com.tencentcloudapi.tione.v20211111.models.CreateTrainingTaskRequest Maven / Gradle / Ivy
/*
* Copyright (c) 2017-2018 THL A29 Limited, a Tencent company. All Rights Reserved.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package com.tencentcloudapi.tione.v20211111.models;
import com.tencentcloudapi.common.AbstractModel;
import com.google.gson.annotations.SerializedName;
import com.google.gson.annotations.Expose;
import java.util.HashMap;
public class CreateTrainingTaskRequest extends AbstractModel{
/**
* 训练任务名称，不超过60个字符，仅支持中英文、数字、下划线"_"、短横"-"，只能以中英文、数字开头
*/
@SerializedName("Name")
@Expose
private String Name;
/**
* 计费模式，eg：PREPAID预付费，即包年包月；POSTPAID_BY_HOUR按小时后付费
*/
@SerializedName("ChargeType")
@Expose
private String ChargeType;
/**
* 资源配置，需填写对应算力规格ID和节点数量，算力规格ID查询接口为DescribeBillingSpecsPrice，eg：[{"Role":"WORKER", "InstanceType": "TI.S.MEDIUM.POST", "InstanceNum": 1}]
*/
@SerializedName("ResourceConfigInfos")
@Expose
private ResourceConfigInfo [] ResourceConfigInfos;
/**
* COS代码包路径
*/
@SerializedName("CodePackagePath")
@Expose
private CosPathInfo CodePackagePath;
/**
* 训练模式，通过DescribeTrainingFrameworks接口查询，eg：PS_WORKER、DDP、MPI、HOROVOD
*/
@SerializedName("TrainingMode")
@Expose
private String TrainingMode;
/**
* COS训练输出路径
*/
@SerializedName("Output")
@Expose
private CosPathInfo Output;
/**
* 是否上报日志
*/
@SerializedName("LogEnable")
@Expose
private Boolean LogEnable;
/**
* 训练框架名称，通过DescribeTrainingFrameworks接口查询，eg：SPARK、PYSPARK、TENSORFLOW、PYTORCH
*/
@SerializedName("FrameworkName")
@Expose
private String FrameworkName;
/**
* 训练框架版本，通过DescribeTrainingFrameworks接口查询，eg：1.15、1.9
*/
@SerializedName("FrameworkVersion")
@Expose
private String FrameworkVersion;
/**
* 训练框架环境，通过DescribeTrainingFrameworks接口查询，eg：tf1.15-py3.7-cpu、torch1.9-py3.8-cuda11.1-gpu
*/
@SerializedName("FrameworkEnvironment")
@Expose
private String FrameworkEnvironment;
/**
* 预付费专用资源组ID，通过DescribeBillingResourceGroups接口查询
*/
@SerializedName("ResourceGroupId")
@Expose
private String ResourceGroupId;
/**
* 标签配置
*/
@SerializedName("Tags")
@Expose
private Tag [] Tags;
/**
* 自定义镜像信息
*/
@SerializedName("ImageInfo")
@Expose
private ImageInfo ImageInfo;
/**
* 启动命令信息，默认为sh start.sh
*/
@SerializedName("StartCmdInfo")
@Expose
private StartCmdInfo StartCmdInfo;
/**
* 数据配置，依赖DataSource字段
*/
@SerializedName("DataConfigs")
@Expose
private DataConfig [] DataConfigs;
/**
* VPC Id
*/
@SerializedName("VpcId")
@Expose
private String VpcId;
/**
* 子网Id
*/
@SerializedName("SubnetId")
@Expose
private String SubnetId;
/**
* CLS日志配置
*/
@SerializedName("LogConfig")
@Expose
private LogConfig LogConfig;
/**
* 调优参数
*/
@SerializedName("TuningParameters")
@Expose
private String TuningParameters;
/**
* 备注，最多500个字
*/
@SerializedName("Remark")
@Expose
private String Remark;
/**
* 数据来源，eg：DATASET、COS、CFS、HDFS
*/
@SerializedName("DataSource")
@Expose
private String DataSource;
/**
* Get 训练任务名称，不超过60个字符，仅支持中英文、数字、下划线"_"、短横"-"，只能以中英文、数字开头
* @return Name 训练任务名称，不超过60个字符，仅支持中英文、数字、下划线"_"、短横"-"，只能以中英文、数字开头
*/
public String getName() {
return this.Name;
}
/**
* Set 训练任务名称，不超过60个字符，仅支持中英文、数字、下划线"_"、短横"-"，只能以中英文、数字开头
* @param Name 训练任务名称，不超过60个字符，仅支持中英文、数字、下划线"_"、短横"-"，只能以中英文、数字开头
*/
public void setName(String Name) {
this.Name = Name;
}
/**
* Get 计费模式，eg：PREPAID预付费，即包年包月；POSTPAID_BY_HOUR按小时后付费
* @return ChargeType 计费模式，eg：PREPAID预付费，即包年包月；POSTPAID_BY_HOUR按小时后付费
*/
public String getChargeType() {
return this.ChargeType;
}
/**
* Set 计费模式，eg：PREPAID预付费，即包年包月；POSTPAID_BY_HOUR按小时后付费
* @param ChargeType 计费模式，eg：PREPAID预付费，即包年包月；POSTPAID_BY_HOUR按小时后付费
*/
public void setChargeType(String ChargeType) {
this.ChargeType = ChargeType;
}
/**
* Get 资源配置，需填写对应算力规格ID和节点数量，算力规格ID查询接口为DescribeBillingSpecsPrice，eg：[{"Role":"WORKER", "InstanceType": "TI.S.MEDIUM.POST", "InstanceNum": 1}]
* @return ResourceConfigInfos 资源配置，需填写对应算力规格ID和节点数量，算力规格ID查询接口为DescribeBillingSpecsPrice，eg：[{"Role":"WORKER", "InstanceType": "TI.S.MEDIUM.POST", "InstanceNum": 1}]
*/
public ResourceConfigInfo [] getResourceConfigInfos() {
return this.ResourceConfigInfos;
}
/**
* Set 资源配置，需填写对应算力规格ID和节点数量，算力规格ID查询接口为DescribeBillingSpecsPrice，eg：[{"Role":"WORKER", "InstanceType": "TI.S.MEDIUM.POST", "InstanceNum": 1}]
* @param ResourceConfigInfos 资源配置，需填写对应算力规格ID和节点数量，算力规格ID查询接口为DescribeBillingSpecsPrice，eg：[{"Role":"WORKER", "InstanceType": "TI.S.MEDIUM.POST", "InstanceNum": 1}]
*/
public void setResourceConfigInfos(ResourceConfigInfo [] ResourceConfigInfos) {
this.ResourceConfigInfos = ResourceConfigInfos;
}
/**
* Get COS代码包路径
* @return CodePackagePath COS代码包路径
*/
public CosPathInfo getCodePackagePath() {
return this.CodePackagePath;
}
/**
* Set COS代码包路径
* @param CodePackagePath COS代码包路径
*/
public void setCodePackagePath(CosPathInfo CodePackagePath) {
this.CodePackagePath = CodePackagePath;
}
/**
* Get 训练模式，通过DescribeTrainingFrameworks接口查询，eg：PS_WORKER、DDP、MPI、HOROVOD
* @return TrainingMode 训练模式，通过DescribeTrainingFrameworks接口查询，eg：PS_WORKER、DDP、MPI、HOROVOD
*/
public String getTrainingMode() {
return this.TrainingMode;
}
/**
* Set 训练模式，通过DescribeTrainingFrameworks接口查询，eg：PS_WORKER、DDP、MPI、HOROVOD
* @param TrainingMode 训练模式，通过DescribeTrainingFrameworks接口查询，eg：PS_WORKER、DDP、MPI、HOROVOD
*/
public void setTrainingMode(String TrainingMode) {
this.TrainingMode = TrainingMode;
}
/**
* Get COS训练输出路径
* @return Output COS训练输出路径
*/
public CosPathInfo getOutput() {
return this.Output;
}
/**
* Set COS训练输出路径
* @param Output COS训练输出路径
*/
public void setOutput(CosPathInfo Output) {
this.Output = Output;
}
/**
* Get 是否上报日志
* @return LogEnable 是否上报日志
*/
public Boolean getLogEnable() {
return this.LogEnable;
}
/**
* Set 是否上报日志
* @param LogEnable 是否上报日志
*/
public void setLogEnable(Boolean LogEnable) {
this.LogEnable = LogEnable;
}
/**
* Get 训练框架名称，通过DescribeTrainingFrameworks接口查询，eg：SPARK、PYSPARK、TENSORFLOW、PYTORCH
* @return FrameworkName 训练框架名称，通过DescribeTrainingFrameworks接口查询，eg：SPARK、PYSPARK、TENSORFLOW、PYTORCH
*/
public String getFrameworkName() {
return this.FrameworkName;
}
/**
* Set 训练框架名称，通过DescribeTrainingFrameworks接口查询，eg：SPARK、PYSPARK、TENSORFLOW、PYTORCH
* @param FrameworkName 训练框架名称，通过DescribeTrainingFrameworks接口查询，eg：SPARK、PYSPARK、TENSORFLOW、PYTORCH
*/
public void setFrameworkName(String FrameworkName) {
this.FrameworkName = FrameworkName;
}
/**
* Get 训练框架版本，通过DescribeTrainingFrameworks接口查询，eg：1.15、1.9
* @return FrameworkVersion 训练框架版本，通过DescribeTrainingFrameworks接口查询，eg：1.15、1.9
*/
public String getFrameworkVersion() {
return this.FrameworkVersion;
}
/**
* Set 训练框架版本，通过DescribeTrainingFrameworks接口查询，eg：1.15、1.9
* @param FrameworkVersion 训练框架版本，通过DescribeTrainingFrameworks接口查询，eg：1.15、1.9
*/
public void setFrameworkVersion(String FrameworkVersion) {
this.FrameworkVersion = FrameworkVersion;
}
/**
* Get 训练框架环境，通过DescribeTrainingFrameworks接口查询，eg：tf1.15-py3.7-cpu、torch1.9-py3.8-cuda11.1-gpu
* @return FrameworkEnvironment 训练框架环境，通过DescribeTrainingFrameworks接口查询，eg：tf1.15-py3.7-cpu、torch1.9-py3.8-cuda11.1-gpu
*/
public String getFrameworkEnvironment() {
return this.FrameworkEnvironment;
}
/**
* Set 训练框架环境，通过DescribeTrainingFrameworks接口查询，eg：tf1.15-py3.7-cpu、torch1.9-py3.8-cuda11.1-gpu
* @param FrameworkEnvironment 训练框架环境，通过DescribeTrainingFrameworks接口查询，eg：tf1.15-py3.7-cpu、torch1.9-py3.8-cuda11.1-gpu
*/
public void setFrameworkEnvironment(String FrameworkEnvironment) {
this.FrameworkEnvironment = FrameworkEnvironment;
}
/**
* Get 预付费专用资源组ID，通过DescribeBillingResourceGroups接口查询
* @return ResourceGroupId 预付费专用资源组ID，通过DescribeBillingResourceGroups接口查询
*/
public String getResourceGroupId() {
return this.ResourceGroupId;
}
/**
* Set 预付费专用资源组ID，通过DescribeBillingResourceGroups接口查询
* @param ResourceGroupId 预付费专用资源组ID，通过DescribeBillingResourceGroups接口查询
*/
public void setResourceGroupId(String ResourceGroupId) {
this.ResourceGroupId = ResourceGroupId;
}
/**
* Get 标签配置
* @return Tags 标签配置
*/
public Tag [] getTags() {
return this.Tags;
}
/**
* Set 标签配置
* @param Tags 标签配置
*/
public void setTags(Tag [] Tags) {
this.Tags = Tags;
}
/**
* Get 自定义镜像信息
* @return ImageInfo 自定义镜像信息
*/
public ImageInfo getImageInfo() {
return this.ImageInfo;
}
/**
* Set 自定义镜像信息
* @param ImageInfo 自定义镜像信息
*/
public void setImageInfo(ImageInfo ImageInfo) {
this.ImageInfo = ImageInfo;
}
/**
* Get 启动命令信息，默认为sh start.sh
* @return StartCmdInfo 启动命令信息，默认为sh start.sh
*/
public StartCmdInfo getStartCmdInfo() {
return this.StartCmdInfo;
}
/**
* Set 启动命令信息，默认为sh start.sh
* @param StartCmdInfo 启动命令信息，默认为sh start.sh
*/
public void setStartCmdInfo(StartCmdInfo StartCmdInfo) {
this.StartCmdInfo = StartCmdInfo;
}
/**
* Get 数据配置，依赖DataSource字段
* @return DataConfigs 数据配置，依赖DataSource字段
*/
public DataConfig [] getDataConfigs() {
return this.DataConfigs;
}
/**
* Set 数据配置，依赖DataSource字段
* @param DataConfigs 数据配置，依赖DataSource字段
*/
public void setDataConfigs(DataConfig [] DataConfigs) {
this.DataConfigs = DataConfigs;
}
/**
* Get VPC Id
* @return VpcId VPC Id
*/
public String getVpcId() {
return this.VpcId;
}
/**
* Set VPC Id
* @param VpcId VPC Id
*/
public void setVpcId(String VpcId) {
this.VpcId = VpcId;
}
/**
* Get 子网Id
* @return SubnetId 子网Id
*/
public String getSubnetId() {
return this.SubnetId;
}
/**
* Set 子网Id
* @param SubnetId 子网Id
*/
public void setSubnetId(String SubnetId) {
this.SubnetId = SubnetId;
}
/**
* Get CLS日志配置
* @return LogConfig CLS日志配置
*/
public LogConfig getLogConfig() {
return this.LogConfig;
}
/**
* Set CLS日志配置
* @param LogConfig CLS日志配置
*/
public void setLogConfig(LogConfig LogConfig) {
this.LogConfig = LogConfig;
}
/**
* Get 调优参数
* @return TuningParameters 调优参数
*/
public String getTuningParameters() {
return this.TuningParameters;
}
/**
* Set 调优参数
* @param TuningParameters 调优参数
*/
public void setTuningParameters(String TuningParameters) {
this.TuningParameters = TuningParameters;
}
/**
* Get 备注，最多500个字
* @return Remark 备注，最多500个字
*/
public String getRemark() {
return this.Remark;
}
/**
* Set 备注，最多500个字
* @param Remark 备注，最多500个字
*/
public void setRemark(String Remark) {
this.Remark = Remark;
}
/**
* Get 数据来源，eg：DATASET、COS、CFS、HDFS
* @return DataSource 数据来源，eg：DATASET、COS、CFS、HDFS
*/
public String getDataSource() {
return this.DataSource;
}
/**
* Set 数据来源，eg：DATASET、COS、CFS、HDFS
* @param DataSource 数据来源，eg：DATASET、COS、CFS、HDFS
*/
public void setDataSource(String DataSource) {
this.DataSource = DataSource;
}
public CreateTrainingTaskRequest() {
}
/**
* NOTE: Any ambiguous key set via .set("AnyKey", "value") will be a shallow copy,
* and any explicit key, i.e Foo, set via .setFoo("value") will be a deep copy.
*/
public CreateTrainingTaskRequest(CreateTrainingTaskRequest source) {
if (source.Name != null) {
this.Name = new String(source.Name);
}
if (source.ChargeType != null) {
this.ChargeType = new String(source.ChargeType);
}
if (source.ResourceConfigInfos != null) {
this.ResourceConfigInfos = new ResourceConfigInfo[source.ResourceConfigInfos.length];
for (int i = 0; i < source.ResourceConfigInfos.length; i++) {
this.ResourceConfigInfos[i] = new ResourceConfigInfo(source.ResourceConfigInfos[i]);
}
}
if (source.CodePackagePath != null) {
this.CodePackagePath = new CosPathInfo(source.CodePackagePath);
}
if (source.TrainingMode != null) {
this.TrainingMode = new String(source.TrainingMode);
}
if (source.Output != null) {
this.Output = new CosPathInfo(source.Output);
}
if (source.LogEnable != null) {
this.LogEnable = new Boolean(source.LogEnable);
}
if (source.FrameworkName != null) {
this.FrameworkName = new String(source.FrameworkName);
}
if (source.FrameworkVersion != null) {
this.FrameworkVersion = new String(source.FrameworkVersion);
}
if (source.FrameworkEnvironment != null) {
this.FrameworkEnvironment = new String(source.FrameworkEnvironment);
}
if (source.ResourceGroupId != null) {
this.ResourceGroupId = new String(source.ResourceGroupId);
}
if (source.Tags != null) {
this.Tags = new Tag[source.Tags.length];
for (int i = 0; i < source.Tags.length; i++) {
this.Tags[i] = new Tag(source.Tags[i]);
}
}
if (source.ImageInfo != null) {
this.ImageInfo = new ImageInfo(source.ImageInfo);
}
if (source.StartCmdInfo != null) {
this.StartCmdInfo = new StartCmdInfo(source.StartCmdInfo);
}
if (source.DataConfigs != null) {
this.DataConfigs = new DataConfig[source.DataConfigs.length];
for (int i = 0; i < source.DataConfigs.length; i++) {
this.DataConfigs[i] = new DataConfig(source.DataConfigs[i]);
}
}
if (source.VpcId != null) {
this.VpcId = new String(source.VpcId);
}
if (source.SubnetId != null) {
this.SubnetId = new String(source.SubnetId);
}
if (source.LogConfig != null) {
this.LogConfig = new LogConfig(source.LogConfig);
}
if (source.TuningParameters != null) {
this.TuningParameters = new String(source.TuningParameters);
}
if (source.Remark != null) {
this.Remark = new String(source.Remark);
}
if (source.DataSource != null) {
this.DataSource = new String(source.DataSource);
}
}
/**
* Internal implementation, normal users should not use it.
*/
public void toMap(HashMap map, String prefix) {
this.setParamSimple(map, prefix + "Name", this.Name);
this.setParamSimple(map, prefix + "ChargeType", this.ChargeType);
this.setParamArrayObj(map, prefix + "ResourceConfigInfos.", this.ResourceConfigInfos);
this.setParamObj(map, prefix + "CodePackagePath.", this.CodePackagePath);
this.setParamSimple(map, prefix + "TrainingMode", this.TrainingMode);
this.setParamObj(map, prefix + "Output.", this.Output);
this.setParamSimple(map, prefix + "LogEnable", this.LogEnable);
this.setParamSimple(map, prefix + "FrameworkName", this.FrameworkName);
this.setParamSimple(map, prefix + "FrameworkVersion", this.FrameworkVersion);
this.setParamSimple(map, prefix + "FrameworkEnvironment", this.FrameworkEnvironment);
this.setParamSimple(map, prefix + "ResourceGroupId", this.ResourceGroupId);
this.setParamArrayObj(map, prefix + "Tags.", this.Tags);
this.setParamObj(map, prefix + "ImageInfo.", this.ImageInfo);
this.setParamObj(map, prefix + "StartCmdInfo.", this.StartCmdInfo);
this.setParamArrayObj(map, prefix + "DataConfigs.", this.DataConfigs);
this.setParamSimple(map, prefix + "VpcId", this.VpcId);
this.setParamSimple(map, prefix + "SubnetId", this.SubnetId);
this.setParamObj(map, prefix + "LogConfig.", this.LogConfig);
this.setParamSimple(map, prefix + "TuningParameters", this.TuningParameters);
this.setParamSimple(map, prefix + "Remark", this.Remark);
this.setParamSimple(map, prefix + "DataSource", this.DataSource);
}
}
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