georgian-io-archive/hydra

Issues

• Parallelize the job scheduling

  #88 opened 4 years ago by albertoa
  0

• Move to smart open to handle remote yaml files in cli.py

  #87 opened 4 years ago by albertoa
  0

• Remove hard coded values

  #86 opened 4 years ago by albertoa
  0

• Cost estimation in hydra

  #85 opened 4 years ago by coder46
  0

• Create Hydra library

  #84 opened 4 years ago by coder46
  0

• Use smart_open to support YAML config files using cloud object storage

  #82 opened 4 years ago by sayonsivakumaran
  0

• Address Onboarding Bugfixes Encountered with Disco

  #80 opened 4 years ago by sayonsivakumaran
  0

• Beam GCP Bug fix

  #79 opened 4 years ago by coder46
  0

• Add abstraction layer API to store metrics (Mlflow, RDS, comet.ml, etc)

  #77 opened 4 years ago by coder46
  0

• Add Database to store metadata of each run

  #75 opened 4 years ago by coder46
  0

• Support local/fast_local modes in Windows OS

  #74 opened 4 years ago by coder46
  0

• Add git dependency as a toggle in run.yaml OR using git patch as alternative

  #73 opened 4 years ago by coder46
  0

• IAC for AWS Batch Infra

  #69 opened 4 years ago by coder46
  0

• File not found error when running `local` and `gcp` mode

  #48 opened 4 years ago by coder46
  0

• Error when running on fast_local or local on hydra 0.3.4

  #29 opened 4 years ago by angeliney
  9

• Fix bug with GPU Training in AWS

  #59 opened 4 years ago by coder46
  0

• Create hydra init in Hydra

  #67 opened 4 years ago by sayonsivakumaran
  0

• AWS Batch - create separate queues for CPU and GPU workloads

  #66 opened 4 years ago by coder46
  0

• Store & Fetch DB Credentials in AWS Secrets Manager

  #65 opened 4 years ago by sayonsivakumaran
  0

• Setup MLFlow Tracking infra IAC

  #40 opened 4 years ago by coder46
  0

• IAC - Add optional modules to allow VPC and subnet creation within Terraform

  #64 opened 4 years ago by sayonsivakumaran
  0

• IAC - Automate Container Deployment in ECS Fargate

  #63 opened 4 years ago by sayonsivakumaran
  0

• Containerize MLFlow server into a Docker image

  #62 opened 4 years ago by sayonsivakumaran
  0

• IAC - Include Auto-Scaling policy in MLFlow ECS Cluster

  #61 opened 4 years ago by sayonsivakumaran
  0

• Track grid runs as a single unit

  #37 opened 4 years ago by coder46
  0

• AWS - fix issue with disk getting full during training

  #60 opened 4 years ago by coder46
  0

• IAC - add iac for instrumentation alerting

  #58 opened 4 years ago by coder46
  0

• Create utility to access MLFlow creds securely - AWS & GCP

  #53 opened 4 years ago by coder46
  0

• Allow for training even with uncommitted changes

  #54 opened 4 years ago by coder46
  0

• Install Hydra and look for improvements in documentation

  #43 opened 4 years ago by coder46
  1

• Add options to add mlflow tracking url to hydra yaml config

  #42 opened 4 years ago by coder46
  1

• Releasing to PyPI using github actions

  #22 opened 4 years ago by coder46
  0

• Add AWS Support

  #26 opened 4 years ago by coder46
  0

• Alchemy classifier training on Hydra

  #39 opened 4 years ago by coder46
  0

• Clone Hydra-ml-projects repo and submit training jobs for GCP, AWS, local and fast_local modes

  #44 opened 4 years ago by coder46
  0

• Dynamically find available training backends

  #52 opened 4 years ago by MJafarMashhadi
  0

• AWS Batch jobs stuck in RUNNABLE state

  #51 opened 4 years ago by coder46
  0

• Cannot find "HYDRA_PLATFORM" in os.environ with fast_local

  #38 opened 4 years ago by angeliney
  0

• Using exception subclasses

  #49 opened 4 years ago by MJafarMashhadi
  0

• Create a project using MLFlow and train using hydra

  #41 opened 4 years ago by coder46
  0

• Persist job artifacts to S3

  #33 opened 4 years ago by coder46
  2

• GCP showing not enough compute credits

  #23 opened 4 years ago by coder46
  0

• Setting up encryption for training datasets

  #25 opened 4 years ago by coder46
  0

• Store job metadata onto a database

  #36 opened 4 years ago by coder46
  0

• Download datasets/artifacts from a predefined S3 path prior to job run

  #35 opened 4 years ago by coder46
  0

• Allow live debugging on training jobs

  #34 opened 4 years ago by coder46
  0

• Stream job logs via command line or Cloudwatch

  #32 opened 4 years ago by coder46
  0

• Test

  #31 opened 4 years ago by coder46
  0

• Add test coverage to github actions

  #12 opened 4 years ago by coder46
  0

• Pip install failing

  #21 opened 4 years ago by tsa87
  0