/**
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* @license
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* Copyright 2019 Google LLC. All Rights Reserved.
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*
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* =============================================================================
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*/
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/// <amd-module name="@tensorflow/tfjs-converter/dist/data/compiled_api" />
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/** Properties of an Any. */
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export declare interface IAny {
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/** Any typeUrl */
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typeUrl?: (string | null);
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/** Any value */
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value?: (Uint8Array | null);
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}
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/** DataType enum. */
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export declare enum DataType {
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DT_INVALID = 0,
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DT_FLOAT = 1,
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DT_DOUBLE = 2,
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DT_INT32 = 3,
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DT_UINT8 = 4,
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DT_INT16 = 5,
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DT_INT8 = 6,
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DT_STRING = 7,
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DT_COMPLEX64 = 8,
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DT_INT64 = 9,
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DT_BOOL = 10,
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DT_QINT8 = 11,
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DT_QUINT8 = 12,
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DT_QINT32 = 13,
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DT_BFLOAT16 = 14,
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DT_QINT16 = 15,
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DT_QUINT16 = 16,
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DT_UINT16 = 17,
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DT_COMPLEX128 = 18,
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DT_HALF = 19,
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DT_RESOURCE = 20,
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DT_VARIANT = 21,
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DT_UINT32 = 22,
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DT_UINT64 = 23,
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DT_FLOAT_REF = 101,
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DT_DOUBLE_REF = 102,
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DT_INT32_REF = 103,
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DT_UINT8_REF = 104,
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DT_INT16_REF = 105,
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DT_INT8_REF = 106,
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DT_STRING_REF = 107,
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DT_COMPLEX64_REF = 108,
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DT_INT64_REF = 109,
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DT_BOOL_REF = 110,
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DT_QINT8_REF = 111,
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DT_QUINT8_REF = 112,
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DT_QINT32_REF = 113,
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DT_BFLOAT16_REF = 114,
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DT_QINT16_REF = 115,
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DT_QUINT16_REF = 116,
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DT_UINT16_REF = 117,
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DT_COMPLEX128_REF = 118,
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DT_HALF_REF = 119,
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DT_RESOURCE_REF = 120,
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DT_VARIANT_REF = 121,
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DT_UINT32_REF = 122,
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DT_UINT64_REF = 123
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}
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/** Properties of a TensorShape. */
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export declare interface ITensorShape {
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/** TensorShape dim */
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dim?: (TensorShape.IDim[] | null);
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/** TensorShape unknownRank */
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unknownRank?: (boolean | null);
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}
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export declare namespace TensorShape {
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/** Properties of a Dim. */
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interface IDim {
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/** Dim size */
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size?: (number | string | null);
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/** Dim name */
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name?: (string | null);
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}
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}
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/** Properties of a Tensor. */
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export declare interface ITensor {
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/** Tensor dtype */
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dtype?: (DataType | null);
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/** Tensor tensorShape */
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tensorShape?: (ITensorShape | null);
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/** Tensor versionNumber */
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versionNumber?: (number | null);
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/** Tensor tensorContent */
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tensorContent?: (Uint8Array | null);
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/** Tensor floatVal */
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floatVal?: (number[] | null);
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/** Tensor doubleVal */
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doubleVal?: (number[] | null);
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/** Tensor intVal */
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intVal?: (number[] | null);
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/** Tensor stringVal */
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stringVal?: (Uint8Array[] | null);
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/** Tensor scomplexVal */
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scomplexVal?: (number[] | null);
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/** Tensor int64Val */
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int64Val?: ((number | string)[] | null);
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/** Tensor boolVal */
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boolVal?: (boolean[] | null);
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/** Tensor uint32Val */
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uint32Val?: (number[] | null);
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/** Tensor uint64Val */
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uint64Val?: ((number | string)[] | null);
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}
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/** Properties of an AttrValue. */
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export declare interface IAttrValue {
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/** AttrValue list */
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list?: (AttrValue.IListValue | null);
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/** AttrValue s */
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s?: (string | null);
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/** AttrValue i */
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i?: (number | string | null);
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/** AttrValue f */
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f?: (number | null);
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/** AttrValue b */
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b?: (boolean | null);
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/** AttrValue type */
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type?: (DataType | null);
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/** AttrValue shape */
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shape?: (ITensorShape | null);
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/** AttrValue tensor */
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tensor?: (ITensor | null);
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/** AttrValue placeholder */
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placeholder?: (string | null);
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/** AttrValue func */
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func?: (INameAttrList | null);
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}
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export declare namespace AttrValue {
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/** Properties of a ListValue. */
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interface IListValue {
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/** ListValue s */
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s?: (string[] | null);
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/** ListValue i */
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i?: ((number | string)[] | null);
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/** ListValue f */
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f?: (number[] | null);
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/** ListValue b */
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b?: (boolean[] | null);
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/** ListValue type */
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type?: (DataType[] | null);
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/** ListValue shape */
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shape?: (ITensorShape[] | null);
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/** ListValue tensor */
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tensor?: (ITensor[] | null);
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/** ListValue func */
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func?: (INameAttrList[] | null);
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}
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}
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/** Properties of a NameAttrList. */
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export declare interface INameAttrList {
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/** NameAttrList name */
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name?: (string | null);
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/** NameAttrList attr */
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attr?: ({
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[k: string]: IAttrValue;
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} | null);
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}
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/** Properties of a NodeDef. */
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export declare interface INodeDef {
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/** NodeDef name */
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name?: (string | null);
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/** NodeDef op */
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op?: (string | null);
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/** NodeDef input */
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input?: (string[] | null);
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/** NodeDef device */
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device?: (string | null);
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/** NodeDef attr */
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attr?: ({
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[k: string]: IAttrValue;
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} | null);
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}
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/** Properties of a VersionDef. */
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export declare interface IVersionDef {
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/** VersionDef producer */
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producer?: (number | null);
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/** VersionDef minConsumer */
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minConsumer?: (number | null);
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/** VersionDef badConsumers */
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badConsumers?: (number[] | null);
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}
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/** Properties of a GraphDef. */
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export declare interface IGraphDef {
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/** GraphDef node */
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node?: (INodeDef[] | null);
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/** GraphDef versions */
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versions?: (IVersionDef | null);
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/** GraphDef library */
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library?: (IFunctionDefLibrary | null);
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}
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/** Properties of a CollectionDef. */
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export declare interface ICollectionDef {
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/** CollectionDef nodeList */
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nodeList?: (CollectionDef.INodeList | null);
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/** CollectionDef bytesList */
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bytesList?: (CollectionDef.IBytesList | null);
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/** CollectionDef int64List */
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int64List?: (CollectionDef.IInt64List | null);
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/** CollectionDef floatList */
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floatList?: (CollectionDef.IFloatList | null);
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/** CollectionDef anyList */
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anyList?: (CollectionDef.IAnyList | null);
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}
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export declare namespace CollectionDef {
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/** Properties of a NodeList. */
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interface INodeList {
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/** NodeList value */
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value?: (string[] | null);
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}
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/** Properties of a BytesList. */
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interface IBytesList {
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/** BytesList value */
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value?: (Uint8Array[] | null);
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}
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/** Properties of an Int64List. */
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interface IInt64List {
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/** Int64List value */
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value?: ((number | string)[] | null);
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}
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/** Properties of a FloatList. */
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interface IFloatList {
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/** FloatList value */
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value?: (number[] | null);
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}
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/** Properties of an AnyList. */
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interface IAnyList {
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/** AnyList value */
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value?: (IAny[] | null);
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}
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}
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/** Properties of a SaverDef. */
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export declare interface ISaverDef {
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/** SaverDef filenameTensorName */
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filenameTensorName?: (string | null);
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/** SaverDef saveTensorName */
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saveTensorName?: (string | null);
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/** SaverDef restoreOpName */
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restoreOpName?: (string | null);
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/** SaverDef maxToKeep */
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maxToKeep?: (number | null);
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/** SaverDef sharded */
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sharded?: (boolean | null);
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/** SaverDef keepCheckpointEveryNHours */
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keepCheckpointEveryNHours?: (number | null);
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/** SaverDef version */
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version?: (SaverDef.CheckpointFormatVersion | null);
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}
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export declare namespace SaverDef {
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/** CheckpointFormatVersion enum. */
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enum CheckpointFormatVersion {
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'LEGACY' = 0,
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'V1' = 1,
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'V2' = 2
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}
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}
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/** Properties of a TensorInfo. */
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export declare interface ITensorInfo {
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/** TensorInfo name */
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name?: (string | null);
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/** TensorInfo cooSparse */
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cooSparse?: (TensorInfo.ICooSparse | null);
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/** TensorInfo dtype */
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dtype?: (DataType | string | null);
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/** TensorInfo tensorShape */
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tensorShape?: (ITensorShape | null);
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/** Resource id tensor was originally assigned to. */
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resourceId?: (number | null);
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}
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export declare namespace TensorInfo {
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/** Properties of a CooSparse. */
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interface ICooSparse {
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/** CooSparse valuesTensorName */
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valuesTensorName?: (string | null);
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/** CooSparse indicesTensorName */
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indicesTensorName?: (string | null);
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/** CooSparse denseShapeTensorName */
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denseShapeTensorName?: (string | null);
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}
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}
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/** Properties of a SignatureDef. */
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export declare interface ISignatureDef {
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/** SignatureDef inputs */
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inputs?: ({
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[k: string]: ITensorInfo;
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} | null);
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/** SignatureDef outputs */
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outputs?: ({
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[k: string]: ITensorInfo;
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} | null);
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/** SignatureDef methodName */
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methodName?: (string | null);
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}
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/** Properties of an AssetFileDef. */
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export declare interface IAssetFileDef {
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/** AssetFileDef tensorInfo */
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tensorInfo?: (ITensorInfo | null);
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/** AssetFileDef filename */
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filename?: (string | null);
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}
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/** Properties of an OpDef. */
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export declare interface IOpDef {
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/** OpDef name */
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name?: (string | null);
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/** OpDef inputArg */
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inputArg?: (OpDef.IArgDef[] | null);
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/** OpDef outputArg */
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outputArg?: (OpDef.IArgDef[] | null);
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/** OpDef attr */
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attr?: (OpDef.IAttrDef[] | null);
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/** OpDef deprecation */
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deprecation?: (OpDef.IOpDeprecation | null);
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/** OpDef summary */
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summary?: (string | null);
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/** OpDef description */
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description?: (string | null);
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/** OpDef isCommutative */
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isCommutative?: (boolean | null);
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/** OpDef isAggregate */
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isAggregate?: (boolean | null);
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/** OpDef isStateful */
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isStateful?: (boolean | null);
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/** OpDef allowsUninitializedInput */
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allowsUninitializedInput?: (boolean | null);
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}
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export declare namespace OpDef {
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/** Properties of an ArgDef. */
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interface IArgDef {
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/** ArgDef name */
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name?: (string | null);
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/** ArgDef description */
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description?: (string | null);
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/** ArgDef type */
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type?: (DataType | null);
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/** ArgDef typeAttr */
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typeAttr?: (string | null);
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/** ArgDef numberAttr */
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numberAttr?: (string | null);
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/** ArgDef typeListAttr */
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typeListAttr?: (string | null);
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/** ArgDef isRef */
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isRef?: (boolean | null);
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}
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/** Properties of an AttrDef. */
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interface IAttrDef {
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/** AttrDef name */
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name?: (string | null);
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/** AttrDef type */
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type?: (string | null);
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/** AttrDef defaultValue */
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defaultValue?: (IAttrValue | null);
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/** AttrDef description */
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description?: (string | null);
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/** AttrDef hasMinimum */
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hasMinimum?: (boolean | null);
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/** AttrDef minimum */
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minimum?: (number | string | null);
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/** AttrDef allowedValues */
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allowedValues?: (IAttrValue | null);
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}
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/** Properties of an OpDeprecation. */
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interface IOpDeprecation {
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/** OpDeprecation version */
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version?: (number | null);
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/** OpDeprecation explanation */
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explanation?: (string | null);
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}
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}
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/** Properties of an OpList. */
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export declare interface IOpList {
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/** OpList op */
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op?: (IOpDef[] | null);
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}
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/** Properties of a MetaGraphDef. */
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export declare interface IMetaGraphDef {
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/** MetaGraphDef metaInfoDef */
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metaInfoDef?: (MetaGraphDef.IMetaInfoDef | null);
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/** MetaGraphDef graphDef */
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graphDef?: (IGraphDef | null);
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/** MetaGraphDef saverDef */
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saverDef?: (ISaverDef | null);
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/** MetaGraphDef collectionDef */
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collectionDef?: ({
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[k: string]: ICollectionDef;
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} | null);
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/** MetaGraphDef signatureDef */
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signatureDef?: ({
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[k: string]: ISignatureDef;
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} | null);
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/** MetaGraphDef assetFileDef */
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assetFileDef?: (IAssetFileDef[] | null);
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}
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export declare namespace MetaGraphDef {
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/** Properties of a MetaInfoDef. */
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interface IMetaInfoDef {
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/** MetaInfoDef metaGraphVersion */
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metaGraphVersion?: (string | null);
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/** MetaInfoDef strippedOpList */
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strippedOpList?: (IOpList | null);
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/** MetaInfoDef anyInfo */
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anyInfo?: (IAny | null);
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/** MetaInfoDef tags */
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tags?: (string[] | null);
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/** MetaInfoDef tensorflowVersion */
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tensorflowVersion?: (string | null);
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/** MetaInfoDef tensorflowGitVersion */
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tensorflowGitVersion?: (string | null);
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}
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}
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/** Properties of a SavedModel. */
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export declare interface ISavedModel {
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/** SavedModel savedModelSchemaVersion */
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savedModelSchemaVersion?: (number | string | null);
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/** SavedModel metaGraphs */
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metaGraphs?: (IMetaGraphDef[] | null);
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}
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/** Properties of a FunctionDefLibrary. */
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export declare interface IFunctionDefLibrary {
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/** FunctionDefLibrary function */
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'function'?: (IFunctionDef[] | null);
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/** FunctionDefLibrary gradient */
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gradient?: (IGradientDef[] | null);
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}
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/** Properties of a FunctionDef. */
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export declare interface IFunctionDef {
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/** FunctionDef signature */
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signature?: (IOpDef | null);
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/** FunctionDef attr */
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attr?: ({
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[k: string]: IAttrValue;
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} | null);
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/** FunctionDef nodeDef */
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nodeDef?: (INodeDef[] | null);
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/** FunctionDef ret */
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ret?: ({
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[k: string]: string;
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} | null);
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}
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/** Properties of a GradientDef. */
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export declare interface IGradientDef {
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/** GradientDef functionName */
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functionName?: (string | null);
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/** GradientDef gradientFunc */
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gradientFunc?: (string | null);
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}
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