Skip to content

Fix propagation of 'device' setting from 'models.load_network' to `la… #2

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

Open
egorssed wants to merge 1 commit into
base: main
Choose a base branch
from
Open

Fix propagation of 'device' setting from 'models.load_network' to `la… #2

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
3 changes: 2 additions & 1 deletion src/layers.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -54,6 +54,7 @@ def __init__(
union_tp=None,
dropout=0.0,
no_mix=True,
device = 'cuda'
):
super().__init__()
assert embed_time % num_heads == 0
Expand All @@ -69,7 +70,7 @@ def __init__(
nn.Linear(embed_time, embed_time, bias=False),
nn.Linear(input_size * num_heads, nhidden, bias=False)
])
self.time_emb = TimeEmbedding(embed_time, arg='periodic')
self.time_emb = TimeEmbedding(embed_time, arg='periodic',device=device)
self.dropout = nn.Dropout(p=dropout)
self.union_tp = union_tp
self.no_mix = no_mix
Expand Down
3 changes: 3 additions & 0 deletions src/models.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -26,6 +26,7 @@ def load_network(args, dim, union_tp=None, device="cuda"):
mse_weight=args.mse_weight,
norm=args.norm,
mixing=args.mixing,
device=device
).to(device)
elif args.net == 'hetvae_det':
net = HeTVAE_DET(
Expand All @@ -46,6 +47,7 @@ def load_network(args, dim, union_tp=None, device="cuda"):
mse_weight=args.mse_weight,
norm=args.norm,
mixing=args.mixing,
device=device
).to(device)
elif args.net == 'hetvae_prob':
net = HeTVAE_PROB(
Expand All @@ -66,6 +68,7 @@ def load_network(args, dim, union_tp=None, device="cuda"):
mse_weight=args.mse_weight,
norm=args.norm,
mixing=args.mixing,
device=device
).to(device)
else:
raise ValueError("Network not available")
Expand Down
3 changes: 3 additions & 0 deletions src/vae_models.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -243,12 +243,14 @@ def __init__(
intensity=self.intensity,
union_tp=self.union_tp,
no_mix=True,
device=self.device
)
self.decoder = UnTAN(
input_dim=self.latent_dim,
nhidden=self.nhidden,
embed_time=self.embed_time,
num_heads=self.num_heads,
device=self.device
)


Expand Down Expand Up @@ -276,6 +278,7 @@ def __init__(
nhidden=self.nhidden,
embed_time=self.embed_time,
num_heads=self.num_heads,
device=self.device
)

def encode(self, context_x, context_y):
Expand Down