aws-samples amazon-eks-machine-learning-with-terraform-and-kubeflow issues

aws-samples / amazon-eks-machine-learning-with-terraform-and-kubeflow

Distributed training using Kubeflow on Amazon EKS

Apache License 2.0

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nemo-megatron container needs fixed version for transformers and datasets

#102 ajayvohra2005 closed 3 months ago
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neuronx-nemo-megatron examples have runtime error saving checkpoint with save_xser=True

#101 ajayvohra2005 closed 3 months ago
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Machine learning data process chart needs support for creating inline scripts

#100 ajayvohra2005 closed 4 months ago
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Add Helm chart for databtricks-dolly-15k dataset

#99 ajayvohra2005 closed 4 months ago
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Need Helm chart for Hugging Face model snapshot download

#98 ajayvohra2005 closed 4 months ago
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Neuronx distributed Llama2 examples do not load latest checkpoint if it exists

#97 ajayvohra2005 closed 4 months ago
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Red pajama dataset download link is defunct

#96 ajayvohra2005 closed 4 months ago
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neuronx-distributed examples save up to last 10 checkpoints which consumes too much disk space

#95 ajayvohra2005 closed 4 months ago
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neuronx-nemo-megatron examples need checkpointing enabled

#94 ajayvohra2005 closed 4 months ago
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Nueronx distributed Llama2 7B PyTorch Lightning example has fatal error during checkpointing

#93 ajayvohra2005 opened 4 months ago
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Can use the Kiali dashboard ?

#92 HanHoRang31 opened 5 months ago
1
Creating FSx for Lustre Data Repository Association: BadRequest: Amazon FSx is unable to validate access to the S3 bucket.

#91 HanHoRang31 closed 5 months ago
12
How do I set MAXPOD in EKS ?

#90 HanHoRang31 opened 5 months ago
6
Torch distributed RuntimeError: Socket Timeout

#89 ajayvohra2005 opened 5 months ago
1
Machine learning charts for training need to support dynamic EBS volume

#88 ajayvohra2005 closed 5 months ago
0
Data process machine learning charts need to support dynamic EBS volume

#87 ajayvohra2005 closed 5 months ago
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Need EBS CSI driver storage class with volumeBindingMode WaitForFirstConsumer for EBS volume type gp3

#86 ajayvohra2005 closed 5 months ago
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Katib UI is not detecting auth request header

#85 ajayvohra2005 closed 5 months ago
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Allow FSx for Lustre file-system storage capacity to be configurable via Terraform variable

#84 ajayvohra2005 closed 5 months ago
1
Need a way to have Karpenter create single AZ GPU clusters when using EFA

#83 ajayvohra2005 closed 5 months ago
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The manifest file eks-cluster/utils/attach-pvc.yaml should attach to both efs and fsx pvcs

#82 ajayvohra2005 closed 5 months ago
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Git clone directory created by machine learning charts is not getting cleaned in case of failure

#81 ajayvohra2005 closed 5 months ago
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Some training jobs require VPC CIDR Ingress in EKS cluster managed security group

#80 ajayvohra2005 closed 5 months ago
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Helm chart pipeline step not does not complete when the job completes

#79 ajayvohra2005 closed 5 months ago
1
Helm charts pipeline does not show output of helm install command

#78 ajayvohra2005 closed 6 months ago
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Trainium clusters need to be in a single subnet for EFA collective communications

#77 ajayvohra2005 closed 6 months ago
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Helm chart kfp component does not need to include default values file

#76 ajayvohra2005 closed 6 months ago
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In machine-learning charts, pre_script needs to execute after git clone

#75 ajayvohra2005 closed 6 months ago
1
MaskRCNN related helm charts need to be relocated

#74 ajayvohra2005 closed 6 months ago
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FSx for Lustre automatic export to S3 is not configured correrctly

#73 ajayvohra2005 closed 6 months ago
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Need to refactor kubeflow platform charts into a single sub-folder

#72 ajayvohra2005 closed 6 months ago
1
Need to add script for configuring S3 backend for Terraform state

#71 ajayvohra2005 closed 6 months ago
0
EFA plugin helm chart install values are incorrect

#70 ajayvohra2005 closed 6 months ago
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build-ecr-images.sh script fails due to AWS login failure

#69 ajayvohra2005 closed 6 months ago
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Need to refactor top-level container and container-optimized folders under a new top-level containers folder

#68 ajayvohra2005 closed 6 months ago
1
Remove unused files

#67 ajayvohra2005 closed 6 months ago
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Need to add support for kubeflow components used in training

#66 ajayvohra2005 closed 7 months ago
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Helm chart pv-fsx template YAML files do not explicitly reference storage class name

#65 ajayvohra2005 closed 7 months ago
0
EFS and Fsx for Luster PVC attach pods get stuck in Terminating state

#64 ajayvohra2005 closed 7 months ago
0
The version of aws-ia/eks-blueprints-addons/aws used is not fixed

#63 ajayvohra2005 closed 7 months ago
0
Karpenter module is being used without a version which is breaking the module

#62 ajayvohra2005 closed 7 months ago
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Need to refactor Mask RCNN tutorial to separate training and testing Helm charts

#61 ajayvohra2005 closed 7 months ago
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Refactor kubectl_manifest into helm charts

#60 ajayvohra2005 closed 7 months ago
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Required file is in legacy folder

#59 ajayvohra2005 closed 8 months ago
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Need to refactor karpenter and kubeflow components into separate helm charts

#58 ajayvohra2005 closed 8 months ago
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Need to refactor terraform script into separate files

#57 ajayvohra2005 closed 8 months ago
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Replace provisioner local-exec with kubectl_manifest or helm_release

#56 ajayvohra2005 closed 8 months ago
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Add new terraform variables for system node group instance types and instance volume size

#55 ajayvohra2005 closed 8 months ago
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Use Karpenter to manage accelerator nodes

#54 ajayvohra2005 closed 8 months ago
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Need to add support for EC2 trn1 and inf2 instance types

#53 ajayvohra2005 closed 8 months ago
0