Commit a6ece653 authored by Yuxin Wu's avatar Yuxin Wu

inception name

parent 27746043
...@@ -23,6 +23,7 @@ This config follows the official inceptionv3 setup (https://github.com/tensorflo ...@@ -23,6 +23,7 @@ This config follows the official inceptionv3 setup (https://github.com/tensorflo
with much much fewer lines of code. with much much fewer lines of code.
It reaches 74.5% single-crop validation accuracy, slightly better than the official code, It reaches 74.5% single-crop validation accuracy, slightly better than the official code,
and has the same running speed as well. and has the same running speed as well.
The hyperparameters here are for 8 GPUs, so the effective batch size is 8*64 = 512.
""" """
BATCH_SIZE = 64 BATCH_SIZE = 64
......
...@@ -9,6 +9,6 @@ Examples with __reproducible__ and meaningful performance. ...@@ -9,6 +9,6 @@ Examples with __reproducible__ and meaningful performance.
+ [char-rnn for fun](char-rnn) + [char-rnn for fun](char-rnn)
+ [DisturbLabel, because I don't believe the paper](DisturbLabel) + [DisturbLabel, because I don't believe the paper](DisturbLabel)
+ [DoReFa-Net: binary / low-bitwidth CNN on ImageNet](DoReFa-Net) + [DoReFa-Net: binary / low-bitwidth CNN on ImageNet](DoReFa-Net)
+ [GoogleNet-InceptionV1 with 71% accuracy](Inception/inception-bn.py) + [Inception-BN with 71% accuracy](Inception/inception-bn.py)
+ [GoogleNet-InceptionV3 with 74.5% accuracy (similar to the official code)](Inception/inceptionv3.py) + [InceptionV3 with 74.5% accuracy (similar to the official code)](Inception/inceptionv3.py)
+ [ResNet for Cifar10 and SVHN](ResNet) + [ResNet for Cifar10 and SVHN](ResNet)
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