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JIT MLPs of IN #380

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Merged
merged 1 commit into from
Jul 28, 2023
Merged

JIT MLPs of IN #380

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21 changes: 13 additions & 8 deletions src/gnn_tracking/models/interaction_network.py
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Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
import torch
from pytorch_lightning.core.mixins import HyperparametersMixin
from torch import Tensor as T
from torch.jit import script as jit
from torch_geometric.nn import MessagePassing

from gnn_tracking.models.mlp import MLP
Expand Down Expand Up @@ -33,15 +34,19 @@ def __init__(
"""
super().__init__(aggr=aggr, flow="source_to_target")
self.save_hyperparameters()
self.relational_model = MLP(
2 * node_indim + edge_indim,
edge_outdim,
edge_hidden_dim,
self.relational_model = jit(
MLP(
2 * node_indim + edge_indim,
edge_outdim,
edge_hidden_dim,
)
)
self.object_model = MLP(
node_indim + edge_outdim,
node_outdim,
node_hidden_dim,
self.object_model = jit(
MLP(
node_indim + edge_outdim,
node_outdim,
node_hidden_dim,
)
)
self._e_tilde: T | None = None

Expand Down