mirror of https://github.com/open-mmlab/mmocr.git
38 lines
985 B
Python
38 lines
985 B
Python
_base_ = [
|
|
'_base_fcenet_resnet50_fpn.py',
|
|
'../_base_/datasets/icdar2015.py',
|
|
'../_base_/default_runtime.py',
|
|
'../_base_/schedules/schedule_sgd_base.py',
|
|
]
|
|
|
|
optim_wrapper = dict(optimizer=dict(lr=1e-3, weight_decay=5e-4))
|
|
train_cfg = dict(max_epochs=1500)
|
|
# learning policy
|
|
param_scheduler = [
|
|
dict(type='PolyLR', power=0.9, eta_min=1e-7, end=1500),
|
|
]
|
|
|
|
# dataset settings
|
|
ic15_det_train = _base_.ic15_det_train
|
|
ic15_det_test = _base_.ic15_det_test
|
|
ic15_det_train.pipeline = _base_.train_pipeline
|
|
ic15_det_test.pipeline = _base_.test_pipeline
|
|
|
|
train_dataloader = dict(
|
|
batch_size=8,
|
|
num_workers=4,
|
|
persistent_workers=True,
|
|
sampler=dict(type='DefaultSampler', shuffle=True),
|
|
dataset=ic15_det_train)
|
|
|
|
val_dataloader = dict(
|
|
batch_size=1,
|
|
num_workers=1,
|
|
persistent_workers=True,
|
|
sampler=dict(type='DefaultSampler', shuffle=False),
|
|
dataset=ic15_det_test)
|
|
|
|
test_dataloader = val_dataloader
|
|
|
|
auto_scale_lr = dict(base_batch_size=8)
|