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[Not to be merged] Changes for profiling. #14

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[Not to be merged] Changes for profiling. #14

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7a4a12a
ignore wandb
Sep 14, 2022
0377b96
ignore more
Sep 14, 2022
718ea89
push changes
Sep 14, 2022
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4 changes: 4 additions & 0 deletions .gitignore
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Original file line number Diff line number Diff line change
@@ -0,0 +1,4 @@
wandb/
*.sh
*.txt

5 changes: 5 additions & 0 deletions net_train.py
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Expand Up @@ -20,6 +20,8 @@
import pytorch_lightning as pl
from pytorch_lightning.callbacks import ModelCheckpoint
from pytorch_lightning import loggers
from pytorch_lightning.profiler import SimpleProfiler


from simnet.lib.net import common
from simnet.lib import datapoint
Expand Down Expand Up @@ -69,6 +71,8 @@ def draw_detections(
model = PanopticModel(hparams, epochs, train_ds, EvalMethod())
model_checkpoint = ModelCheckpoint(filepath=hparams.output, save_top_k=-1, period=1, mode='max')
wandb_logger = loggers.WandbLogger(name=hparams.wandb_name, project='CenterSnap')

profiler = SimpleProfiler()

if hparams.finetune_real:
trainer = pl.Trainer(
Expand All @@ -94,6 +98,7 @@ def draw_detections(
default_save_path=hparams.output,
use_amp=False,
print_nan_grads=True,
profiler=profiler
)

trainer.fit(model)
2 changes: 1 addition & 1 deletion simnet/lib/net/dataset.py
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Expand Up @@ -49,7 +49,7 @@ def __init__(self, dataset_uri, hparams, preprocess_image_func=None, datapoint_d
super().__init__()
if datapoint_dataset is None:
datapoint_dataset = datapoint.make_dataset(dataset_uri)
self.datapoint_handles = datapoint_dataset.list()
self.datapoint_handles = datapoint_dataset.list()[:200]
# No need to shuffle, already shufled based on random uids
self.hparams = hparams
if preprocess_image_func is None:
Expand Down