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ntoand/molemap_phase2_base

By ntoand

•Updated about 5 years ago

base image to deploy molemap models

Image
0

926

ntoand/molemap_phase2_base repository overview

⁠Overview

  • This is base docker image for deploying molemap models.
  • We mount the pytorch code to /molemap_dir and checkpoints to /checkpoints.
  • The checkpoints folder stores checkpoints for models and weights for train models e.g. resnet50
  • Example of checkpoints folder:
(base) toand@192-168-1-119 checkpoints % tree
.
├── resnet50-19c8e357.pth
├── v4
│   └── checkpoint.pth
├── v4_full
│   └── checkpoint.pth
├── v4_mac
│   └── checkpoint.pth
└── v4_mac_full
    └── checkpoint.pth

⁠Build docker image

cd molemap_phase2_base
docker build . -t molemap_phase2_base

⁠Check built image

docker images

⁠Run with an interative mode

docker run --rm -it -v /absolute/path/to/source:/molemap_dir -v /absolute/path/to/checkpoints:/checkpoints -e PORT=PORT -p PORT:PORT molemap_phase2_base

Example:
docker run --rm -it -v /Users/toand/git/merc/ai/molemap/docker/phase2_deploy/resnet50_transformer:/molemap_dir -v /Users/toand/git/merc/ai/molemap/docker/phase2_deploy/checkpoints:/checkpoints -e PORT=3000 -p 3000:3000 molemap_phase2_base

⁠Run as daemon

docker run -d -v /absolute/path/to/source:/molemap_dir -v /absolute/path/to/checkpoints:/checkpoints -e PORT=PORT -p PORT:PORT molemap_phase2_base

Tag summary

Content type

Image

Digest

Size

1.6 GB

Last updated

about 5 years ago

docker pull ntoand/molemap_phase2_base