LearnTF/tests/model.ckpt.meda.json

meta_info_def {
  stripped_op_list {
    op {
      name: "Add"
      input_arg {
        name: "x"
        type_attr: "T"
      }
      input_arg {
        name: "y"
        type_attr: "T"
      }
      output_arg {
        name: "z"
        type_attr: "T"
      }
      attr {
        name: "T"
        type: "type"
        allowed_values {
          list {
            type: DT_BFLOAT16
            type: DT_HALF
            type: DT_FLOAT
            type: DT_DOUBLE
            type: DT_UINT8
            type: DT_INT8
            type: DT_INT16
            type: DT_INT32
            type: DT_INT64
            type: DT_COMPLEX64
            type: DT_COMPLEX128
            type: DT_STRING
          }
        }
      }
    }
    op {
      name: "Assign"
      input_arg {
        name: "ref"
        type_attr: "T"
        is_ref: true
      }
      input_arg {
        name: "value"
        type_attr: "T"
      }
      output_arg {
        name: "output_ref"
        type_attr: "T"
        is_ref: true
      }
      attr {
        name: "T"
        type: "type"
      }
      attr {
        name: "validate_shape"
        type: "bool"
        default_value {
          b: true
        }
      }
      attr {
        name: "use_locking"
        type: "bool"
        default_value {
          b: true
        }
      }
      allows_uninitialized_input: true
    }
    op {
      name: "Const"
      output_arg {
        name: "output"
        type_attr: "dtype"
      }
      attr {
        name: "value"
        type: "tensor"
      }
      attr {
        name: "dtype"
        type: "type"
      }
    }
    op {
      name: "Identity"
      input_arg {
        name: "input"
        type_attr: "T"
      }
      output_arg {
        name: "output"
        type_attr: "T"
      }
      attr {
        name: "T"
        type: "type"
      }
    }
    op {
      name: "MatMul"
      input_arg {
        name: "a"
        type_attr: "T"
      }
      input_arg {
        name: "b"
        type_attr: "T"
      }
      output_arg {
        name: "product"
        type_attr: "T"
      }
      attr {
        name: "transpose_a"
        type: "bool"
        default_value {
          b: false
        }
      }
      attr {
        name: "transpose_b"
        type: "bool"
        default_value {
          b: false
        }
      }
      attr {
        name: "T"
        type: "type"
        allowed_values {
          list {
            type: DT_BFLOAT16
            type: DT_HALF
            type: DT_FLOAT
            type: DT_DOUBLE
            type: DT_INT32
            type: DT_COMPLEX64
            type: DT_COMPLEX128
          }
        }
      }
    }
    op {
      name: "Mul"
      input_arg {
        name: "x"
        type_attr: "T"
      }
      input_arg {
        name: "y"
        type_attr: "T"
      }
      output_arg {
        name: "z"
        type_attr: "T"
      }
      attr {
        name: "T"
        type: "type"
        allowed_values {
          list {
            type: DT_BFLOAT16
            type: DT_HALF
            type: DT_FLOAT
            type: DT_DOUBLE
            type: DT_UINT8
            type: DT_INT8
            type: DT_UINT16
            type: DT_INT16
            type: DT_INT32
            type: DT_INT64
            type: DT_COMPLEX64
            type: DT_COMPLEX128
          }
        }
      }
      is_commutative: true
    }
    op {
      name: "NoOp"
    }
    op {
      name: "Placeholder"
      output_arg {
        name: "output"
        type_attr: "dtype"
      }
      attr {
        name: "dtype"
        type: "type"
      }
      attr {
        name: "shape"
        type: "shape"
        default_value {
          shape {
            unknown_rank: true
          }
        }
      }
    }
    op {
      name: "RandomStandardNormal"
      input_arg {
        name: "shape"
        type_attr: "T"
      }
      output_arg {
        name: "output"
        type_attr: "dtype"
      }
      attr {
        name: "seed"
        type: "int"
        default_value {
          i: 0
        }
      }
      attr {
        name: "seed2"
        type: "int"
        default_value {
          i: 0
        }
      }
      attr {
        name: "dtype"
        type: "type"
        allowed_values {
          list {
            type: DT_HALF
            type: DT_BFLOAT16
            type: DT_FLOAT
            type: DT_DOUBLE
          }
        }
      }
      attr {
        name: "T"
        type: "type"
        allowed_values {
          list {
            type: DT_INT32
            type: DT_INT64
          }
        }
      }
      is_stateful: true
    }
    op {
      name: "RestoreV2"
      input_arg {
        name: "prefix"
        type: DT_STRING
      }
      input_arg {
        name: "tensor_names"
        type: DT_STRING
      }
      input_arg {
        name: "shape_and_slices"
        type: DT_STRING
      }
      output_arg {
        name: "tensors"
        type_list_attr: "dtypes"
      }
      attr {
        name: "dtypes"
        type: "list(type)"
        has_minimum: true
        minimum: 1
      }
      is_stateful: true
    }
    op {
      name: "SaveV2"
      input_arg {
        name: "prefix"
        type: DT_STRING
      }
      input_arg {
        name: "tensor_names"
        type: DT_STRING
      }
      input_arg {
        name: "shape_and_slices"
        type: DT_STRING
      }
      input_arg {
        name: "tensors"
        type_list_attr: "dtypes"
      }
      attr {
        name: "dtypes"
        type: "list(type)"
        has_minimum: true
        minimum: 1
      }
      is_stateful: true
    }
    op {
      name: "VariableV2"
      output_arg {
        name: "ref"
        type_attr: "dtype"
        is_ref: true
      }
      attr {
        name: "shape"
        type: "shape"
      }
      attr {
        name: "dtype"
        type: "type"
      }
      attr {
        name: "container"
        type: "string"
        default_value {
          s: ""
        }
      }
      attr {
        name: "shared_name"
        type: "string"
        default_value {
          s: ""
        }
      }
      is_stateful: true
    }
  }
  tensorflow_version: "1.8.0"
  tensorflow_git_version: "v1.8.0-0-g93bc2e2072"
}
graph_def {
  node {
    name: "random_normal/shape"
    op: "Const"
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 2
            }
          }
        }
      }
    }
    attr {
      key: "dtype"
      value {
        type: DT_INT32
      }
    }
    attr {
      key: "value"
      value {
        tensor {
          dtype: DT_INT32
          tensor_shape {
            dim {
              size: 2
            }
          }
          tensor_content: "\002\000\000\000\003\000\000\000"
        }
      }
    }
  }
  node {
    name: "random_normal/mean"
    op: "Const"
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
          }
        }
      }
    }
    attr {
      key: "dtype"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "value"
      value {
        tensor {
          dtype: DT_FLOAT
          tensor_shape {
          }
          float_val: 0.0
        }
      }
    }
  }
  node {
    name: "random_normal/stddev"
    op: "Const"
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
          }
        }
      }
    }
    attr {
      key: "dtype"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "value"
      value {
        tensor {
          dtype: DT_FLOAT
          tensor_shape {
          }
          float_val: 1.0
        }
      }
    }
  }
  node {
    name: "random_normal/RandomStandardNormal"
    op: "RandomStandardNormal"
    input: "random_normal/shape"
    attr {
      key: "T"
      value {
        type: DT_INT32
      }
    }
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 2
            }
            dim {
              size: 3
            }
          }
        }
      }
    }
    attr {
      key: "dtype"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "seed"
      value {
        i: 87654321
      }
    }
    attr {
      key: "seed2"
      value {
        i: 1
      }
    }
  }
  node {
    name: "random_normal/mul"
    op: "Mul"
    input: "random_normal/RandomStandardNormal"
    input: "random_normal/stddev"
    attr {
      key: "T"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 2
            }
            dim {
              size: 3
            }
          }
        }
      }
    }
  }
  node {
    name: "random_normal"
    op: "Add"
    input: "random_normal/mul"
    input: "random_normal/mean"
    attr {
      key: "T"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 2
            }
            dim {
              size: 3
            }
          }
        }
      }
    }
  }
  node {
    name: "Variable"
    op: "VariableV2"
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 2
            }
            dim {
              size: 3
            }
          }
        }
      }
    }
    attr {
      key: "container"
      value {
        s: ""
      }
    }
    attr {
      key: "dtype"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "shape"
      value {
        shape {
          dim {
            size: 2
          }
          dim {
            size: 3
          }
        }
      }
    }
    attr {
      key: "shared_name"
      value {
        s: ""
      }
    }
  }
  node {
    name: "Variable/Assign"
    op: "Assign"
    input: "Variable"
    input: "random_normal"
    attr {
      key: "T"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "_class"
      value {
        list {
          s: "loc:@Variable"
        }
      }
    }
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 2
            }
            dim {
              size: 3
            }
          }
        }
      }
    }
    attr {
      key: "use_locking"
      value {
        b: true
      }
    }
    attr {
      key: "validate_shape"
      value {
        b: true
      }
    }
  }
  node {
    name: "Variable/read"
    op: "Identity"
    input: "Variable"
    attr {
      key: "T"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "_class"
      value {
        list {
          s: "loc:@Variable"
        }
      }
    }
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 2
            }
            dim {
              size: 3
            }
          }
        }
      }
    }
  }
  node {
    name: "random_normal_1/shape"
    op: "Const"
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 2
            }
          }
        }
      }
    }
    attr {
      key: "dtype"
      value {
        type: DT_INT32
      }
    }
    attr {
      key: "value"
      value {
        tensor {
          dtype: DT_INT32
          tensor_shape {
            dim {
              size: 2
            }
          }
          tensor_content: "\003\000\000\000\001\000\000\000"
        }
      }
    }
  }
  node {
    name: "random_normal_1/mean"
    op: "Const"
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
          }
        }
      }
    }
    attr {
      key: "dtype"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "value"
      value {
        tensor {
          dtype: DT_FLOAT
          tensor_shape {
          }
          float_val: 0.0
        }
      }
    }
  }
  node {
    name: "random_normal_1/stddev"
    op: "Const"
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
          }
        }
      }
    }
    attr {
      key: "dtype"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "value"
      value {
        tensor {
          dtype: DT_FLOAT
          tensor_shape {
          }
          float_val: 1.0
        }
      }
    }
  }
  node {
    name: "random_normal_1/RandomStandardNormal"
    op: "RandomStandardNormal"
    input: "random_normal_1/shape"
    attr {
      key: "T"
      value {
        type: DT_INT32
      }
    }
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 3
            }
            dim {
              size: 1
            }
          }
        }
      }
    }
    attr {
      key: "dtype"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "seed"
      value {
        i: 87654321
      }
    }
    attr {
      key: "seed2"
      value {
        i: 1
      }
    }
  }
  node {
    name: "random_normal_1/mul"
    op: "Mul"
    input: "random_normal_1/RandomStandardNormal"
    input: "random_normal_1/stddev"
    attr {
      key: "T"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 3
            }
            dim {
              size: 1
            }
          }
        }
      }
    }
  }
  node {
    name: "random_normal_1"
    op: "Add"
    input: "random_normal_1/mul"
    input: "random_normal_1/mean"
    attr {
      key: "T"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 3
            }
            dim {
              size: 1
            }
          }
        }
      }
    }
  }
  node {
    name: "Variable_1"
    op: "VariableV2"
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 3
            }
            dim {
              size: 1
            }
          }
        }
      }
    }
    attr {
      key: "container"
      value {
        s: ""
      }
    }
    attr {
      key: "dtype"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "shape"
      value {
        shape {
          dim {
            size: 3
          }
          dim {
            size: 1
          }
        }
      }
    }
    attr {
      key: "shared_name"
      value {
        s: ""
      }
    }
  }
  node {
    name: "Variable_1/Assign"
    op: "Assign"
    input: "Variable_1"
    input: "random_normal_1"
    attr {
      key: "T"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "_class"
      value {
        list {
          s: "loc:@Variable_1"
        }
      }
    }
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 3
            }
            dim {
              size: 1
            }
          }
        }
      }
    }
    attr {
      key: "use_locking"
      value {
        b: true
      }
    }
    attr {
      key: "validate_shape"
      value {
        b: true
      }
    }
  }
  node {
    name: "Variable_1/read"
    op: "Identity"
    input: "Variable_1"
    attr {
      key: "T"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "_class"
      value {
        list {
          s: "loc:@Variable_1"
        }
      }
    }
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 3
            }
            dim {
              size: 1
            }
          }
        }
      }
    }
  }
  node {
    name: "input"
    op: "Placeholder"
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 3
            }
            dim {
              size: 2
            }
          }
        }
      }
    }
    attr {
      key: "dtype"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "shape"
      value {
        shape {
          dim {
            size: 3
          }
          dim {
            size: 2
          }
        }
      }
    }
  }
  node {
    name: "MatMul"
    op: "MatMul"
    input: "input"
    input: "Variable/read"
    attr {
      key: "T"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 3
            }
            dim {
              size: 3
            }
          }
        }
      }
    }
    attr {
      key: "transpose_a"
      value {
        b: false
      }
    }
    attr {
      key: "transpose_b"
      value {
        b: false
      }
    }
  }
  node {
    name: "MatMul_1"
    op: "MatMul"
    input: "MatMul"
    input: "Variable_1/read"
    attr {
      key: "T"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 3
            }
            dim {
              size: 1
            }
          }
        }
      }
    }
    attr {
      key: "transpose_a"
      value {
        b: false
      }
    }
    attr {
      key: "transpose_b"
      value {
        b: false
      }
    }
  }
  node {
    name: "init"
    op: "NoOp"
    input: "^Variable/Assign"
    input: "^Variable_1/Assign"
  }
  node {
    name: "save/Const"
    op: "Const"
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
          }
        }
      }
    }
    attr {
      key: "dtype"
      value {
        type: DT_STRING
      }
    }
    attr {
      key: "value"
      value {
        tensor {
          dtype: DT_STRING
          tensor_shape {
          }
          string_val: "model"
        }
      }
    }
  }
  node {
    name: "save/SaveV2/tensor_names"
    op: "Const"
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 2
            }
          }
        }
      }
    }
    attr {
      key: "dtype"
      value {
        type: DT_STRING
      }
    }
    attr {
      key: "value"
      value {
        tensor {
          dtype: DT_STRING
          tensor_shape {
            dim {
              size: 2
            }
          }
          string_val: "Variable"
          string_val: "Variable_1"
        }
      }
    }
  }
  node {
    name: "save/SaveV2/shape_and_slices"
    op: "Const"
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 2
            }
          }
        }
      }
    }
    attr {
      key: "dtype"
      value {
        type: DT_STRING
      }
    }
    attr {
      key: "value"
      value {
        tensor {
          dtype: DT_STRING
          tensor_shape {
            dim {
              size: 2
            }
          }
          string_val: ""
          string_val: ""
        }
      }
    }
  }
  node {
    name: "save/SaveV2"
    op: "SaveV2"
    input: "save/Const"
    input: "save/SaveV2/tensor_names"
    input: "save/SaveV2/shape_and_slices"
    input: "Variable"
    input: "Variable_1"
    attr {
      key: "dtypes"
      value {
        list {
          type: DT_FLOAT
          type: DT_FLOAT
        }
      }
    }
  }
  node {
    name: "save/control_dependency"
    op: "Identity"
    input: "save/Const"
    input: "^save/SaveV2"
    attr {
      key: "T"
      value {
        type: DT_STRING
      }
    }
    attr {
      key: "_class"
      value {
        list {
          s: "loc:@save/Const"
        }
      }
    }
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
          }
        }
      }
    }
  }
  node {
    name: "save/RestoreV2/tensor_names"
    op: "Const"
    device: "/device:CPU:0"
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 2
            }
          }
        }
      }
    }
    attr {
      key: "dtype"
      value {
        type: DT_STRING
      }
    }
    attr {
      key: "value"
      value {
        tensor {
          dtype: DT_STRING
          tensor_shape {
            dim {
              size: 2
            }
          }
          string_val: "Variable"
          string_val: "Variable_1"
        }
      }
    }
  }
  node {
    name: "save/RestoreV2/shape_and_slices"
    op: "Const"
    device: "/device:CPU:0"
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 2
            }
          }
        }
      }
    }
    attr {
      key: "dtype"
      value {
        type: DT_STRING
      }
    }
    attr {
      key: "value"
      value {
        tensor {
          dtype: DT_STRING
          tensor_shape {
            dim {
              size: 2
            }
          }
          string_val: ""
          string_val: ""
        }
      }
    }
  }
  node {
    name: "save/RestoreV2"
    op: "RestoreV2"
    input: "save/Const"
    input: "save/RestoreV2/tensor_names"
    input: "save/RestoreV2/shape_and_slices"
    device: "/device:CPU:0"
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            unknown_rank: true
          }
          shape {
            unknown_rank: true
          }
        }
      }
    }
    attr {
      key: "dtypes"
      value {
        list {
          type: DT_FLOAT
          type: DT_FLOAT
        }
      }
    }
  }
  node {
    name: "save/Assign"
    op: "Assign"
    input: "Variable"
    input: "save/RestoreV2"
    attr {
      key: "T"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "_class"
      value {
        list {
          s: "loc:@Variable"
        }
      }
    }
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 2
            }
            dim {
              size: 3
            }
          }
        }
      }
    }
    attr {
      key: "use_locking"
      value {
        b: true
      }
    }
    attr {
      key: "validate_shape"
      value {
        b: true
      }
    }
  }
  node {
    name: "save/Assign_1"
    op: "Assign"
    input: "Variable_1"
    input: "save/RestoreV2:1"
    attr {
      key: "T"
      value {
        type: DT_FLOAT
      }
    }
    attr {
      key: "_class"
      value {
        list {
          s: "loc:@Variable_1"
        }
      }
    }
    attr {
      key: "_output_shapes"
      value {
        list {
          shape {
            dim {
              size: 3
            }
            dim {
              size: 1
            }
          }
        }
      }
    }
    attr {
      key: "use_locking"
      value {
        b: true
      }
    }
    attr {
      key: "validate_shape"
      value {
        b: true
      }
    }
  }
  node {
    name: "save/restore_all"
    op: "NoOp"
    input: "^save/Assign"
    input: "^save/Assign_1"
  }
  versions {
    producer: 26
  }
}
saver_def {
  filename_tensor_name: "save/Const:0"
  save_tensor_name: "save/control_dependency:0"
  restore_op_name: "save/restore_all"
  max_to_keep: 5
  keep_checkpoint_every_n_hours: 10000.0
  version: V2
}
collection_def {
  key: "trainable_variables"
  value {
    bytes_list {
      value: "\n\nVariable:0\022\017Variable/Assign\032\017Variable/read:02\017random_normal:0"
      value: "\n\014Variable_1:0\022\021Variable_1/Assign\032\021Variable_1/read:02\021random_normal_1:0"
    }
  }
}
collection_def {
  key: "variables"
  value {
    bytes_list {
      value: "\n\nVariable:0\022\017Variable/Assign\032\017Variable/read:02\017random_normal:0"
      value: "\n\014Variable_1:0\022\021Variable_1/Assign\032\021Variable_1/read:02\021random_normal_1:0"
    }
  }
}