"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "AKG", "processor": "CUDA"}
-{"op_name": "Squeeze", "inputs": [{"index": 0, "name": "x"}], "outputs": [{"index": 0, "name": "output"}], "attr": [{"name": "axis", "param_type": "optional", "type": "listInt"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["bool", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "AKG", "processor": "CUDA"}
+{"op_name": "Squeeze", "inputs": [{"index": 0, "name": "x"}], "outputs": [{"index": 0, "name": "output"}], "attr": [{"name": "axis", "param_type": "optional", "type": "listInt"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["float64", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["bool", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "AKG", "processor": "CUDA"}
 {"op_name": "SqueezeGrad", "inputs": [{"index": 0, "name": "y_grad"}], "outputs": [{"index": 0, "name": "output"}], "attr": [{"name": "x_shape", "param_type": "required", "type": "listInt"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["bool", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "AKG", "processor": "CUDA"}
 {"op_name": "Sub", "inputs": [{"index": 0, "name": "x"}, {"index": 1, "name": "y"}], "outputs": [{"index": 0, "name": "output"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]]], "imply_type": "AKG", "processor": "CUDA"}
-{"op_name": "Tile", "inputs": [{"index": 0, "name": "x"}], "outputs": [{"index": 0, "name": "output"}], "attr": [{"name": "multiples", "param_type": "required", "type": "listInt"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"]]], "imply_type": "AKG", "processor": "CUDA"}
+{"op_name": "Tile", "inputs": [{"index": 0, "name": "x"}], "outputs": [{"index": 0, "name": "output"}], "attr": [{"name": "multiples", "param_type": "required", "type": "listInt"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["float64", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"]]], "imply_type": "AKG", "processor": "CUDA"}
 {"op_name": "Abs", "inputs": [{"index": 0, "name": "x", "param_type": "required"}], "outputs": [{"index": 0, "name": "y", "need_compile": true, "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": "abs.so", "compute_cost": 10, "kernel_name": "abs", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "formatAgnostic"}
 {"op_name": "InplaceAdd", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "v", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "indices", "param_type": "required", "type": "listInt", "value": "all"}], "fusion_type": "ELEMWISE", "dtype_format": [[["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "inplace_add_d.so", "compute_cost": 10, "kernel_name": "inplace_add_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "InplaceSub", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "v", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "indices", "param_type": "required", "type": "listInt", "value": "all"}], "fusion_type": "ELEMWISE", "dtype_format": [[["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "inplace_sub_d.so", "compute_cost": 10, "kernel_name": "inplace_sub_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
@@ -121,7 +124,7 @@
 {"op_name": "AddN", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "dynamic", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "n", "param_type": "required", "type": "int", "value": "all"}], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]], [["int32", ""], ["int32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "add_n.so", "compute_cost": 10, "kernel_name": "add_n", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": true, "need_check_supported": false, "op_pattern": "broadcast"}
 {"op_name": "AccumulateNV2", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "dynamic", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "n", "param_type": "required", "type": "int", "value": "all"}], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]], [["int32", ""], ["int32", ""]], [["int8", ""], ["int8", ""]], [["uint8", ""], ["uint8", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "accumulate_nv2.so", "compute_cost": 10, "kernel_name": "accumulate_nv2", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "broadcast"}
 {"op_name": "ApplyFtrl", "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": "linear", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "grad", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 4, "name": "lr", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 5, "name": "l1", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 6, "name": "l2", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 7, "name": "lr_power", "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"}, {"index": 2, "name": "linear", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float16", "FracZ"], ["float16", "FracZ"], ["float16", "FracZ"], ["float16", "FracZ"], ["float16", "FracZ"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "FracZ"], ["float16", "FracZ"], ["float16", "FracZ"]], [["float16", "C1HWNCoC0"], ["float16", "C1HWNCoC0"], ["float16", "C1HWNCoC0"], ["float16", "C1HWNCoC0"], ["float16", "C1HWNCoC0"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "C1HWNCoC0"], ["float16", "C1HWNCoC0"], ["float16", "C1HWNCoC0"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float32", "FracZ"], ["float32", "FracZ"], ["float32", "FracZ"], ["float32", "FracZ"], ["float32", "FracZ"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "FracZ"], ["float32", "FracZ"], ["float32", "FracZ"]], [["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "C1HWNCoC0"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["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"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "apply_ftrl.so", "compute_cost": 10, "kernel_name": "apply_ftrl_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
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@@ -134,18 +137,18 @@
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+{"op_name": "Conv2D", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "filter", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "bias", "need_compile": false, "param_type": "optional", "shape": "all"}, {"index": 3, "name": "offset_w", "need_compile": false, "param_type": "optional", "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"}, {"name": "offset_x", "param_type": "optional", "type": "int", "value": "all", "default_value": "0"}], "fusion_type": "CONVLUTION", "dtype_format": [[["float16", ""], ["float16", ""], ["float16", ""], ["int8", ""], ["float16", ""]], [["int8", ""], ["int8", ""], ["int32", ""], ["int8", ""], ["int32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "conv2d.so", "compute_cost": 10, "kernel_name": "conv2d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "dynamicFormat"}
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@@ -156,8 +159,11 @@
 {"op_name": "FastGeLUGrad", "inputs": [{"index": 0, "name": "dy", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "z", "need_compile": true, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"], ["float32", "FRACTAL_NZ"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "fast_gelu_grad.so", "compute_cost": 10, "kernel_name": "fast_gelu_grad", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "MaxPool", "inputs": [{"index": 0, "name": "input_data", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "output_data", "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": "required", "type": "str", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "max_pool.so", "compute_cost": 10, "kernel_name": "max_pool", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "MaxPoolGrad", "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"}, {"index": 2, "name": "grad", "need_compile": false, "param_type": "required", "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"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "max_pool_grad.so", "compute_cost": 10, "kernel_name": "max_pool_grad", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
-{"op_name": "MaxPoolGradWithArgmax", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "grad", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "argmax", "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"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["uint16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["int64", "NC1HWC0"], ["float16", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "max_pool_grad_with_argmax.so", "compute_cost": 10, "kernel_name": "max_pool_grad_with_argmax", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
-{"op_name": "MaxPoolWithArgmax", "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"}, {"index": 1, "name": "argmax", "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"}], "fusion_type": "CONVLUTION", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["uint16", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "max_pool_with_argmax.so", "compute_cost": 10, "kernel_name": "max_pool_with_argmax", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
+{"op_name": "MaxPoolGradWithArgmax", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "grad", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "argmax", "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"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["uint16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["int64", "NC1HWC0"], ["float16", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "max_pool_grad_with_argmax.so", "compute_cost": 10, "kernel_name": "max_pool_grad_with_argmax", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": true, "op_pattern": ""}
+{"op_name": "MaxPoolWithArgmax", "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"}, {"index": 1, "name": "argmax", "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"}], "fusion_type": "CONVLUTION", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["uint16", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "max_pool_with_argmax.so", "compute_cost": 10, "kernel_name": "max_pool_with_argmax", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": true, "op_pattern": ""}
+{"op_name": "MaxPool3D", "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": "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": "pad_list", "param_type": "optional", "type": "listInt", "value": "all", "default_value": "0,0,0"}, {"name": "dilation", "param_type": "optional", "type": "listInt", "value": "all", "default_value": "1,1,1"}, {"name": "ceil_mode", "param_type": "optional", "type": "int", "value": "all", "default_value": "0"}, {"name": "format", "param_type": "optional", "type": "str", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["", ""], ["", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "max_pool3d.so", "compute_cost": 10, "kernel_name": "max_pool3d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "dynamicFormat"}
+{"op_name": "MaxPool3DGrad", "inputs": [{"index": 0, "name": "orig_x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "orig_y", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "grads", "need_compile": false, "param_type": "required", "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": "format", "param_type": "optional", "type": "str", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NDC1HWC0"], ["float16", "NDC1HWC0"], ["float16", "NDC1HWC0"], ["float32", "NDC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "max_pool3d_grad.so", "compute_cost": 10, "kernel_name": "max_pool3d_grad", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
+{"op_name": "MaxPool3DGradGrad", "inputs": [{"index": 0, "name": "orig_in", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "orig_out", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "grads", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "assist", "need_compile": false, "param_type": "required", "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": "format", "param_type": "optional", "type": "str", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "NDC1HWC0"], ["float16", "NDC1HWC0"], ["float16", "NDC1HWC0"], ["float16", "NDC1HWC0"], ["float16", "NDC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "max_pool3d_grad_grad_d.so", "compute_cost": 10, "kernel_name": "max_pool3d_grad_grad_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "Mul", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "output", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["", ""], ["", ""], ["", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "mul.so", "compute_cost": 10, "kernel_name": "mul", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "dynamicFormat"}
 {"op_name": "Mul", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "output", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["", ""], ["", ""], ["", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "mul.so", "compute_cost": 10, "kernel_name": "mul", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": true, "need_check_supported": false, "op_pattern": "dynamicFormat"}
 {"op_name": "RealDiv", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "z", "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": "realdiv.so", "compute_cost": 10, "kernel_name": "real_div", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "broadcast"}
@@ -170,13 +176,13 @@
 {"op_name": "ReLUV2", "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"}, {"index": 1, "name": "mask", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["uint8", "DefaultFormat"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["uint8", "DefaultFormat"]], [["int32", "NC1HWC0"], ["int32", "NC1HWC0"], ["uint8", "DefaultFormat"]], [["int8", "NC1HWC0"], ["int8", "NC1HWC0"], ["uint8", "DefaultFormat"]], [["uint8", "NC1HWC0"], ["uint8", "NC1HWC0"], ["uint8", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "relu_v2.so", "compute_cost": 10, "kernel_name": "relu_v2", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "ReluGradV2", "inputs": [{"index": 0, "name": "gradients", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "mask", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "backprops", "need_compile": true, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "NC1HWC0"], ["uint8", "DefaultFormat"], ["float16", "NC1HWC0"]], [["float32", "NC1HWC0"], ["uint8", "DefaultFormat"], ["float32", "NC1HWC0"]], [["int32", "NC1HWC0"], ["uint8", "DefaultFormat"], ["int32", "NC1HWC0"]], [["int8", "NC1HWC0"], ["uint8", "DefaultFormat"], ["int8", "NC1HWC0"]], [["uint8", "NC1HWC0"], ["uint8", "DefaultFormat"], ["uint8", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "relu_grad_v2.so", "compute_cost": 10, "kernel_name": "relu_grad_v2", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "SoftmaxCrossEntropyWithLogits", "inputs": [{"index": 0, "name": "input_features", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "input_labels", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "output_loss", "need_compile": true, "param_type": "required", "shape": "all"}, {"index": 1, "name": "output_backprop", "need_compile": true, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "softmax_cross_entropy_with_logits.so", "compute_cost": 10, "kernel_name": "softmax_cross_entropy_with_logits", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
-{"op_name": "SigmoidCrossEntropyWithLogits", "inputs": [{"index": 0, "name": "predict", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "target", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "loss", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "sigmoid_cross_entropy_with_logits.so", "compute_cost": 10, "kernel_name": "sigmoid_cross_entropy_with_logits", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
-{"op_name": "SigmoidCrossEntropyWithLogitsGrad", "inputs": [{"index": 0, "name": "predict", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "target", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "dout", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "gradient", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "sigmoid_cross_entropy_with_logits_grad.so", "compute_cost": 10, "kernel_name": "sigmoid_cross_entropy_with_logits_grad", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
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-{"op_name": "MatMul", "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"}, {"index": 2, "name": "bias", "need_compile": false, "param_type": "optional", "shape": "all"}, {"index": 3, "name": "offset_w", "need_compile": false, "param_type": "optional", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "transpose_x1", "param_type": "required", "type": "bool", "value": "all"}, {"name": "transpose_x2", "param_type": "required", "type": "bool", "value": "all"}, {"name": "offset_x", "param_type": "optional", "type": "int", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int8", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"], ["float16", "DefaultFormat"], ["int8", "DefaultFormat"], ["float16", "FRACTAL_NZ"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"], ["float32", "DefaultFormat"], ["int8", "DefaultFormat"], ["float32", "FRACTAL_NZ"]], [["float32", "NHWC"], ["float32", "NHWC"], ["float32", "NHWC"], ["int8", "DefaultFormat"], ["float32", "NHWC"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["int8", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "NHWC"], ["int32", "NHWC"], ["int32", "NHWC"], ["int8", "DefaultFormat"], ["int32", "NHWC"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "mat_mul.so", "compute_cost": 10, "kernel_name": "mat_mul", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": true, "op_pattern": ""}
+{"op_name": "MatMul", "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"}, {"index": 2, "name": "bias", "need_compile": false, "param_type": "optional", "shape": "all"}, {"index": 3, "name": "offset_w", "need_compile": false, "param_type": "optional", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "transpose_x1", "param_type": "required", "type": "bool", "value": "all"}, {"name": "transpose_x2", "param_type": "required", "type": "bool", "value": "all"}, {"name": "offset_x", "param_type": "optional", "type": "int", "value": "all", "default_value": "0"}], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int8", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"], ["float16", "DefaultFormat"], ["int8", "DefaultFormat"], ["float16", "FRACTAL_NZ"]], [["float16", "FRACTAL_NZ"], ["float16", "FRACTAL_NZ"], ["float32", "DefaultFormat"], ["int8", "DefaultFormat"], ["float32", "FRACTAL_NZ"]], [["float32", "NHWC"], ["float32", "NHWC"], ["float32", "NHWC"], ["int8", "DefaultFormat"], ["float32", "NHWC"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["int8", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "NHWC"], ["int32", "NHWC"], ["int32", "NHWC"], ["int8", "DefaultFormat"], ["int32", "NHWC"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "mat_mul.so", "compute_cost": 10, "kernel_name": "mat_mul", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": true, "op_pattern": ""}
 {"op_name": "Sub", "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": [[["int32", ""], ["int32", ""], ["int32", ""]], [["float16", ""], ["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "sub.so", "compute_cost": 10, "kernel_name": "sub", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "broadcast"}
 {"op_name": "Sub", "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": [[["int32", ""], ["int32", ""], ["int32", ""]], [["float16", ""], ["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "sub.so", "compute_cost": 10, "kernel_name": "sub", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": true, "need_check_supported": false, "op_pattern": "broadcast"}
 {"op_name": "ScatterNd", "inputs": [{"index": 0, "name": "indices", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "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": "shape", "param_type": "optional", "type": "listInt", "value": "all"}], "fusion_type": "ELEMWISE", "dtype_format": [[["int32", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int32", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "scatter_nd_d.so", "compute_cost": 10, "kernel_name": "scatter_nd_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
@@ -200,7 +206,7 @@
 {"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_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "dynamicFormat"}
 {"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_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "dynamicFormat"}
 {"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_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "formatAgnostic"}
-{"op_name": "StridedSlice", "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": "begin", "param_type": "optional", "type": "listInt", "value": "all"}, {"name": "end", "param_type": "optional", "type": "listInt", "value": "all"}, {"name": "strides", "param_type": "optional", "type": "listInt", "value": "all"}, {"name": "begin_mask", "param_type": "required", "type": "int", "value": "all"}, {"name": "end_mask", "param_type": "required", "type": "int", "value": "all"}, {"name": "ellipsis_mask", "param_type": "required", "type": "int", "value": "all"}, {"name": "new_axis_mask", "param_type": "required", "type": "int", "value": "all"}, {"name": "shrink_axis_mask", "param_type": "required", "type": "int", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["bool", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "strided_slice_d.so", "compute_cost": 10, "kernel_name": "strided_slice_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
+{"op_name": "StridedSlice", "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": "begin", "param_type": "optional", "type": "listInt", "value": "all"}, {"name": "end", "param_type": "optional", "type": "listInt", "value": "all"}, {"name": "strides", "param_type": "optional", "type": "listInt", "value": "all"}, {"name": "begin_mask", "param_type": "required", "type": "int", "value": "all"}, {"name": "end_mask", "param_type": "required", "type": "int", "value": "all"}, {"name": "ellipsis_mask", "param_type": "required", "type": "int", "value": "all"}, {"name": "new_axis_mask", "param_type": "required", "type": "int", "value": "all"}, {"name": "shrink_axis_mask", "param_type": "required", "type": "int", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["", ""], ["", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "strided_slice_d.so", "compute_cost": 10, "kernel_name": "strided_slice_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "dynamicFormat"}
 {"op_name": "StridedSliceGrad", "inputs": [{"index": 0, "name": "dy", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "output", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "shapex", "param_type": "optional", "type": "listInt", "value": "all"}, {"name": "begin", "param_type": "optional", "type": "listInt", "value": "all"}, {"name": "end", "param_type": "optional", "type": "listInt", "value": "all"}, {"name": "strides", "param_type": "optional", "type": "listInt", "value": "all"}, {"name": "begin_mask", "param_type": "optional", "type": "int", "value": "all"}, {"name": "end_mask", "param_type": "optional", "type": "int", "value": "all"}, {"name": "ellipsis_mask", "param_type": "optional", "type": "int", "value": "all"}, {"name": "new_axis_mask", "param_type": "optional", "type": "int", "value": "all"}, {"name": "shrink_axis_mask", "param_type": "optional", "type": "int", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "strided_slice_grad_d.so", "compute_cost": 10, "kernel_name": "strided_slice_grad_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "Split", "inputs": [{"index": 0, "name": "value", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "output", "need_compile": false, "param_type": "dynamic", "shape": "all"}], "attr": [{"name": "axis", "param_type": "required", "type": "int", "value": "all"}, {"name": "output_num", "param_type": "required", "type": "int", "value": "all"}], "fusion_type": "ELEMWISE", "dtype_format": [[["", ""], ["", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "split_d.so", "compute_cost": 10, "kernel_name": "split_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "dynamicFormat"}
 {"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": [], "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_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "formatAgnostic"}
@@ -218,11 +224,11 @@
 {"op_name": "NPUClearFloatStatus", "inputs": [{"index": 0, "name": "addr", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "data", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "n_p_u_clear_float_status.so", "compute_cost": 10, "kernel_name": "n_p_u_clear_float_status", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "NPUGetFloatStatus", "inputs": [{"index": 0, "name": "addr", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "data", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "n_p_u_get_float_status.so", "compute_cost": 10, "kernel_name": "n_p_u_get_float_status", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "NPUAllocFloatStatus", "inputs": [], "outputs": [{"index": 0, "name": "data", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "n_p_u_alloc_float_status.so", "compute_cost": 10, "kernel_name": "n_p_u_alloc_float_status", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
-{"op_name": "OneHot", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "on_value", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "off_value", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "depth", "param_type": "required", "type": "int", "value": "all"}, {"name": "axis", "param_type": "required", "type": "int", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["uint8", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int32", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "one_hot.so", "compute_cost": 10, "kernel_name": "one_hot_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
+{"op_name": "OneHot", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "on_value", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "off_value", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "depth", "param_type": "required", "type": "int", "value": "all"}, {"name": "axis", "param_type": "required", "type": "int", "value": "all", "default_value": "-1"}], "fusion_type": "OPAQUE", "dtype_format": [[["uint8", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int32", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "one_hot.so", "compute_cost": 10, "kernel_name": "one_hot_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "Equal", "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", ""], ["bool", ""]], [["uint8", ""], ["uint8", ""], ["bool", ""]], [["int32", ""], ["int32", ""], ["bool", ""]], [["float16", ""], ["float16", ""], ["bool", ""]], [["float32", ""], ["float32", ""], ["bool", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "equal.so", "compute_cost": 10, "kernel_name": "equal", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "broadcast"}
 {"op_name": "Equal", "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", "DefaultFormat"], ["int8", "DefaultFormat"], ["bool", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["bool", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "equal.so", "compute_cost": 10, "kernel_name": "equal", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": true, "need_check_supported": false, "op_pattern": "broadcast"}
 {"op_name": "Less", "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": "OPAQUE", "dtype_format": [[["int8", ""], ["int8", ""], ["bool", ""]], [["uint8", ""], ["uint8", ""], ["bool", ""]], [["int32", ""], ["int32", ""], ["bool", ""]], [["float16", ""], ["float16", ""], ["bool", ""]], [["float32", ""], ["float32", ""], ["bool", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "less.so", "compute_cost": 10, "kernel_name": "less", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "broadcast"}
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 {"op_name": "LogicalAnd", "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": true, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["bool", ""], ["bool", ""], ["bool", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "logical_and.so", "compute_cost": 10, "kernel_name": "logical_and", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "broadcast"}
 {"op_name": "LogicalNot", "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": [[["bool", ""], ["bool", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "logical_not.so", "compute_cost": 10, "kernel_name": "logical_not", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "formatAgnostic"}
 {"op_name": "LogicalOr", "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": true, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["bool", ""], ["bool", ""], ["bool", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "logical_or.so", "compute_cost": 10, "kernel_name": "logical_or", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "broadcast"}
@@ -247,7 +253,7 @@
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 {"op_name": "TruncateDiv", "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", ""]], [["int8", ""], ["int8", ""], ["int8", ""]], [["uint8", ""], ["uint8", ""], ["uint8", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "truncate_div.so", "compute_cost": 10, "kernel_name": "truncate_div", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "broadcast"}
 {"op_name": "TruncateMod", "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", ""]], [["int8", ""], ["int8", ""], ["int8", ""]], [["uint8", ""], ["uint8", ""], ["uint8", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "truncate_mod.so", "compute_cost": 10, "kernel_name": "truncate_mod", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "broadcast"}
 {"op_name": "UnsortedSegmentSum", "inputs": [{"index": 0, "name": "x", "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": [[["", ""], ["", ""], ["", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "unsorted_segment_sum_d.so", "compute_cost": 10, "kernel_name": "unsorted_segment_sum_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "dynamicFormat"}
@@ -263,7 +269,8 @@
 {"op_name": "MinimumGrad", "inputs": [{"index": 0, "name": "grads", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "x1", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "x2", "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": [{"name": "grad_x", "param_type": "optional", "type": "bool", "value": "all"}, {"name": "grad_y", "param_type": "optional", "type": "bool", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["int32", ""], ["int32", ""], ["int32", ""], ["int32", ""], ["int32", ""]], [["float16", ""], ["float16", ""], ["float16", ""], ["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""], ["float32", ""], ["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "minimum_grad.so", "compute_cost": 10, "kernel_name": "minimum_grad", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "broadcast"}
 {"op_name": "MaximumGrad", "inputs": [{"index": 0, "name": "grads", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "x1", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "x2", "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": [{"name": "grad_x", "param_type": "optional", "type": "bool", "value": "all"}, {"name": "grad_y", "param_type": "optional", "type": "bool", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["int32", ""], ["int32", ""], ["int32", ""], ["int32", ""], ["int32", ""]], [["float16", ""], ["float16", ""], ["float16", ""], ["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""], ["float32", ""], ["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "maximum_grad.so", "compute_cost": 10, "kernel_name": "maximum_grad", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "broadcast"}
 {"op_name": "Concat", "inputs": [{"index": 0, "name": "input_values", "need_compile": false, "param_type": "dynamic", "shape": "all"}], "outputs": [{"index": 0, "name": "output_data", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "axis", "param_type": "required", "type": "int", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["", ""], ["", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "concat_d.so", "compute_cost": 10, "kernel_name": "concat_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "dynamicFormat"}
-{"op_name": "Slice", "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": "begin", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "size", "param_type": "required", "type": "listInt", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "slice_d.so", "compute_cost": 10, "kernel_name": "slice_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
+{"op_name": "Concat", "inputs": [{"index": 0, "name": "input_values", "need_compile": false, "param_type": "dynamic", "shape": "all"}], "outputs": [{"index": 0, "name": "output_data", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "axis", "param_type": "required", "type": "int", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["", ""], ["", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "concat_d.so", "compute_cost": 10, "kernel_name": "concat_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": true, "need_check_supported": false, "op_pattern": "dynamicFormat"}
+{"op_name": "Slice", "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": "begin", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "size", "param_type": "required", "type": "listInt", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "slice_d.so", "compute_cost": 10, "kernel_name": "slice_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "dynamicFormat"}
 {"op_name": "Sign", "inputs": [{"index": 0, "name": "x", "param_type": "required"}], "outputs": [{"index": 0, "name": "y", "need_compile": true, "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": "sign.so", "compute_cost": 10, "kernel_name": "sign", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "formatAgnostic"}
 {"op_name": "Greater", "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": "OPAQUE", "dtype_format": [[["int8", ""], ["int8", ""], ["bool", ""]], [["uint8", ""], ["uint8", ""], ["bool", ""]], [["int32", ""], ["int32", ""], ["bool", ""]], [["float16", ""], ["float16", ""], ["bool", ""]], [["float32", ""], ["float32", ""], ["bool", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "greater.so", "compute_cost": 10, "kernel_name": "greater", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "broadcast"}
 {"op_name": "ClipByNormNoDivSum", "inputs": [{"index": 0, "name": "input_x", "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"}, {"index": 3, "name": "input3", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "output_y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "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": "clip_by_norm_no_div_sum.so", "compute_cost": 10, "kernel_name": "clip_by_norm_no_div_sum", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
@@ -272,7 +279,7 @@
 {"op_name": "LayerNorm", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "gamma", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "beta", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "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"}], "attr": [{"name": "begin_norm_axis", "param_type": "required", "type": "int", "value": "all"}, {"name": "begin_params_axis", "param_type": "required", "type": "int", "value": "all"}, {"name": "epsilon", "param_type": "optional", "type": "float", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", ""], ["float16", ""], ["float16", ""], ["float16", ""], ["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""], ["float32", ""], ["float32", ""], ["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "layer_norm.so", "compute_cost": 10, "kernel_name": "layer_norm", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "dynamicFormat"}
 {"op_name": "LayerNormGrad", "inputs": [{"index": 0, "name": "dy", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "variance", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "mean", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 4, "name": "gamma", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "pd_x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "pd_gamma", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "pd_beta", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "layer_norm_grad.so", "compute_cost": 10, "kernel_name": "layer_norm_grad", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "LayerNormXBackprop", "inputs": [{"index": 0, "name": "dy", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "variance", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "mean", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 4, "name": "gamma", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "pd_x", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["float16", ""], ["float16", ""], ["float16", ""], ["float16", ""], ["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""], ["float32", ""], ["float32", ""], ["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "layer_norm_x_backprop.so", "compute_cost": 10, "kernel_name": "layer_norm_x_backprop", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "dynamicFormat"}
-{"op_name": "L2Loss", "inputs": [{"index": 0, "name": "x", "param_type": "required"}], "outputs": [{"index": 0, "name": "y", "need_compile": true, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float16", "FracZ"], ["float16", "DefaultFormat"]], [["float16", "FRACTAL_NZ"], ["float16", "DefaultFormat"]], [["float16", "NC1HWC0"], ["float16", "DefaultFormat"]], [["float16", "C1HWNCoC0"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float32", "FracZ"], ["float32", "DefaultFormat"]], [["float32", "FRACTAL_NZ"], ["float32", "DefaultFormat"]], [["float32", "NC1HWC0"], ["float32", "DefaultFormat"]], [["float32", "C1HWNCoC0"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "l2_loss.so", "compute_cost": 10, "kernel_name": "l2_loss", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
+{"op_name": "L2Loss", "inputs": [{"index": 0, "name": "x", "param_type": "required"}], "outputs": [{"index": 0, "name": "y", "need_compile": true, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["", ""], ["", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "l2_loss.so", "compute_cost": 10, "kernel_name": "l2_loss", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "dynamicFormat"}
 {"op_name": "L2Normalize", "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": [{"name": "axis", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "epsilon", "param_type": "required", "type": "float", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "l2_normalize.so", "compute_cost": 10, "kernel_name": "l2_normalize", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "L2NormalizeGrad", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "dy", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "dx", "need_compile": true, "param_type": "required", "shape": "all"}], "attr": [{"name": "axis", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "epsilon", "param_type": "required", "type": "float", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "l2_normalize_grad.so", "compute_cost": 10, "kernel_name": "l2_normalize_grad", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "SquareSumV1", "inputs": [{"index": 0, "name": "input_x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "output1", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "axis", "param_type": "optional", "type": "listInt", "value": "all"}, {"name": "keep_dims", "param_type": "optional", "type": "bool", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "square_sum_v1.so", "compute_cost": 10, "kernel_name": "square_sum_v1", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
@@ -301,14 +308,14 @@
 {"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_format": false, "dynamic_shape": true, "need_check_supported": 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_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "formatAgnostic"}
 {"op_name": "Erfc", "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": "erfc.so", "compute_cost": 10, "kernel_name": "erfc", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "formatAgnostic"}
-{"op_name": "DepthwiseConv2dNative", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "filter", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "bias", "need_compile": false, "param_type": "optional", "shape": "all"}, {"index": 3, "name": "offset_w", "need_compile": false, "param_type": "optional", "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": "dilation", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "pad_list", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "format", "param_type": "required", "type": "str", "value": "all"}, {"name": "offset_a", "param_type": "optional", "type": "int", "value": "all"}], "fusion_type": "CONVLUTION", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "C1HWNCoC0"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "depthwise_conv2d.so", "compute_cost": 10, "kernel_name": "depthwise_conv2d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
+{"op_name": "DepthwiseConv2dNative", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "filter", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "bias", "need_compile": false, "param_type": "optional", "shape": "all"}, {"index": 3, "name": "offset_w", "need_compile": false, "param_type": "optional", "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": "dilation", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "pad_list", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "format", "param_type": "required", "type": "str", "value": "all"}, {"name": "offset_a", "param_type": "optional", "type": "int", "value": "all", "default_value": "0"}], "fusion_type": "CONVLUTION", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "C1HWNCoC0"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "depthwise_conv2d.so", "compute_cost": 10, "kernel_name": "depthwise_conv2d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "DepthwiseConv2dNativeBackpropFilter", "inputs": [{"index": 0, "name": "input", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "out_backprop", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "filter_grad", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "filter_size", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "stride", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "dilation", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "pad_list", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "format", "param_type": "required", "type": "str", "value": "all"}], "fusion_type": "CONVLUTION", "dtype_format": [[["float16", "NC1HWC0"], ["float16", "NC1HWC0"], ["float32", "C1HWNCoC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "depthwise_conv2d_backprop_filter_d.so", "compute_cost": 10, "kernel_name": "depthwise_conv2d_backprop_filter_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "DepthwiseConv2dNativeBackpropInput", "inputs": [{"index": 0, "name": "filter", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "out_backprop", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "input_grad", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "input_size", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "stride", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "dilation", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "pad_list", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "format", "param_type": "required", "type": "str", "value": "all"}], "fusion_type": "CONVLUTION", "dtype_format": [[["float16", "C1HWNCoC0"], ["float16", "NC1HWC0"], ["float16", "NC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "depthwise_conv2d_backprop_input_d.so", "compute_cost": 10, "kernel_name": "depthwise_conv2d_backprop_input_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "GreaterEqual", "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": "OPAQUE", "dtype_format": [[["int8", ""], ["int8", ""], ["bool", ""]], [["uint8", ""], ["uint8", ""], ["bool", ""]], [["int32", ""], ["int32", ""], ["bool", ""]], [["float16", ""], ["float16", ""], ["bool", ""]], [["float32", ""], ["float32", ""], ["bool", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "greater_equal.so", "compute_cost": 10, "kernel_name": "greater_equal", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "broadcast"}
 {"op_name": "NotEqual", "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", ""], ["bool", ""]], [["uint8", ""], ["uint8", ""], ["bool", ""]], [["int32", ""], ["int32", ""], ["bool", ""]], [["float16", ""], ["float16", ""], ["bool", ""]], [["float32", ""], ["float32", ""], ["bool", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "not_equal.so", "compute_cost": 10, "kernel_name": "not_equal", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "broadcast"}
 {"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_format": false, "dynamic_shape": false, "need_check_supported": 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": "all"}], "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_format": false, "dynamic_shape": false, "need_check_supported": 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"}], "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_format": false, "dynamic_shape": false, "need_check_supported": 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_format": false, "dynamic_shape": false, "need_check_supported": 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_format": false, "dynamic_shape": false, "need_check_supported": 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_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "OnesLike", "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": [[["uint8", ""], ["uint8", ""]], [["int8", ""], ["int8", ""]], [["int32", ""], ["int32", ""]], [["float16", ""], ["float16", ""]], [["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "ones_like.so", "compute_cost": 10, "kernel_name": "ones_like", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "formatAgnostic"}
@@ -332,7 +339,7 @@
 {"op_name": "IOU", "inputs": [{"index": 0, "name": "bboxes", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "gtboxes", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "overlap", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "mode", "param_type": "required", "type": "str", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "iou.so", "compute_cost": 10, "kernel_name": "iou", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "Argmax", "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": "int", "value": "all"}, {"name": "output_dtype", "param_type": "optional", "type": "type", "value": "all"}], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "arg_max_d.so", "compute_cost": 10, "kernel_name": "arg_max_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "NMSWithMask", "inputs": [{"index": 0, "name": "box_scores", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "selected_boxes", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 0, "name": "selected_idx", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 0, "name": "selected_mask", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "iou_threshold", "param_type": "optional", "type": "float", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "nms_with_mask.so", "compute_cost": 10, "kernel_name": "nms_with_mask", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
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 {"op_name": "BNTrainingUpdateV2", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all", "reshape_type": "NC"}, {"index": 1, "name": "sum", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "square_sum", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "scale", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 4, "name": "offset", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all", "reshape_type": "NC"}, {"index": 1, "name": "batch_mean", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "batch_variance", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "epsilon", "param_type": "required", "type": "float", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", ""], ["float32", ""], ["float32", ""], ["float32", ""], ["float32", ""], ["float16", ""], ["float32", ""], ["float32", ""]], [["float32", ""], ["float32", ""], ["float32", ""], ["float32", ""], ["float32", ""], ["float32", ""], ["float32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "bn_training_update_v2.so", "compute_cost": 10, "kernel_name": "bn_training_update_v2", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "dynamicFormat"}
@@ -342,10 +349,11 @@
 {"op_name": "Unstack", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "dynamic", "shape": "all"}], "attr": [{"name": "num", "param_type": "optional", "type": "int", "value": "all"}, {"name": "axis", "param_type": "required", "type": "int", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["", ""], ["", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "unpack.so", "compute_cost": 10, "kernel_name": "unpack", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "dynamicFormat"}
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 {"op_name": "Sin", "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": "sin.so", "compute_cost": 10, "kernel_name": "sin", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "formatAgnostic"}
 {"op_name": "Cos", "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": "cos.so", "compute_cost": 10, "kernel_name": "cos", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": 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_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "formatAgnostic"}
@@ -408,9 +416,9 @@
 {"op_name": "DataFormatDimMap", "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": "dst_format", "param_type": "optional", "type": "str", "value": "all"}, {"name": "src_format", "param_type": "optional", "type": "str", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "NC1HWC0"], ["int32", "NC1HWC0"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "data_format_dim_map.so", "compute_cost": 10, "kernel_name": "data_format_dim_map", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "HistogramFixedWidth", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "range", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "nbins", "param_type": "required", "type": "int", "value": "all"}, {"name": "dtype", "param_type": "optional", "type": "str", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["int32", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "histogram_fixed_width_d.so", "compute_cost": 10, "kernel_name": "histogram_fixed_width_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "TensorScatterUpdate", "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": 1, "name": "updates", "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", "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"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "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_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
-{"op_name": "InplaceUpdate", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "v", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "indices", "param_type": "required", "type": "listInt", "value": "all"}], "fusion_type": "INPLACE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "inplace_update_d.so", "compute_cost": 10, "kernel_name": "inplace_update_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": true, "op_pattern": ""}
+{"op_name": "InplaceUpdate", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "v", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "indices", "param_type": "required", "type": "listInt", "value": "all"}], "fusion_type": "INPLACE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "inplace_update_d.so", "compute_cost": 10, "kernel_name": "inplace_update_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "SplitV", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "dynamic", "shape": "all"}], "attr": [{"name": "size_splits", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "split_dim", "param_type": "required", "type": "int", "value": "all"}, {"name": "num_split", "param_type": "required", "type": "int", "value": "all"}], "fusion_type": "ELEMWISE", "dtype_format": [[["", ""], ["", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "split_v_d.so", "compute_cost": 10, "kernel_name": "split_v_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "dynamicFormat"}
-{"op_name": "InTopK", "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": "k", "param_type": "required", "type": "int", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "in_top_k.so", "compute_cost": 10, "kernel_name": "in_top_k", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": true, "op_pattern": ""}
+{"op_name": "InTopK", "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": "k", "param_type": "required", "type": "int", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "in_top_k.so", "compute_cost": 10, "kernel_name": "in_top_k", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "LinSpace", "inputs": [{"index": 0, "name": "assist", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "start", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "stop", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "num", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "output", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["float32", ""], ["float32", ""], ["float32", ""], ["int32", ""], ["float32", ""]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "lin_space.so", "compute_cost": 10, "kernel_name": "lin_space_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "broadcast"}
 {"op_name": "MatrixDiag", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "assist", "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", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "NC1HWC0"], ["int32", "NC1HWC0"], ["int32", "NC1HWC0"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int8", "NC1HWC0"], ["int8", "NC1HWC0"], ["int8", "NC1HWC0"]], [["int8", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "NC1HWC0"], ["uint8", "NC1HWC0"], ["uint8", "NC1HWC0"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "matrix_diag_d.so", "compute_cost": 10, "kernel_name": "matrix_diag_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "MatrixDiagPart", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "assist", "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", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "NC1HWC0"], ["float32", "NC1HWC0"], ["float32", "NC1HWC0"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "NC1HWC0"], ["int32", "NC1HWC0"], ["int32", "NC1HWC0"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int8", "NC1HWC0"], ["int8", "NC1HWC0"], ["int8", "NC1HWC0"]], [["int8", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["uint8", "NC1HWC0"], ["uint8", "NC1HWC0"], ["uint8", "NC1HWC0"]], [["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "matrix_diag_part_d.so", "compute_cost": 10, "kernel_name": "matrix_diag_part_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
@@ -440,11 +448,15 @@
 {"op_name": "FakeQuantWithMinMaxVarsGradient", "inputs": [{"index": 0, "name": "gradients", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "min", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "max", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "backprops_wrt_x", "need_compile": true, "param_type": "required", "shape": "all"}, {"index": 1, "name": "backprops_wrt_min", "need_compile": true, "param_type": "required", "shape": "all"}, {"index": 2, "name": "backprops_wrt_max", "need_compile": true, "param_type": "required", "shape": "all"}], "attr": [{"name": "num_bits", "param_type": "optional", "type": "int", "value": "all"}, {"name": "narrow_range", "param_type": "optional", "type": "bool", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "fake_quant_with_min_max_vars_gradient.so", "compute_cost": 10, "kernel_name": "fake_quant_with_min_max_vars_gradient", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "FakeQuantWithMinMaxVarsPerChannel", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "min", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "max", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": true, "param_type": "required", "shape": "all"}], "attr": [{"name": "num_bits", "param_type": "optional", "type": "int", "value": "all"}, {"name": "narrow_range", "param_type": "optional", "type": "bool", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "fake_quant_with_min_max_vars_per_channel.so", "compute_cost": 10, "kernel_name": "fake_quant_with_min_max_vars_per_channel", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "FakeQuantWithMinMaxVarsPerChannelGradient", "inputs": [{"index": 0, "name": "gradients", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "min", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "max", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "backprops_wrt_x", "need_compile": true, "param_type": "required", "shape": "all"}, {"index": 1, "name": "backprops_wrt_min", "need_compile": true, "param_type": "required", "shape": "all"}, {"index": 2, "name": "backprops_wrt_max", "need_compile": true, "param_type": "required", "shape": "all"}], "attr": [{"name": "num_bits", "param_type": "optional", "type": "int", "value": "all"}, {"name": "narrow_range", "param_type": "optional", "type": "bool", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "fake_quant_with_min_max_vars_per_channel_gradient.so", "compute_cost": 10, "kernel_name": "fake_quant_with_min_max_vars_per_channel_gradient", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
-{"op_name": "Conv3D", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "filter", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "bias", "need_compile": false, "param_type": "optional", "shape": "all"}, {"index": 3, "name": "offset_w", "need_compile": false, "param_type": "optional", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": true, "param_type": "required", "shape": "all"}], "attr": [{"name": "strides", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "pad_list", "param_type": "required", "type": "listInt", "value": "all"}, {"name": "dilations", "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"}, {"name": "offset_x", "param_type": "optional", "type": "int", "value": "all"}], "fusion_type": "CONVLUTION", "dtype_format": [[["float16", "NDC1HWC0"], ["float16", "FRACTAL_Z_3D"], ["float16", "DefaultFormat"], ["int8", "DefaultFormat"], ["float16", "NDC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "conv3d.so", "compute_cost": 10, "kernel_name": "conv3d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
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 {"op_name": "Conv3DBackpropInput", "inputs": [{"index": 0, "name": "filter", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "out_backprop", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": true, "param_type": "required", "shape": "all"}], "attr": [{"name": "input_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": "dilations", "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": "CONVLUTION", "dtype_format": [[["float16", "FRACTAL_Z_3D"], ["float16", "NDC1HWC0"], ["float16", "NDC1HWC0"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "conv3d_backprop_input_d.so", "compute_cost": 10, "kernel_name": "conv3d_backprop_input_d", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
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 {"op_name": "LambApplyWeightAssign", "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"}, {"index": 3, "name": "input3", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 4, "name": "input_param", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "input_param", "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"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "lamb_apply_weight_assign.so", "compute_cost": 10, "kernel_name": "lamb_apply_weight_assign", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "NLLLoss", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "target", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "weight", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "y", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "total_weight", "need_compile": false, "param_type": "optional", "shape": "all"}], "attr": [{"name": "reduction", "param_type": "optional", "type": "str", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "nll_loss.so", "compute_cost": 10, "kernel_name": "nll_loss", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
 {"op_name": "NLLLossGrad", "inputs": [{"index": 0, "name": "x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "y_grad", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "target", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "weight", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 4, "name": "total_weight", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "x_grad", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [{"name": "reduction", "param_type": "optional", "type": "str", "value": "all"}], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "nll_loss_grad.so", "compute_cost": 10, "kernel_name": "nll_loss_grad", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
+{"op_name": "Mish", "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": "mish.so", "compute_cost": 10, "kernel_name": "mish", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "formatAgnostic"}
+{"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_format": false, "dynamic_shape": false, "need_check_supported": 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_format": false, "dynamic_shape": false, "need_check_supported": 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"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "centralization.so", "compute_cost": 10, "kernel_name": "centralization", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": "reduce"}