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ModelZoo
ResNet50_tensorflow
Commits
7475840b
Commit
7475840b
authored
Oct 10, 2022
by
Abdullah Rashwan
Committed by
A. Unique TensorFlower
Oct 10, 2022
Browse files
Internal change
PiperOrigin-RevId: 480221272
parent
7572c1f4
Changes
28
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20 changed files
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40 additions
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40 deletions
+40
-40
official/projects/pruning/configs/experiments/image_classification/imagenet_mobilenetv2_pruning_gpu.yaml
...mage_classification/imagenet_mobilenetv2_pruning_gpu.yaml
+2
-2
official/projects/pruning/configs/experiments/image_classification/imagenet_resnet50_pruning_gpu.yaml
...s/image_classification/imagenet_resnet50_pruning_gpu.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_mobilenetv1_tpu.yaml
...iments/image_classification/imagenet_mobilenetv1_tpu.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_mobilenetv2_gpu.yaml
...iments/image_classification/imagenet_mobilenetv2_gpu.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_mobilenetv2_tpu.yaml
...iments/image_classification/imagenet_mobilenetv2_tpu.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_mobilenetv3.5_avg_tpu.yaml
.../image_classification/imagenet_mobilenetv3.5_avg_tpu.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_mobilenetv3.5_avgseg_tpu.yaml
...age_classification/imagenet_mobilenetv3.5_avgseg_tpu.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_mobilenetv3large_tpu.yaml
...s/image_classification/imagenet_mobilenetv3large_tpu.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_mobilenetv3small_tpu.yaml
...s/image_classification/imagenet_mobilenetv3small_tpu.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_resnet101_deeplab_tpu.yaml
.../image_classification/imagenet_resnet101_deeplab_tpu.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_resnet101_tpu.yaml
...eriments/image_classification/imagenet_resnet101_tpu.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_resnet152_tpu.yaml
...eriments/image_classification/imagenet_resnet152_tpu.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_resnet50_deeplab_tpu.yaml
...s/image_classification/imagenet_resnet50_deeplab_tpu.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_resnet50_gpu.yaml
...periments/image_classification/imagenet_resnet50_gpu.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_resnet50_tpu.yaml
...periments/image_classification/imagenet_resnet50_tpu.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_resnetrs101_i160.yaml
...ments/image_classification/imagenet_resnetrs101_i160.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_resnetrs101_i192.yaml
...ments/image_classification/imagenet_resnetrs101_i192.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_resnetrs152_i192.yaml
...ments/image_classification/imagenet_resnetrs152_i192.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_resnetrs152_i224.yaml
...ments/image_classification/imagenet_resnetrs152_i224.yaml
+2
-2
official/vision/configs/experiments/image_classification/imagenet_resnetrs152_i256.yaml
...ments/image_classification/imagenet_resnetrs152_i256.yaml
+2
-2
No files found.
official/projects/pruning/configs/experiments/image_classification/imagenet_mobilenetv2_pruning_gpu.yaml
View file @
7475840b
...
...
@@ -18,12 +18,12 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
1024
dtype
:
'
float32'
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
1024
dtype
:
'
float32'
...
...
official/projects/pruning/configs/experiments/image_classification/imagenet_resnet50_pruning_gpu.yaml
View file @
7475840b
...
...
@@ -15,12 +15,12 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
1024
dtype
:
'
float32'
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
1024
dtype
:
'
float32'
...
...
official/vision/configs/experiments/image_classification/imagenet_mobilenetv1_tpu.yaml
View file @
7475840b
...
...
@@ -17,12 +17,12 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
4096
dtype
:
'
bfloat16'
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
official/vision/configs/experiments/image_classification/imagenet_mobilenetv2_gpu.yaml
View file @
7475840b
...
...
@@ -18,12 +18,12 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
1024
# 128 * 8
dtype
:
'
float16'
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
1024
# 128 * 8
dtype
:
'
float16'
...
...
official/vision/configs/experiments/image_classification/imagenet_mobilenetv2_tpu.yaml
View file @
7475840b
...
...
@@ -17,12 +17,12 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
4096
dtype
:
'
bfloat16'
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
official/vision/configs/experiments/image_classification/imagenet_mobilenetv3.5_avg_tpu.yaml
View file @
7475840b
...
...
@@ -23,12 +23,12 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
4096
dtype
:
'
bfloat16'
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
official/vision/configs/experiments/image_classification/imagenet_mobilenetv3.5_avgseg_tpu.yaml
View file @
7475840b
...
...
@@ -23,12 +23,12 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
4096
dtype
:
'
bfloat16'
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
official/vision/configs/experiments/image_classification/imagenet_mobilenetv3large_tpu.yaml
View file @
7475840b
...
...
@@ -21,7 +21,7 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
@@ -32,7 +32,7 @@ task:
translate_const
:
250
type
:
'
autoaug'
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
official/vision/configs/experiments/image_classification/imagenet_mobilenetv3small_tpu.yaml
View file @
7475840b
...
...
@@ -22,12 +22,12 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
4096
dtype
:
'
bfloat16'
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
official/vision/configs/experiments/image_classification/imagenet_resnet101_deeplab_tpu.yaml
View file @
7475840b
...
...
@@ -23,13 +23,13 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
4096
dtype
:
'
bfloat16'
aug_policy
:
'
randaug'
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
official/vision/configs/experiments/image_classification/imagenet_resnet101_tpu.yaml
View file @
7475840b
...
...
@@ -17,12 +17,12 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
4096
dtype
:
'
bfloat16'
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
official/vision/configs/experiments/image_classification/imagenet_resnet152_tpu.yaml
View file @
7475840b
...
...
@@ -17,12 +17,12 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
4096
dtype
:
'
bfloat16'
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
official/vision/configs/experiments/image_classification/imagenet_resnet50_deeplab_tpu.yaml
View file @
7475840b
...
...
@@ -17,12 +17,12 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
4096
dtype
:
'
bfloat16'
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
official/vision/configs/experiments/image_classification/imagenet_resnet50_gpu.yaml
View file @
7475840b
...
...
@@ -15,7 +15,7 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
2048
dtype
:
'
float16'
...
...
@@ -23,7 +23,7 @@ task:
# static value: 32. See b/218880025.
prefetch_buffer_size
:
32
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
2048
dtype
:
'
float16'
...
...
official/vision/configs/experiments/image_classification/imagenet_resnet50_tpu.yaml
View file @
7475840b
...
...
@@ -14,12 +14,12 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
4096
dtype
:
'
bfloat16'
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
official/vision/configs/experiments/image_classification/imagenet_resnetrs101_i160.yaml
View file @
7475840b
...
...
@@ -25,7 +25,7 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
@@ -34,7 +34,7 @@ task:
randaug
:
magnitude
:
15
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
official/vision/configs/experiments/image_classification/imagenet_resnetrs101_i192.yaml
View file @
7475840b
...
...
@@ -25,7 +25,7 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
@@ -34,7 +34,7 @@ task:
randaug
:
magnitude
:
15
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
official/vision/configs/experiments/image_classification/imagenet_resnetrs152_i192.yaml
View file @
7475840b
...
...
@@ -25,7 +25,7 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
@@ -34,7 +34,7 @@ task:
randaug
:
magnitude
:
15
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
official/vision/configs/experiments/image_classification/imagenet_resnetrs152_i224.yaml
View file @
7475840b
...
...
@@ -25,7 +25,7 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
@@ -34,7 +34,7 @@ task:
randaug
:
magnitude
:
15
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
official/vision/configs/experiments/image_classification/imagenet_resnetrs152_i256.yaml
View file @
7475840b
...
...
@@ -25,7 +25,7 @@ task:
one_hot
:
true
label_smoothing
:
0.1
train_data
:
input_path
:
'
imagenet-2012-tfrecord/train*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/train*'
is_training
:
true
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
@@ -34,7 +34,7 @@ task:
randaug
:
magnitude
:
15
validation_data
:
input_path
:
'
imagenet-2012-tfrecord/valid*'
input_path
:
'
gs://mlcompass-data/imagenet/
imagenet-2012-tfrecord/valid*'
is_training
:
false
global_batch_size
:
4096
dtype
:
'
bfloat16'
...
...
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