├── utils ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-35.pyc │ ├── __init__.cpython-36.pyc │ ├── DataProcessing.cpython-35.pyc │ ├── DataProcessing.cpython-36.pyc │ ├── CalcHammingRanking.cpython-35.pyc │ └── CalcHammingRanking.cpython-36.pyc ├── CalcHammingRanking.py └── DataProcessing.py ├── .DS_Store ├── fig ├── .DS_Store ├── CIFAR-10-loss.png └── CIFAR-10-lambda.png ├── data ├── .DS_Store └── CIFAR-10 │ ├── .DS_Store │ ├── data │ └── .DS_Store │ ├── DataPrepare.m │ ├── SaveFig.m │ ├── test_label.txt │ ├── test_img.txt │ ├── train_label.txt │ └── train_img.txt ├── __pycache__ ├── CNN_model.cpython-36.pyc ├── DPSH_CIFAR.cpython-36.pyc ├── DPSH_CIFAR_10.cpython-36.pyc ├── DPSH_NUS_WIDE.cpython-36.pyc └── DPSH_CIFAR_10_demo.cpython-36.pyc ├── DPSH_CIFAR_10_runtimes.py ├── DPSH_CIFAR_10_demo.py ├── README.md ├── CNN_model.py └── DPSH_CIFAR_10.py /utils/__init__.py: -------------------------------------------------------------------------------- 1 | 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-------------------------------------------------------------------------------- 1 | import DPSH_CIFAR_10_demo as dpsh 2 | 3 | if __name__=="__main__": 4 | for i in range(7): 5 | dpsh.DPSH_CIFAR_10_demo() -------------------------------------------------------------------------------- /utils/__pycache__/CalcHammingRanking.cpython-35.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangqy/DPSH-pytorch/HEAD/utils/__pycache__/CalcHammingRanking.cpython-35.pyc -------------------------------------------------------------------------------- /utils/__pycache__/CalcHammingRanking.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangqy/DPSH-pytorch/HEAD/utils/__pycache__/CalcHammingRanking.cpython-36.pyc -------------------------------------------------------------------------------- /DPSH_CIFAR_10_demo.py: -------------------------------------------------------------------------------- 1 | import DPSH_CIFAR_10 as dpsh 2 | import pickle 3 | from datetime import datetime 4 | 5 | def DPSH_CIFAR_10_demo(): 6 | lamda = 10 7 | param = {} 8 | param['lambda'] = lamda 9 | 10 | gpu_ind = 7 11 | bits = [12, 24, 32, 48] 12 | for bit in bits: 13 | filename = 'log/DPSH_' + str(bit) + 'bits_CIFAR-10' + '_' + datetime.now().strftime("%y-%m-%d-%H-%M-%S") + '.pkl' 14 | param['filename'] = filename 15 | print('---------------------------------------') 16 | print('[#bit: %3d]' % (bit)) 17 | result = dpsh.DPSH_algo(bit, param, gpu_ind) 18 | print('[MAP: %3.5f]' % (result['map'])) 19 | print('---------------------------------------') 20 | fp = open(result['filename'], 'wb') 21 | pickle.dump(result, fp) 22 | fp.close() 23 | 24 | if __name__=="__main__": 25 | DPSH_CIFAR_10_demo() 26 | -------------------------------------------------------------------------------- /data/CIFAR-10/DataPrepare.m: -------------------------------------------------------------------------------- 1 | function DataPrepare 2 | X = [] ; 3 | L = [] ; 4 | for i=1:5 5 | clear data labels batch_label; 6 | load(['./data/cifar-10-batches-mat/data_batch_' num2str(i) '.mat']); 7 | data = reshape(data',[32,32,3,10000]); 8 | data = permute(data,[2,1,3,4]); 9 | X = cat(4,X,data) ; 10 | L = cat(1,L,labels) ; 11 | end 12 | clear data labels; 13 | load('./data/cifar-10-batches-mat/test_batch.mat'); 14 | data=reshape(data',[32,32,3,10000]); 15 | data = permute(data,[2,1,3,4]); 16 | X = cat(4,X,data) ; 17 | L = cat(1,L,labels) ; 18 | 19 | 20 | test_data = []; 21 | test_L = []; 22 | data_set = []; 23 | dataset_L = []; 24 | train_data = []; 25 | train_L = []; 26 | for label=0:9 27 | index = find(L==label); 28 | N = size(index,1) ; 29 | perm = randperm(N) ; 30 | index = index(perm); 31 | 32 | data = X(:,:,:,index(1:100)); 33 | labels = L(index(1:100)); 34 | test_L = cat(1,test_L,labels) ; 35 | test_data = cat(4,test_data,data) ; 36 | 37 | data = X(:,:,:,index(101:6000)); 38 | labels = L(index(101:6000)); 39 | dataset_L = cat(1,dataset_L,labels) ; 40 | data_set = cat(4,data_set,data) ; 41 | 42 | data = X(:,:,:,index(101:600)); 43 | labels = L(index(101:600)); 44 | train_L = cat(1,train_L,labels) ; 45 | train_data = cat(4,train_data,data) ; 46 | end 47 | save('cifar-10.mat','test_data','test_L','data_set','dataset_L','train_data','train_L'); 48 | end 49 | 50 | -------------------------------------------------------------------------------- /data/CIFAR-10/SaveFig.m: -------------------------------------------------------------------------------- 1 | function SaveFig() 2 | load('cifar-10.mat'); 3 | database img 4 | num_database = size(data_set, 4); 5 | fp = fopen('database_img.txt', 'wt'); 6 | fp_label = fopen('database_label.txt', 'wt'); 7 | for i = 1: num_database 8 | img = squeeze(data_set(:, :, :, i)); 9 | filename = ['database_img/' int2str(i) '.png']; 10 | fprintf(fp, '%s\n', filename) ; 11 | fprintf(fp_label, '%d\n', dataset_L(i)); 12 | imwrite(img, filename); 13 | fprintf('database: %d image finished\n', i); 14 | end 15 | fclose(fp); 16 | fclose(fp_label); 17 | 18 | % training img 19 | num_training= size(train_data, 4); 20 | fp = fopen('train_img.txt', 'wt'); 21 | fp_label = fopen('train_label.txt', 'wt'); 22 | for i = 1: num_training 23 | img = squeeze(train_data(:, :, :, i)); 24 | filename = ['train_img/' int2str(i) '.png']; 25 | fprintf(fp, '%s\n', filename) ; 26 | fprintf(fp_label, '%d\n', train_L(i)); 27 | imwrite(img, filename); 28 | fprintf('train: %d image finished\n', i); 29 | end 30 | fclose(fp); 31 | fclose(fp_label); 32 | 33 | % test img 34 | num_test = size(test_data, 4); 35 | fp = fopen('test_img.txt', 'wt'); 36 | fp_label = fopen('test_label.txt', 'wt'); 37 | for i = 1: num_test 38 | img = squeeze(test_data(:, :, :, i)); 39 | filename = ['test_img/' int2str(i) '.png']; 40 | fprintf(fp, '%s\n', filename) ; 41 | fprintf(fp_label, '%d\n', test_L(i)); 42 | imwrite(img, filename); 43 | fprintf('test: %d image finished\n', i); 44 | end 45 | fclose(fp); 46 | fclose(fp_label); 47 | end -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | --- 2 | A pytorch implementation for paper "Feature Learning based Deep Supervised Hashing with Pairwise Labels" 3 | --- 4 | ### 1. Running example: 5 | Environment: python 3 6 | 7 | Requirements: 8 | ```python 9 | pytorch 10 | torchvision 11 | ``` 12 | ### 2. Statement: 13 | As pytorch doesn't provide pretrained VGG-F model, unlike original DPSH [paper](https://cs.nju.edu.cn/lwj/paper/IJCAI16_DPSH.pdf), we use pretrained Alexnet or pretrained VGG-11 for feature learning part instead of pretrained VGG-F. 14 | ### 3. Data processing: 15 | Following DPSH MatConvNet source code, we can obtain cifar-10.mat. To prepare data for pytorch version DPSH, run script ./data/CIFAR-10/SaveFig.m to save image files. 16 | ### 6. Demo: 17 | ```python 18 | python DPSH_CIFAR_10_demo.py 19 | ``` 20 | ### 5. Result: 21 | #### Mean Average Precision on CIFAR-10. 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 |
Net StructurePlatFormCode Length
12 bits24 bits 32 bits48 bits
VGG-FMatConvNet 0.713 0.727 0.744 0.757
AlexnetPytorch 0.7505 0.7724 0.7758 0.7828
VGG-11Pytorch 0.7655 0.8042 0.8070 0.8108
40 | 41 | #### Training Loss on CIFAR-10. 42 | 43 | ![](./fig/CIFAR-10-loss.png) 44 | ### 6. Influence of Hyper-Parameter \lambda 45 | 46 | ![](./fig/CIFAR-10-lambda.png) 47 | 48 | -------------------------------------------------------------------------------- /utils/CalcHammingRanking.py: -------------------------------------------------------------------------------- 1 | import numpy as np 2 | 3 | def CalcHammingDist(B1, B2): 4 | q = B2.shape[1] 5 | distH = 0.5 * (q - np.dot(B1, B2.transpose())) 6 | return distH 7 | 8 | def CalcMap(qB, rB, queryL, retrievalL): 9 | # qB: {-1,+1}^{mxq} 10 | # rB: {-1,+1}^{nxq} 11 | # queryL: {0,1}^{mxl} 12 | # retrievalL: {0,1}^{nxl} 13 | num_query = queryL.shape[0] 14 | map = 0 15 | # print('++++++++++++++++++++++++++++++++++++++++++++++++++++++++++') 16 | 17 | for iter in range(num_query): 18 | gnd = (np.dot(queryL[iter, :], retrievalL.transpose()) > 0).astype(np.float32) 19 | tsum = np.sum(gnd) 20 | if tsum == 0: 21 | continue 22 | hamm = CalcHammingDist(qB[iter, :], rB) 23 | ind = np.argsort(hamm) 24 | gnd = gnd[ind] 25 | count = np.linspace(1, tsum, tsum) 26 | 27 | tindex = np.asarray(np.where(gnd == 1)) + 1.0 28 | map_ = np.mean(count / (tindex)) 29 | # print(map_) 30 | map = map + map_ 31 | map = map / num_query 32 | # print('++++++++++++++++++++++++++++++++++++++++++++++++++++++++++') 33 | 34 | return map 35 | 36 | def CalcTopMap(qB, rB, queryL, retrievalL, topk): 37 | # qB: {-1,+1}^{mxq} 38 | # rB: {-1,+1}^{nxq} 39 | # queryL: {0,1}^{mxl} 40 | # retrievalL: {0,1}^{nxl} 41 | num_query = queryL.shape[0] 42 | topkmap = 0 43 | # print('++++++++++++++++++++++++++++++++++++++++++++++++++++++++++') 44 | for iter in range(num_query): 45 | gnd = (np.dot(queryL[iter, :], retrievalL.transpose()) > 0).astype(np.float32) 46 | hamm = CalcHammingDist(qB[iter, :], rB) 47 | ind = np.argsort(hamm) 48 | gnd = gnd[ind] 49 | 50 | tgnd = gnd[0:topk] 51 | tsum = np.sum(tgnd) 52 | if tsum == 0: 53 | continue 54 | count = np.linspace(1, tsum, tsum) 55 | 56 | tindex = np.asarray(np.where(tgnd == 1)) + 1.0 57 | topkmap_ = np.mean(count / (tindex)) 58 | # print(topkmap_) 59 | topkmap = topkmap + topkmap_ 60 | topkmap = topkmap / num_query 61 | # print('++++++++++++++++++++++++++++++++++++++++++++++++++++++++++') 62 | return topkmap 63 | 64 | if __name__=='__main__': 65 | qB = np.array([[1,-1,1,1],[-1,1,-1,-1],[1,-1,-1,-1]]) 66 | rB = rB = np.array([ 67 | [ 1,-1,-1,-1], 68 | [-1, 1, 1,-1], 69 | [ 1, 1, 1,-1], 70 | [-1,-1, 1, 1], 71 | [ 1, 1,-1,-1], 72 | [ 1, 1, 1,-1], 73 | [-1, 1,-1,-1]]) 74 | queryL = np.array([ 75 | [1,0,0], 76 | [1,1,0], 77 | [0,0,1], 78 | ], dtype=np.int64) 79 | retrievalL = np.array([ 80 | [0,1,0], 81 | [1,1,0], 82 | [1,0,1], 83 | [0,0,1], 84 | [0,1,0], 85 | [0,0,1], 86 | [1,1,0], 87 | ], dtype=np.int64) 88 | 89 | topk = 5 90 | map = CalcMap(qB, rB, queryL, retrievalL) 91 | topkmap = CalcTopMap(qB, rB, queryL, retrievalL, topk) 92 | print(map) 93 | print(topkmap) 94 | 95 | 96 | -------------------------------------------------------------------------------- /utils/DataProcessing.py: -------------------------------------------------------------------------------- 1 | import torch 2 | import os 3 | import numpy as np 4 | from PIL import Image 5 | from torch.utils.data.dataset import Dataset 6 | 7 | class DatasetProcessingCIFAR_10(Dataset): 8 | def __init__(self, data_path, img_filename, label_filename, transform=None): 9 | self.img_path = data_path 10 | self.transform = transform 11 | # reading img file from file 12 | img_filepath = os.path.join(data_path, img_filename) 13 | fp = open(img_filepath, 'r') 14 | self.img_filename = [x.strip() for x in fp] 15 | fp.close() 16 | label_filepath = os.path.join(data_path, label_filename) 17 | fp_label = open(label_filepath, 'r') 18 | labels = [int(x.strip()) for x in fp_label] 19 | fp_label.close() 20 | self.label = labels 21 | 22 | def __getitem__(self, index): 23 | img = Image.open(os.path.join(self.img_path, self.img_filename[index])) 24 | img = img.convert('RGB') 25 | if self.transform is not None: 26 | img = self.transform(img) 27 | label = torch.LongTensor([self.label[index]]) 28 | return img, label, index 29 | def __len__(self): 30 | return len(self.img_filename) 31 | 32 | class DatasetProcessingNUS_WIDE(Dataset): 33 | def __init__(self, data_path, img_filename, label_filename, transform=None): 34 | self.img_path = data_path 35 | self.transform = transform 36 | img_filepath = os.path.join(data_path, img_filename) 37 | fp = open(img_filepath, 'r') 38 | self.img_filename = [x.strip() for x in fp] 39 | fp.close() 40 | label_filepath = os.path.join(data_path, label_filename) 41 | self.label = np.loadtxt(label_filepath, dtype=np.int64) 42 | 43 | def __getitem__(self, index): 44 | img = Image.open(os.path.join(self.img_path, self.img_filename[index])) 45 | img = img.convert('RGB') 46 | if self.transform is not None: 47 | img = self.transform(img) 48 | label = torch.from_numpy(self.label[index]) 49 | return img, label, index 50 | def __len__(self): 51 | return len(self.img_filename) 52 | 53 | class DatasetProcessingMS_COCO(Dataset): 54 | def __init__(self, data_path, img_filename, label_filename, transform=None): 55 | self.img_path = data_path 56 | self.transform = transform 57 | img_filepath = os.path.join(data_path, img_filename) 58 | fp = open(img_filepath, 'r') 59 | self.img_filename = [x.strip() for x in fp] 60 | fp.close() 61 | label_filepath = os.path.join(data_path, label_filename) 62 | self.label = np.loadtxt(label_filepath, dtype=np.int64) 63 | 64 | def __getitem__(self, index): 65 | img = Image.open(os.path.join(self.img_path, self.img_filename[index])) 66 | img = img.convert('RGB') 67 | if self.transform is not None: 68 | img = self.transform(img) 69 | label = torch.from_numpy(self.label[index]) 70 | return img, label, index 71 | def __len__(self): 72 | return len(self.img_filename) 73 | 74 | -------------------------------------------------------------------------------- /CNN_model.py: -------------------------------------------------------------------------------- 1 | import torch.nn as nn 2 | from torchvision import models 3 | import torchvision.transforms as transforms 4 | import torchvision.datasets as datasets 5 | from torch.autograd import Variable 6 | import torch 7 | 8 | class cnn_model(nn.Module): 9 | def __init__(self, original_model, model_name, bit): 10 | super(cnn_model, self).__init__() 11 | if model_name == 'vgg11': 12 | self.features = original_model.features 13 | cl1 = nn.Linear(25088, 4096) 14 | cl1.weight = original_model.classifier[0].weight 15 | cl1.bias = original_model.classifier[0].bias 16 | 17 | cl2 = nn.Linear(4096, 4096) 18 | cl2.weight = original_model.classifier[3].weight 19 | cl2.bias = original_model.classifier[3].bias 20 | 21 | self.classifier = nn.Sequential( 22 | cl1, 23 | nn.ReLU(inplace=True), 24 | nn.Dropout(), 25 | cl2, 26 | nn.ReLU(inplace=True), 27 | nn.Dropout(), 28 | nn.Linear(4096, bit), 29 | ) 30 | self.model_name = 'vgg11' 31 | if model_name == 'alexnet': 32 | self.features = original_model.features 33 | cl1 = nn.Linear(256 * 6 * 6, 4096) 34 | cl1.weight = original_model.classifier[1].weight 35 | cl1.bias = original_model.classifier[1].bias 36 | 37 | cl2 = nn.Linear(4096, 4096) 38 | cl2.weight = original_model.classifier[4].weight 39 | cl2.bias = original_model.classifier[4].bias 40 | 41 | self.classifier = nn.Sequential( 42 | nn.Dropout(), 43 | cl1, 44 | nn.ReLU(inplace=True), 45 | nn.Dropout(), 46 | cl2, 47 | nn.ReLU(inplace=True), 48 | nn.Linear(4096, bit), 49 | ) 50 | self.model_name = 'alexnet' 51 | 52 | # for p in self.features.parameters(): 53 | # p.requires_grad = False 54 | 55 | def forward(self, x): 56 | f = self.features(x) 57 | if self.model_name == 'vgg11': 58 | f = f.view(f.size(0), -1) 59 | if self.model_name == 'alexnet': 60 | f = f.view(f.size(0), 256 * 6 * 6) 61 | y = self.classifier(f) 62 | return y 63 | 64 | if __name__=="__main__": 65 | alexnet = models.alexnet(pretrained=True) 66 | print(alexnet) 67 | # vgg11_classifier = cnn_model(vgg11, 'vgg11', 1000) 68 | # 69 | # vgg11 = vgg11.cuda() 70 | # vgg11_classifier = vgg11_classifier.cuda() 71 | # 72 | # # evaluation phase 73 | # vgg11.eval() 74 | # vgg11_classifier.eval() 75 | # 76 | # normalize = transforms.Normalize(mean=[0.485, 0.456, 0.406], 77 | # std=[0.229, 0.224, 0.225]) 78 | # 79 | # train_loader = torch.utils.data.DataLoader( 80 | # datasets.ImageFolder('data/img/', transforms.Compose([ 81 | # transforms.Scale(256), 82 | # transforms.CenterCrop(224), 83 | # transforms.ToTensor(), 84 | # normalize, 85 | # ])), 86 | # batch_size=1, 87 | # shuffle=False, 88 | # num_workers=1, 89 | # ) 90 | # 91 | # criterion = nn.CrossEntropyLoss().cuda() 92 | # for i, (input, target) in enumerate(train_loader): 93 | # input_var = Variable(input.cuda()) 94 | # output1 = vgg11(input_var) 95 | # output2 = vgg11_classifier(input_var) 96 | # 97 | # print(output1) 98 | # print(output2) 99 | # 100 | 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| 9 991 | 9 992 | 9 993 | 9 994 | 9 995 | 9 996 | 9 997 | 9 998 | 9 999 | 9 1000 | 9 1001 | -------------------------------------------------------------------------------- /DPSH_CIFAR_10.py: -------------------------------------------------------------------------------- 1 | from torchvision import transforms 2 | import torch 3 | import torch.optim as optim 4 | from torch.autograd import Variable 5 | from torch.utils.data import DataLoader 6 | from torchvision import models 7 | import os 8 | import numpy as np 9 | import pickle 10 | from datetime import datetime 11 | 12 | import utils.DataProcessing as DP 13 | import utils.CalcHammingRanking as CalcHR 14 | 15 | import CNN_model 16 | 17 | def LoadLabel(filename, DATA_DIR): 18 | path = os.path.join(DATA_DIR, filename) 19 | fp = open(path, 'r') 20 | labels = [x.strip() for x in fp] 21 | fp.close() 22 | return torch.LongTensor(list(map(int, labels))) 23 | 24 | def EncodingOnehot(target, nclasses): 25 | target_onehot = torch.FloatTensor(target.size(0), nclasses) 26 | target_onehot.zero_() 27 | target_onehot.scatter_(1, target.view(-1, 1), 1) 28 | return target_onehot 29 | 30 | def CalcSim(batch_label, train_label): 31 | S = (batch_label.mm(train_label.t()) > 0).type(torch.FloatTensor) 32 | return S 33 | 34 | def CreateModel(model_name, bit, use_gpu): 35 | if model_name == 'vgg11': 36 | vgg11 = models.vgg11(pretrained=True) 37 | cnn_model = CNN_model.cnn_model(vgg11, model_name, bit) 38 | if model_name == 'alexnet': 39 | alexnet = models.alexnet(pretrained=True) 40 | cnn_model = CNN_model.cnn_model(alexnet, model_name, bit) 41 | if use_gpu: 42 | cnn_model = cnn_model.cuda() 43 | return cnn_model 44 | 45 | def AdjustLearningRate(optimizer, epoch, learning_rate): 46 | lr = learning_rate * (0.1 ** (epoch // 50)) 47 | for param_group in optimizer.param_groups: 48 | param_group['lr'] = lr 49 | return optimizer 50 | 51 | def GenerateCode(model, data_loader, num_data, bit, use_gpu): 52 | B = np.zeros([num_data, bit], dtype=np.float32) 53 | for iter, data in enumerate(data_loader, 0): 54 | data_input, _, data_ind = data 55 | if use_gpu: 56 | data_input = Variable(data_input.cuda()) 57 | else: data_input = Variable(data_input) 58 | output = model(data_input) 59 | if use_gpu: 60 | B[data_ind.numpy(), :] = torch.sign(output.cpu().data).numpy() 61 | else: 62 | B[data_ind.numpy(), :] = torch.sign(output.data).numpy() 63 | return B 64 | 65 | def Logtrick(x, use_gpu): 66 | if use_gpu: 67 | lt = torch.log(1+torch.exp(-torch.abs(x))) + torch.max(x, Variable(torch.FloatTensor([0.]).cuda())) 68 | else: 69 | lt = torch.log(1+torch.exp(-torch.abs(x))) + torch.max(x, Variable(torch.FloatTensor([0.]))) 70 | return lt 71 | def Totloss(U, B, Sim, lamda, num_train): 72 | theta = U.mm(U.t()) / 2 73 | t1 = (theta*theta).sum() / (num_train * num_train) 74 | l1 = (- theta * Sim + Logtrick(Variable(theta), False).data).sum() 75 | l2 = (U - B).pow(2).sum() 76 | l = l1 + lamda * l2 77 | return l, l1, l2, t1 78 | 79 | def DPSH_algo(bit, param, gpu_ind=0): 80 | # parameters setting 81 | os.environ['CUDA_VISIBLE_DEVICES'] = str(gpu_ind) 82 | 83 | DATA_DIR = 'data/CIFAR-10' 84 | DATABASE_FILE = 'database_img.txt' 85 | TRAIN_FILE = 'train_img.txt' 86 | TEST_FILE = 'test_img.txt' 87 | 88 | DATABASE_LABEL = 'database_label.txt' 89 | TRAIN_LABEL = 'train_label.txt' 90 | TEST_LABEL = 'test_label.txt' 91 | 92 | batch_size = 128 93 | epochs = 150 94 | learning_rate = 0.05 95 | weight_decay = 10 ** -5 96 | model_name = 'alexnet' 97 | nclasses = 10 98 | use_gpu = torch.cuda.is_available() 99 | 100 | filename = param['filename'] 101 | 102 | lamda = param['lambda'] 103 | param['bit'] = bit 104 | param['epochs'] = epochs 105 | param['learning rate'] = learning_rate 106 | param['model'] = model_name 107 | 108 | ### data processing 109 | transformations = transforms.Compose([ 110 | transforms.Scale(256), 111 | transforms.CenterCrop(224), 112 | transforms.ToTensor(), 113 | transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225]) 114 | ]) 115 | dset_database = DP.DatasetProcessingCIFAR_10( 116 | DATA_DIR, DATABASE_FILE, DATABASE_LABEL, transformations) 117 | 118 | dset_train = DP.DatasetProcessingCIFAR_10( 119 | DATA_DIR, TRAIN_FILE, TRAIN_LABEL, transformations) 120 | 121 | dset_test = DP.DatasetProcessingCIFAR_10( 122 | DATA_DIR, TEST_FILE, TEST_LABEL, transformations) 123 | 124 | num_database, num_train, num_test = len(dset_database), len(dset_train), len(dset_test) 125 | 126 | database_loader = DataLoader(dset_database, 127 | batch_size=batch_size, 128 | shuffle=False, 129 | num_workers=4 130 | ) 131 | 132 | train_loader = DataLoader(dset_train, 133 | batch_size=batch_size, 134 | shuffle=True, 135 | num_workers=4 136 | ) 137 | 138 | test_loader = DataLoader(dset_test, 139 | batch_size=batch_size, 140 | shuffle=False, 141 | num_workers=4 142 | ) 143 | 144 | ### create model 145 | model = CreateModel(model_name, bit, use_gpu) 146 | optimizer = optim.SGD( 147 | model.parameters(), 148 | lr=learning_rate, 149 | weight_decay=weight_decay) 150 | 151 | ### training phase 152 | # parameters setting 153 | B = torch.zeros(num_train, bit) 154 | U = torch.zeros(num_train, bit) 155 | train_labels = LoadLabel(TRAIN_LABEL, DATA_DIR) 156 | train_labels_onehot = EncodingOnehot(train_labels, nclasses) 157 | test_labels = LoadLabel(TEST_LABEL, DATA_DIR) 158 | test_labels_onehot = EncodingOnehot(test_labels, nclasses) 159 | 160 | train_loss = [] 161 | map_record = [] 162 | 163 | totloss_record = [] 164 | totl1_record = [] 165 | totl2_record = [] 166 | t1_record = [] 167 | 168 | Sim = CalcSim(train_labels_onehot, train_labels_onehot) 169 | 170 | for epoch in range(epochs): 171 | epoch_loss = 0.0 172 | ## training epoch 173 | for iter, traindata in enumerate(train_loader, 0): 174 | train_input, train_label, batch_ind = traindata 175 | train_label = torch.squeeze(train_label) 176 | if use_gpu: 177 | train_label_onehot = EncodingOnehot(train_label, nclasses) 178 | train_input, train_label = Variable(train_input.cuda()), Variable(train_label.cuda()) 179 | S = CalcSim(train_label_onehot, train_labels_onehot) 180 | else: 181 | train_label_onehot = EncodingOnehot(train_label, nclasses) 182 | train_input, train_label = Variable(train_input), Variable(train_label) 183 | S = CalcSim(train_label_onehot, train_labels_onehot) 184 | 185 | model.zero_grad() 186 | train_outputs = model(train_input) 187 | for i, ind in enumerate(batch_ind): 188 | U[ind, :] = train_outputs.data[i] 189 | B[ind, :] = torch.sign(train_outputs.data[i]) 190 | 191 | Bbatch = torch.sign(train_outputs) 192 | if use_gpu: 193 | theta_x = train_outputs.mm(Variable(U.cuda()).t()) / 2 194 | logloss = (Variable(S.cuda())*theta_x - Logtrick(theta_x, use_gpu)).sum() \ 195 | / (num_train * len(train_label)) 196 | regterm = (Bbatch-train_outputs).pow(2).sum() / (num_train * len(train_label)) 197 | else: 198 | theta_x = train_outputs.mm(Variable(U).t()) / 2 199 | logloss = (Variable(S)*theta_x - Logtrick(theta_x, use_gpu)).sum() \ 200 | / (num_train * len(train_label)) 201 | regterm = (Bbatch-train_outputs).pow(2).sum() / (num_train * len(train_label)) 202 | 203 | loss = - logloss + lamda * regterm 204 | loss.backward() 205 | optimizer.step() 206 | epoch_loss += loss.data[0] 207 | 208 | # print('[Training Phase][Epoch: %3d/%3d][Iteration: %3d/%3d] Loss: %3.5f' % \ 209 | # (epoch + 1, epochs, iter + 1, np.ceil(num_train / batch_size),loss.data[0])) 210 | print('[Train Phase][Epoch: %3d/%3d][Loss: %3.5f]' % (epoch+1, epochs, epoch_loss / len(train_loader)), end='') 211 | optimizer = AdjustLearningRate(optimizer, epoch, learning_rate) 212 | 213 | l, l1, l2, t1 = Totloss(U, B, Sim, lamda, num_train) 214 | totloss_record.append(l) 215 | totl1_record.append(l1) 216 | totl2_record.append(l2) 217 | t1_record.append(t1) 218 | 219 | print('[Total Loss: %10.5f][total L1: %10.5f][total L2: %10.5f][norm theta: %3.5f]' % (l, l1, l2, t1), end='') 220 | 221 | ### testing during epoch 222 | qB = GenerateCode(model, test_loader, num_test, bit, use_gpu) 223 | tB = torch.sign(B).numpy() 224 | map_ = CalcHR.CalcMap(qB, tB, test_labels_onehot.numpy(), train_labels_onehot.numpy()) 225 | train_loss.append(epoch_loss / len(train_loader)) 226 | map_record.append(map_) 227 | 228 | print('[Test Phase ][Epoch: %3d/%3d] MAP(retrieval train): %3.5f' % (epoch+1, epochs, map_)) 229 | print(len(train_loader)) 230 | ### evaluation phase 231 | ## create binary code 232 | model.eval() 233 | database_labels = LoadLabel(DATABASE_LABEL, DATA_DIR) 234 | database_labels_onehot = EncodingOnehot(database_labels, nclasses) 235 | qB = GenerateCode(model, test_loader, num_test, bit, use_gpu) 236 | dB = GenerateCode(model, database_loader, num_database, bit, use_gpu) 237 | 238 | map = CalcHR.CalcMap(qB, dB, test_labels_onehot.numpy(), database_labels_onehot.numpy()) 239 | print('[Retrieval Phase] MAP(retrieval database): %3.5f' % map) 240 | 241 | result = {} 242 | result['qB'] = qB 243 | result['dB'] = dB 244 | result['train loss'] = train_loss 245 | result['map record'] = map_record 246 | result['map'] = map 247 | result['param'] = param 248 | result['total loss'] = totloss_record 249 | result['l1 loss'] = totl1_record 250 | result['l2 loss'] = totl2_record 251 | result['norm theta'] = t1_record 252 | result['filename'] = filename 253 | 254 | return result 255 | 256 | if __name__=='__main__': 257 | bit = 12 258 | lamda = 50 259 | gpu_ind = 0 260 | filename = 'log/DPSH_' + str(bit) + 'bits_NUS-WIDE_' + datetime.now().strftime("%y-%m-%d-%H-%M-%S") + '.pkl' 261 | param = {} 262 | param['lambda'] = lamda 263 | param['filename'] = filename 264 | result = DPSH_algo(bit, param, gpu_ind) 265 | fp = open(result['filename'], 'wb') 266 | pickle.dump(result, fp) 267 | fp.close() 268 | 269 | -------------------------------------------------------------------------------- /data/CIFAR-10/test_img.txt: 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