Skip to content

Added configuration for local rank for all the templates #197

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
vfdev-5 merged 1 commit into from
Jan 2, 2022
Merged

Added configuration for local rank for all the templates #197

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
5 changes: 4 additions & 1 deletion src/templates/template-text-classification/data.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -42,10 +42,12 @@ def __len__(self):


def setup_data(config):
#::: if (it.use_dist) { :::#
local_rank = idist.get_local_rank()

if local_rank > 0:
idist.barrier()
#::: } :::#

dataset_train, dataset_eval = load_dataset(
"imdb", split=["train", "test"], cache_dir=config.data_path
Expand All @@ -61,9 +63,10 @@ def setup_data(config):
dataset_eval = TransformerDataset(
test_texts, test_labels, tokenizer, config.max_length
)

#::: if (it.use_dist) { :::#
if local_rank == 0:
idist.barrier()
#::: } :::#

dataloader_train = idist.auto_dataloader(
dataset_train,
Expand Down
7 changes: 6 additions & 1 deletion src/templates/template-vision-dcgan/data.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -12,18 +12,21 @@ def setup_data(config: Any):
----------
config: needs to contain `data_path`, `train_batch_size`, `eval_batch_size`, and `num_workers`
"""
#::: if (it.use_dist) { :::#
local_rank = idist.get_local_rank()
#::: } :::#
transform = T.Compose(
[
T.Resize(64),
T.ToTensor(),
T.Normalize((0.5, 0.5, 0.5), (0.5, 0.5, 0.5)),
]
)

#::: if (it.use_dist) { :::#
if local_rank > 0:
# Ensure that only rank 0 download the dataset
idist.barrier()
#::: } :::#

dataset_train = torchvision.datasets.CIFAR10(
root=config.data_path,
Expand All @@ -38,9 +41,11 @@ def setup_data(config: Any):
transform=transform,
)
nc = 3
#::: if (it.use_dist) { :::#
if local_rank == 0:
# Ensure that only rank 0 download the dataset
idist.barrier()
#::: } :::#

dataloader_train = idist.auto_dataloader(
dataset_train,
Expand Down
5 changes: 4 additions & 1 deletion src/templates/template-vision-segmentation/data.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -177,14 +177,17 @@ def prepare_image_mask(batch, device, non_blocking):


def download_datasets(data_path):
#::: if (it.use_dist) { :::#
local_rank = idist.get_local_rank()
if local_rank > 0:
# Ensure that only rank 0 download the dataset
idist.barrier()
#::: } :::#

VOCSegmentation(data_path, image_set="train", download=True)
VOCSegmentation(data_path, image_set="val", download=True)

#::: if (it.use_dist) { :::#
if local_rank == 0:
# Ensure that only rank 0 download the dataset
idist.barrier()
#::: } :::#