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ModelZoo
ResNet50_tensorflow
Commits
6b5c4dfc
Commit
6b5c4dfc
authored
Jul 01, 2022
by
A. Unique TensorFlower
Browse files
Internal change
PiperOrigin-RevId: 458476086
parent
fd232c2c
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official/vision/configs/experiments/image_classification/imagenet_mobilenetv3large_tpu.yaml
...s/image_classification/imagenet_mobilenetv3large_tpu.yaml
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official/vision/configs/experiments/image_classification/imagenet_mobilenetv3large_tpu.yaml
View file @
6b5c4dfc
# MobileNetV3-large_1.0 ImageNet classification: ~75.
3
% top-1.
# MobileNetV3-large_1.0 ImageNet classification: ~75.
7
% top-1.
runtime
:
distribution_strategy
:
'
tpu'
mixed_precision_dtype
:
'
bfloat16'
...
...
@@ -27,10 +27,10 @@ task:
dtype
:
'
bfloat16'
aug_type
:
autoaug
:
augmentation_name
:
v0
augmentation_name
:
'
v0
'
cutout_const
:
100
translate_const
:
250
type
:
autoaug
type
:
'
autoaug
'
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
is_training
:
false
...
...
@@ -38,7 +38,7 @@ task:
dtype
:
'
bfloat16'
drop_remainder
:
false
trainer
:
train_steps
:
156
000
#
5
00 epochs
train_steps
:
218
000
#
7
00 epochs
validation_steps
:
13
validation_interval
:
312
steps_per_loop
:
312
# NUM_EXAMPLES (1281167) // global_batch_size
...
...
@@ -48,7 +48,7 @@ trainer:
learning_rate
:
cosine
:
alpha
:
0.0
decay_steps
:
156
000
decay_steps
:
218
000
initial_learning_rate
:
0.004
name
:
CosineDecay
offset
:
0
...
...
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