- Release Notes and Announcements
- Release Notes
- Announcements
- qGPU Service Adjustment
- Version Upgrade of Master Add-On of TKE Managed Cluster
- Upgrading tke-monitor-agent
- Discontinuing TKE API 2.0
- Instructions on Cluster Resource Quota Adjustment
- Discontinuing Kubernetes v1.14 and Earlier Versions
- Deactivation of Scaling Group Feature
- Notice on TPS Discontinuation on May 16, 2022 at 10:00 (UTC +8)
- Basic Monitoring Architecture Upgrade
- Starting Charging on Managed Clusters
- Instructions on Stopping Delivering the Kubeconfig File to Nodes
- Security Vulnerability Fix Description
- Release Notes
- Product Introduction
- Purchase Guide
- Quick Start
- TKE General Cluster Guide
- TKE General Cluster Overview
- Purchase a TKE General Cluster
- High-risk Operations of Container Service
- Deploying Containerized Applications in the Cloud
- Kubernetes API Operation Guide
- Open Source Components
- Permission Management
- Cluster Management
- Cluster Overview
- Cluster Hosting Modes Introduction
- Cluster Lifecycle
- Creating a Cluster
- Deleting a Cluster
- Cluster Scaling
- Changing the Cluster Operating System
- Connecting to a Cluster
- Upgrading a Cluster
- Enabling IPVS for a Cluster
- Enabling GPU Scheduling for a Cluster
- Custom Kubernetes Component Launch Parameters
- Using KMS for Kubernetes Data Source Encryption
- Images
- Worker node introduction
- Normal Node Management
- Native Node Management
- Overview
- Purchasing Native Nodes
- Lifecycle of a Native Node
- Native Node Parameters
- Creating Native Nodes
- Deleting Native Nodes
- Self-Heal Rules
- Declarative Operation Practice
- Native Node Scaling
- In-place Pod Configuration Adjustment
- Enabling SSH Key Login for a Native Node
- Management Parameters
- Enabling Public Network Access for a Native Node
- Supernode management
- Registered Node Management
- GPU Share
- Kubernetes Object Management
- Overview
- Namespace
- Workload
- Deployment Management
- StatefulSet Management
- DaemonSet Management
- Job Management
- CronJob Management
- Setting the Resource Limit of Workload
- Setting the Scheduling Rule for a Workload
- Setting the Health Check for a Workload
- Setting the Run Command and Parameter for a Workload
- Using a Container Image in a TCR Enterprise Instance to Create a Workload
- Auto Scaling
- Configuration
- Register node management
- Service Management
- Ingress Management
- Storage Management
- Application and Add-On Feature Management Description
- Add-On Management
- Add-on Overview
- Add-On Lifecycle Management
- CBS-CSI Description
- UserGroupAccessControl
- COS-CSI
- CFS-CSI
- P2P
- OOMGuard
- TCR Introduction
- TCR Hosts Updater
- DNSAutoscaler
- NodeProblemDetectorPlus Add-on
- NodeLocalDNSCache
- Network Policy
- DynamicScheduler
- DeScheduler
- Nginx-ingress
- HPC
- Description of tke-monitor-agent
- GPU-Manager Add-on
- CFSTURBO-CSI
- tke-log-agent
- Helm Application
- Application Market
- Network Management
- Container Network Overview
- GlobalRouter Mode
- VPC-CNI Mode
- VPC-CNI Mode
- Multiple Pods with Shared ENI Mode
- Pods with Exclusive ENI Mode
- Static IP Address Mode Instructions
- Non-static IP Address Mode Instructions
- Interconnection Between VPC-CNI and Other Cloud Resources/IDC Resources
- Security Group of VPC-CNI Mode
- Instructions on Binding an EIP to a Pod
- VPC-CNI Component Description
- Limits on the Number of Pods in VPC-CNI Mode
- Cilium-Overlay Mode
- OPS Center
- Log Management
- Backup Center
- Cloud Native Monitoring
- Remote Terminals
- TKE Serverless Cluster Guide
- TKE Edge Cluster Guide
- TKE Registered Cluster Guide
- TKE Container Instance Guide
- Cloud Native Service Guide
- Best Practices
- Cluster
- Cluster Migration
- Serverless Cluster
- Edge Cluster
- Security
- Service Deployment
- Hybrid Cloud
- Network
- DNS
- Using Network Policy for Network Access Control
- Deploying NGINX Ingress on TKE
- Nginx Ingress High-Concurrency Practices
- Nginx Ingress Best Practices
- Limiting the bandwidth on pods in TKE
- Directly connecting TKE to the CLB of pods based on the ENI
- Use CLB-Pod Direct Connection on TKE
- Obtaining the Real Client Source IP in TKE
- Using Traefik Ingress in TKE
- Release
- Logs
- Monitoring
- OPS
- Removing and Re-adding Nodes from and to Cluster
- Using Ansible to Batch Operate TKE Nodes
- Using Cluster Audit for Troubleshooting
- Renewing a TKE Ingress Certificate
- Using cert-manager to Issue Free Certificates
- Using cert-manager to Issue Free Certificate for DNSPod Domain Name
- Using the TKE NPDPlus Plug-In to Enhance the Self-Healing Capability of Nodes
- Using kubecm to Manage Multiple Clusters kubeconfig
- Quick Troubleshooting Using TKE Audit and Event Services
- Customizing RBAC Authorization in TKE
- Clearing De-registered Tencent Cloud Account Resources
- Terraform
- DevOps
- Auto Scaling
- Cluster Auto Scaling Practices
- Using tke-autoscaling-placeholder to Implement Auto Scaling in Seconds
- Installing metrics-server on TKE
- Using Custom Metrics for Auto Scaling in TKE
- Utilizing HPA to Auto Scale Businesses on TKE
- Using VPA to Realize Pod Scaling up and Scaling down in TKE
- Adjusting HPA Scaling Sensitivity Based on Different Business Scenarios
- Storage
- Containerization
- Microservice
- Cost Management
- Fault Handling
- Disk Full
- High Workload
- Memory Fragmentation
- Cluster DNS Troubleshooting
- Cluster kube-proxy Troubleshooting
- Cluster API Server Inaccessibility Troubleshooting
- Service and Ingress Inaccessibility Troubleshooting
- Troubleshooting for Pod Network Inaccessibility
- Pod Status Exception and Handling
- Authorizing Tencent Cloud OPS Team for Troubleshooting
- Engel Ingres appears in Connechtin Reverside
- CLB Loopback
- CLB Ingress Creation Error
- API Documentation
- History
- Introduction
- API Category
- Making API Requests
- Cluster APIs
- DescribeEncryptionStatus
- DisableEncryptionProtection
- EnableEncryptionProtection
- AcquireClusterAdminRole
- CreateClusterEndpoint
- CreateClusterEndpointVip
- DeleteCluster
- DeleteClusterEndpoint
- DeleteClusterEndpointVip
- DescribeAvailableClusterVersion
- DescribeClusterAuthenticationOptions
- DescribeClusterCommonNames
- DescribeClusterEndpointStatus
- DescribeClusterEndpointVipStatus
- DescribeClusterEndpoints
- DescribeClusterKubeconfig
- DescribeClusterLevelAttribute
- DescribeClusterLevelChangeRecords
- DescribeClusterSecurity
- DescribeClusterStatus
- DescribeClusters
- DescribeEdgeAvailableExtraArgs
- DescribeEdgeClusterExtraArgs
- DescribeResourceUsage
- DisableClusterDeletionProtection
- EnableClusterDeletionProtection
- GetClusterLevelPrice
- GetUpgradeInstanceProgress
- ModifyClusterAttribute
- ModifyClusterAuthenticationOptions
- ModifyClusterEndpointSP
- UpgradeClusterInstances
- CreateCluster
- UpdateClusterVersion
- UpdateClusterKubeconfig
- DescribeBackupStorageLocations
- DeleteBackupStorageLocation
- CreateBackupStorageLocation
- Add-on APIs
- Network APIs
- Node APIs
- Node Pool APIs
- TKE Edge Cluster APIs
- DescribeTKEEdgeScript
- DescribeTKEEdgeExternalKubeconfig
- DescribeTKEEdgeClusters
- DescribeTKEEdgeClusterStatus
- DescribeTKEEdgeClusterCredential
- DescribeEdgeClusterInstances
- DescribeEdgeCVMInstances
- DescribeECMInstances
- DescribeAvailableTKEEdgeVersion
- DeleteTKEEdgeCluster
- DeleteEdgeClusterInstances
- DeleteEdgeCVMInstances
- DeleteECMInstances
- CreateTKEEdgeCluster
- CreateECMInstances
- CheckEdgeClusterCIDR
- ForwardTKEEdgeApplicationRequestV3
- UninstallEdgeLogAgent
- InstallEdgeLogAgent
- DescribeEdgeLogSwitches
- CreateEdgeLogConfig
- CreateEdgeCVMInstances
- UpdateEdgeClusterVersion
- DescribeEdgeClusterUpgradeInfo
- Cloud Native Monitoring APIs
- Virtual node APIs
- Other APIs
- Scaling group APIs
- Data Types
- Error Codes
- API Mapping Guide
- TKE Insight
- TKE Scheduling
- FAQs
- Service Agreement
- Contact Us
- Purchase Channels
- Glossary
- User Guide(Old)
- Release Notes and Announcements
- Release Notes
- Announcements
- qGPU Service Adjustment
- Version Upgrade of Master Add-On of TKE Managed Cluster
- Upgrading tke-monitor-agent
- Discontinuing TKE API 2.0
- Instructions on Cluster Resource Quota Adjustment
- Discontinuing Kubernetes v1.14 and Earlier Versions
- Deactivation of Scaling Group Feature
- Notice on TPS Discontinuation on May 16, 2022 at 10:00 (UTC +8)
- Basic Monitoring Architecture Upgrade
- Starting Charging on Managed Clusters
- Instructions on Stopping Delivering the Kubeconfig File to Nodes
- Security Vulnerability Fix Description
- Release Notes
- Product Introduction
- Purchase Guide
- Quick Start
- TKE General Cluster Guide
- TKE General Cluster Overview
- Purchase a TKE General Cluster
- High-risk Operations of Container Service
- Deploying Containerized Applications in the Cloud
- Kubernetes API Operation Guide
- Open Source Components
- Permission Management
- Cluster Management
- Cluster Overview
- Cluster Hosting Modes Introduction
- Cluster Lifecycle
- Creating a Cluster
- Deleting a Cluster
- Cluster Scaling
- Changing the Cluster Operating System
- Connecting to a Cluster
- Upgrading a Cluster
- Enabling IPVS for a Cluster
- Enabling GPU Scheduling for a Cluster
- Custom Kubernetes Component Launch Parameters
- Using KMS for Kubernetes Data Source Encryption
- Images
- Worker node introduction
- Normal Node Management
- Native Node Management
- Overview
- Purchasing Native Nodes
- Lifecycle of a Native Node
- Native Node Parameters
- Creating Native Nodes
- Deleting Native Nodes
- Self-Heal Rules
- Declarative Operation Practice
- Native Node Scaling
- In-place Pod Configuration Adjustment
- Enabling SSH Key Login for a Native Node
- Management Parameters
- Enabling Public Network Access for a Native Node
- Supernode management
- Registered Node Management
- GPU Share
- Kubernetes Object Management
- Overview
- Namespace
- Workload
- Deployment Management
- StatefulSet Management
- DaemonSet Management
- Job Management
- CronJob Management
- Setting the Resource Limit of Workload
- Setting the Scheduling Rule for a Workload
- Setting the Health Check for a Workload
- Setting the Run Command and Parameter for a Workload
- Using a Container Image in a TCR Enterprise Instance to Create a Workload
- Auto Scaling
- Configuration
- Register node management
- Service Management
- Ingress Management
- Storage Management
- Application and Add-On Feature Management Description
- Add-On Management
- Add-on Overview
- Add-On Lifecycle Management
- CBS-CSI Description
- UserGroupAccessControl
- COS-CSI
- CFS-CSI
- P2P
- OOMGuard
- TCR Introduction
- TCR Hosts Updater
- DNSAutoscaler
- NodeProblemDetectorPlus Add-on
- NodeLocalDNSCache
- Network Policy
- DynamicScheduler
- DeScheduler
- Nginx-ingress
- HPC
- Description of tke-monitor-agent
- GPU-Manager Add-on
- CFSTURBO-CSI
- tke-log-agent
- Helm Application
- Application Market
- Network Management
- Container Network Overview
- GlobalRouter Mode
- VPC-CNI Mode
- VPC-CNI Mode
- Multiple Pods with Shared ENI Mode
- Pods with Exclusive ENI Mode
- Static IP Address Mode Instructions
- Non-static IP Address Mode Instructions
- Interconnection Between VPC-CNI and Other Cloud Resources/IDC Resources
- Security Group of VPC-CNI Mode
- Instructions on Binding an EIP to a Pod
- VPC-CNI Component Description
- Limits on the Number of Pods in VPC-CNI Mode
- Cilium-Overlay Mode
- OPS Center
- Log Management
- Backup Center
- Cloud Native Monitoring
- Remote Terminals
- TKE Serverless Cluster Guide
- TKE Edge Cluster Guide
- TKE Registered Cluster Guide
- TKE Container Instance Guide
- Cloud Native Service Guide
- Best Practices
- Cluster
- Cluster Migration
- Serverless Cluster
- Edge Cluster
- Security
- Service Deployment
- Hybrid Cloud
- Network
- DNS
- Using Network Policy for Network Access Control
- Deploying NGINX Ingress on TKE
- Nginx Ingress High-Concurrency Practices
- Nginx Ingress Best Practices
- Limiting the bandwidth on pods in TKE
- Directly connecting TKE to the CLB of pods based on the ENI
- Use CLB-Pod Direct Connection on TKE
- Obtaining the Real Client Source IP in TKE
- Using Traefik Ingress in TKE
- Release
- Logs
- Monitoring
- OPS
- Removing and Re-adding Nodes from and to Cluster
- Using Ansible to Batch Operate TKE Nodes
- Using Cluster Audit for Troubleshooting
- Renewing a TKE Ingress Certificate
- Using cert-manager to Issue Free Certificates
- Using cert-manager to Issue Free Certificate for DNSPod Domain Name
- Using the TKE NPDPlus Plug-In to Enhance the Self-Healing Capability of Nodes
- Using kubecm to Manage Multiple Clusters kubeconfig
- Quick Troubleshooting Using TKE Audit and Event Services
- Customizing RBAC Authorization in TKE
- Clearing De-registered Tencent Cloud Account Resources
- Terraform
- DevOps
- Auto Scaling
- Cluster Auto Scaling Practices
- Using tke-autoscaling-placeholder to Implement Auto Scaling in Seconds
- Installing metrics-server on TKE
- Using Custom Metrics for Auto Scaling in TKE
- Utilizing HPA to Auto Scale Businesses on TKE
- Using VPA to Realize Pod Scaling up and Scaling down in TKE
- Adjusting HPA Scaling Sensitivity Based on Different Business Scenarios
- Storage
- Containerization
- Microservice
- Cost Management
- Fault Handling
- Disk Full
- High Workload
- Memory Fragmentation
- Cluster DNS Troubleshooting
- Cluster kube-proxy Troubleshooting
- Cluster API Server Inaccessibility Troubleshooting
- Service and Ingress Inaccessibility Troubleshooting
- Troubleshooting for Pod Network Inaccessibility
- Pod Status Exception and Handling
- Authorizing Tencent Cloud OPS Team for Troubleshooting
- Engel Ingres appears in Connechtin Reverside
- CLB Loopback
- CLB Ingress Creation Error
- API Documentation
- History
- Introduction
- API Category
- Making API Requests
- Cluster APIs
- DescribeEncryptionStatus
- DisableEncryptionProtection
- EnableEncryptionProtection
- AcquireClusterAdminRole
- CreateClusterEndpoint
- CreateClusterEndpointVip
- DeleteCluster
- DeleteClusterEndpoint
- DeleteClusterEndpointVip
- DescribeAvailableClusterVersion
- DescribeClusterAuthenticationOptions
- DescribeClusterCommonNames
- DescribeClusterEndpointStatus
- DescribeClusterEndpointVipStatus
- DescribeClusterEndpoints
- DescribeClusterKubeconfig
- DescribeClusterLevelAttribute
- DescribeClusterLevelChangeRecords
- DescribeClusterSecurity
- DescribeClusterStatus
- DescribeClusters
- DescribeEdgeAvailableExtraArgs
- DescribeEdgeClusterExtraArgs
- DescribeResourceUsage
- DisableClusterDeletionProtection
- EnableClusterDeletionProtection
- GetClusterLevelPrice
- GetUpgradeInstanceProgress
- ModifyClusterAttribute
- ModifyClusterAuthenticationOptions
- ModifyClusterEndpointSP
- UpgradeClusterInstances
- CreateCluster
- UpdateClusterVersion
- UpdateClusterKubeconfig
- DescribeBackupStorageLocations
- DeleteBackupStorageLocation
- CreateBackupStorageLocation
- Add-on APIs
- Network APIs
- Node APIs
- Node Pool APIs
- TKE Edge Cluster APIs
- DescribeTKEEdgeScript
- DescribeTKEEdgeExternalKubeconfig
- DescribeTKEEdgeClusters
- DescribeTKEEdgeClusterStatus
- DescribeTKEEdgeClusterCredential
- DescribeEdgeClusterInstances
- DescribeEdgeCVMInstances
- DescribeECMInstances
- DescribeAvailableTKEEdgeVersion
- DeleteTKEEdgeCluster
- DeleteEdgeClusterInstances
- DeleteEdgeCVMInstances
- DeleteECMInstances
- CreateTKEEdgeCluster
- CreateECMInstances
- CheckEdgeClusterCIDR
- ForwardTKEEdgeApplicationRequestV3
- UninstallEdgeLogAgent
- InstallEdgeLogAgent
- DescribeEdgeLogSwitches
- CreateEdgeLogConfig
- CreateEdgeCVMInstances
- UpdateEdgeClusterVersion
- DescribeEdgeClusterUpgradeInfo
- Cloud Native Monitoring APIs
- Virtual node APIs
- Other APIs
- Scaling group APIs
- Data Types
- Error Codes
- API Mapping Guide
- TKE Insight
- TKE Scheduling
- FAQs
- Service Agreement
- Contact Us
- Purchase Channels
- Glossary
- User Guide(Old)
This document offers answers to some questions that you may have when building a deep learning container image and running deep learning in TKE Serverless Cluster.
How does a container access the public network?
As you may need to download training datasets during a task, access to the public network may be required. However, a container in its initial status cannot access the public network, and if you directly run a command with dataset download, the following error will be reported:
W tensorflow/core/platform/cloud/google_auth_provider.cc:184] All attempts to get a Google authentication bearer token failed, returning an empty token. Retrieving token from files failed with "Not found: Could not locate the credentials file.". Retrieving token from GCE failed with "Failed precondition: Error executing an HTTP request: libcurl code 6 meaning 'Couldn't resolve host name', error details: Could not resolve host: metadata".E tensorflow/core/platform/cloud/curl_http_request.cc:614] The transmission of request 0x5b328e0 (URI: https://www.googleapis.com/storage/v1/b/tfds-data/o/dataset_info%2Fmnist%2F3.0.1?fields=size%2Cgeneration%2Cupdated) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted....
For the above problem, two public network access methods are provided:
NAT Gateway: It is suitable for scenarios where multiple Pods in the same virtual private cloud (VPC) need to interconnect with the public network. For more information, see Accessing Internet through NAT Gateway.
Note
The created NAT gateway and route table need to be in the same region and VPC as the TKE serverless cluster.
**Elastic IP (EIP)**: It is suitable for scenarios where one or a few Pods need to interconnect with the public network. For more information, see Using EIP to Access Public Network.
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