(self, val, n=1)

(self, adj, batch_size, nfeat=512, nhid=512, nclass=512, dropout=0.6, alpha=0.2, nheads=2)

(self, block, planes, blocks, stride=1, dilate=False)

(root_path, flag, dataset_name)

(all_label_json, num_frames)

(self, inplanes, planes, stride=1, downsample=None, groups=1, base_width=64, dilation=1)

(probs, labels, thr)

(label_list, prob_list, rate=0.01)

()

(self, Wh)

(data_dir, label_save_dir)

(test_loader, net)

(probs, labels, grid_density = 10000)

(probs, labels, thr)

(root_path, train_data, train_num_frames, test_data, test_num_frames, batchsize)

(probs, grid_density)

(data_dir, label_save_dir)

()

(data_dir, label_save_dir)

(data_dir, label_save_dir)

(self)

(path,train_data,test_data)

()

(self, item)

(self)

(self, data, transforms=None, train=True)

(self, dim_in, dim_out)

(self, in_features, out_features, dropout, alpha, concat=True)

(self)

(self, block=IBasicBlock, layers=[2,2,2,2], dropout=0, num_features=512, zero_init_residual=

(self)

(self, image_size=128, conv_dim=64, c_dim=5, repeat_num=6)

(self, PAE_net, downstream_net, target_net,downstream_name='FR')

(self)

(self)

(self, x)

(self, x)

(self, h, adj)

(self, input)

(self, x)

(self, x)

(self, x)

(self, x)

(self, x )