From 738e9fff382719b38b90d5e712d1eeaac3566ea3 Mon Sep 17 00:00:00 2001 From: ctkindle <18931518930@163.com> Date: Tue, 1 Dec 2020 19:44:24 +0800 Subject: [PATCH 01/17] add CycleGAN folder --- 09.gan/CycleGAN/CycleGAN.md | 554 ++++++++++++++++++++++++++++++++ 09.gan/CycleGAN/output_10_0.png | Bin 0 -> 137975 bytes 09.gan/CycleGAN/output_22_1.png | Bin 0 -> 114037 bytes 3 files changed, 554 insertions(+) create mode 100644 09.gan/CycleGAN/CycleGAN.md create mode 100644 09.gan/CycleGAN/output_10_0.png create mode 100644 09.gan/CycleGAN/output_22_1.png diff --git a/09.gan/CycleGAN/CycleGAN.md b/09.gan/CycleGAN/CycleGAN.md new file mode 100644 index 00000000..5a560df3 --- /dev/null +++ b/09.gan/CycleGAN/CycleGAN.md @@ -0,0 +1,554 @@ +# Paddle 2.0 API 示例教程(CycleGAN) + +作者:吕坤 + +日期:2020/10/24 + +## CycleGAN介绍 +CycleGAN,即循环生成对抗网络,是一种用于图片风格迁移的模型。原来的图片风格迁移模型通过在两组一一匹配的图片进行上训练,来学习输入图片组与输出图片组的特征映射关系,从而实现将输入图片的特征迁移到输出图片上,比如将A组图片的斑马的条纹外观特征迁移到B组普通马匹图片上。但是,训练所要求的两组一一对应训练集图片往往难以获得。CycleGAN通过给GAN网络添加循环一致性损失(consistency loss)的方法打破了训练集图片数据的一一对应限制。 +* 论文原文:[Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks](https://arxiv.org/pdf/1703.10593.pdf) +* 论文原版代码:[https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) +* AI Studio 可执行项目地址:[https://aistudio.baidu.com/aistudio/projectdetail/1147248](https://aistudio.baidu.com/aistudio/projectdetail/1147248) + +## 框架导入设置 + + +```python +# # 解压 ai studio 数据集(首次执行后注释) +# !unzip -qa -d /home/aistudio/data/data10040/ /home/aistudio/data/data10040/horse2zebra.zip +``` + + +```python +import paddle +from paddle.io import Dataset, DataLoader +import paddle.fluid as fluid +import numpy as np +import cv2 +import random +import time +import warnings +import matplotlib.pyplot as plt +%matplotlib inline + +warnings.filterwarnings("ignore", category=Warning) # 过滤报警信息 + +paddle.disable_static() # 设置框架使用动态图模式 + +BATCH_SIZE = 1 +DATA_DIR = '/home/aistudio/data/data10040/horse2zebra/' # 设置训练集数据地址 +# PLACE = fluid.CPUPlace() # 在cpu上训练 +PLACE = fluid.CUDAPlace(0) # 在gpu上训练 +``` + +## 准备数据集 + + +```python +from PIL import Image + +# 处理图片数据:随机裁切、调整图片数据形状、归一化数据 +def data_transform(img, output_size): + h, w, _ = img.shape + assert h == w and h >= output_size # check picture size + + # random crop + margin = h - output_size + left = random.randint(0, margin) + top = random.randint(0, margin) + img = img[top : top + output_size, left : left + output_size, :] + + # normalize + img = img / 255. * 2. - 1. + + # from [H,W,C] to [C,H,W] + img = np.transpose(img, (2, 0, 1)) + + # data type + img = img.astype('float32') + + return img + +# 定义horse2zebra数据集对象 +class H2ZDateset(Dataset): + def __init__(self, data_dir, ab_set='a'): + super(H2ZDateset, self).__init__() + self.data_dir = data_dir + if ab_set == 'a': + self.pic_list = np.loadtxt(data_dir+'trainA.txt', dtype=np.str) + elif ab_set == 'b': + self.pic_list = np.loadtxt(data_dir+'trainB.txt', dtype=np.str) + def __getitem__(self, idx): + img_dir = self.data_dir+self.pic_list[idx] + img = cv2.imread(img_dir) + img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB) + img = data_transform(img, 224) + return img + def __len__(self): + return self.pic_list.shape[0] + +# 定义A组图片loader +h2zdateset_a = H2ZDateset(DATA_DIR, ab_set='a') +loader_a = DataLoader(h2zdateset_a, places=PLACE, shuffle=True, batch_size=BATCH_SIZE, drop_last=False, num_workers=0, use_shared_memory=False) + +# 定义B组图片loader +h2zdateset_b = H2ZDateset(DATA_DIR, ab_set='b') +loader_b = DataLoader(h2zdateset_b, places=PLACE, shuffle=True, batch_size=BATCH_SIZE, drop_last=False, num_workers=0, use_shared_memory=False) + +# 打印读取图片数据的形状 +data_a, data_b = next(loader_a())[0], next(loader_b())[0] +print('A组图片形状', data_a.shape, 'B组图片形状', data_b.shape) + +``` + + A组图片形状 [1, 3, 224, 224] B组图片形状 [1, 3, 224, 224] + + +## 定义辅助功能函数 + + +```python +from PIL import Image +import os + +# 打开图片 +def open_pic(file_name='./data/data10040/horse2zebra/testA/n02381460_1300.jpg'): + img = Image.open(file_name).resize((256, 256), Image.BILINEAR) + img = (np.array(img).astype('float32') / 255.0 - 0.5) / 0.5 + img = img.transpose((2, 0, 1)) + img = img.reshape((-1, img.shape[0], img.shape[1], img.shape[2])) + return img + +# 存储图片 +def save_pics(pics, file_name='tmp', save_path='./output/pics/', save_root_path='./output/'): + if not os.path.exists(save_root_path): + os.makedirs(save_root_path) + if not os.path.exists(save_path): + os.makedirs(save_path) + for i in range(len(pics)): + pics[i] = pics[i][0] + pic = np.concatenate(tuple(pics), axis=2) + pic = pic.transpose((1,2,0)) + pic = (pic + 1) / 2 + # plt.imshow(pic) + pic = np.clip(pic * 256, 0, 255) + img = Image.fromarray(pic.astype('uint8')).convert('RGB') + img.save(save_path+file_name+'.jpg') + +# 显示图片 +def show_pics(pics): + plt.figure(figsize=(3 * len(pics), 3), dpi=80) + for i in range(len(pics)): + pics[i] = (pics[i][0].transpose((1,2,0)) + 1) / 2 + plt.subplot(1, len(pics), i + 1) + plt.imshow(pics[i]) + plt.xticks([]) + plt.yticks([]) + +# 图片缓存队列 +class ImagePool(object): + def __init__(self, pool_size=50): + self.pool = [] + self.count = 0 + self.pool_size = pool_size + + def pool_image(self, image): + return image + image = image.numpy() + rtn = '' + if self.count < self.pool_size: + self.pool.append(image) + self.count += 1 + rtn = image + else: + p = np.random.rand() + if p > 0.5: + random_id = np.random.randint(0, self.pool_size - 1) + temp = self.pool[random_id] + self.pool[random_id] = image + rtn = temp + else: + rtn = image + return fluid.dygraph.to_variable(rtn) + +``` + +## 查看读取的数据集图片 + + +```python +show_pics([data_a.numpy(), data_b.numpy()]) +``` + + +![png](output_10_0.png) + + +## 定义判别器 + + +```python +import paddle +import paddle.nn as nn +import numpy as np + +# 定义基础的“卷积层+实例归一化”块 +class ConvIN(nn.Layer): + def __init__(self, num_channels, num_filters, filter_size, stride=1, padding=1, bias_attr=None, + weight_attr=None): + super(ConvIN, self).__init__() + model = [ + nn.Conv2D(num_channels, num_filters, filter_size, stride=stride, padding=padding, + bias_attr=bias_attr, weight_attr=weight_attr), + nn.InstanceNorm2D(num_filters), + nn.LeakyReLU(negative_slope=0.2) + ] + self.model = nn.Sequential(*model) + def forward(self, x): + return self.model(x) + +# 定义CycleGAN的判别器 +class Disc(nn.Layer): + def __init__(self, weight_attr=nn.initializer.Normal(0., 0.02)): + super(Disc, self).__init__() + model = [ + ConvIN(3, 64, 4, stride=2, padding=1, bias_attr=True, weight_attr=weight_attr), + ConvIN(64, 128, 4, stride=2, padding=1, bias_attr=False, weight_attr=weight_attr), + ConvIN(128, 256, 4, stride=2, padding=1, bias_attr=False, weight_attr=weight_attr), + ConvIN(256, 512, 4, stride=1, padding=1, bias_attr=False, weight_attr=weight_attr), + nn.Conv2D(512, 1, 4, stride=1, padding=1, bias_attr=True, weight_attr=weight_attr) + ] + self.model = nn.Sequential(*model) + def forward(self, x): + return self.model(x) + +``` + +## 测试判别器模块 + + +```python +with paddle.fluid.dygraph.guard(PLACE): + ci = ConvIN(3, 3, 3, weight_attr=nn.initializer.Normal(0., 0.02)) + logit = ci(paddle.to_tensor(data_a)) + print('ConvIN块输出的特征图形状:', logit.shape) + + d = Disc() + logit = d(paddle.to_tensor(data_a)) + print('判别器输出的特征图形状:', logit.shape) + + +``` + + ConvIN块输出的特征图形状: [1, 3, 224, 224] + 判别器输出的特征图形状: [1, 1, 26, 26] + + +## 定义生成器 + + +```python +# 定义基础的“转置卷积层+实例归一化”块 +class ConvTransIN(nn.Layer): + def __init__(self, num_channels, num_filters, filter_size, stride=1, padding='same', padding_mode='constant', + bias_attr=None, weight_attr=None): + super(ConvTransIN, self).__init__() + model = [ + nn.Conv2DTranspose(num_channels, num_filters, filter_size, stride=stride, padding=padding, + bias_attr=bias_attr, weight_attr=weight_attr), + nn.InstanceNorm2D(num_filters), + nn.LeakyReLU(negative_slope=0.2) + ] + self.model = nn.Sequential(*model) + def forward(self, x): + return self.model(x) + +# 定义残差块 +class Residual(nn.Layer): + def __init__(self, dim, bias_attr=None, weight_attr=None): + super(Residual, self).__init__() + model = [ + nn.Conv2D(dim, dim, 3, stride=1, padding=1, padding_mode='reflect', bias_attr=bias_attr, + weight_attr=weight_attr), + nn.InstanceNorm2D(dim), + nn.LeakyReLU(negative_slope=0.2), + ] + self.model = nn.Sequential(*model) + def forward(self, x): + return x + self.model(x) + +# 定义CycleGAN的生成器 +class Gen(nn.Layer): + def __init__(self, base_dim=64, residual_num=7, downup_layer=2, weight_attr=nn.initializer.Normal(0., 0.02)): + super(Gen, self).__init__() + model=[ + nn.Conv2D(3, base_dim, 7, stride=1, padding=3, padding_mode='reflect', bias_attr=False, + weight_attr=weight_attr), + nn.InstanceNorm2D(base_dim), + nn.LeakyReLU(negative_slope=0.2) + ] + # 下采样块(down sampling) + for i in range(downup_layer): + model += [ + ConvIN(base_dim * 2 ** i, base_dim * 2 ** (i + 1), 3, stride=2, padding=1, bias_attr=False, + weight_attr=weight_attr), + ] + # 残差块(residual blocks) + for i in range(residual_num): + model += [ + Residual(base_dim * 2 ** downup_layer, True, weight_attr=nn.initializer.Normal(0., 0.02)) + ] + # 上采样块(up sampling) + for i in range(downup_layer): + model += [ + ConvTransIN(base_dim * 2 ** (downup_layer - i), base_dim * 2 ** (downup_layer - i - 1), 3, + stride=2, padding='same', padding_mode='constant', bias_attr=False, weight_attr=weight_attr), + ] + model += [ + nn.Conv2D(base_dim, 3, 7, stride=1, padding=3, padding_mode='reflect', bias_attr=True, + weight_attr=nn.initializer.Normal(0., 0.02)), + nn.Tanh() + ] + self.model = nn.Sequential(*model) + def forward(self, x): + return self.model(x) + +``` + +## 测试生成器模块 + + +```python +with paddle.fluid.dygraph.guard(PLACE): + cti = ConvTransIN(3, 3, 3, stride=2, padding='same', padding_mode='constant', bias_attr=False, + weight_attr=nn.initializer.Normal(0., 0.02)) + logit = cti(paddle.to_tensor(data_a)) + print('ConvTransIN块输出的特征图形状:', logit.shape) + + r = Residual(3, True, weight_attr=nn.initializer.Normal(0., 0.02)) + logit = r(paddle.to_tensor(data_a)) + print('Residual块输出的特征图形状:', logit.shape) + + g = Gen() + logit = g(paddle.to_tensor(data_a)) + print('生成器输出的特征图形状:', logit.shape) + +``` + + ConvTransIN块输出的特征图形状: [1, 3, 448, 448] + Residual块输出的特征图形状: [1, 3, 224, 224] + 生成器输出的特征图形状: [1, 3, 224, 224] + + +## 训练CycleGAN网络 + + +```python +# 模型训练函数 +def train(place, epoch_num=99999, adv_weight=1, cycle_weight=10, identity_weight=10, \ + load_model=False, model_path='./model/', model_path_bkp='./model_bkp/', \ + print_interval=1, max_step=5, model_bkp_interval=2000): + with fluid.dygraph.guard(place): + # 定义两对生成器、判别器对象 + g_a = Gen() + g_b = Gen() + d_a = Disc() + d_b = Disc() + + # 定义数据读取器 + da = H2ZDateset(DATA_DIR, ab_set='a') + reader_a = DataLoader(da, places=PLACE, shuffle=True, batch_size=BATCH_SIZE, drop_last=False, + num_workers=2) + db = H2ZDateset(DATA_DIR, ab_set='b') + reader_b = DataLoader(db, places=PLACE, shuffle=True, batch_size=BATCH_SIZE, drop_last=False, + num_workers=2) + + # 定义优化器 + g_a_optimizer = fluid.optimizer.Adam(learning_rate=0.0002, beta1=0.5, beta2=0.999, parameter_list=g_a.parameters()) + g_b_optimizer = fluid.optimizer.Adam(learning_rate=0.0002, beta1=0.5, beta2=0.999, parameter_list=g_b.parameters()) + d_a_optimizer = fluid.optimizer.Adam(learning_rate=0.0002, beta1=0.5, beta2=0.999, parameter_list=d_a.parameters()) + d_b_optimizer = fluid.optimizer.Adam(learning_rate=0.0002, beta1=0.5, beta2=0.999, parameter_list=d_b.parameters()) + + # 定义图片缓存队列 + fa_pool, fb_pool = ImagePool(), ImagePool() + + # 定义总迭代次数为0 + total_step_num = np.array([0]) + + # 加载存储的模型 + if load_model == True: + ga_para, ga_opt = fluid.load_dygraph(model_path+'gen_b2a') + gb_para, gb_opt = fluid.load_dygraph(model_path+'gen_a2b') + da_para, da_opt = fluid.load_dygraph(model_path+'dis_ga') + db_para, db_opt = fluid.load_dygraph(model_path+'dis_gb') + g_a.load_dict(ga_para) + g_a_optimizer.set_dict(ga_opt) + g_b.load_dict(gb_para) + g_b_optimizer.set_dict(gb_opt) + d_a.load_dict(da_para) + d_a_optimizer.set_dict(da_opt) + d_b.load_dict(db_para) + d_b_optimizer.set_dict(db_opt) + total_step_num = np.load('./model/total_step_num.npy') + + # 定义本次训练开始时的迭代次数 + step = total_step_num[0] + + # 开始模型训练循环 + print('Start time :', time.strftime("%Y-%m-%d %H:%M:%S", time.localtime()), 'start step:', step + 1) + for epoch in range(epoch_num): + for data_a, data_b in zip(reader_a, reader_b): + step += 1 + + # 设置模型为训练模式,针对bn、dropout等进行不同处理 + g_a.train() + g_b.train() + d_a.train() + d_b.train() + + # 得到A、B组图片数据 + img_ra = paddle.to_tensor(data_a[0]) + img_rb = paddle.to_tensor(data_b[0]) + + # 训练判别器DA + d_loss_ra = fluid.layers.reduce_mean((d_a(img_ra.detach()) - 1) ** 2) + d_loss_fa = fluid.layers.reduce_mean(d_a(fa_pool.pool_image(g_a(img_rb.detach()))) ** 2) + da_loss = (d_loss_ra + d_loss_fa) * 0.5 + da_loss.backward() # 反向更新梯度 + d_a_optimizer.minimize(da_loss) # 更新模型权重 + d_a.clear_gradients() # 清除梯度 + + # 训练判别器DB + d_loss_rb = fluid.layers.reduce_mean((d_b(img_rb.detach()) - 1) ** 2) + d_loss_fb = fluid.layers.reduce_mean(d_b(fb_pool.pool_image(g_b(img_ra.detach()))) ** 2) + db_loss = (d_loss_rb + d_loss_fb) * 0.5 + db_loss.backward() + d_b_optimizer.minimize(db_loss) + d_b.clear_gradients() + + # 训练生成器GA + ga_gan_loss = fluid.layers.reduce_mean((d_a(g_a(img_rb.detach())) - 1) ** 2) + ga_cyc_loss = fluid.layers.reduce_mean(fluid.layers.abs(img_rb.detach() - g_b(g_a(img_rb.detach())))) + ga_ide_loss = fluid.layers.reduce_mean(fluid.layers.abs(img_ra.detach() - g_a(img_ra.detach()))) + ga_loss = ga_gan_loss * adv_weight + ga_cyc_loss * cycle_weight + ga_ide_loss * identity_weight + ga_loss.backward() + g_a_optimizer.minimize(ga_loss) + g_a.clear_gradients() + + # 训练生成器GB + gb_gan_loss = fluid.layers.reduce_mean((d_b(g_b(img_ra.detach())) - 1) ** 2) + gb_cyc_loss = fluid.layers.reduce_mean(fluid.layers.abs(img_ra.detach() - g_a(g_b(img_ra.detach())))) + gb_ide_loss = fluid.layers.reduce_mean(fluid.layers.abs(img_rb.detach() - g_b(img_rb.detach()))) + gb_loss = gb_gan_loss * adv_weight + gb_cyc_loss * cycle_weight + gb_ide_loss * identity_weight + gb_loss.backward() + g_b_optimizer.minimize(gb_loss) + g_b.clear_gradients() + + # 存储训练过程中生成的图片 + if step in range(1, 101): + pic_save_interval = 1 + elif step in range(101, 1001): + pic_save_interval = 10 + elif step in range(1001, 10001): + pic_save_interval = 100 + else: + pic_save_interval = 500 + if step % pic_save_interval == 0: + save_pics([img_ra.numpy(), g_b(img_ra).numpy(), g_a(g_b(img_ra)).numpy(), g_b(img_rb).numpy(), \ + img_rb.numpy(), g_a(img_rb).numpy(), g_b(g_a(img_rb)).numpy(), g_a(img_ra).numpy()], \ + str(step)) + test_pic = open_pic() + test_pic_pp = fluid.dygraph.to_variable(test_pic) + save_pics([test_pic, g_b(test_pic_pp).numpy()], str(step), save_path='./output/pics_test/') + + # 打印训练过程中的loss值和生成的图片 + if step % print_interval == 0: + print([step], \ + 'DA:', da_loss.numpy(), \ + 'DB:', db_loss.numpy(), \ + 'GA:', ga_loss.numpy(), \ + 'GB:', gb_loss.numpy(), \ + time.strftime("%Y-%m-%d %H:%M:%S", time.localtime())) + show_pics([img_ra.numpy(), g_b(img_ra).numpy(), g_a(g_b(img_ra)).numpy(), g_b(img_rb).numpy()]) + show_pics([img_rb.numpy(), g_a(img_rb).numpy(), g_b(g_a(img_rb)).numpy(), g_a(img_ra).numpy()]) + + # 定期备份模型 + if step % model_bkp_interval == 0: + fluid.save_dygraph(g_a.state_dict(), model_path_bkp+'gen_b2a') + fluid.save_dygraph(g_a_optimizer.state_dict(), model_path_bkp+'gen_b2a') + fluid.save_dygraph(g_b.state_dict(), model_path_bkp+'gen_a2b') + fluid.save_dygraph(g_b_optimizer.state_dict(), model_path_bkp+'gen_a2b') + fluid.save_dygraph(d_a.state_dict(), model_path_bkp+'dis_ga') + fluid.save_dygraph(d_a_optimizer.state_dict(), model_path_bkp+'dis_ga') + fluid.save_dygraph(d_b.state_dict(), model_path_bkp+'dis_gb') + fluid.save_dygraph(d_b_optimizer.state_dict(), model_path_bkp+'dis_gb') + np.save(model_path_bkp+'total_step_num', np.array([step])) + + # 完成训练时存储模型 + if step >= max_step + total_step_num[0]: + fluid.save_dygraph(g_a.state_dict(), model_path+'gen_b2a') + fluid.save_dygraph(g_a_optimizer.state_dict(), model_path+'gen_b2a') + fluid.save_dygraph(g_b.state_dict(), model_path+'gen_a2b') + fluid.save_dygraph(g_b_optimizer.state_dict(), model_path+'gen_a2b') + fluid.save_dygraph(d_a.state_dict(), model_path+'dis_ga') + fluid.save_dygraph(d_a_optimizer.state_dict(), model_path+'dis_ga') + fluid.save_dygraph(d_b.state_dict(), model_path+'dis_gb') + fluid.save_dygraph(d_b_optimizer.state_dict(), model_path+'dis_gb') + np.save(model_path+'total_step_num', np.array([step])) + print('End time :', time.strftime("%Y-%m-%d %H:%M:%S", time.localtime()), 'End Step:', step) + return + +# 从头训练 +# train(PLACE) + +# 继续训练 +# train(PLACE, print_interval=1, max_step=5, load_model=True) +train(PLACE, print_interval=500, max_step=8000, load_model=True) + +``` + + Start time : 2020-11-30 23:36:56 start step: 240001 + [240500] DA: [0.09802376] DB: [0.10756996] GA: [2.396585] GB: [1.9313557] 2020-11-30 23:38:47 + [241000] DA: [0.0487169] DB: [0.03832049] GA: [3.2354655] GB: [2.8926044] 2020-11-30 23:40:38 + + +## 用训练好的模型进行预测 + + +```python +def infer(img_path, place, model_path='./model/'): + with fluid.dygraph.guard(place): + # 定义生成器对象 + g_b = Gen() + + # 设置模型为训练模式,针对bn、dropout等进行不同处理 + g_b.eval() + + # 读取存储的模型 + gb_para, _ = fluid.load_dygraph(model_path+'gen_a2b') + g_b.load_dict(gb_para) + + # 读取图片数据 + img_a = cv2.imread(img_path) + img_a = cv2.cvtColor(img_a, cv2.COLOR_BGR2RGB) + img_a = data_transform(img_a, 224) + img_a = paddle.to_tensor(np.array([img_a])) + + # 正向计算进行推理 + img_b = g_b(img_a) + + # 打印输出输入、输出图片 + print(img_a.numpy().shape, img_a.numpy().dtype) + show_pics([img_a.numpy(), img_b.numpy()]) + +infer('./data/data10040/horse2zebra/testA/n02381460_1300.jpg', PLACE) + + +``` + + (1, 3, 224, 224) float32 + + + +![png](output_22_1.png) + diff --git a/09.gan/CycleGAN/output_10_0.png b/09.gan/CycleGAN/output_10_0.png new file mode 100644 index 0000000000000000000000000000000000000000..f9a47f7add33e3ad559ddd07469ed34d448fe46d GIT binary patch literal 137975 zcmb@MWm6no*sUXYaCdhmSnv!G++BjZy9~i0xVt;SgS!O@I`{w+Ahzck-cY}hlN8hR%0247NpRHt zwtlntu;cF3lU8N4AFz7rk% z_Q$yMdbO@`_6FOe3%3K*FE2gc|JS&En99-MbM*fiV-2+ww-59F_u`}K|L^Ir2dOnc zX>$+Ew0em2!@K%)(RS3x-&+DFH-VTe2zvI3@9f3MLJqxj>|H6MxJXO!QBcLHrF`jW z24P?VBGC^~+XC&ic_1e6~{X2x(4YN2DQWFg|bI^#&9g+f=&+q!`Io?gx>i=no`r} zBM&?6=(;W?;*u^RmB{}%t>@lh{HHYWW`203t6|(ih(RGkQtS|$vS5lB_#$L{f1tv> z)YTXFFDKP@xGms;D2qZ=Ot-I_KQQ@x%JE&A+wB>R7_r-B)-p(lqU2DOAEWUTHOjk# z&K~UO-jc&0@egL(g6L3oX-KZh-T5 z82C@t7rTsI?=k1ct##`ci{WwSM}+l9c(1sno%FVdx(&$GB{;H@mYixSr^2885tXf8p$5~h_Z#9ls=YNcmm|jsSD3JFf zhQvsC_sXka;bp>jxPfLkv+6KrJ2NEYeZbSpZTSQf?9abkz__ZCL>BA3vwu|YnR{T0 z*8|DBZIc5eKe_EzZclRL8eTp7>@w5)4Vv}4f5t`GKnpeeTeS?g7JB2UGa$<0p zMh_Z+h+tP$r7))7LML-v6Jf4zZJNdBFtn0>RH4O6&tW`J^~UsYzUdx>ZOlkeuDnFf zJ%)0kdmq-cP4z??y$B>CPzF9gdd13@i)-Z{1th(~^%fkQoL#Ri#0}>{)ntjo-=IhM zQwDtdJ(+VDnjb#Q6nhV7L@b_Z=Z&vqgnZ&_oBx@%1&1;TNYlA6M+Y;XxViZ#V;# zd_cb|uH|L_{N77+85uAF1r_JjJ(r%AEX&{JZaGGIKlmrXoXd^k@|C|!j41C{q?_c4 zs%sMDl2JG~Ctw=G+gw#$7LGhc%%5VB>>0EcUA{G&_2_U>)^X|Pn$;9F5RiR_ybZqd z6EkEPYb>j^2O7lMP?%+F{V6S3AbZ0wOgsi)LV4%6VBVm^xw7`As{LW*@+w)R_e|xP zK)v%1T}E6BmvP`FLBMn1olMu=eTJZq+u)MR$na8RU*UN94VA{9Y>Q?&Fu&jJXt^vz zM#t+qi|j9}x#wSVku17W$jcR5?*rZ8C6OC`22MmO?!wc6Zq@NW-hJj@JXP`xNL z1SeQpE?0mS%?=Ab`m*bv+$BH=Xyh z_eVt)A$(QP+@=N=%-9T8+MJQ264Mh_5lGu<*2s=$@48L7wG=tng{q@$;)K(v;hQQ} z5yx*AvV}1*Xxl$-YCkQYE<^{N9xDoZsK+5={IdLtzxA~+(Ec(Lw+1|6_Fnh=$ zsxwkx-S@?RmdCQgKz%`>veNDo*ZZoW;Lhs52cWZ>m|DAPri$23H~dm|92B7F_ZBWA z>_pv=!%kTmY$9E7sUkVpmQG}5Pb?$wS1c~a46_6_LZ-ADfnY7@3@<}Zf%5d!yk_?w zk#o^Ou#k!_z$&-kW#;eBtlqepR^lG7*v5}A`U{DYP$$pd9iL3oJ|@-v#_Hy?BV?DV z;Z&bR34(ZCuOp0ED-s~dZ<$^A3QC=7L>|f>GXw_(ObG#bdY$YDY+v>jgUdV?SxuUYL;sH z7>l{4s8YUJ`;XG(Gt@u4nC8v;-F4fd_X*+@q>Q)*^_NIKERjgz9R!>mS=O*Gol?Wv z&$;8^6W(YNCaHyHj~~xlXy>z5?z=WjTA%31YCf6vJ+EP3jM1nEz?e-km zIXX(n#y1~_wB`Jh5oCT_aDHUfr3@3m8fNF3yXAeX#BJ#v}LZ1cXYtXXlY z9AJG~-_bES2|GR8=%XVi-{Pc&q<7s7SFQM8BfSlG%W^aKrC5&ftf&bVl6Uz5f zOPgX7=l4F4Q}y0B&Vr&21qFzzhZ3SW_L-MbYb){fbl)u$Hxy_P?5B_IGjTO(DQmIF zJKC}i+|gTln#-nhV5_HGz0+(J&q{S-{vk)=A@1bpn1~)BDYQKbl}Mc#T*VCdD-`nV z5_w7rT#!Htu-9oeORFVza#GhK7_tld_E|C{v*+-9G9w>$6mlcr!(Z}f(&vzMaRz

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