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ModelZoo
ResNet50_tensorflow
Commits
b8849274
Commit
b8849274
authored
Mar 23, 2022
by
Fan Yang
Committed by
A. Unique TensorFlower
Mar 23, 2022
Browse files
Internal change
PiperOrigin-RevId: 436852559
parent
c166ae02
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official/projects/vit/configs/image_classification.py
official/projects/vit/configs/image_classification.py
+6
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official/projects/vit/configs/image_classification.py
View file @
b8849274
...
...
@@ -13,37 +13,30 @@
# limitations under the License.
"""Image classification configuration definition."""
import
os
from
typing
import
List
,
Optional
import
dataclasses
import
os
from
typing
import
Optional
from
official.core
import
config_definitions
as
cfg
from
official.core
import
exp_factory
from
official.core
import
task_factory
from
official.modeling
import
hyperparams
from
official.modeling
import
optimization
from
official.projects.vit.configs
import
backbones
from
official.vision.configs
import
common
from
official.vision.configs
import
image_classification
as
img_cls_cfg
from
official.projects.vit.configs
import
backbones
from
official.vision.tasks
import
image_classification
# pytype: disable=wrong-keyword-args
DataConfig
=
img_cls_cfg
.
DataConfig
@
dataclasses
.
dataclass
class
ImageClassificationModel
(
hyperparams
.
Config
):
class
ImageClassificationModel
(
img_cls_cfg
.
ImageClassificationModel
):
"""The model config."""
num_classes
:
int
=
0
input_size
:
List
[
int
]
=
dataclasses
.
field
(
default_factory
=
list
)
backbone
:
backbones
.
Backbone
=
backbones
.
Backbone
(
type
=
'vit'
,
vit
=
backbones
.
VisionTransformer
())
dropout_rate
:
float
=
0.0
norm_activation
:
common
.
NormActivation
=
common
.
NormActivation
(
use_sync_bn
=
False
)
# Adds a BatchNormalization layer pre-GlobalAveragePooling in classification
add_head_batch_norm
:
bool
=
False
kernel_initializer
:
str
=
'random_uniform'
@
dataclasses
.
dataclass
...
...
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