Hydra ListConfig objects are not dynamically interploated.
RafayAK opened this issue · comments
Hi, there is a small bug/oversight when using Hydra's dynamically interploated configurations. This issue is particularly in regards to the tags list in the experiment.yaml, for example.
tags:
- "mnist"
- "simple_dense_net"
- ${task_name} # should be dynamically interpolated
- batch_size_${data.batch_size} # should also be dynamically interpolated
seed: 12345
trainer:
min_epochs: 10
max_epochs: 10
gradient_clip_val: 0.5
...
...
logger:
wandb:
tags: ${tags}
group: "mnist"
aim:
experiment: "mnist"
The tags list gets correctly resolved when Wandb configs are resolved but the tags them selves are not dynamically resolved when the config tree is printed:
CONFIG
├── data
│ └── _target_: src.data.mnist_datamodule.MNISTDataModule
| ....
│
├── model
│ └── _target_: src.models.mnist_module.MNISTLitModule
│ ...
│
├── callbacks
│ └── ...
│
├── logger
│ └── wandb:
│ tags:
│ - mnist
│ - simple_dense_net
│ - train # RESOLVED
│ - batch_size_64 # RESOLVED
│ group: mnist
│ aim:
│ experiment: mnist
│
...
...
├── task_name
│ └── train
├── tags
│ └── ['mnist', 'simple_dense_net', '${task_name}', 'batch_size_${data.batch_size}'] # UNRESOLVED