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change config path in test_run_transformers.py #35

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Oct 20, 2023
Merged

change config path in test_run_transformers.py #35

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96 changes: 46 additions & 50 deletions test_run_transformers.py
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Original file line number Diff line number Diff line change
@@ -1,8 +1,9 @@
# Training script for LazyConfig models
try:
# ignore ShapelyDeprecationWarning from fvcore
from shapely.errors import ShapelyDeprecationWarning
import warnings

from shapely.errors import ShapelyDeprecationWarning
warnings.filterwarnings('ignore', category=ShapelyDeprecationWarning)

except:
Expand All @@ -15,73 +16,68 @@
# Setup detectron2 logger
import detectron2
from detectron2.utils.logger import setup_logger

setup_logger()

# import some common libraries
import numpy as np
import os, json, cv2, random
import argparse
import copy
import gc
import json
import logging
import os
import random
import sys
import gc


# import some common detectron2 utilities
from detectron2 import model_zoo
from detectron2.engine import DefaultPredictor
from detectron2.config import get_cfg
from detectron2.utils.visualizer import Visualizer
from detectron2.data import MetadataCatalog, DatasetCatalog
from detectron2.data import build_detection_train_loader
from detectron2.engine import DefaultTrainer
from detectron2.engine import DefaultTrainer,SimpleTrainer, HookBase, default_argument_parser, default_setup, hooks, launch
import time
import weakref
from typing import Dict, List, Optional
import detectron2.solver as solver
import detectron2.modeling as modeler

import cv2
import detectron2.checkpoint as checkpointer
import detectron2.data as data
import detectron2.data.transforms as T
import detectron2.checkpoint as checkpointer
from detectron2.data import detection_utils as utils
import detectron2.modeling as modeler
import detectron2.solver as solver
import detectron2.utils.comm as comm

import weakref
import copy
import imgaug.augmenters.blur as blur
import imgaug.augmenters.flip as flip
# import some common libraries
import numpy as np
import torch
import time

# import some common detectron2 utilities
from detectron2 import model_zoo
from detectron2.config import get_cfg
from detectron2.data import (DatasetCatalog, MetadataCatalog,
build_detection_train_loader)
from detectron2.data import detection_utils as utils
from detectron2.engine import (DefaultPredictor, DefaultTrainer, HookBase,
SimpleTrainer, default_argument_parser,
default_setup, hooks, launch)
from detectron2.utils.visualizer import Visualizer

from astrodet import astrodet as toolkit
from astrodet import detectron as detectron_addons

import imgaug.augmenters.flip as flip
import imgaug.augmenters.blur as blur


# Prettify the plotting
from astrodet.astrodet import set_mpl_style

set_mpl_style()


from detectron2.structures import BoxMode
import glob

from astropy.io import fits
from detectron2.checkpoint import DetectionCheckpointer
from detectron2.config import LazyConfig, instantiate
from detectron2.engine.defaults import create_ddp_model
from astropy.io import fits
import glob
from astrodet.detectron import _transform_to_aug

from detectron2.solver import build_lr_scheduler
from detectron2.structures import BoxMode

from deepdisc.model.models import return_lazy_model
from deepdisc.model.loaders import return_train_loader
from deepdisc.model.loaders import return_test_loader
from deepdisc.model.trainers import return_lazy_trainer
from deepdisc.model.trainers import return_evallosshook
from deepdisc.model.trainers import return_schedulerhook
from deepdisc.model.trainers import return_savehook
from deepdisc.model.trainers import return_optimizer

from astrodet.detectron import _transform_to_aug
from deepdisc.data_format.file_io import get_data_from_json
from deepdisc.model.loaders import return_test_loader, return_train_loader
from deepdisc.model.models import return_lazy_model
from deepdisc.model.trainers import (return_evallosshook, return_lazy_trainer,
return_optimizer, return_savehook,
return_schedulerhook)


def main(train_head,args):
Expand All @@ -96,16 +92,16 @@ def main(train_head,args):
alphas = args.alphas
modname = args.modname
if modname =='swin':
cfgfile = '/home/g4merz/detectron2/projects/ViTDet/configs/COCO/cascade_mask_rcnn_swin_b_in21k_50ep.py'
initwfile= '/home/g4merz/detectron2/projects/ViTDet/model_final_246a82.pkl'
cfgfile = '/home/shared/hsc/detectron2/projects/ViTDet/configs/COCO/cascade_mask_rcnn_swin_b_in21k_50ep.py'
initwfile= '/home/shared/hsc/detectron2/projects/ViTDet/model_final_246a82.pkl'
elif modname =='mvitv2':
cfgfile = '/home/g4merz/detectron2/projects/ViTDet/configs/COCO/cascade_mask_rcnn_mvitv2_b_in21k_100ep.py'
initwfile = '/home/g4merz/detectron2/projects/ViTDet/model_final_8c3da3.pkl'
cfgfile = '/home/shared/hsc/detectron2/projects/ViTDet/configs/COCO/cascade_mask_rcnn_mvitv2_b_in21k_100ep.py'
initwfile = '/home/shared/hsc/detectron2/projects/ViTDet/model_final_8c3da3.pkl'

elif modname=='vitdet':
cfgfile = '/home/g4merz/detectron2/projects/ViTDet/configs/COCO/mask_rcnn_vitdet_b_100ep.py'
cfgfile = '/home/shared/hsc/detectron2/projects/ViTDet/configs/COCO/mask_rcnn_vitdet_b_100ep.py'
#initwfile = '/home/g4merz/deblend/detectron2/projects/ViTDet/model_final_435fa9.pkl'
initwfile = '/home/g4merz/detectron2/projects/ViTDet/model_final_61ccd1.pkl'
initwfile = '/home/shared/hsc/detectron2/projects/ViTDet/model_final_61ccd1.pkl'

datatype=args.dtype
if datatype==8:
Expand Down
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