From 46a5cee2515a1ac0a1ae5afbe7e639debb998587 Mon Sep 17 00:00:00 2001 From: Jake Lee Date: Wed, 12 Sep 2018 08:48:20 -0700 Subject: [PATCH] [MXNET-580] Add SN-GAN example (#12419) * update sn-gan example * fix naming * add more comments * fix naming and refine comments * make power iteration as one hyperparameter * deal with divided by zero problem * replace 0.00000001 with EPSILON * refactor the example * add README * address the feedback * refine the composing * fix the typo, delete the redundant piece of code and update the result image * update folder name to align with others * update image name * add the variable back * remove the redundant piece of code and fix typo --- example/README.md | 1 + example/gluon/sn_gan/README.md | 44 ++++++++ example/gluon/sn_gan/data.py | 42 +++++++ example/gluon/sn_gan/model.py | 138 +++++++++++++++++++++++ example/gluon/sn_gan/sn_gan_output.png | Bin 0 -> 404415 bytes example/gluon/sn_gan/train.py | 149 +++++++++++++++++++++++++ example/gluon/sn_gan/utils.py | 49 ++++++++ 7 files changed, 423 insertions(+) create mode 100644 example/gluon/sn_gan/README.md create mode 100644 example/gluon/sn_gan/data.py create mode 100644 example/gluon/sn_gan/model.py create mode 100644 example/gluon/sn_gan/sn_gan_output.png create mode 100644 example/gluon/sn_gan/train.py create mode 100644 example/gluon/sn_gan/utils.py diff --git a/example/README.md b/example/README.md index 6b9a086ff5e1..2123104a1487 100644 --- a/example/README.md +++ b/example/README.md @@ -95,6 +95,7 @@ If your tutorial depends on specific packages, simply add them to this provision * [Gluon Examples](gluon) - several examples using the Gluon API * [Style Transfer](gluon/style_transfer) - a style transfer example using gluon * [Word Language Model](gluon/word_language_model) - an example that trains a multi-layer RNN on the Penn Treebank language modeling benchmark + * [SN-GAN](gluon/sn-gan) - an example that utilizes spectral normalization to train GAN(Generative adversarial network) using Gluon API * [Image Classification with R](image-classification) - image classification on MNIST,CIFAR,ImageNet-1k,ImageNet-Full, with multiple GPU and distributed training. * [Kaggle 1st national data science bowl](kaggle-ndsb1) - a MXnet example for Kaggle Nation Data Science Bowl 1 * [Kaggle 2nd national data science bowl](kaggle-ndsb2) - a tutorial for Kaggle Second Nation Data Science Bowl diff --git a/example/gluon/sn_gan/README.md b/example/gluon/sn_gan/README.md new file mode 100644 index 000000000000..5b2a750e4efb --- /dev/null +++ b/example/gluon/sn_gan/README.md @@ -0,0 +1,44 @@ +# Spectral Normalization GAN + +This example implements [Spectral Normalization for Generative Adversarial Networks](https://arxiv.org/abs/1802.05957) based on [CIFAR10](https://www.cs.toronto.edu/~kriz/cifar.html) dataset. + +## Usage + +Example runs and the results: + +```python +python train.py --use-gpu --data-path=data +``` + +* Note that the program would download the CIFAR10 for you + +`python train.py --help` gives the following arguments: + +```bash +optional arguments: + -h, --help show this help message and exit + --data-path DATA_PATH + path of data. + --batch-size BATCH_SIZE + training batch size. default is 64. + --epochs EPOCHS number of training epochs. default is 100. + --lr LR learning rate. default is 0.0001. + --lr-beta LR_BETA learning rate for the beta in margin based loss. + default is 0.5. + --use-gpu use gpu for training. + --clip_gr CLIP_GR Clip the gradient by projecting onto the box. default + is 10.0. + --z-dim Z_DIM dimension of the latent z vector. default is 100. +``` + +## Result + +![SN-GAN](sn_gan_output.png) + +## Learned Spectral Normalization + +![alt text](https://github.com/taki0112/Spectral_Normalization-Tensorflow/blob/master/assests/sn.png) + +## Reference + +[Simple Tensorflow Implementation](https://github.com/taki0112/Spectral_Normalization-Tensorflow) \ No newline at end of file diff --git a/example/gluon/sn_gan/data.py b/example/gluon/sn_gan/data.py new file mode 100644 index 000000000000..333125dbe9fe --- /dev/null +++ b/example/gluon/sn_gan/data.py @@ -0,0 +1,42 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +# This example is inspired by https://github.com/jason71995/Keras-GAN-Library, +# https://github.com/kazizzad/DCGAN-Gluon-MxNet/blob/master/MxnetDCGAN.ipynb +# https://github.com/apache/incubator-mxnet/blob/master/example/gluon/dcgan.py + +import numpy as np + +import mxnet as mx +from mxnet import gluon +from mxnet.gluon.data.vision import CIFAR10 + +IMAGE_SIZE = 64 + +def transformer(data, label): + """ data preparation """ + data = mx.image.imresize(data, IMAGE_SIZE, IMAGE_SIZE) + data = mx.nd.transpose(data, (2, 0, 1)) + data = data.astype(np.float32) / 128.0 - 1 + return data, label + + +def get_training_data(batch_size): + """ helper function to get dataloader""" + return gluon.data.DataLoader( + CIFAR10(train=True, transform=transformer), + batch_size=batch_size, shuffle=True, last_batch='discard') diff --git a/example/gluon/sn_gan/model.py b/example/gluon/sn_gan/model.py new file mode 100644 index 000000000000..38f87ebddc8a --- /dev/null +++ b/example/gluon/sn_gan/model.py @@ -0,0 +1,138 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +# This example is inspired by https://github.com/jason71995/Keras-GAN-Library, +# https://github.com/kazizzad/DCGAN-Gluon-MxNet/blob/master/MxnetDCGAN.ipynb +# https://github.com/apache/incubator-mxnet/blob/master/example/gluon/dcgan.py + +import mxnet as mx +from mxnet import nd +from mxnet import gluon +from mxnet.gluon import Block + + +EPSILON = 1e-08 +POWER_ITERATION = 1 + +class SNConv2D(Block): + """ Customized Conv2D to feed the conv with the weight that we apply spectral normalization """ + + def __init__(self, num_filter, kernel_size, + strides, padding, in_channels, + ctx=mx.cpu(), iterations=1): + + super(SNConv2D, self).__init__() + + self.num_filter = num_filter + self.kernel_size = kernel_size + self.strides = strides + self.padding = padding + self.in_channels = in_channels + self.iterations = iterations + self.ctx = ctx + + with self.name_scope(): + # init the weight + self.weight = self.params.get('weight', shape=( + num_filter, in_channels, kernel_size, kernel_size)) + self.u = self.params.get( + 'u', init=mx.init.Normal(), shape=(1, num_filter)) + + def _spectral_norm(self): + """ spectral normalization """ + w = self.params.get('weight').data(self.ctx) + w_mat = nd.reshape(w, [w.shape[0], -1]) + + _u = self.u.data(self.ctx) + _v = None + + for _ in range(POWER_ITERATION): + _v = nd.L2Normalization(nd.dot(_u, w_mat)) + _u = nd.L2Normalization(nd.dot(_v, w_mat.T)) + + sigma = nd.sum(nd.dot(_u, w_mat) * _v) + if sigma == 0.: + sigma = EPSILON + + self.params.setattr('u', _u) + + return w / sigma + + def forward(self, x): + # x shape is batch_size x in_channels x height x width + return nd.Convolution( + data=x, + weight=self._spectral_norm(), + kernel=(self.kernel_size, self.kernel_size), + pad=(self.padding, self.padding), + stride=(self.strides, self.strides), + num_filter=self.num_filter, + no_bias=True + ) + + +def get_generator(): + """ construct and return generator """ + g_net = gluon.nn.Sequential() + with g_net.name_scope(): + + g_net.add(gluon.nn.Conv2DTranspose( + channels=512, kernel_size=4, strides=1, padding=0, use_bias=False)) + g_net.add(gluon.nn.BatchNorm()) + g_net.add(gluon.nn.LeakyReLU(0.2)) + + g_net.add(gluon.nn.Conv2DTranspose( + channels=256, kernel_size=4, strides=2, padding=1, use_bias=False)) + g_net.add(gluon.nn.BatchNorm()) + g_net.add(gluon.nn.LeakyReLU(0.2)) + + g_net.add(gluon.nn.Conv2DTranspose( + channels=128, kernel_size=4, strides=2, padding=1, use_bias=False)) + g_net.add(gluon.nn.BatchNorm()) + g_net.add(gluon.nn.LeakyReLU(0.2)) + + g_net.add(gluon.nn.Conv2DTranspose( + channels=64, kernel_size=4, strides=2, padding=1, use_bias=False)) + g_net.add(gluon.nn.BatchNorm()) + g_net.add(gluon.nn.LeakyReLU(0.2)) + + g_net.add(gluon.nn.Conv2DTranspose(channels=3, kernel_size=4, strides=2, padding=1, use_bias=False)) + g_net.add(gluon.nn.Activation('tanh')) + + return g_net + + +def get_descriptor(ctx): + """ construct and return descriptor """ + d_net = gluon.nn.Sequential() + with d_net.name_scope(): + + d_net.add(SNConv2D(num_filter=64, kernel_size=4, strides=2, padding=1, in_channels=3, ctx=ctx)) + d_net.add(gluon.nn.LeakyReLU(0.2)) + + d_net.add(SNConv2D(num_filter=128, kernel_size=4, strides=2, padding=1, in_channels=64, ctx=ctx)) + d_net.add(gluon.nn.LeakyReLU(0.2)) + + d_net.add(SNConv2D(num_filter=256, kernel_size=4, strides=2, padding=1, in_channels=128, ctx=ctx)) + d_net.add(gluon.nn.LeakyReLU(0.2)) + + d_net.add(SNConv2D(num_filter=512, kernel_size=4, strides=2, padding=1, in_channels=256, ctx=ctx)) + d_net.add(gluon.nn.LeakyReLU(0.2)) + + d_net.add(SNConv2D(num_filter=1, kernel_size=4, strides=1, padding=0, in_channels=512, ctx=ctx)) + + return d_net diff --git a/example/gluon/sn_gan/sn_gan_output.png b/example/gluon/sn_gan/sn_gan_output.png new file mode 100644 index 0000000000000000000000000000000000000000..428c333150234cc5e586bf0f8dd43023bc9ae092 GIT binary patch literal 404415 zcmYIPXEb<+~3Y~o%_Cj>q#~?dO?4i{Wb{+3B8`Kwh0Ld8Pos1)MPgm7W*%o zB%~xHdfFPMAwRb-`_L|n?V{9ak{dSRFCrk8fQ{weOHR?Yly~ovD98rXV$x=*28a3w zhRB&k9@_9VtLx_JvWm_yQFD=#^Q4*uYZ0TC0*nCoJF1ap(NiJ5d_O9I(&SLZCC~JO>XOh(X^w5+;3Z=zlw*FN(RX~r9p09;)qFdeS zHhNF7!0UCw(Imz%x@)I*r=Wmi@R=h|rth9!1$X~~>qw%ud{$B%#jR=18M0q4cgdjM z&JPAmswrPr{};XA_s^d6Z{L~Pg*~%Mx~VOc7IS=Yl}o(bTUoi5g4IYR4PQ>eu~?tA zs~rNY@A3>DeSEaz1ILQDx3+w!<4<*FHb08^eYz2LMK~Sp z!ygV&>#Ecv^z+jQ6GHc#m#*+f1hwlkY~S$_R!#W$cyDi|?|L88cNJ+{lWe_yeG>g| z<hfVL~0aw@YYftiXZ@)5yip%9whCY9d zKTE$7zh;cN9=#@93u+bde}%4^e)a@URs{vWj(y|mX7ZrWv_r#F!PL#ke1IkaGJ6@u zUe?6amEr=|r)qm+Vn8)cza^B1psDTpAj@2OoBr11!x(CL0p!EV&MyxwuMe-cqS^YR ziG9avMM3V~1!=5~sV%{sTY0j6aKoX>>qy(#ovbGlA?2x#z~z;b%j*-h^SdM$cdwGJZ9lox z0$J$rct_IjrJiggQo8Jq#Gv(@8>g4&qbt`}n6>@2yrgQEz&tv*!;VWB>M=J&Cf61wRRDd4*cf#H{*hYbITd{wQ4p! 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