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removed 'BatchKey' from 'encoders.py' and replaced necessary parts with strings... #329

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removed 'BatchKey' from 'encoders.py' and replaced necessary parts with strings... #329

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removed 'BatchKey' from 'encoders.py' and replaced necessary parts wi…
devojyotimisra Mar 1, 2025
19fa768
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Mar 1, 2025
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8 changes: 5 additions & 3 deletions pvnet/models/multimodal/site_encoders/encoders.py
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Original file line number Diff line number Diff line change
Expand Up @@ -4,7 +4,9 @@

import einops
import torch
from ocf_datapipes.batch import BatchKey

# removed BatchKey import
# from ocf_datapipes.batch import BatchKey
from torch import nn

from pvnet.models.multimodal.linear_networks.networks import ResFCNet2
Expand Down Expand Up @@ -75,13 +77,13 @@ def __init__(
)

def _calculate_attention(self, x):
gsp_ids = x[BatchKey.gsp_id].squeeze().int()
gsp_ids = x["gsp_id"].squeeze().int() # removed BatchKey
attention = self._attention_network(gsp_ids)
return attention

def _encode_value(self, x):
# Shape: [batch size, sequence length, PV site]
pv_site_seqs = x[BatchKey.pv].float()
pv_site_seqs = x["pv"].float() # removed BatchKey
batch_size = pv_site_seqs.shape[0]

pv_site_seqs = pv_site_seqs.swapaxes(1, 2).flatten(0, 1)
Expand Down