@tensorflow-models/coco-ssd
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Object detection model (coco-ssd) in TensorFlow.js
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TypeScript
import * as $protobuf from 'protobufjs';
/** Namespace tensorflow. */
export namespace tensorflow {
/** Properties of an Any. */
interface IAny {
/** Any typeUrl */
typeUrl?: (string|null);
/** Any value */
value?: (Uint8Array|null);
}
/** Represents an Any. */
class Any implements IAny {
/**
* Constructs a new Any.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.IAny);
/** Any typeUrl. */
public typeUrl: string;
/** Any value. */
public value: Uint8Array;
/**
* Decodes an Any message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns Any
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.Any;
}
/** DataType enum. */
enum DataType {
DT_INVALID = 0,
DT_FLOAT = 1,
DT_DOUBLE = 2,
DT_INT32 = 3,
DT_UINT8 = 4,
DT_INT16 = 5,
DT_INT8 = 6,
DT_STRING = 7,
DT_COMPLEX64 = 8,
DT_INT64 = 9,
DT_BOOL = 10,
DT_QINT8 = 11,
DT_QUINT8 = 12,
DT_QINT32 = 13,
DT_BFLOAT16 = 14,
DT_FLOAT_REF = 101,
DT_DOUBLE_REF = 102,
DT_INT32_REF = 103,
DT_UINT8_REF = 104,
DT_INT16_REF = 105,
DT_INT8_REF = 106,
DT_STRING_REF = 107,
DT_COMPLEX64_REF = 108,
DT_INT64_REF = 109,
DT_BOOL_REF = 110,
DT_QINT8_REF = 111,
DT_QUINT8_REF = 112,
DT_QINT32_REF = 113,
DT_BFLOAT16_REF = 114
}
/** Properties of a TensorShape. */
interface ITensorShape {
/** TensorShape dim */
dim?: (tensorflow.TensorShape.IDim[]|null);
/** TensorShape unknownRank */
unknownRank?: (boolean|null);
}
/** Represents a TensorShape. */
class TensorShape implements ITensorShape {
/**
* Constructs a new TensorShape.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.ITensorShape);
/** TensorShape dim. */
public dim: tensorflow.TensorShape.IDim[];
/** TensorShape unknownRank. */
public unknownRank: boolean;
/**
* Decodes a TensorShape message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns TensorShape
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.TensorShape;
}
namespace TensorShape {
/** Properties of a Dim. */
interface IDim {
/** Dim size */
size?: (number|Long|null);
/** Dim name */
name?: (string|null);
}
/** Represents a Dim. */
class Dim implements IDim {
/**
* Constructs a new Dim.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.TensorShape.IDim);
/** Dim size. */
public size: (number|Long);
/** Dim name. */
public name: string;
/**
* Decodes a Dim message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns Dim
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.TensorShape.Dim;
}
}
/** Properties of a Tensor. */
interface ITensor {
/** Tensor dtype */
dtype?: (tensorflow.DataType|null);
/** Tensor tensorShape */
tensorShape?: (tensorflow.ITensorShape|null);
/** Tensor versionNumber */
versionNumber?: (number|null);
/** Tensor tensorContent */
tensorContent?: (Uint8Array|null);
/** Tensor floatVal */
floatVal?: (number[]|null);
/** Tensor doubleVal */
doubleVal?: (number[]|null);
/** Tensor intVal */
intVal?: (number[]|null);
/** Tensor stringVal */
stringVal?: (Uint8Array[]|null);
/** Tensor scomplexVal */
scomplexVal?: (number[]|null);
/** Tensor int64Val */
int64Val?: ((number | Long)[]|null);
/** Tensor boolVal */
boolVal?: (boolean[]|null);
/** Tensor uint32Val */
uint32Val?: (number[]|null);
/** Tensor uint64Val */
uint64Val?: ((number | Long)[]|null);
}
/** Represents a Tensor. */
class Tensor implements ITensor {
/**
* Constructs a new Tensor.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.ITensor);
/** Tensor dtype. */
public dtype: tensorflow.DataType;
/** Tensor tensorShape. */
public tensorShape?: (tensorflow.ITensorShape|null);
/** Tensor versionNumber. */
public versionNumber: number;
/** Tensor tensorContent. */
public tensorContent: Uint8Array;
/** Tensor floatVal. */
public floatVal: number[];
/** Tensor doubleVal. */
public doubleVal: number[];
/** Tensor intVal. */
public intVal: number[];
/** Tensor stringVal. */
public stringVal: Uint8Array[];
/** Tensor scomplexVal. */
public scomplexVal: number[];
/** Tensor int64Val. */
public int64Val: (number|Long)[];
/** Tensor boolVal. */
public boolVal: boolean[];
/** Tensor uint32Val. */
public uint32Val: number[];
/** Tensor uint64Val. */
public uint64Val: (number|Long)[];
/**
* Decodes a Tensor message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns Tensor
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.Tensor;
}
/** Properties of an AttrValue. */
interface IAttrValue {
/** AttrValue list */
list?: (tensorflow.AttrValue.IListValue|null);
/** AttrValue s */
s?: (Uint8Array|null);
/** AttrValue i */
i?: (number|Long|null);
/** AttrValue f */
f?: (number|null);
/** AttrValue b */
b?: (boolean|null);
/** AttrValue type */
type?: (tensorflow.DataType|null);
/** AttrValue shape */
shape?: (tensorflow.ITensorShape|null);
/** AttrValue tensor */
tensor?: (tensorflow.ITensor|null);
/** AttrValue placeholder */
placeholder?: (string|null);
/** AttrValue func */
func?: (tensorflow.INameAttrList|null);
}
/** Represents an AttrValue. */
class AttrValue implements IAttrValue {
/**
* Constructs a new AttrValue.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.IAttrValue);
/** AttrValue list. */
public list?: (tensorflow.AttrValue.IListValue|null);
/** AttrValue s. */
public s: Uint8Array;
/** AttrValue i. */
public i: (number|Long);
/** AttrValue f. */
public f: number;
/** AttrValue b. */
public b: boolean;
/** AttrValue type. */
public type: tensorflow.DataType;
/** AttrValue shape. */
public shape?: (tensorflow.ITensorShape|null);
/** AttrValue tensor. */
public tensor?: (tensorflow.ITensor|null);
/** AttrValue placeholder. */
public placeholder: string;
/** AttrValue func. */
public func?: (tensorflow.INameAttrList|null);
/** AttrValue value. */
public value?: ('list'|'s'|'i'|'f'|'b'|'type'|'shape'|'tensor'|
'placeholder'|'func');
/**
* Decodes an AttrValue message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns AttrValue
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.AttrValue;
}
namespace AttrValue {
/** Properties of a ListValue. */
interface IListValue {
/** ListValue s */
s?: (Uint8Array[]|null);
/** ListValue i */
i?: ((number | Long)[]|null);
/** ListValue f */
f?: (number[]|null);
/** ListValue b */
b?: (boolean[]|null);
/** ListValue type */
type?: (tensorflow.DataType[]|null);
/** ListValue shape */
shape?: (tensorflow.ITensorShape[]|null);
/** ListValue tensor */
tensor?: (tensorflow.ITensor[]|null);
/** ListValue func */
func?: (tensorflow.INameAttrList[]|null);
}
/** Represents a ListValue. */
class ListValue implements IListValue {
/**
* Constructs a new ListValue.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.AttrValue.IListValue);
/** ListValue s. */
public s: Uint8Array[];
/** ListValue i. */
public i: (number|Long)[];
/** ListValue f. */
public f: number[];
/** ListValue b. */
public b: boolean[];
/** ListValue type. */
public type: tensorflow.DataType[];
/** ListValue shape. */
public shape: tensorflow.ITensorShape[];
/** ListValue tensor. */
public tensor: tensorflow.ITensor[];
/** ListValue func. */
public func: tensorflow.INameAttrList[];
/**
* Decodes a ListValue message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns ListValue
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.AttrValue.ListValue;
}
}
/** Properties of a NameAttrList. */
interface INameAttrList {
/** NameAttrList name */
name?: (string|null);
/** NameAttrList attr */
attr?: ({[k: string]: tensorflow.IAttrValue}|null);
}
/** Represents a NameAttrList. */
class NameAttrList implements INameAttrList {
/**
* Constructs a new NameAttrList.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.INameAttrList);
/** NameAttrList name. */
public name: string;
/** NameAttrList attr. */
public attr: {[k: string]: tensorflow.IAttrValue};
/**
* Decodes a NameAttrList message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns NameAttrList
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.NameAttrList;
}
/** Properties of a NodeDef. */
interface INodeDef {
/** NodeDef name */
name?: (string|null);
/** NodeDef op */
op?: (string|null);
/** NodeDef input */
input?: (string[]|null);
/** NodeDef device */
device?: (string|null);
/** NodeDef attr */
attr?: ({[k: string]: tensorflow.IAttrValue}|null);
}
/** Represents a NodeDef. */
class NodeDef implements INodeDef {
/**
* Constructs a new NodeDef.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.INodeDef);
/** NodeDef name. */
public name: string;
/** NodeDef op. */
public op: string;
/** NodeDef input. */
public input: string[];
/** NodeDef device. */
public device: string;
/** NodeDef attr. */
public attr: {[k: string]: tensorflow.IAttrValue};
/**
* Decodes a NodeDef message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns NodeDef
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.NodeDef;
}
/** Properties of a VersionDef. */
interface IVersionDef {
/** VersionDef producer */
producer?: (number|null);
/** VersionDef minConsumer */
minConsumer?: (number|null);
/** VersionDef badConsumers */
badConsumers?: (number[]|null);
}
/** Represents a VersionDef. */
class VersionDef implements IVersionDef {
/**
* Constructs a new VersionDef.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.IVersionDef);
/** VersionDef producer. */
public producer: number;
/** VersionDef minConsumer. */
public minConsumer: number;
/** VersionDef badConsumers. */
public badConsumers: number[];
/**
* Decodes a VersionDef message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns VersionDef
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.VersionDef;
}
/** Properties of a GraphDef. */
interface IGraphDef {
/** GraphDef node */
node?: (tensorflow.INodeDef[]|null);
/** GraphDef versions */
versions?: (tensorflow.IVersionDef|null);
/** GraphDef library */
library?: (tensorflow.IFunctionDefLibrary|null);
}
/** Represents a GraphDef. */
class GraphDef implements IGraphDef {
/**
* Constructs a new GraphDef.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.IGraphDef);
/** GraphDef node. */
public node: tensorflow.INodeDef[];
/** GraphDef versions. */
public versions?: (tensorflow.IVersionDef|null);
/** GraphDef library. */
public library?: (tensorflow.IFunctionDefLibrary|null);
/**
* Decodes a GraphDef message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns GraphDef
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.GraphDef;
}
/** Properties of a CollectionDef. */
interface ICollectionDef {
/** CollectionDef nodeList */
nodeList?: (tensorflow.CollectionDef.INodeList|null);
/** CollectionDef bytesList */
bytesList?: (tensorflow.CollectionDef.IBytesList|null);
/** CollectionDef int64List */
int64List?: (tensorflow.CollectionDef.IInt64List|null);
/** CollectionDef floatList */
floatList?: (tensorflow.CollectionDef.IFloatList|null);
/** CollectionDef anyList */
anyList?: (tensorflow.CollectionDef.IAnyList|null);
}
/** Represents a CollectionDef. */
class CollectionDef implements ICollectionDef {
/**
* Constructs a new CollectionDef.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.ICollectionDef);
/** CollectionDef nodeList. */
public nodeList?: (tensorflow.CollectionDef.INodeList|null);
/** CollectionDef bytesList. */
public bytesList?: (tensorflow.CollectionDef.IBytesList|null);
/** CollectionDef int64List. */
public int64List?: (tensorflow.CollectionDef.IInt64List|null);
/** CollectionDef floatList. */
public floatList?: (tensorflow.CollectionDef.IFloatList|null);
/** CollectionDef anyList. */
public anyList?: (tensorflow.CollectionDef.IAnyList|null);
/** CollectionDef kind. */
public kind?: ('nodeList'|'bytesList'|'int64List'|'floatList'|'anyList');
/**
* Decodes a CollectionDef message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns CollectionDef
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.CollectionDef;
}
namespace CollectionDef {
/** Properties of a NodeList. */
interface INodeList {
/** NodeList value */
value?: (string[]|null);
}
/** Represents a NodeList. */
class NodeList implements INodeList {
/**
* Constructs a new NodeList.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.CollectionDef.INodeList);
/** NodeList value. */
public value: string[];
/**
* Decodes a NodeList message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns NodeList
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.CollectionDef.NodeList;
}
/** Properties of a BytesList. */
interface IBytesList {
/** BytesList value */
value?: (Uint8Array[]|null);
}
/** Represents a BytesList. */
class BytesList implements IBytesList {
/**
* Constructs a new BytesList.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.CollectionDef.IBytesList);
/** BytesList value. */
public value: Uint8Array[];
/**
* Decodes a BytesList message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns BytesList
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.CollectionDef.BytesList;
}
/** Properties of an Int64List. */
interface IInt64List {
/** Int64List value */
value?: ((number | Long)[]|null);
}
/** Represents an Int64List. */
class Int64List implements IInt64List {
/**
* Constructs a new Int64List.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.CollectionDef.IInt64List);
/** Int64List value. */
public value: (number|Long)[];
/**
* Decodes an Int64List message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns Int64List
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.CollectionDef.Int64List;
}
/** Properties of a FloatList. */
interface IFloatList {
/** FloatList value */
value?: (number[]|null);
}
/** Represents a FloatList. */
class FloatList implements IFloatList {
/**
* Constructs a new FloatList.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.CollectionDef.IFloatList);
/** FloatList value. */
public value: number[];
/**
* Decodes a FloatList message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns FloatList
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.CollectionDef.FloatList;
}
/** Properties of an AnyList. */
interface IAnyList {
/** AnyList value */
value?: (tensorflow.IAny[]|null);
}
/** Represents an AnyList. */
class AnyList implements IAnyList {
/**
* Constructs a new AnyList.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.CollectionDef.IAnyList);
/** AnyList value. */
public value: tensorflow.IAny[];
/**
* Decodes an AnyList message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns AnyList
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.CollectionDef.AnyList;
}
}
/** Properties of a SaverDef. */
interface ISaverDef {
/** SaverDef filenameTensorName */
filenameTensorName?: (string|null);
/** SaverDef saveTensorName */
saveTensorName?: (string|null);
/** SaverDef restoreOpName */
restoreOpName?: (string|null);
/** SaverDef maxToKeep */
maxToKeep?: (number|null);
/** SaverDef sharded */
sharded?: (boolean|null);
/** SaverDef keepCheckpointEveryNHours */
keepCheckpointEveryNHours?: (number|null);
/** SaverDef version */
version?: (tensorflow.SaverDef.CheckpointFormatVersion|null);
}
/** Represents a SaverDef. */
class SaverDef implements ISaverDef {
/**
* Constructs a new SaverDef.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.ISaverDef);
/** SaverDef filenameTensorName. */
public filenameTensorName: string;
/** SaverDef saveTensorName. */
public saveTensorName: string;
/** SaverDef restoreOpName. */
public restoreOpName: string;
/** SaverDef maxToKeep. */
public maxToKeep: number;
/** SaverDef sharded. */
public sharded: boolean;
/** SaverDef keepCheckpointEveryNHours. */
public keepCheckpointEveryNHours: number;
/** SaverDef version. */
public version: tensorflow.SaverDef.CheckpointFormatVersion;
/**
* Decodes a SaverDef message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns SaverDef
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.SaverDef;
}
namespace SaverDef {
/** CheckpointFormatVersion enum. */
enum CheckpointFormatVersion { LEGACY = 0, V1 = 1, V2 = 2 }
}
/** Properties of a TensorInfo. */
interface ITensorInfo {
/** TensorInfo name */
name?: (string|null);
/** TensorInfo cooSparse */
cooSparse?: (tensorflow.TensorInfo.ICooSparse|null);
/** TensorInfo dtype */
dtype?: (tensorflow.DataType|null);
/** TensorInfo tensorShape */
tensorShape?: (tensorflow.ITensorShape|null);
}
/** Represents a TensorInfo. */
class TensorInfo implements ITensorInfo {
/**
* Constructs a new TensorInfo.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.ITensorInfo);
/** TensorInfo name. */
public name: string;
/** TensorInfo cooSparse. */
public cooSparse?: (tensorflow.TensorInfo.ICooSparse|null);
/** TensorInfo dtype. */
public dtype: tensorflow.DataType;
/** TensorInfo tensorShape. */
public tensorShape?: (tensorflow.ITensorShape|null);
/** TensorInfo encoding. */
public encoding?: ('name'|'cooSparse');
/**
* Decodes a TensorInfo message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns TensorInfo
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.TensorInfo;
}
namespace TensorInfo {
/** Properties of a CooSparse. */
interface ICooSparse {
/** CooSparse valuesTensorName */
valuesTensorName?: (string|null);
/** CooSparse indicesTensorName */
indicesTensorName?: (string|null);
/** CooSparse denseShapeTensorName */
denseShapeTensorName?: (string|null);
}
/** Represents a CooSparse. */
class CooSparse implements ICooSparse {
/**
* Constructs a new CooSparse.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.TensorInfo.ICooSparse);
/** CooSparse valuesTensorName. */
public valuesTensorName: string;
/** CooSparse indicesTensorName. */
public indicesTensorName: string;
/** CooSparse denseShapeTensorName. */
public denseShapeTensorName: string;
/**
* Decodes a CooSparse message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns CooSparse
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.TensorInfo.CooSparse;
}
}
/** Properties of a SignatureDef. */
interface ISignatureDef {
/** SignatureDef inputs */
inputs?: ({[k: string]: tensorflow.ITensorInfo}|null);
/** SignatureDef outputs */
outputs?: ({[k: string]: tensorflow.ITensorInfo}|null);
/** SignatureDef methodName */
methodName?: (string|null);
}
/** Represents a SignatureDef. */
class SignatureDef implements ISignatureDef {
/**
* Constructs a new SignatureDef.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.ISignatureDef);
/** SignatureDef inputs. */
public inputs: {[k: string]: tensorflow.ITensorInfo};
/** SignatureDef outputs. */
public outputs: {[k: string]: tensorflow.ITensorInfo};
/** SignatureDef methodName. */
public methodName: string;
/**
* Decodes a SignatureDef message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns SignatureDef
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.SignatureDef;
}
/** Properties of an AssetFileDef. */
interface IAssetFileDef {
/** AssetFileDef tensorInfo */
tensorInfo?: (tensorflow.ITensorInfo|null);
/** AssetFileDef filename */
filename?: (string|null);
}
/** Represents an AssetFileDef. */
class AssetFileDef implements IAssetFileDef {
/**
* Constructs a new AssetFileDef.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.IAssetFileDef);
/** AssetFileDef tensorInfo. */
public tensorInfo?: (tensorflow.ITensorInfo|null);
/** AssetFileDef filename. */
public filename: string;
/**
* Decodes an AssetFileDef message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns AssetFileDef
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.AssetFileDef;
}
/** Properties of an OpDef. */
interface IOpDef {
/** OpDef name */
name?: (string|null);
/** OpDef inputArg */
inputArg?: (tensorflow.OpDef.IArgDef[]|null);
/** OpDef outputArg */
outputArg?: (tensorflow.OpDef.IArgDef[]|null);
/** OpDef attr */
attr?: (tensorflow.OpDef.IAttrDef[]|null);
/** OpDef deprecation */
deprecation?: (tensorflow.OpDef.IOpDeprecation|null);
/** OpDef summary */
summary?: (string|null);
/** OpDef description */
description?: (string|null);
/** OpDef isCommutative */
isCommutative?: (boolean|null);
/** OpDef isAggregate */
isAggregate?: (boolean|null);
/** OpDef isStateful */
isStateful?: (boolean|null);
/** OpDef allowsUninitializedInput */
allowsUninitializedInput?: (boolean|null);
}
/** Represents an OpDef. */
class OpDef implements IOpDef {
/**
* Constructs a new OpDef.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.IOpDef);
/** OpDef name. */
public name: string;
/** OpDef inputArg. */
public inputArg: tensorflow.OpDef.IArgDef[];
/** OpDef outputArg. */
public outputArg: tensorflow.OpDef.IArgDef[];
/** OpDef attr. */
public attr: tensorflow.OpDef.IAttrDef[];
/** OpDef deprecation. */
public deprecation?: (tensorflow.OpDef.IOpDeprecation|null);
/** OpDef summary. */
public summary: string;
/** OpDef description. */
public description: string;
/** OpDef isCommutative. */
public isCommutative: boolean;
/** OpDef isAggregate. */
public isAggregate: boolean;
/** OpDef isStateful. */
public isStateful: boolean;
/** OpDef allowsUninitializedInput. */
public allowsUninitializedInput: boolean;
/**
* Decodes an OpDef message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns OpDef
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.OpDef;
}
namespace OpDef {
/** Properties of an ArgDef. */
interface IArgDef {
/** ArgDef name */
name?: (string|null);
/** ArgDef description */
description?: (string|null);
/** ArgDef type */
type?: (tensorflow.DataType|null);
/** ArgDef typeAttr */
typeAttr?: (string|null);
/** ArgDef numberAttr */
numberAttr?: (string|null);
/** ArgDef typeListAttr */
typeListAttr?: (string|null);
/** ArgDef isRef */
isRef?: (boolean|null);
}
/** Represents an ArgDef. */
class ArgDef implements IArgDef {
/**
* Constructs a new ArgDef.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.OpDef.IArgDef);
/** ArgDef name. */
public name: string;
/** ArgDef description. */
public description: string;
/** ArgDef type. */
public type: tensorflow.DataType;
/** ArgDef typeAttr. */
public typeAttr: string;
/** ArgDef numberAttr. */
public numberAttr: string;
/** ArgDef typeListAttr. */
public typeListAttr: string;
/** ArgDef isRef. */
public isRef: boolean;
/**
* Decodes an ArgDef message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns ArgDef
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.OpDef.ArgDef;
}
/** Properties of an AttrDef. */
interface IAttrDef {
/** AttrDef name */
name?: (string|null);
/** AttrDef type */
type?: (string|null);
/** AttrDef defaultValue */
defaultValue?: (tensorflow.IAttrValue|null);
/** AttrDef description */
description?: (string|null);
/** AttrDef hasMinimum */
hasMinimum?: (boolean|null);
/** AttrDef minimum */
minimum?: (number|Long|null);
/** AttrDef allowedValues */
allowedValues?: (tensorflow.IAttrValue|null);
}
/** Represents an AttrDef. */
class AttrDef implements IAttrDef {
/**
* Constructs a new AttrDef.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.OpDef.IAttrDef);
/** AttrDef name. */
public name: string;
/** AttrDef type. */
public type: string;
/** AttrDef defaultValue. */
public defaultValue?: (tensorflow.IAttrValue|null);
/** AttrDef description. */
public description: string;
/** AttrDef hasMinimum. */
public hasMinimum: boolean;
/** AttrDef minimum. */
public minimum: (number|Long);
/** AttrDef allowedValues. */
public allowedValues?: (tensorflow.IAttrValue|null);
/**
* Decodes an AttrDef message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns AttrDef
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.OpDef.AttrDef;
}
/** Properties of an OpDeprecation. */
interface IOpDeprecation {
/** OpDeprecation version */
version?: (number|null);
/** OpDeprecation explanation */
explanation?: (string|null);
}
/** Represents an OpDeprecation. */
class OpDeprecation implements IOpDeprecation {
/**
* Constructs a new OpDeprecation.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.OpDef.IOpDeprecation);
/** OpDeprecation version. */
public version: number;
/** OpDeprecation explanation. */
public explanation: string;
/**
* Decodes an OpDeprecation message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns OpDeprecation
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.OpDef.OpDeprecation;
}
}
/** Properties of an OpList. */
interface IOpList {
/** OpList op */
op?: (tensorflow.IOpDef[]|null);
}
/** Represents an OpList. */
class OpList implements IOpList {
/**
* Constructs a new OpList.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.IOpList);
/** OpList op. */
public op: tensorflow.IOpDef[];
/**
* Decodes an OpList message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns OpList
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.OpList;
}
/** Properties of a MetaGraphDef. */
interface IMetaGraphDef {
/** MetaGraphDef metaInfoDef */
metaInfoDef?: (tensorflow.MetaGraphDef.IMetaInfoDef|null);
/** MetaGraphDef graphDef */
graphDef?: (tensorflow.IGraphDef|null);
/** MetaGraphDef saverDef */
saverDef?: (tensorflow.ISaverDef|null);
/** MetaGraphDef collectionDef */
collectionDef?: ({[k: string]: tensorflow.ICollectionDef}|null);
/** MetaGraphDef signatureDef */
signatureDef?: ({[k: string]: tensorflow.ISignatureDef}|null);
/** MetaGraphDef assetFileDef */
assetFileDef?: (tensorflow.IAssetFileDef[]|null);
}
/** Represents a MetaGraphDef. */
class MetaGraphDef implements IMetaGraphDef {
/**
* Constructs a new MetaGraphDef.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.IMetaGraphDef);
/** MetaGraphDef metaInfoDef. */
public metaInfoDef?: (tensorflow.MetaGraphDef.IMetaInfoDef|null);
/** MetaGraphDef graphDef. */
public graphDef?: (tensorflow.IGraphDef|null);
/** MetaGraphDef saverDef. */
public saverDef?: (tensorflow.ISaverDef|null);
/** MetaGraphDef collectionDef. */
public collectionDef: {[k: string]: tensorflow.ICollectionDef};
/** MetaGraphDef signatureDef. */
public signatureDef: {[k: string]: tensorflow.ISignatureDef};
/** MetaGraphDef assetFileDef. */
public assetFileDef: tensorflow.IAssetFileDef[];
/**
* Decodes a MetaGraphDef message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns MetaGraphDef
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.MetaGraphDef;
}
namespace MetaGraphDef {
/** Properties of a MetaInfoDef. */
interface IMetaInfoDef {
/** MetaInfoDef metaGraphVersion */
metaGraphVersion?: (string|null);
/** MetaInfoDef strippedOpList */
strippedOpList?: (tensorflow.IOpList|null);
/** MetaInfoDef anyInfo */
anyInfo?: (tensorflow.IAny|null);
/** MetaInfoDef tags */
tags?: (string[]|null);
/** MetaInfoDef tensorflowVersion */
tensorflowVersion?: (string|null);
/** MetaInfoDef tensorflowGitVersion */
tensorflowGitVersion?: (string|null);
}
/** Represents a MetaInfoDef. */
class MetaInfoDef implements IMetaInfoDef {
/**
* Constructs a new MetaInfoDef.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.MetaGraphDef.IMetaInfoDef);
/** MetaInfoDef metaGraphVersion. */
public metaGraphVersion: string;
/** MetaInfoDef strippedOpList. */
public strippedOpList?: (tensorflow.IOpList|null);
/** MetaInfoDef anyInfo. */
public anyInfo?: (tensorflow.IAny|null);
/** MetaInfoDef tags. */
public tags: string[];
/** MetaInfoDef tensorflowVersion. */
public tensorflowVersion: string;
/** MetaInfoDef tensorflowGitVersion. */
public tensorflowGitVersion: string;
/**
* Decodes a MetaInfoDef message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns MetaInfoDef
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.MetaGraphDef.MetaInfoDef;
}
}
/** Properties of a SavedModel. */
interface ISavedModel {
/** SavedModel savedModelSchemaVersion */
savedModelSchemaVersion?: (number|Long|null);
/** SavedModel metaGraphs */
metaGraphs?: (tensorflow.IMetaGraphDef[]|null);
}
/** Represents a SavedModel. */
class SavedModel implements ISavedModel {
/**
* Constructs a new SavedModel.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.ISavedModel);
/** SavedModel savedModelSchemaVersion. */
public savedModelSchemaVersion: (number|Long);
/** SavedModel metaGraphs. */
public metaGraphs: tensorflow.IMetaGraphDef[];
/**
* Decodes a SavedModel message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns SavedModel
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.SavedModel;
}
/** Properties of a FunctionDefLibrary. */
interface IFunctionDefLibrary {
/** FunctionDefLibrary function */
'function'?: (tensorflow.IFunctionDef[]|null);
/** FunctionDefLibrary gradient */
gradient?: (tensorflow.IGradientDef[]|null);
}
/** Represents a FunctionDefLibrary. */
class FunctionDefLibrary implements IFunctionDefLibrary {
/**
* Constructs a new FunctionDefLibrary.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.IFunctionDefLibrary);
/** FunctionDefLibrary function. */
public function: tensorflow.IFunctionDef[];
/** FunctionDefLibrary gradient. */
public gradient: tensorflow.IGradientDef[];
/**
* Decodes a FunctionDefLibrary message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns FunctionDefLibrary
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.FunctionDefLibrary;
}
/** Properties of a FunctionDef. */
interface IFunctionDef {
/** FunctionDef signature */
signature?: (tensorflow.IOpDef|null);
/** FunctionDef attr */
attr?: ({[k: string]: tensorflow.IAttrValue}|null);
/** FunctionDef nodeDef */
nodeDef?: (tensorflow.INodeDef[]|null);
/** FunctionDef ret */
ret?: ({[k: string]: string}|null);
}
/** Represents a FunctionDef. */
class FunctionDef implements IFunctionDef {
/**
* Constructs a new FunctionDef.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.IFunctionDef);
/** FunctionDef signature. */
public signature?: (tensorflow.IOpDef|null);
/** FunctionDef attr. */
public attr: {[k: string]: tensorflow.IAttrValue};
/** FunctionDef nodeDef. */
public nodeDef: tensorflow.INodeDef[];
/** FunctionDef ret. */
public ret: {[k: string]: string};
/**
* Decodes a FunctionDef message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns FunctionDef
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.FunctionDef;
}
/** Properties of a GradientDef. */
interface IGradientDef {
/** GradientDef functionName */
functionName?: (string|null);
/** GradientDef gradientFunc */
gradientFunc?: (string|null);
}
/** Represents a GradientDef. */
class GradientDef implements IGradientDef {
/**
* Constructs a new GradientDef.
* @param [p] Properties to set
*/
constructor(p?: tensorflow.IGradientDef);
/** GradientDef functionName. */
public functionName: string;
/** GradientDef gradientFunc. */
public gradientFunc: string;
/**
* Decodes a GradientDef message from the specified reader or buffer.
* @param r Reader or buffer to decode from
* @param [l] Message length if known beforehand
* @returns GradientDef
* @throws {Error} If the payload is not a reader or valid buffer
* @throws {$protobuf.util.ProtocolError} If required fields are missing
*/
public static decode(r: ($protobuf.Reader|Uint8Array), l?: number):
tensorflow.GradientDef;
}
}