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mindspore/config/op_info.config

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{"op_name": "Unique", "inputs": [{"index": 0, "name": "x", "param_type": "required"}], "outputs": [{"index": 0, "name": "y", "param_type": "required"}, {"index": 1, "name": "idx", "param_type": "required"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]]], "imply_type": "AiCPU"}
{"op_name": "NoRepeatNGram", "inputs": [{"index": 0, "name": "state_seq", "param_type": "required"}, {"index": 1, "name": "log_probs", "param_type": "required"}], "outputs": [{"index": 0, "name": "out", "param_type": "required"}], "attr": [{"name": "ngram_size", "type": "int"}], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["float64", "DefaultFormat"], ["float64", "DefaultFormat"]]], "imply_type": "AiCPU"}
{"op_name": "InitData", "inputs": [], "outputs": [], "attr": [{"name": "queue_name", "type": "str"}], "fusion_type": "OPAQUE", "dtype_format": [], "imply_type": "AiCPU"}
{"op_name": "EmbeddingLookup", "inputs": [{"index": 0, "name": "params", "param_type": "required"}, {"index": 1, "name": "indices", "param_type": "required"}, {"index": 2, "name": "offset", "param_type": "required"}], "outputs": [{"index": 0, "name": "output", "param_type": "required"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["int8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float64", "DefaultFormat"]], [["bool", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["float64", "DefaultFormat"]], [["bool", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["float64", "DefaultFormat"]], [["bool", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "AiCPU"}
{"op_name": "Padding", "inputs": [{"index": 0, "name": "x", "param_type": "required"}], "outputs": [{"index": 0, "name": "y", "param_type": "required"}], "attr": [{"name": "pad_dim_size", "type": "int"}], "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": "GatherD", "inputs": [{"index": 0, "name": "input", "param_type": "required"}, {"index": 1, "name": "dim", "param_type": "required"}, {"index": 2, "name": "index", "param_type": "required"}], "outputs": [{"index": 0, "name": "output", "param_type": "required"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["int8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float64", "DefaultFormat"]], [["bool", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["float64", "DefaultFormat"]], [["bool", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "AiCPU"}
{"op_name": "GatherDGrad", "inputs": [{"index": 0, "name": "index", "param_type": "required"}, {"index": 1, "name": "src", "param_type": "required"}], "outputs": [{"index": 0, "name": "output", "param_type": "required"}], "attr": [{"name": "dim", "type": "int"}], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["int32", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["int32", "DefaultFormat"], ["uint16", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["uint32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["uint64", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["int32", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["float64", "DefaultFormat"], ["float64", "DefaultFormat"]], [["int32", "DefaultFormat"], ["bool", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["int64", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["int64", "DefaultFormat"], ["uint16", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["int64", "DefaultFormat"], ["uint32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["uint64", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["int64", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["int64", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["float64", "DefaultFormat"], ["float64", "DefaultFormat"]], [["int64", "DefaultFormat"], ["bool", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "AiCPU"}
{"op_name": "Scatter", "inputs": [{"index": 0, "name": "target", "param_type": "required"}, {"index": 1, "name": "dim", "param_type": "required"}, {"index": 2, "name": "index", "param_type": "required"}, {"index": 3, "name": "src", "param_type": "required"}], "outputs": [{"index": 0, "name": "output", "param_type": "required"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["int8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint16", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint64", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float64", "DefaultFormat"], ["float64", "DefaultFormat"]], [["bool", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int8", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int16", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint16", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint64", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["float64", "DefaultFormat"], ["float64", "DefaultFormat"]], [["bool", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["bool", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "AiCPU"}
{"op_name": "Identity", "inputs": [{"index": 0, "name": "x", "param_type": "required"}], "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"]], [["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": "EditDistance", "inputs": [{"index": 0, "name": "hypothesis_indices", "param_type": "required"}, {"index": 1, "name": "hypothesis_values", "param_type": "required"}, {"index": 2, "name": "hypothesis_shape", "param_type": "required"}, {"index": 3, "name": "truth_indices", "param_type": "required"}, {"index": 4, "name": "truth_values", "param_type": "required"}, {"index": 5, "name": "truth_shape", "param_type": "required"}], "outputs": [{"index": 0, "name": "y", "param_type": "required"}], "attr": [{"name": "normalize", "type": "bool"}], "fusion_type": "OPAQUE", "dtype_format": [[["int64", "DefaultFormat"], ["int8", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int8", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int16", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int16", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["uint8", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint8", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["uint16", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint16", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["uint32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint32", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["uint64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint64", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["float16", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["float16", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["float32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["float64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["float64", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "AiCPU"}
{"op_name": "UniqueWithPad", "inputs": [{"index": 0, "name": "x", "param_type": "required"}, {"index": 1, "name": "pad_num", "param_type": "required"}], "outputs": [{"index": 0, "name": "y", "param_type": "required"}, {"index": 1, "name": "idx", "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": "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": "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"}
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{"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"}
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{"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"}
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{"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"}
{"op_name": "StandardLaplace", "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"}
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{"op_name": "LambApplyOptimizerAssign", "inputs": [{"index": 0, "name": "grad", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 1, "name": "inputv", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 2, "name": "inputm", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 3, "name": "input3", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 4, "name": "mul0_x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 5, "name": "mul1_x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 6, "name": "mul2_x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 7, "name": "mul3_x", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 8, "name": "add2_y", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 9, "name": "steps", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 10, "name": "do_use_weight", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 11, "name": "weight_decay_rate", "need_compile": false, "param_type": "required", "shape": "all"}], "outputs": [{"index": 0, "name": "output0", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 0, "name": "inputv", "need_compile": false, "param_type": "required", "shape": "all"}, {"index": 0, "name": "inputm", "need_compile": false, "param_type": "required", "shape": "all"}], "attr": [], "fusion_type": "ELEMWISE", "dtype_format": [[["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]]], "imply_type": "TBE", "async_flag": false, "binfile_name": "lamb_apply_optimizer_assign.so", "compute_cost": 10, "kernel_name": "lamb_apply_optimizer_assign", "partial_flag": true, "reshape_type": "", "dynamic_format": false, "dynamic_shape": false, "need_check_supported": false, "op_pattern": ""}
{"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": ""}
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