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ModelZoo
ResNet50_tensorflow
Commits
3318370e
Commit
3318370e
authored
Sep 20, 2021
by
A. Unique TensorFlower
Browse files
Internal change
PiperOrigin-RevId: 397842944
parent
be1b336c
Changes
4
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4 changed files
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6 additions
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1 deletion
+6
-1
official/nlp/configs/pretraining_experiments.py
official/nlp/configs/pretraining_experiments.py
+2
-0
official/nlp/configs/wmt_transformer_experiments.py
official/nlp/configs/wmt_transformer_experiments.py
+1
-0
official/vision/beta/configs/image_classification.py
official/vision/beta/configs/image_classification.py
+1
-0
official/vision/beta/configs/maskrcnn.py
official/vision/beta/configs/maskrcnn.py
+2
-1
No files found.
official/nlp/configs/pretraining_experiments.py
View file @
3318370e
...
@@ -51,6 +51,7 @@ _TRAINER = cfg.TrainerConfig(
...
@@ -51,6 +51,7 @@ _TRAINER = cfg.TrainerConfig(
def
bert_pretraining
()
->
cfg
.
ExperimentConfig
:
def
bert_pretraining
()
->
cfg
.
ExperimentConfig
:
"""BERT pretraining experiment."""
"""BERT pretraining experiment."""
config
=
cfg
.
ExperimentConfig
(
config
=
cfg
.
ExperimentConfig
(
runtime
=
cfg
.
RuntimeConfig
(
enable_xla
=
True
),
task
=
masked_lm
.
MaskedLMConfig
(
task
=
masked_lm
.
MaskedLMConfig
(
train_data
=
pretrain_dataloader
.
BertPretrainDataConfig
(),
train_data
=
pretrain_dataloader
.
BertPretrainDataConfig
(),
validation_data
=
pretrain_dataloader
.
BertPretrainDataConfig
(
validation_data
=
pretrain_dataloader
.
BertPretrainDataConfig
(
...
@@ -70,6 +71,7 @@ def bert_dynamic() -> cfg.ExperimentConfig:
...
@@ -70,6 +71,7 @@ def bert_dynamic() -> cfg.ExperimentConfig:
TPU needs to run with tf.data service with round-robin behavior.
TPU needs to run with tf.data service with round-robin behavior.
"""
"""
config
=
cfg
.
ExperimentConfig
(
config
=
cfg
.
ExperimentConfig
(
runtime
=
cfg
.
RuntimeConfig
(
enable_xla
=
True
),
task
=
masked_lm
.
MaskedLMConfig
(
task
=
masked_lm
.
MaskedLMConfig
(
train_data
=
pretrain_dynamic_dataloader
.
BertPretrainDataConfig
(),
train_data
=
pretrain_dynamic_dataloader
.
BertPretrainDataConfig
(),
validation_data
=
pretrain_dataloader
.
BertPretrainDataConfig
(
validation_data
=
pretrain_dataloader
.
BertPretrainDataConfig
(
...
...
official/nlp/configs/wmt_transformer_experiments.py
View file @
3318370e
...
@@ -43,6 +43,7 @@ def wmt_transformer_large() -> cfg.ExperimentConfig:
...
@@ -43,6 +43,7 @@ def wmt_transformer_large() -> cfg.ExperimentConfig:
encdecoder
=
translation
.
EncDecoder
(
encdecoder
=
translation
.
EncDecoder
(
num_attention_heads
=
16
,
intermediate_size
=
hidden_size
*
4
)
num_attention_heads
=
16
,
intermediate_size
=
hidden_size
*
4
)
config
=
cfg
.
ExperimentConfig
(
config
=
cfg
.
ExperimentConfig
(
runtime
=
cfg
.
RuntimeConfig
(
enable_xla
=
True
),
task
=
translation
.
TranslationConfig
(
task
=
translation
.
TranslationConfig
(
model
=
translation
.
ModelConfig
(
model
=
translation
.
ModelConfig
(
encoder
=
encdecoder
,
encoder
=
encdecoder
,
...
...
official/vision/beta/configs/image_classification.py
View file @
3318370e
...
@@ -119,6 +119,7 @@ def image_classification_imagenet() -> cfg.ExperimentConfig:
...
@@ -119,6 +119,7 @@ def image_classification_imagenet() -> cfg.ExperimentConfig:
eval_batch_size
=
4096
eval_batch_size
=
4096
steps_per_epoch
=
IMAGENET_TRAIN_EXAMPLES
//
train_batch_size
steps_per_epoch
=
IMAGENET_TRAIN_EXAMPLES
//
train_batch_size
config
=
cfg
.
ExperimentConfig
(
config
=
cfg
.
ExperimentConfig
(
runtime
=
cfg
.
RuntimeConfig
(
enable_xla
=
True
),
task
=
ImageClassificationTask
(
task
=
ImageClassificationTask
(
model
=
ImageClassificationModel
(
model
=
ImageClassificationModel
(
num_classes
=
1001
,
num_classes
=
1001
,
...
...
official/vision/beta/configs/maskrcnn.py
View file @
3318370e
...
@@ -292,7 +292,8 @@ def maskrcnn_resnetfpn_coco() -> cfg.ExperimentConfig:
...
@@ -292,7 +292,8 @@ def maskrcnn_resnetfpn_coco() -> cfg.ExperimentConfig:
eval_batch_size
=
8
eval_batch_size
=
8
config
=
cfg
.
ExperimentConfig
(
config
=
cfg
.
ExperimentConfig
(
runtime
=
cfg
.
RuntimeConfig
(
mixed_precision_dtype
=
'bfloat16'
),
runtime
=
cfg
.
RuntimeConfig
(
mixed_precision_dtype
=
'bfloat16'
,
enable_xla
=
True
),
task
=
MaskRCNNTask
(
task
=
MaskRCNNTask
(
init_checkpoint
=
'gs://cloud-tpu-checkpoints/vision-2.0/resnet50_imagenet/ckpt-28080'
,
init_checkpoint
=
'gs://cloud-tpu-checkpoints/vision-2.0/resnet50_imagenet/ckpt-28080'
,
init_checkpoint_modules
=
'backbone'
,
init_checkpoint_modules
=
'backbone'
,
...
...
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