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ModelZoo
ResNet50_tensorflow
Commits
c42ce18c
Commit
c42ce18c
authored
Jul 10, 2018
by
Alexey Kurakin
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Adversarial logit pairing - update table formatting
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f06d522c
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research/adversarial_logit_pairing/README.md
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research/adversarial_logit_pairing/README.md
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c42ce18c
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@@ -261,12 +261,12 @@ python eval.py \
Following set of pre-trained checkpoints released with this code:
Model | Dataset | Accuracy on
<br>
clean images | Accuracy on
<br>
`pgdll_16_1_20`
| Accuracy on
<br>
`pgdll_16_2_10`
-------------
+
--------------
+
-----------------
+
---------------------
--------+-
--------------
[
Baseline ResNet-v2-50
](
http://download.tensorflow.org/models/adversarial_logit_pairing/imagenet64_base_2018_06_26.ckpt.tar.gz
)
| ImageNet 64x64 | 60.5% | 1.8% | 3.5%
[
ALP-trained ResNet-v2-50
](
http://download.tensorflow.org/models/adversarial_logit_pairing/imagenet64_alp025_2018_06_26.ckpt.tar.gz
)
| ImageNet 64x64 | 55.7% | 27.5% | 27.8%
[
Baseline ResNet-v2-50
](
http://download.tensorflow.org/models/adversarial_logit_pairing/tiny_imagenet_base_2018_06_26.ckpt.tar.gz
)
| Tiny ImageNet | 69.2% | 0.1% | 0.3%
[
ALP-trained ResNet-v2-50
](
http://download.tensorflow.org/models/adversarial_logit_pairing/tiny_imagenet_alp05_2018_06_26.ckpt.tar.gz
)
| Tiny ImageNet | 72.0% | 41.3% | 40.8%
|
Model
| Dataset | Accuracy on
<br>
clean images | Accuracy on
<br>
`pgdll_16_1_20`
| Accuracy on
<br>
`pgdll_16_2_10`
|
|
-----------
|
------------
|
---------------
|
---------------------------
|
--------------
|
|
[
Baseline ResNet-v2-50
](
http://download.tensorflow.org/models/adversarial_logit_pairing/imagenet64_base_2018_06_26.ckpt.tar.gz
)
| ImageNet 64x64 | 60.5% | 1.8% | 3.5%
|
|
[
ALP-trained ResNet-v2-50
](
http://download.tensorflow.org/models/adversarial_logit_pairing/imagenet64_alp025_2018_06_26.ckpt.tar.gz
)
| ImageNet 64x64 | 55.7% | 27.5% | 27.8%
|
|
[
Baseline ResNet-v2-50
](
http://download.tensorflow.org/models/adversarial_logit_pairing/tiny_imagenet_base_2018_06_26.ckpt.tar.gz
)
| Tiny ImageNet | 69.2% | 0.1% | 0.3%
|
|
[
ALP-trained ResNet-v2-50
](
http://download.tensorflow.org/models/adversarial_logit_pairing/tiny_imagenet_alp05_2018_06_26.ckpt.tar.gz
)
| Tiny ImageNet | 72.0% | 41.3% | 40.8%
|
*
All provided checkpoints were initially trained with exponential moving
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