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mindspore/config/op_info.config

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reg op info from local config file
2020-07-09 17:19:06 +08:00
{"op_name": "InitData", "inputs": [], "outputs": [], "attr": [{"name": "queue_name", "type": "str"}], "fusion_type": "OPAQUE", "dtype_format": [], "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", "NCHW"], ["float16", "NCHW"], ["uint8", "NCHW"]]], "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": "intput", "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"}
{"op_name": "IsFinite", "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"], ["bool", "DefaultFormat"]], [["int16", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int64", "DefaultFormat"], ["bool", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["bool", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["bool", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["bool", "DefaultFormat"]], [["float16", "DefaultFormat"], ["bool", "DefaultFormat"]], [["float32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["float64", "DefaultFormat"], ["bool", "DefaultFormat"]], [["bool", "NCHW"], ["bool", "NCHW"]], [["int8", "NCHW"], ["bool", "NCHW"]], [["int16", "NCHW"], ["bool", "NCHW"]], [["int32", "NCHW"], ["bool", "NCHW"]], [["int64", "NCHW"], ["bool", "NCHW"]], [["uint8", "NCHW"], ["bool", "NCHW"]], [["uint16", "NCHW"], ["bool", "NCHW"]], [["uint32", "NCHW"], ["bool", "NCHW"]], [["uint64", "NCHW"], ["bool", "NCHW"]], [["float16", "NCHW"], ["bool", "NCHW"]], [["float32", "NCHW"], ["bool", "NCHW"]], [["float64", "NCHW"], ["bool", "NCHW"]]], "imply_type": "AiCPU"}
{"op_name": "Reshape", "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"]], [["bool", "NCHW"], ["bool", "NCHW"]], [["int8", "NCHW"], ["int8", "NCHW"]], [["int16", "NCHW"], ["int16", "NCHW"]], [["int32", "NCHW"], ["int32", "NCHW"]], [["int64", "NCHW"], ["int64", "NCHW"]], [["uint8", "NCHW"], ["uint8", "NCHW"]], [["uint16", "NCHW"], ["uint16", "NCHW"]], [["uint32", "NCHW"], ["uint32", "NCHW"]], [["uint64", "NCHW"], ["uint64", "NCHW"]], [["float16", "NCHW"], ["float16", "NCHW"]], [["float32", "NCHW"], ["float32", "NCHW"]], [["float64", "NCHW"], ["float64", "NCHW"]]], "imply_type": "AiCPU"}
{"op_name": "Flatten", "inputs": [{"index": 0, "name": "x", "param_type": "required"}], "outputs": [{"index": 0, "name": "y", "param_type": "required"}], "attr": [], "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"]], [["int8", "NCHW"], ["int8", "NCHW"]], [["int16", "NCHW"], ["int16", "NCHW"]], [["int32", "NCHW"], ["int32", "NCHW"]], [["int64", "NCHW"], ["int64", "NCHW"]], [["uint8", "NCHW"], ["uint8", "NCHW"]], [["uint16", "NCHW"], ["uint16", "NCHW"]], [["uint32", "NCHW"], ["uint32", "NCHW"]], [["uint64", "NCHW"], ["uint64", "NCHW"]], [["float16", "NCHW"], ["float16", "NCHW"]], [["float32", "NCHW"], ["float32", "NCHW"]]], "imply_type": "AiCPU"}
{"op_name": "Squeeze", "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"]], [["bool", "NCHW"], ["bool", "NCHW"]], [["int8", "NCHW"], ["int8", "NCHW"]], [["int16", "NCHW"], ["int16", "NCHW"]], [["int32", "NCHW"], ["int32", "NCHW"]], [["int64", "NCHW"], ["int64", "NCHW"]], [["uint8", "NCHW"], ["uint8", "NCHW"]], [["uint16", "NCHW"], ["uint16", "NCHW"]], [["uint32", "NCHW"], ["uint32", "NCHW"]], [["uint64", "NCHW"], ["uint64", "NCHW"]], [["float16", "NCHW"], ["float16", "NCHW"]], [["float32", "NCHW"], ["float32", "NCHW"]], [["float64", "NCHW"], ["float64", "NCHW"]]], "imply_type": "AiCPU"}
{"op_name": "ExpandDims", "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"]], [["bool", "NCHW"], ["bool", "NCHW"]], [["int8", "NCHW"], ["int8", "NCHW"]], [["int16", "NCHW"], ["int16", "NCHW"]], [["int32", "NCHW"], ["int32", "NCHW"]], [["int64", "NCHW"], ["int64", "NCHW"]], [["uint8", "NCHW"], ["uint8", "NCHW"]], [["uint16", "NCHW"], ["uint16", "NCHW"]], [["uint32", "NCHW"], ["uint32", "NCHW"]], [["uint64", "NCHW"], ["uint64", "NCHW"]], [["float16", "NCHW"], ["float16", "NCHW"]], [["float32", "NCHW"], ["float32", "NCHW"]], [["float64", "NCHW"], ["float64", "NCHW"]]], "imply_type": "AiCPU"}
{"op_name": "RandomChoiceWithMask", "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": "count", "type": "int"}, {"name": "seed", "type": "int"}, {"name": "seed2", "type": "int"}], "fusion_type": "OPAQUE", "dtype_format": [[["bool", "NCHW"], ["int32", "NCHW"], ["bool", "NCHW"]], [["bool", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"]]], "imply_type": "AiCPU"}
{"op_name": "Pack", "inputs": [{"index": 0, "name": "x", "param_type": "dynamic"}], "outputs": [{"index": 0, "name": "y", "param_type": "required"}], "attr": [{"name": "axis", "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": "Normal", "inputs": [{"index": 0, "name": "shape", "param_type": "required"}, {"index": 1, "name": "mean", "param_type": "required"}, {"index": 2, "name": "stddev", "param_type": "required"}], "outputs": [{"index": 0, "name": "y", "param_type": "required"}], "attr": [{"name": "seed", "type": "int"}], "fusion_type": "OPAQUE", "dtype_format": [[["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "NCHW"], ["float32", "NCHW"], ["float32", "NCHW"], ["float32", "NCHW"]]], "imply_type": "AiCPU"}
{"op_name": "CTCLoss", "inputs": [{"index": 0, "name": "inputs", "param_type": "required"}, {"index": 1, "name": "labels_indices", "param_type": "required"}, {"index": 2, "name": "labels_values", "param_type": "required"}, {"index": 3, "name": "sequence_length", "param_type": "required"}], "outputs": [{"index": 0, "name": "loss", "param_type": "required"}, {"index": 1, "name": "gradient", "param_type": "required"}], "attr": [{"name": "preprocess_collapse_repeated", "type": "bool"}, {"name": "ctc_merge_repeated", "type": "bool"}, {"name": "ignore_longer_outputs_than_inputs", "type": "bool"}], "fusion_type": "OPAQUE", "dtype_format": [[["float32", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float64", "DefaultFormat"], ["float64", "DefaultFormat"]], [["float32", "NCHW"], ["int64", "NCHW"], ["int32", "NCHW"], ["int32", "NCHW"], ["float32", "NCHW"], ["float32", "NCHW"]], [["float64", "NCHW"], ["int64", "NCHW"], ["int32", "NCHW"], ["int32", "NCHW"], ["float64", "NCHW"], ["float64", "NCHW"]]], "imply_type": "AiCPU"}
{"op_name": "ReverseSequence", "inputs": [{"index": 0, "name": "x", "param_type": "required"}, {"index": 1, "name": "seq_lengths", "param_type": "required"}], "outputs": [{"index": 0, "name": "y", "param_type": "required"}], "attr": [{"name": "seq_dim", "type": "int"}, {"name": "batch_dim", "type": "int"}], "fusion_type": "OPAQUE", "dtype_format": [[["bool", "DefaultFormat"], ["int32", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int32", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int32", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int32", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["int32", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["int32", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["int32", "DefaultFormat"], ["float64", "DefaultFormat"]], [["bool", "NCHW"], ["int32", "NCHW"], ["bool", "NCHW"]], [["int8", "NCHW"], ["int32", "NCHW"], ["int8", "NCHW"]], [["int16", "NCHW"], ["int32", "NCHW"], ["int16", "NCHW"]], [["int32", "NCHW"], ["int32", "NCHW"], ["int32", "NCHW"]], [["int64", "NCHW"], ["int32", "NCHW"], ["int64", "NCHW"]], [["uint8", "NCHW"], ["int32", "NCHW"], ["uint8", "NCHW"]], [["uint16", "NCHW"], ["int32", "NCHW"], ["uint16", "NCHW"]], [["uint32", "NCHW"], ["int32", "NCHW"], ["uint32", "NCHW"]], [["uint64", "NCHW"], ["int32", "NCHW"], ["uint64", "NCHW"]], [["float16", "NCHW"], ["int32", "NCHW"], ["float16", "NCHW"]], [["float32", "NCHW"], ["int32", "NCHW"], ["float32", "NCHW"]], [["float64", "NCHW"], ["int32", "NCHW"], ["float64", "NCHW"]], [["bool", "DefaultFormat"], ["int64", "DefaultFormat"], ["bool", "DefaultFormat"]], [["int8", "DefaultFormat"], ["int64", "DefaultFormat"], ["int8", "DefaultFormat"]], [["int16", "DefaultFormat"], ["int64", "DefaultFormat"], ["int16", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["int64", "DefaultFormat"], ["int64", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint8", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint16", "DefaultFormat"]], [["uint32", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint32", "DefaultFormat"]], [["uint64", "DefaultFormat"], ["int64", "DefaultFormat"], ["uint64", "DefaultFormat"]], [["float16", "DefaultFormat"], ["int64", "DefaultFormat"], ["float16", "DefaultFormat"]], [["float32", "DefaultFormat"], ["int64", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["int64", "DefaultFormat"], ["float64", "DefaultFormat"]], [["bool", "NCHW"], ["int64", "NCHW"], ["bool", "NCHW"]], [["int8", "NCHW"], ["int64", "NCHW"], ["int8", "NCHW"]], [["int16", "NCHW"], ["int64", "NCHW"], ["int16", "NCHW"]], [["int32", "NCHW"], ["int64", "NCHW"], ["int32", "NCHW"]], [["int64", "NCHW"], ["int64", "NCHW"], ["int64", "NCHW"]], [["uint8", "NCHW"], ["int64", "NCHW"], ["uint8", "NCHW"]], [["uint16", "NCHW"], ["int64", "NCHW"], ["uint16", "NCHW"]], [["uint32", "NCHW"], ["int64", "NCHW"], ["uint32", "NCHW"]], [["uint64", "NCHW"], ["int64", "NCHW"], ["uint64", "NCHW"]], [["float16", "NCHW"], ["int64", "NCHW"], ["float16", "NCHW"]], [["float32", "NCHW"], ["int64", "NCHW"], ["float32", "NCHW"]], [["float64", "NCHW"], ["int64", "NCHW"], ["float64", "NCHW"]]], "imply_type": "AiCPU"}
{"op_name": "CropAndResize", "inputs": [{"index": 0, "name": "image", "param_type": "required"}, {"index": 1, "name": "boxes", "param_type": "required"}, {"index": 2, "name": "box_index", "param_type": "required"}, {"index": 3, "name": "crop_size", "param_type": "required"}], "outputs": [{"index": 0, "name": "y", "param_type": "required"}], "attr": [{"name": "method", "type": "str"}, {"name": "extrapolation_value", "type": "float"}], "fusion_type": "OPAQUE", "dtype_format": [[["int8", "DefaultFormat"], ["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int16", "DefaultFormat"], ["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int32", "DefaultFormat"], ["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int64", "DefaultFormat"], ["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float16", "DefaultFormat"], ["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float32", "DefaultFormat"], ["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["float64", "DefaultFormat"], ["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["uint8", "DefaultFormat"], ["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["uint16", "DefaultFormat"], ["float32", "DefaultFormat"], ["int32", "DefaultFormat"], ["int32", "DefaultFormat"], ["float32", "DefaultFormat"]], [["int8", "NHWC"], ["float32", "NHWC"], ["int32", "NHWC"], ["int32", "NHWC"], ["float32", "NHWC"]], [["int16", "NHWC"], ["float32", "NHWC"], ["int32", "NHWC"], ["int32", "NHWC"], ["float32", "NHWC"]], [["int32", "NHWC"], ["float32", "NHWC"], ["int32", "NHWC"], ["int32", "NHWC"], ["float32", "NHWC"]], [["int64", "NHWC"], ["float32", "NHWC"], ["int32", "NHWC"], ["int32", "NHWC"], ["float32", "NHWC"]], [["float16", "NHWC"], ["float32", "NHWC"], ["int32", "NHWC"], ["int32", "NHWC"], ["float32", "NHWC"]], [["float32", "NHWC"], ["float32", "NHWC"], ["int32", "NHWC"], ["int32", "NHWC"], ["float32", "NHWC"]], [["float64", "NHWC"], ["float32", "NHWC"], ["int32", "NHWC"], ["int32", "NHWC"], ["float32", "NHWC"]], [["uint8", "NHWC"], ["float32", "NHWC"], ["int32", "NHWC"], ["int32", "NHWC"], ["float32", "NHWC"]], [["uint16", "NHWC"], ["float32", "NHWC"], ["int32", "NHWC"], ["int32", "NHWC"], ["float32", "NHWC"]]], "imply_type": "AiCPU"}
{"op_name": "EndOfSequence", "inputs": [{"index": 0, "name": "x", "param_type": "required"}], "outputs": [{"index": 0, "name": "y", "param_type": "required"}], "attr": [], "fusion_type": "OPAQUE", "dtype_format": [[["uint8", "DefaultFormat"], ["uint8", "DefaultFormat"]]], "imply_type": "AiCPU"}
{"op_name": "Abs", "imply_type": "AutoDiff", "fusion_type": "ELEMWISE", "attr": [], "inputs": [{"index": 0, "dtype": ["float16", "float32", "float16", "float32", "float16", "float32"], "format": ["DefaultFormat", "DefaultFormat", "NC1HWC0", "NC1HWC0", "FRACTAL_NZ", "FRACTAL_NZ"], "name": "x"}], "outputs": [{"index": 0, "dtype": ["float16", "float32", "float16", "float32", "float16", "float32"], "format": ["DefaultFormat", "DefaultFormat", "NC1HWC0", "NC1HWC0", "FRACTAL_NZ", "FRACTAL_NZ"], "name": "output"}]}
{"op_name": "AddN", "imply_type": "AutoDiff", "fusion_type": "ELEMWISE", "attr": [], "inputs": [{"index": 0, "dtype": ["float16", "float32", "float16", "float32", "float16", "float32", "float16", "float32"], "format": ["DefaultFormat", "DefaultFormat", "NC1HWC0", "NC1HWC0", "FracZ", "FracZ", "FRACTAL_NZ", "FRACTAL_NZ"], "param_type": "dynamic", "name": "inputs"}], "outputs": [{"index": 0, "dtype": ["float16", "float32", "float16", "float32", "float16", "float32", "float16", "float32"], "format": ["DefaultFormat", "DefaultFormat", "NC1HWC0", "NC1HWC0", "FracZ", "FracZ", "FRACTAL_NZ", "FRACTAL_NZ"], "name": "output"}]}
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{"op_name": "SparseSoftmaxCrossEntropyWithLogits", "imply_type": "AutoDiff", "fusion_type": "OPAQUE", "attr": [{"name": "is_grad", "param_type": "optional", "type": "bool"}, {"name": "sens", "param_type": "optional", "type": "float"}], "inputs": [{"index": 0, "dtype": ["float32"], "format": ["DefaultFormat"], "name": "features"}, {"index": 1, "dtype": ["int32"], "format": ["DefaultFormat"], "name": "labels"}], "outputs": [{"index": 0, "dtype": ["float32"], "format": ["DefaultFormat"], "name": "output"}]}
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