From 79774f699d81da6f2b3b4265958243e8d09c0af4 Mon Sep 17 00:00:00 2001 From: qiuyu Date: Tue, 25 Mar 2025 23:08:20 +0800 Subject: [PATCH 1/6] first submit --- examples/cobformer/cobformer_trainer.py | 267 ++++++++++++++++++++++++ examples/cobformer/partition.py | 88 ++++++++ examples/cobformer/readme.md | 1 + 3 files changed, 356 insertions(+) create mode 100644 examples/cobformer/cobformer_trainer.py create mode 100644 examples/cobformer/partition.py create mode 100644 examples/cobformer/readme.md diff --git a/examples/cobformer/cobformer_trainer.py b/examples/cobformer/cobformer_trainer.py new file mode 100644 index 00000000..02a2aac6 --- /dev/null +++ b/examples/cobformer/cobformer_trainer.py @@ -0,0 +1,267 @@ +import argparse +import tensorlayerx as tlx +import numpy as np +import warnings +import os.path as osp +import random +from sklearn.metrics import f1_score +import torch.optim as optim +import torch +from partition import partition_patch +from gammagl.datasets import Planetoid +from gammagl.utils import get_train_val_test_split +from gammagl.models.cobformer import CoBFormer + +def eval_f1(pred, label, num_classes): + # 将tlx tensor转换为numpy数组 + pred = tlx.convert_to_numpy(pred) + label = tlx.convert_to_numpy(label) + micro = f1_score(label, pred, average='micro') + macro = f1_score(label, pred, average='macro') + return micro, macro + + +def co_train(model, data, label, patch, split_index, optimizer): + model.train() + optimizer.zero_grad() + # 如果data中有edge_weight就使用,否则为None + edge_weight = data.edge_weight if hasattr(data, 'edge_weight') else None + pred1, pred2 = model(data.x, patch, data.edge_index, edge_weight=edge_weight, num_nodes=data.num_nodes) + loss = model.loss(pred1, pred2, label, split_index['train']) + loss.backward() + optimizer.step() + # eval + model.eval() + with torch.no_grad(): + pred1, pred2 = model(data.x, patch, data.edge_index, edge_weight=edge_weight, num_nodes=data.num_nodes) + + # 直接使用data.y,如果需要确保是一维张量,可以使用索引或view操作 + y = data.y + if len(y.shape) > 1: + y = y.view(-1) # 或使用 y = y[:, 0] 如果是二维的 + + num_classes = int(tlx.reduce_max(y) + 1) + + y1_ = tlx.argmax(pred1, axis=1) + if len(y1_.shape) > 1: + y1_ = y1_.view(-1) + + micro_val1, macro_val1 = eval_f1(y1_[split_index['valid']], y[split_index['valid']], num_classes) + micro_test1, macro_test1 = eval_f1(y1_[split_index['test']], y[split_index['test']], num_classes) + + y2_ = tlx.argmax(pred2, axis=1) + if len(y2_.shape) > 1: + y2_ = y2_.view(-1) + + micro_val2, macro_val2 = eval_f1(y2_[split_index['valid']], y[split_index['valid']], num_classes) + micro_test2, macro_test2 = eval_f1(y2_[split_index['test']], y[split_index['test']], num_classes) + + return micro_val1, micro_test1, macro_val1, macro_test1, micro_val2, micro_test2, macro_val2, macro_test2 + + +def fix_seed(seed): + random.seed(seed) + np.random.seed(seed) + tlx.set_seed(seed) + tlx.set_device(device=f'gpu:{args.gpu_id}', id=args.gpu_id) + +def co_early_stop_train(epochs, patience, model, data, label, patch, split_index, optimizer, show_details, + postfix, save_path=None): + best_epoch1 = 0 + best_epoch2 = 0 + acc_val1_max = 0. + acc_val2_max = 0. + logger = [] + max_val = -10000 + + for epoch in range(1, epochs + 1): + micro_val1, micro_test1, macro_val1, macro_test1, micro_val2, micro_test2, macro_val2, macro_test2 = co_train( + model, data, label, patch, split_index, optimizer) + logger.append( + [micro_val1, micro_test1, macro_val1, macro_test1, micro_val2, micro_test2, macro_val2, macro_test2]) + + if show_details and epoch % 50 == 0: + print( + f'(T) | Epoch={epoch:03d}\n', + f'micro_val1={micro_val1:.4f}, micro_test1={micro_test1:.4f}, macro_val1={macro_val1:.4f}, macro_test1={macro_test1:.4f}\n', + f'micro_val2={micro_val2:.4f}, micro_test2={micro_test2:.4f}, macro_val2={macro_val2:.4f}, macro_test2={macro_test2:.4f}\n') + + logger = tlx.convert_to_tensor(logger) + ind = tlx.argmax(logger, axis=0) + + res_gnn = [] + res_trans = [] + + res_gnn.append(logger[ind[0]][0]) + res_gnn.append(logger[ind[0]][1]) + res_gnn.append(logger[ind[2]][2]) + res_gnn.append(logger[ind[2]][3]) + res_gnn.append(logger[ind[1]][1]) + res_gnn.append(logger[ind[3]][3]) + + res_trans.append(logger[ind[4]][4]) + res_trans.append(logger[ind[4]][5]) + res_trans.append(logger[ind[6]][6]) + res_trans.append(logger[ind[6]][7]) + res_trans.append(logger[ind[5]][5]) + res_trans.append(logger[ind[7]][7]) + + return res_gnn, res_trans + +def run(args, device, data, patch, split_idx, alpha, tau, postfix): + learning_rate = args.learning_rate + weight_decay = args.weight_decay + gcn_wd = args.gcn_wd + num_hidden = args.num_hidden + activation = tlx.relu + num_layers = args.num_layers + n_head = args.n_head + num_epochs = args.num_epochs + gcn_type = args.gcn_type + gcn_layers = args.gcn_layers + gcn_use_bn = args.gcn_use_bn + use_patch_attn = args.use_patch_attn + show_details = args.show_details + + # 确保patch是long类型 + try: + patch = tlx.cast(patch, dtype=tlx.int64) + except: + patch = tlx.convert_to_tensor(patch, dtype=tlx.int64) + + num_nodes = data.num_nodes + num_classes = data.y.max() + 1 + num_features = data.x.shape[-1] + # 将label转换为one-hot编码,且转换为浮点类型label = F.one_hot(data.label, num_classes).float() + label = tlx.nn.OneHot(num_classes)(data.y) + label = tlx.cast(label, dtype=tlx.float32) + + model = CoBFormer(num_nodes, num_features, num_hidden, num_classes, activation, layers=num_layers, + gcn_layers=gcn_layers, gcn_type=gcn_type, n_head=n_head, alpha=alpha, tau=tau, + gcn_use_bn=gcn_use_bn, use_patch_attn=use_patch_attn) + + if args.dataset in ['film', 'CiteSeer', 'Cora', 'PubMed', "Deezer"]: + # 为不同参数组设置不同的权重衰减 + # bga_params = [] + # gcn_params = [] + # for name, param in model.named_parameters(): + # if 'bga' in name: + # bga_params.append(param) + # elif 'gcn' in name: + # gcn_params.append(param) + + optimizer = optim.Adam([ + {'params': model.bga.parameters(), 'weight_decay': weight_decay}, + {'params': model.gcn.parameters(), 'weight_decay': gcn_wd} + ], lr=learning_rate) + else: + optimizer = optim.Adam(model.parameters(), lr=learning_rate, weight_decay=weight_decay) + + patience = num_epochs + + res_gnn, res_trans = co_early_stop_train( + num_epochs, patience, + model, data, label, + patch, split_idx, + optimizer, show_details, + postfix) + + print("=== Train Final ===") + print( + f'micro_val1={res_gnn[0]:.4f}, micro_test1={res_gnn[1]:.4f}, macro_val1={res_gnn[2]:.4f}, macro_test1={res_gnn[3]:.4f}, micro_best1={res_gnn[4]:.4f}, macro_best1={res_gnn[5]:.4f},\n', + f'micro_val2={res_trans[0]:.4f}, micro_test2={res_trans[1]:.4f}, macro_val2={res_trans[2]:.4f}, macro_test2={res_trans[3]:.4f}, micro_best2={res_trans[4]:.4f}, macro_best2={res_trans[5]:.4f}\n') + + return res_gnn, res_trans + +if __name__ == '__main__': + warnings.filterwarnings('ignore') + parser = argparse.ArgumentParser() + parser.add_argument('--dataset', type=str, default='Cora') + parser.add_argument('--learning_rate', type=float, default=0.01) + parser.add_argument('--weight_decay', type=float, default=5e-4) + parser.add_argument('--gcn_wd', type=float, default=5e-4) + parser.add_argument('--gpu_id', type=int, default=6) + parser.add_argument('--num_hidden', type=int, default=64, help='隐藏层维度') + parser.add_argument('--num_layers', type=int, default=1, help='层数') + parser.add_argument('--n_head', type=int, default=4, help='注意力头数') + parser.add_argument('--num_epochs', type=int, default=500, help='训练轮数') + parser.add_argument('--gcn_use_bn', action='store_true', help='gcn use batch norm') + parser.add_argument('--use_patch_attn', action='store_true', help='transformer use patch attention') + parser.add_argument('--show_details', type=bool, default=True) + parser.add_argument('--gcn_type', type=int, default=1) + parser.add_argument('--gcn_layers', type=int, default=2) + parser.add_argument('--n_patch', type=int, default=112) + parser.add_argument('--batch_size', type=int, default=100000) + parser.add_argument('--seed', type=int, default=123) + parser.add_argument('--train_prop', type=float, default=.6) + parser.add_argument('--valid_prop', type=float, default=.2) + parser.add_argument('--alpha', type=float, default=.8) + parser.add_argument('--tau', type=float, default=.3) + + args = parser.parse_args() + + assert args.gpu_id in range(0, 8) + device = tlx.get_device() + + fix_seed(args.seed) + + path = osp.join(osp.expanduser('~'), 'datasets', args.dataset) + n_patch = args.n_patch + alpha = args.alpha + tau = args.tau + load_path = None + if args.dataset in ['ogbn-products']: + load_path = f'Data/partition/{args.dataset}_partition_{n_patch}.pt' + + postfix = "test" + runs = 5 + print("n_patch: ", n_patch) + + dataset = Planetoid(path, args.dataset) + data = dataset[0] + + data.train_mask = tlx.convert_to_numpy(data.train_mask) + data.val_mask = tlx.convert_to_numpy(data.val_mask) + data.test_mask = tlx.convert_to_numpy(data.test_mask) + # 在各个mask后面pad一个维度,pad的值为0,mask是一维数组,用np.pad(mask, (0, 1), mode='constant') + data.train_mask = np.pad(data.train_mask, (0, 1), mode='constant') + data.val_mask = np.pad(data.val_mask, (0, 1), mode='constant') + data.test_mask = np.pad(data.test_mask, (0, 1), mode='constant') + + split_idx = { + 'train': data.train_mask, + 'valid': data.val_mask, + 'test': data.test_mask + } + + + patch = partition_patch(data, n_patch, load_path) + batch_size = args.batch_size + + results = [[], []] + for r in range(runs): + res_gnn, res_trans = run(args, device, data, patch, split_idx, alpha, tau, postfix) + results[0].append(res_gnn) + results[1].append(res_trans) + + print(f"==== Final GNN====") + result = tlx.convert_to_tensor(results[0]) * 100. # 替换torch.tensor + print(result) + print(f"max: {tlx.ops.reduce_max(result, axis=0)}") # 使用 tlx.ops.reduce_max + print(f"min: {tlx.ops.reduce_min(result, axis=0)}") # 使用 tlx.ops.reduce_min + print(f"mean: {tlx.ops.reduce_mean(result, axis=0)}") # 使用 tlx.ops.reduce_mean + print(f"std: {tlx.ops.reduce_std(result, axis=0)}") # 使用 tlx.ops.reduce_std + + print(f'GNN Micro: {tlx.ops.reduce_mean(result, axis=0)[1]:.2f} ± {tlx.ops.reduce_std(result, axis=0)[1]:.2f}') + print(f'GNN Macro: {tlx.ops.reduce_mean(result, axis=0)[3]:.2f} ± {tlx.ops.reduce_std(result, axis=0)[3]:.2f}') + + print(f"==== Final Trans====") + result = tlx.convert_to_tensor(results[1]) * 100. + print(result) + print(f"max: {tlx.ops.reduce_max(result, axis=0)}") + print(f"min: {tlx.ops.reduce_min(result, axis=0)}") + print(f"mean: {tlx.ops.reduce_mean(result, axis=0)}") + print(f"std: {tlx.ops.reduce_std(result, axis=0)}") + + print(f'Trans Micro: {tlx.ops.reduce_mean(result, axis=0)[1]:.2f} ± {tlx.ops.reduce_std(result, axis=0)[1]:.2f}') + print(f'Trans Macro: {tlx.ops.reduce_mean(result, axis=0)[3]:.2f} ± {tlx.ops.reduce_std(result, axis=0)[3]:.2f}') \ No newline at end of file diff --git a/examples/cobformer/partition.py b/examples/cobformer/partition.py new file mode 100644 index 00000000..5cd31a2a --- /dev/null +++ b/examples/cobformer/partition.py @@ -0,0 +1,88 @@ +import tensorlayerx as tlx +import numpy as np +import networkx as nx +import metis + +def partition_patch(graph, n_patches, load_path=None): + + if load_path is not None: + # 使用 numpy 加载数据,假设数据是保存为 .npy 文件 + patch = np.load(load_path) + patch = tlx.convert_to_tensor(patch, dtype=tlx.int64) + else: + if n_patches == 1: + patch = np.arange(graph.num_nodes + 1) + patch = tlx.convert_to_tensor(patch, dtype=tlx.int64) + patch = tlx.expand_dims(patch, axis=0) + else: + patch = metis_partition(g=graph, n_patches=n_patches) + + print('metis done!!!') + + print('patch done!!!') + + # Graph update operations + + # torch版本的pad,可对比看是否使用正确 + graph.num_nodes += 1 + ''' + torch版本 + graph.x = F.pad(graph.x, [0, 0, 0, 1]) + # label = F.pad(label, [0, 1]) + graph.y = F.pad(graph.y, [0, 1]) + ''' + # 对x进行padding + x_shape = graph.x.shape + padded_x = np.pad(tlx.convert_to_numpy(graph.x), + pad_width=((0, 1), (0, 0)), + mode='constant', + constant_values=0) + graph.x = tlx.convert_to_tensor(padded_x) + + # 对y进行padding + padded_y = np.pad(tlx.convert_to_numpy(graph.y), + pad_width=(0, 1), + mode='constant', + constant_values=0) + graph.y = tlx.convert_to_tensor(padded_y) + + return patch + +def metis_partition(g, n_patches=50): + + if g.num_nodes < n_patches: + # 如果节点数小于需要的分割数,则直接随机分配 + membership = np.random.permutation(n_patches) + membership = tlx.convert_to_tensor(membership, dtype=tlx.int64) + else: + # 如果节点数大于或等于分割数,使用 METIS 进行分割 + adjlist = g.edge_index.T # 获取边的邻接列表 + G = nx.Graph() # 创建一个空的无向图 + G.add_nodes_from(np.arange(g.num_nodes)) # 添加节点 + G.add_edges_from(adjlist.tolist()) # 添加边 + + # 使用 METIS 分割图 + cuts, membership = metis.part_graph(G, n_patches, recursive=True) + + # 确保每个节点的归属部分数量不小于节点数 + assert len(membership) >= g.num_nodes + membership = tlx.convert_to_tensor(membership[:g.num_nodes], dtype=tlx.int64) + + patch = [] # 用于存储每个分割部分的节点索引 + max_patch_size = -1 # 用于记录最大的子图大小 + + for i in range(n_patches): + patch.append(list()) + # 使用 numpy 的 np.where 来代替 torch.where + patch[-1] = np.where(membership == i)[0].tolist() # 归属到 i 号部分的节点 + max_patch_size = max(max_patch_size, len(patch[-1])) # 更新最大的子图大小 + + # 填充所有子图,使它们的大小一致 + for i in range(len(patch)): + l = len(patch[i]) + if l < max_patch_size: + patch[i] += [g.num_nodes] * (max_patch_size - l) + + patch = tlx.convert_to_tensor(patch, dtype=tlx.int64) # 返回最终的分割结果 + + return patch diff --git a/examples/cobformer/readme.md b/examples/cobformer/readme.md new file mode 100644 index 00000000..13285cbc --- /dev/null +++ b/examples/cobformer/readme.md @@ -0,0 +1 @@ +python cobformer_trainer.py --dataset=Cora --learning_rate=0.01 --gcn_wd=1e-3 --weight_decay=5e-5 --gcn_type=1 --gcn_layers=2 --n_patch=112 --use_patch_attn --alpha=0.7 --tau=0.3 --gpu_id=0 From cce1e008fd689b87346c193521e541c1a53373a9 Mon Sep 17 00:00:00 2001 From: qiuyu Date: Tue, 25 Mar 2025 23:19:45 +0800 Subject: [PATCH 2/6] first commit cobformer --- gammagl/layers/attention/bga.py | 35 ++++++++ gammagl/layers/attention/bga_layer.py | 125 ++++++++++++++++++++++++++ gammagl/models/__init__.py | 2 + gammagl/models/cobformer.py | 49 ++++++++++ 4 files changed, 211 insertions(+) create mode 100644 gammagl/layers/attention/bga.py create mode 100644 gammagl/layers/attention/bga_layer.py create mode 100644 gammagl/models/cobformer.py diff --git a/gammagl/layers/attention/bga.py b/gammagl/layers/attention/bga.py new file mode 100644 index 00000000..b5b4e4fa --- /dev/null +++ b/gammagl/layers/attention/bga.py @@ -0,0 +1,35 @@ +import tensorlayerx as tlx +from bga_layer import BGALayer + + +class BGA(tlx.nn.Module): + def __init__(self, num_nodes: int, in_channels: int, hidden_channels: int, out_channels: int, + layers: int, n_head: int, use_patch_attn=True, dropout1=0.5, dropout2=0.1, need_attn=False): + super(BGA, self).__init__() + self.layers = layers + self.n_head = n_head + self.num_nodes = num_nodes + self.dropout = tlx.nn.Dropout(p=dropout1) + # 初始化线性层,直接使用nn.Linear + self.attribute_encoder = tlx.nn.Linear(in_features=in_channels, out_features=hidden_channels) + self.BGALayers = tlx.nn.ModuleList() + for _ in range(0, layers): + self.BGALayers.append( + BGALayer(n_head, hidden_channels, use_patch_attn, dropout=dropout2)) + self.classifier = tlx.nn.Linear(in_features=hidden_channels, out_features=out_channels) + self.attn = [] + + def forward(self, x: tlx.Tensor, patch: tlx.Tensor, need_attn=False): + patch_mask = tlx.cast(patch != self.num_nodes - 1, dtype=tlx.float32) + patch_mask = tlx.expand_dims(patch_mask, axis=-1) + attn_mask = tlx.cast(tlx.matmul(patch_mask, tlx.transpose(patch_mask, perm=[0, 2, 1])), dtype=tlx.int32) + + x = tlx.relu(self.attribute_encoder(x)) + + for i in range(0, self.layers): + x = self.BGALayers[i](x, patch, attn_mask, need_attn) + if need_attn: + self.attn.append(self.BGALayers[i].attn) + x = self.dropout(x) + x = self.classifier(x) + return x \ No newline at end of file diff --git a/gammagl/layers/attention/bga_layer.py b/gammagl/layers/attention/bga_layer.py new file mode 100644 index 00000000..2140e7c4 --- /dev/null +++ b/gammagl/layers/attention/bga_layer.py @@ -0,0 +1,125 @@ +from tqdm import tqdm +import tensorlayerx as tlx +import math + + +class MultiHeadAttention(tlx.nn.Module): + ''' Multi-Head Attention module ''' + + def __init__(self, n_head, channels, dropout=0.1): + super(MultiHeadAttention, self).__init__() + + self.n_head = n_head + self.channels = channels + d_q = d_k = d_v = channels // n_head + + self.w_qs = tlx.nn.Linear(in_features=channels, out_features=channels, b_init=None) + self.w_ks = tlx.nn.Linear(in_features=channels, out_features=channels, b_init=None) + self.w_vs = tlx.nn.Linear(in_features=channels, out_features=channels, b_init=None) + self.fc = tlx.nn.Linear(in_features=channels, out_features=channels, b_init=None) + + self.temperature = d_k ** 0.5 + self.dropout = tlx.nn.Dropout(p=dropout) + + def forward(self, q, k, v, mask=None): + n_head = self.n_head + d_q = d_k = d_v = self.channels // n_head + + # Get batch size and sequence length + q_shape = tlx.get_tensor_shape(q) + k_shape = tlx.get_tensor_shape(k) + v_shape = tlx.get_tensor_shape(v) + + B_q, N_q = q_shape[0], q_shape[1] + B_k, N_k = k_shape[0], k_shape[1] + B_v, N_v = v_shape[0], v_shape[1] + + residual = q + + # Linear projections and reshape + q = tlx.reshape(self.w_qs(q), shape=[B_q, N_q, n_head, d_q]) + k = tlx.reshape(self.w_ks(k), shape=[B_k, N_k, n_head, d_k]) + v = tlx.reshape(self.w_vs(v), shape=[B_v, N_v, n_head, d_v]) + + # Transpose for attention + q = tlx.transpose(q, perm=[0, 2, 1, 3]) + k = tlx.transpose(k, perm=[0, 2, 1, 3]) + v = tlx.transpose(v, perm=[0, 2, 1, 3]) + + # Scaled Dot-Product Attention + attn = tlx.matmul(q / self.temperature, tlx.transpose(k, perm=[0, 1, 3, 2])) + + if mask is not None: + mask = tlx.expand_dims(mask, axis=1) + attn = tlx.where(mask == 0, tlx.ones_like(attn) * (-1e9), attn) + + attn = self.dropout(tlx.softmax(attn, axis=-1)) + output = tlx.matmul(attn, v) + + # Transpose back and reshape + output = tlx.transpose(output, perm=[0, 2, 1, 3]) + output = tlx.reshape(output, shape=[B_q, N_q, -1]) + + # Final linear projection + output = self.fc(output) + output = output + residual + + return output, attn + + +class FFN(tlx.nn.Module): + ''' A two-feed-forward-layer module ''' + + def __init__(self, channels, dropout=0.1): + super(FFN, self).__init__() + self.lin1 = tlx.nn.Linear(in_features=channels, out_features=channels) # position-wise + self.lin2 = tlx.nn.Linear(in_features=channels, out_features=channels) # position-wise + self.layer_norm = tlx.nn.LayerNorm(normalized_shape=channels, epsilon=1e-6) + self.dropout = tlx.nn.Dropout(p=dropout) + + def forward(self, x): + residual = x + x = self.layer_norm(x) + x = self.dropout(x) + x = tlx.relu(self.lin1(x)) + x = self.lin2(x) + residual + + return x + + +class BGALayer(tlx.nn.Module): + def __init__(self, n_head, channels, use_patch_attn=True, dropout=0.1): + super(BGALayer, self).__init__() + self.node_norm = tlx.nn.LayerNorm(normalized_shape=channels, epsilon=1e-6) + self.node_transformer = MultiHeadAttention(n_head, channels, dropout) + self.patch_norm = tlx.nn.LayerNorm(normalized_shape=channels, epsilon=1e-6) + self.patch_transformer = MultiHeadAttention(n_head, channels, dropout) + self.node_ffn = FFN(channels, dropout) + self.patch_ffn = FFN(channels, dropout) + self.fuse_lin = tlx.nn.Linear(in_features=2 * channels, out_features=channels) + self.use_patch_attn = use_patch_attn + + def forward(self, x, patch, attn_mask=None, need_attn=False): + x = self.node_norm(x) + + patch_x = x[patch] + patch_x, attn = self.node_transformer(patch_x, patch_x, patch_x, attn_mask) + patch_x = self.node_ffn(patch_x) + + if self.use_patch_attn: + p = self.patch_norm(tlx.reduce_mean(patch_x, axis=1, keepdims=False)) + p = tlx.expand_dims(p, axis=0) + p, _ = self.patch_transformer(p, p, p) + p = self.patch_ffn(p) + p = tlx.transpose(p, perm=[1, 0, 2]) + + # repeat操作 + patch_shape = tlx.get_tensor_shape(patch) + p = tlx.tile(p, [1, patch_shape[1], 1]) + + z = tlx.concat([patch_x, p], axis=2) + patch_x = tlx.relu(self.fuse_lin(z)) + patch_x + + x[patch] = patch_x + + return x \ No newline at end of file diff --git a/gammagl/models/__init__.py b/gammagl/models/__init__.py index f7a1de31..6485723b 100644 --- a/gammagl/models/__init__.py +++ b/gammagl/models/__init__.py @@ -65,6 +65,7 @@ from .rohehan import RoheHAN from .gcil import GCILModel, LogReg from .sgformer import SGFormerModel +from .cobformer import CoBFormer __all__ = [ 'HeCo', @@ -138,6 +139,7 @@ 'GCILModel', 'LogReg', 'sgformer', + 'CoBFormer', ] classes = __all__ diff --git a/gammagl/models/cobformer.py b/gammagl/models/cobformer.py new file mode 100644 index 00000000..4e58ca29 --- /dev/null +++ b/gammagl/models/cobformer.py @@ -0,0 +1,49 @@ +import tensorlayerx as tlx +from gammagl.models import GCNModel as GCN +from gammagl.layers.attention.bga import BGA + +class CoBFormer(tlx.nn.Module): + def __init__(self, num_nodes: int, in_channels: int, hidden_channels: int, out_channels: int, + activation, gcn_layers: int, gcn_type: int, layers: int, n_head: int, dropout1=0.5, dropout2=0.1, + alpha=0.8, tau=0.5, gcn_use_bn=False, use_patch_attn=True): + super(CoBFormer, self).__init__() + self.alpha = alpha + self.tau = tau + self.layers = layers + self.n_head = n_head + self.num_nodes = num_nodes + self.activation = activation + self.dropout = tlx.layers.Dropout(p=dropout1) + self.gcn = GCN( + feature_dim=in_channels, + hidden_dim=hidden_channels, + num_class=out_channels, + drop_rate=dropout1, + num_layers=gcn_layers + ) + self.bga = BGA(num_nodes, in_channels, hidden_channels, out_channels, layers, n_head, + use_patch_attn, dropout1, dropout2) + self.attn = None + + def forward(self, x, patch, edge_index, edge_weight=None, num_nodes=None, need_attn=False): + z1 = self.gcn(x, edge_index, edge_weight=edge_weight, num_nodes=num_nodes) + z2 = self.bga(x, patch, need_attn) + if need_attn: + self.attn = self.bga.attn + + return z1, z2 + + def loss(self, pred1, pred2, label, mask): + # 计算损失 + l1 = tlx.losses.softmax_cross_entropy_with_logits(pred1[mask], label[mask]) + l2 = tlx.losses.softmax_cross_entropy_with_logits(pred2[mask], label[mask]) + + # 缩放预测值 + pred1_scaled = pred1 * self.tau + pred2_scaled = pred2 * self.tau + + # 计算蒸馏损失, 使用softmax_cross_entropy_with_logits + l3 = tlx.losses.softmax_cross_entropy_with_logits(pred1_scaled[~mask], tlx.nn.Softmax()(pred2_scaled)[~mask]) + l4 = tlx.losses.softmax_cross_entropy_with_logits(pred2_scaled[~mask], tlx.nn.Softmax()(pred1_scaled)[~mask]) + + return self.alpha * (l1 + l2) + (1 - self.alpha) * (l3 + l4) From 3fdefb6de8dc555bfbe1776908e92e0cae8c97fe Mon Sep 17 00:00:00 2001 From: gyzhou2000 Date: Thu, 27 Mar 2025 15:00:11 +0000 Subject: [PATCH 3/6] fix bugs --- gammagl/layers/attention/__init__.py | 3 +++ gammagl/layers/attention/bga.py | 4 ++-- 2 files changed, 5 insertions(+), 2 deletions(-) diff --git a/gammagl/layers/attention/__init__.py b/gammagl/layers/attention/__init__.py index e83c140a..c5286b18 100644 --- a/gammagl/layers/attention/__init__.py +++ b/gammagl/layers/attention/__init__.py @@ -5,6 +5,8 @@ from .heco_encoder import Sc_encoder from .heco_encoder import Mp_encoder from .sgformer_layer import TransConvLayer, GraphConvLayer +from .bga_layer import BGALayer + __all__ = [ 'Sc_encoder', 'Mp_encoder', @@ -14,6 +16,7 @@ 'GraphormerLayer', 'TransConvLayer', 'GraphConvLayer', + 'BGALayer' ] classes = __all__ diff --git a/gammagl/layers/attention/bga.py b/gammagl/layers/attention/bga.py index b5b4e4fa..62803bd4 100644 --- a/gammagl/layers/attention/bga.py +++ b/gammagl/layers/attention/bga.py @@ -1,5 +1,5 @@ import tensorlayerx as tlx -from bga_layer import BGALayer +from .bga_layer import BGALayer class BGA(tlx.nn.Module): @@ -19,7 +19,7 @@ def __init__(self, num_nodes: int, in_channels: int, hidden_channels: int, out_c self.classifier = tlx.nn.Linear(in_features=hidden_channels, out_features=out_channels) self.attn = [] - def forward(self, x: tlx.Tensor, patch: tlx.Tensor, need_attn=False): + def forward(self, x, patch, need_attn=False): patch_mask = tlx.cast(patch != self.num_nodes - 1, dtype=tlx.float32) patch_mask = tlx.expand_dims(patch_mask, axis=-1) attn_mask = tlx.cast(tlx.matmul(patch_mask, tlx.transpose(patch_mask, perm=[0, 2, 1])), dtype=tlx.int32) From b6128b48f9221343d4181e2555dffa1886058631 Mon Sep 17 00:00:00 2001 From: qiuqiu Date: Sat, 12 Apr 2025 13:25:49 +0000 Subject: [PATCH 4/6] add readme, modified main,loss and optimizer part --- .../Cora/cora/processed/torch_data.pt | Bin 0 -> 15723494 bytes .../Cora/cora/processed/torch_pre_filter.pt | Bin 0 -> 19 bytes .../cora/processed/torch_pre_transform.pt | Bin 0 -> 19 bytes .../cobformer/Cora/cora/raw/ind.cora.allx | Bin 0 -> 257305 bytes .../cobformer/Cora/cora/raw/ind.cora.ally | Bin 0 -> 47959 bytes .../cobformer/Cora/cora/raw/ind.cora.graph | Bin 0 -> 59847 bytes .../Cora/cora/raw/ind.cora.test.index | 1000 +++++++++++++++++ examples/cobformer/Cora/cora/raw/ind.cora.tx | Bin 0 -> 148025 bytes examples/cobformer/Cora/cora/raw/ind.cora.ty | Bin 0 -> 28135 bytes examples/cobformer/Cora/cora/raw/ind.cora.x | Bin 0 -> 22119 bytes examples/cobformer/Cora/cora/raw/ind.cora.y | Bin 0 -> 4054 bytes examples/cobformer/cobformer_trainer.py | 245 ++-- examples/cobformer/readme.md | 26 + 13 files changed, 1153 insertions(+), 118 deletions(-) create mode 100644 examples/cobformer/Cora/cora/processed/torch_data.pt create mode 100644 examples/cobformer/Cora/cora/processed/torch_pre_filter.pt create mode 100644 examples/cobformer/Cora/cora/processed/torch_pre_transform.pt create mode 100644 examples/cobformer/Cora/cora/raw/ind.cora.allx create mode 100644 examples/cobformer/Cora/cora/raw/ind.cora.ally create mode 100644 examples/cobformer/Cora/cora/raw/ind.cora.graph create mode 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zx1_}~F`swxo91!X7){3M)Gr@gSp*gihZ(EXIRt(>RFljjV-`8#-fIAA=S)#=Hf%f$XpPe1+-IJFGwIFa{E z$ar!Zqv`N=UoVygpMKgqnvPlYaiY$r Date: Sun, 13 Apr 2025 08:38:07 +0000 Subject: [PATCH 6/6] modify code --- examples/cobformer/cobformer_trainer.py | 317 ++++++++---------------- examples/cobformer/partition.py | 2 +- gammagl/models/cobformer.py | 24 +- 3 files changed, 114 insertions(+), 229 deletions(-) diff --git a/examples/cobformer/cobformer_trainer.py b/examples/cobformer/cobformer_trainer.py index 0d95f034..624567cb 100644 --- a/examples/cobformer/cobformer_trainer.py +++ b/examples/cobformer/cobformer_trainer.py @@ -1,16 +1,19 @@ +import os +# os.environ['CUDA_VISIBLE_DEVICES'] = '0' +# os.environ['TL_BACKEND'] = 'torch' +os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2' +# 0:Output all; 1:Filter out INFO; 2:Filter out INFO and WARNING; 3:Filter out INFO, WARNING, and ERROR + import argparse import tensorlayerx as tlx import numpy as np -import warnings -import os.path as osp -import random from sklearn.metrics import f1_score from partition import partition_patch from gammagl.datasets import Planetoid -from gammagl.utils import get_train_val_test_split from gammagl.models.cobformer import CoBFormer from tensorlayerx.model import TrainOneStep, WithLoss + def eval_f1(pred, label, num_classes): pred = tlx.convert_to_numpy(pred) label = tlx.convert_to_numpy(label) @@ -18,259 +21,155 @@ def eval_f1(pred, label, num_classes): macro = f1_score(label, pred, average='macro') return micro, macro + class CoLoss(WithLoss): - def __init__(self, model, loss_fn, mask, alpha=0.8, tau=0.3): + def __init__(self, model, loss_fn): super(CoLoss, self).__init__(backbone=model, loss_fn=loss_fn) - self.mask = mask - self.alpha = alpha - self.tau = tau + self.alpha = model.alpha + self.tau = model.tau def forward(self, data, label): pred1, pred2 = self.backbone_network(data['x'], data['patch'], data['edge_index'], edge_weight=data['edge_weight'], num_nodes=data['num_nodes']) - l1 = tlx.losses.softmax_cross_entropy_with_logits(pred1[self.mask], label[self.mask]) - l2 = tlx.losses.softmax_cross_entropy_with_logits(pred2[self.mask], label[self.mask]) + l1 = tlx.losses.softmax_cross_entropy_with_logits(pred1[data['train_mask']], label[data['train_mask']]) + l2 = tlx.losses.softmax_cross_entropy_with_logits(pred2[data['train_mask']], label[data['train_mask']]) pred1_scaled = pred1 * self.tau pred2_scaled = pred2 * self.tau - l3 = tlx.losses.softmax_cross_entropy_with_logits(pred1_scaled[~self.mask], tlx.nn.Softmax()(pred2_scaled)[~self.mask]) - l4 = tlx.losses.softmax_cross_entropy_with_logits(pred2_scaled[~self.mask], tlx.nn.Softmax()(pred1_scaled)[~self.mask]) + l3 = tlx.losses.softmax_cross_entropy_with_logits(pred1_scaled[~data['train_mask']], tlx.nn.Softmax()(pred2_scaled)[~data['train_mask']]) + l4 = tlx.losses.softmax_cross_entropy_with_logits(pred2_scaled[~data['train_mask']], tlx.nn.Softmax()(pred1_scaled)[~data['train_mask']]) return self.alpha * (l1 + l2) + (1 - self.alpha) * (l3 + l4) + + +def calculate_acc(logits, y, metrics): + """ + Args: + logits: node logits + y: node labels + metrics: tensorlayerx.metrics + + Returns: + rst + """ + + metrics.update(logits, y) + rst = metrics.result() + metrics.reset() + return rst + + +def main(args): + # load datasets + # set_device(5) + if str.lower(args.dataset) not in ['cora','pubmed','citeseer']: + raise ValueError('Unknown dataset: {}'.format(args.dataset)) + dataset = Planetoid(args.dataset) + graph = dataset[0] + + graph.train_mask = tlx.convert_to_numpy(graph.train_mask) + graph.val_mask = tlx.convert_to_numpy(graph.val_mask) + graph.test_mask = tlx.convert_to_numpy(graph.test_mask) + # Pad a dimension with value 0 at the end of each mask (1D array) using np.pad(mask, (0, 1), mode='constant') + graph.train_mask = np.pad(graph.train_mask, (0, 1), mode='constant') + graph.val_mask = np.pad(graph.val_mask, (0, 1), mode='constant') + graph.test_mask = np.pad(graph.test_mask, (0, 1), mode='constant') + + patch = partition_patch(graph, args.n_patch) -def co_train(model, data, label, patch, split_index, optimizer): - model.train() - # optimizer.zero_grad() - edge_weight = data.edge_weight if hasattr(data, 'edge_weight') else None + # try: + # patch_copy = tlx.cast(patch, dtype=tlx.int64) + # except: + # patch_copy = tlx.convert_to_tensor(patch, dtype=tlx.int64) + # Convert label to one-hot encoding and cast to float type + label = tlx.nn.OneHot(dataset.num_classes)(graph.y) + label = tlx.cast(label, dtype=tlx.float32) + + model = CoBFormer(graph.num_nodes, dataset.num_node_features, args.num_hidden, dataset.num_classes, layers=args.num_layers, + gcn_layers=args.gcn_layers, n_head=args.n_head, alpha=args.alpha, tau=args.tau, use_patch_attn=args.use_patch_attn) + + optimizer = tlx.optimizers.Adam(lr=args.lr, weight_decay=args.l2_coef) train_weights = model.trainable_weights - loss_func = CoLoss(model, tlx.losses.softmax_cross_entropy_with_logits, split_index['train'], model.alpha, model.tau) + + loss_func = CoLoss(model, tlx.losses.softmax_cross_entropy_with_logits) train_one_step = TrainOneStep(loss_func, optimizer, train_weights) - train_data = { - 'x': data.x, - 'patch': patch, - 'edge_index': data.edge_index, - 'edge_weight': edge_weight, - 'num_nodes': data.num_nodes, - 'label': label, - 'train_idx': split_index['train'] + data = { + "x": graph.x, + "y": graph.y, + "edge_index": graph.edge_index, + "edge_weight": None, + "train_mask": graph.train_mask, + "test_mask": graph.test_mask, + "val_mask": graph.val_mask, + "num_nodes": graph.num_nodes, + 'train': graph.train_mask, + 'valid': graph.val_mask, + 'test': graph.test_mask, + 'patch': patch } - # loss = optimizer(train_data) - loss = train_one_step(train_data, label) - model.eval() - with torch.no_grad(): - pred1, pred2 = model(data.x, patch, data.edge_index, edge_weight=edge_weight, num_nodes=data.num_nodes) - y = data.y - if len(y.shape) > 1: - y = y.view(-1) + # best_val_acc = 0 + for epoch in range(args.n_epoch): + model.set_train() + loss = train_one_step(data, label) + model.set_eval() + + pred1, pred2 = model(data['x'], data['patch'], data['edge_index'], edge_weight=data['edge_weight'], num_nodes=data['num_nodes']) + + y = data['y'] num_classes = int(tlx.reduce_max(y) + 1) y1_ = tlx.argmax(pred1, axis=1) - if len(y1_.shape) > 1: - y1_ = y1_.view(-1) - micro_val1, macro_val1 = eval_f1(y1_[split_index['valid']], y[split_index['valid']], num_classes) - micro_test1, macro_test1 = eval_f1(y1_[split_index['test']], y[split_index['test']], num_classes) + micro_val1, macro_val1 = eval_f1(y1_[data['valid']], y[data['valid']], num_classes) + # micro_test1, macro_test1 = eval_f1(y1_[data['test']], y[data['test']], num_classes) y2_ = tlx.argmax(pred2, axis=1) if len(y2_.shape) > 1: y2_ = y2_.view(-1) - micro_val2, macro_val2 = eval_f1(y2_[split_index['valid']], y[split_index['valid']], num_classes) - micro_test2, macro_test2 = eval_f1(y2_[split_index['test']], y[split_index['test']], num_classes) - - return micro_val1, micro_test1, macro_val1, macro_test1, micro_val2, micro_test2, macro_val2, macro_test2 - - - -def co_early_stop_train(epochs, patience, model, data, label, patch, split_index, optimizer, show_details, - postfix, save_path=None): - best_epoch1 = 0 - best_epoch2 = 0 - acc_val1_max = 0. - acc_val2_max = 0. - logger = [] - max_val = -10000 - - for epoch in range(1, epochs + 1): - micro_val1, micro_test1, macro_val1, macro_test1, micro_val2, micro_test2, macro_val2, macro_test2 = co_train( - model, data, label, patch, split_index, optimizer) - logger.append( - [micro_val1, micro_test1, macro_val1, macro_test1, micro_val2, micro_test2, macro_val2, macro_test2]) - - if show_details and epoch % 50 == 0: - print( - f'(T) | Epoch={epoch:03d}\n', - f'micro_val1={micro_val1:.4f}, micro_test1={micro_test1:.4f}, macro_val1={macro_val1:.4f}, macro_test1={macro_test1:.4f}\n', - f'micro_val2={micro_val2:.4f}, micro_test2={micro_test2:.4f}, macro_val2={macro_val2:.4f}, macro_test2={macro_test2:.4f}\n') - - logger = tlx.convert_to_tensor(logger) - ind = tlx.argmax(logger, axis=0) - - res_gnn = [] - res_trans = [] - - res_gnn.append(logger[ind[0]][0]) - res_gnn.append(logger[ind[0]][1]) - res_gnn.append(logger[ind[2]][2]) - res_gnn.append(logger[ind[2]][3]) - res_gnn.append(logger[ind[1]][1]) - res_gnn.append(logger[ind[3]][3]) - - res_trans.append(logger[ind[4]][4]) - res_trans.append(logger[ind[4]][5]) - res_trans.append(logger[ind[6]][6]) - res_trans.append(logger[ind[6]][7]) - res_trans.append(logger[ind[5]][5]) - res_trans.append(logger[ind[7]][7]) - - return res_gnn, res_trans - - - -def main(args, device, data, patch, split_idx, alpha, tau, postfix): - if hasattr(args, 'runs'): - runs = args.runs - else: - runs = 5 - - results = [[], []] - for r in range(runs): - - learning_rate = args.learning_rate - weight_decay = args.weight_decay - gcn_wd = args.gcn_wd - num_hidden = args.num_hidden - activation = tlx.relu - num_layers = args.num_layers - n_head = args.n_head - num_epochs = args.num_epochs - gcn_type = args.gcn_type - gcn_layers = args.gcn_layers - gcn_use_bn = args.gcn_use_bn - use_patch_attn = args.use_patch_attn - show_details = args.show_details + micro_val2, macro_val2 = eval_f1(y2_[data['valid']], y[data['valid']], num_classes) + # micro_test2, macro_test2 = eval_f1(y2_[data['test']], y[data['test']], num_classes) - try: - patch_copy = tlx.cast(patch, dtype=tlx.int64) - except: - patch_copy = tlx.convert_to_tensor(patch, dtype=tlx.int64) - - num_nodes = data.num_nodes - num_classes = data.y.max() + 1 - num_features = data.x.shape[-1] - # Convert label to one-hot encoding and cast to float type - label = tlx.nn.OneHot(num_classes)(data.y) - label = tlx.cast(label, dtype=tlx.float32) - - model = CoBFormer(num_nodes, num_features, num_hidden, num_classes, activation, layers=num_layers, - gcn_layers=gcn_layers, gcn_type=gcn_type, n_head=n_head, alpha=alpha, tau=tau, - gcn_use_bn=gcn_use_bn, use_patch_attn=use_patch_attn) - - optimizer = tlx.optimizers.Adam(lr=learning_rate, weight_decay=weight_decay) - - patience = num_epochs + print("Epoch [{:0>3d}] ".format(epoch+1)\ + + " train loss: {:.4f}".format(loss.item())\ + + " GCN micro_val acc: {:.4f}".format(micro_val1)\ + + " GCN macro_val acc: {:.4f}".format(macro_val1)\ + + " COB micro_val acc: {:.4f}".format(micro_val2)\ + + " COB macro_val acc: {:.4f}".format(macro_val2)) - res_gnn, res_trans = co_early_stop_train( - num_epochs, patience, - model, data, label, - patch_copy, split_idx, - optimizer, show_details, - postfix) - - print(f"=== Train Final (Run {r+1}/{runs}) ===") - print( - f'micro_val1={res_gnn[0]:.4f}, micro_test1={res_gnn[1]:.4f}, macro_val1={res_gnn[2]:.4f}, macro_test1={res_gnn[3]:.4f}, micro_best1={res_gnn[4]:.4f}, macro_best1={res_gnn[5]:.4f},\n', - f'micro_val2={res_trans[0]:.4f}, micro_test2={res_trans[1]:.4f}, macro_val2={res_trans[2]:.4f}, macro_test2={res_trans[3]:.4f}, micro_best2={res_trans[4]:.4f}, macro_best2={res_trans[5]:.4f}\n') - - results[0].append(res_gnn) - results[1].append(res_trans) - - # statistics results - print(f"==== Final GNN====") - result = tlx.convert_to_tensor(results[0]) * 100. - print(result) - print(f"max: {tlx.ops.reduce_max(result, axis=0)}") - print(f"min: {tlx.ops.reduce_min(result, axis=0)}") - print(f"mean: {tlx.ops.reduce_mean(result, axis=0)}") - print(f"std: {tlx.ops.reduce_std(result, axis=0)}") - print(f'GNN Micro: {tlx.ops.reduce_mean(result, axis=0)[1]:.2f} ± {tlx.ops.reduce_std(result, axis=0)[1]:.2f}') - print(f'GNN Macro: {tlx.ops.reduce_mean(result, axis=0)[3]:.2f} ± {tlx.ops.reduce_std(result, axis=0)[3]:.2f}') - - print(f"==== Final Trans====") - result = tlx.convert_to_tensor(results[1]) * 100. - print(result) - print(f"max: {tlx.ops.reduce_max(result, axis=0)}") - print(f"min: {tlx.ops.reduce_min(result, axis=0)}") - print(f"mean: {tlx.ops.reduce_mean(result, axis=0)}") - print(f"std: {tlx.ops.reduce_std(result, axis=0)}") - - print(f'Trans Micro: {tlx.ops.reduce_mean(result, axis=0)[1]:.2f} ± {tlx.ops.reduce_std(result, axis=0)[1]:.2f}') - print(f'Trans Macro: {tlx.ops.reduce_mean(result, axis=0)[3]:.2f} ± {tlx.ops.reduce_std(result, axis=0)[3]:.2f}') - - return results if __name__ == '__main__': - warnings.filterwarnings('ignore') + # parameters setting parser = argparse.ArgumentParser() - parser.add_argument('--dataset', type=str, default='Cora') - parser.add_argument('--learning_rate', type=float, default=0.01) - parser.add_argument('--weight_decay', type=float, default=5e-4) + parser.add_argument('--dataset', type=str, default='cora', help='dataset') + parser.add_argument('--lr', type=float, default=0.01) + parser.add_argument("--l2_coef", type=float, default=5e-4, help="l2 loss coeficient") parser.add_argument('--gcn_wd', type=float, default=5e-4) - parser.add_argument('--gpu_id', type=int, default=6) parser.add_argument('--num_hidden', type=int, default=64, help='Number of hidden units') parser.add_argument('--num_layers', type=int, default=1, help='Number of layers') parser.add_argument('--n_head', type=int, default=4, help='Number of attention heads') - parser.add_argument('--num_epochs', type=int, default=500, help='Number of training epochs') - parser.add_argument('--gcn_use_bn', action='store_true', help='gcn use batch norm') + parser.add_argument('--n_epoch', type=int, default=500, help='Number of training epochs') parser.add_argument('--use_patch_attn', action='store_true', help='transformer use patch attention') parser.add_argument('--show_details', type=bool, default=True) - parser.add_argument('--gcn_type', type=int, default=1) parser.add_argument('--gcn_layers', type=int, default=2) parser.add_argument('--n_patch', type=int, default=112) parser.add_argument('--batch_size', type=int, default=100000) - parser.add_argument('--seed', type=int, default=123) parser.add_argument('--train_prop', type=float, default=.6) parser.add_argument('--valid_prop', type=float, default=.2) parser.add_argument('--alpha', type=float, default=.8) parser.add_argument('--tau', type=float, default=.3) + parser.add_argument('--gpu', type=int, default=0) args = parser.parse_args() - - assert args.gpu_id in range(0, 8) - device = tlx.get_device() - n_patch = args.n_patch - alpha = args.alpha - tau = args.tau - load_path = None - - postfix = "test" - runs = 5 - print("n_patch: ", n_patch) - dataset = Planetoid(args.dataset) - data = dataset[0] - - data.train_mask = tlx.convert_to_numpy(data.train_mask) - data.val_mask = tlx.convert_to_numpy(data.val_mask) - data.test_mask = tlx.convert_to_numpy(data.test_mask) - # Pad a dimension with value 0 at the end of each mask (1D array) using np.pad(mask, (0, 1), mode='constant') - data.train_mask = np.pad(data.train_mask, (0, 1), mode='constant') - data.val_mask = np.pad(data.val_mask, (0, 1), mode='constant') - data.test_mask = np.pad(data.test_mask, (0, 1), mode='constant') - - split_idx = { - 'train': data.train_mask, - 'valid': data.val_mask, - 'test': data.test_mask - } - - - patch = partition_patch(data, n_patch, load_path) - batch_size = args.batch_size + if args.gpu >= 0: + tlx.set_device("GPU", args.gpu) + else: + tlx.set_device("CPU") - main(args, device, data, patch, split_idx, alpha, tau, postfix) \ No newline at end of file + main(args) diff --git a/examples/cobformer/partition.py b/examples/cobformer/partition.py index 5cd31a2a..b0cbeff3 100644 --- a/examples/cobformer/partition.py +++ b/examples/cobformer/partition.py @@ -74,7 +74,7 @@ def metis_partition(g, n_patches=50): for i in range(n_patches): patch.append(list()) # 使用 numpy 的 np.where 来代替 torch.where - patch[-1] = np.where(membership == i)[0].tolist() # 归属到 i 号部分的节点 + patch[-1] = np.where(tlx.convert_to_numpy(membership == i))[0].tolist() # 归属到 i 号部分的节点 max_patch_size = max(max_patch_size, len(patch[-1])) # 更新最大的子图大小 # 填充所有子图,使它们的大小一致 diff --git a/gammagl/models/cobformer.py b/gammagl/models/cobformer.py index 4e58ca29..38e67c37 100644 --- a/gammagl/models/cobformer.py +++ b/gammagl/models/cobformer.py @@ -2,18 +2,18 @@ from gammagl.models import GCNModel as GCN from gammagl.layers.attention.bga import BGA + class CoBFormer(tlx.nn.Module): def __init__(self, num_nodes: int, in_channels: int, hidden_channels: int, out_channels: int, - activation, gcn_layers: int, gcn_type: int, layers: int, n_head: int, dropout1=0.5, dropout2=0.1, - alpha=0.8, tau=0.5, gcn_use_bn=False, use_patch_attn=True): + gcn_layers: int, layers: int, n_head: int, dropout1=0.5, dropout2=0.1, + alpha=0.8, tau=0.5, use_patch_attn=True): super(CoBFormer, self).__init__() self.alpha = alpha self.tau = tau self.layers = layers self.n_head = n_head self.num_nodes = num_nodes - self.activation = activation - self.dropout = tlx.layers.Dropout(p=dropout1) + self.activation = tlx.ReLU() self.gcn = GCN( feature_dim=in_channels, hidden_dim=hidden_channels, @@ -28,22 +28,8 @@ def __init__(self, num_nodes: int, in_channels: int, hidden_channels: int, out_c def forward(self, x, patch, edge_index, edge_weight=None, num_nodes=None, need_attn=False): z1 = self.gcn(x, edge_index, edge_weight=edge_weight, num_nodes=num_nodes) z2 = self.bga(x, patch, need_attn) + if need_attn: self.attn = self.bga.attn return z1, z2 - - def loss(self, pred1, pred2, label, mask): - # 计算损失 - l1 = tlx.losses.softmax_cross_entropy_with_logits(pred1[mask], label[mask]) - l2 = tlx.losses.softmax_cross_entropy_with_logits(pred2[mask], label[mask]) - - # 缩放预测值 - pred1_scaled = pred1 * self.tau - pred2_scaled = pred2 * self.tau - - # 计算蒸馏损失, 使用softmax_cross_entropy_with_logits - l3 = tlx.losses.softmax_cross_entropy_with_logits(pred1_scaled[~mask], tlx.nn.Softmax()(pred2_scaled)[~mask]) - l4 = tlx.losses.softmax_cross_entropy_with_logits(pred2_scaled[~mask], tlx.nn.Softmax()(pred1_scaled)[~mask]) - - return self.alpha * (l1 + l2) + (1 - self.alpha) * (l3 + l4)

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zx1_}~F`swxo91!X7){3M)Gr@gSp*gihZ(EXIRt(>RFljjV-`8#-fIAA=S)#=Hf%f$XpPe1+-IJFGwIFa{E z$ar!Zqv`N=UoVygpMKgqnvPlYaiY$r 1: - y = y.view(-1) # 或使用 y = y[:, 0] 如果是二维的 + y = y.view(-1) num_classes = int(tlx.reduce_max(y) + 1) @@ -59,11 +85,6 @@ def co_train(model, data, label, patch, split_index, optimizer): return micro_val1, micro_test1, macro_val1, macro_test1, micro_val2, micro_test2, macro_val2, macro_test2 -def fix_seed(seed): - random.seed(seed) - np.random.seed(seed) - tlx.set_seed(seed) - tlx.set_device(device=f'gpu:{args.gpu_id}', id=args.gpu_id) def co_early_stop_train(epochs, patience, model, data, label, patch, split_index, optimizer, show_details, postfix, save_path=None): @@ -108,70 +129,90 @@ def co_early_stop_train(epochs, patience, model, data, label, patch, split_index return res_gnn, res_trans -def run(args, device, data, patch, split_idx, alpha, tau, postfix): - learning_rate = args.learning_rate - weight_decay = args.weight_decay - gcn_wd = args.gcn_wd - num_hidden = args.num_hidden - activation = tlx.relu - num_layers = args.num_layers - n_head = args.n_head - num_epochs = args.num_epochs - gcn_type = args.gcn_type - gcn_layers = args.gcn_layers - gcn_use_bn = args.gcn_use_bn - use_patch_attn = args.use_patch_attn - show_details = args.show_details - - # 确保patch是long类型 - try: - patch = tlx.cast(patch, dtype=tlx.int64) - except: - patch = tlx.convert_to_tensor(patch, dtype=tlx.int64) - - num_nodes = data.num_nodes - num_classes = data.y.max() + 1 - num_features = data.x.shape[-1] - # 将label转换为one-hot编码,且转换为浮点类型label = F.one_hot(data.label, num_classes).float() - label = tlx.nn.OneHot(num_classes)(data.y) - label = tlx.cast(label, dtype=tlx.float32) - - model = CoBFormer(num_nodes, num_features, num_hidden, num_classes, activation, layers=num_layers, - gcn_layers=gcn_layers, gcn_type=gcn_type, n_head=n_head, alpha=alpha, tau=tau, - gcn_use_bn=gcn_use_bn, use_patch_attn=use_patch_attn) - - if args.dataset in ['film', 'CiteSeer', 'Cora', 'PubMed', "Deezer"]: - # 为不同参数组设置不同的权重衰减 - # bga_params = [] - # gcn_params = [] - # for name, param in model.named_parameters(): - # if 'bga' in name: - # bga_params.append(param) - # elif 'gcn' in name: - # gcn_params.append(param) - - optimizer = optim.Adam([ - {'params': model.bga.parameters(), 'weight_decay': weight_decay}, - {'params': model.gcn.parameters(), 'weight_decay': gcn_wd} - ], lr=learning_rate) - else: - optimizer = optim.Adam(model.parameters(), lr=learning_rate, weight_decay=weight_decay) - patience = num_epochs - res_gnn, res_trans = co_early_stop_train( - num_epochs, patience, - model, data, label, - patch, split_idx, - optimizer, show_details, - postfix) +def main(args, device, data, patch, split_idx, alpha, tau, postfix): + if hasattr(args, 'runs'): + runs = args.runs + else: + runs = 5 + + results = [[], []] + for r in range(runs): + + learning_rate = args.learning_rate + weight_decay = args.weight_decay + gcn_wd = args.gcn_wd + num_hidden = args.num_hidden + activation = tlx.relu + num_layers = args.num_layers + n_head = args.n_head + num_epochs = args.num_epochs + gcn_type = args.gcn_type + gcn_layers = args.gcn_layers + gcn_use_bn = args.gcn_use_bn + use_patch_attn = args.use_patch_attn + show_details = args.show_details + + try: + patch_copy = tlx.cast(patch, dtype=tlx.int64) + except: + patch_copy = tlx.convert_to_tensor(patch, dtype=tlx.int64) - print("=== Train Final ===") - print( - f'micro_val1={res_gnn[0]:.4f}, micro_test1={res_gnn[1]:.4f}, macro_val1={res_gnn[2]:.4f}, macro_test1={res_gnn[3]:.4f}, micro_best1={res_gnn[4]:.4f}, macro_best1={res_gnn[5]:.4f},\n', - f'micro_val2={res_trans[0]:.4f}, micro_test2={res_trans[1]:.4f}, macro_val2={res_trans[2]:.4f}, macro_test2={res_trans[3]:.4f}, micro_best2={res_trans[4]:.4f}, macro_best2={res_trans[5]:.4f}\n') + num_nodes = data.num_nodes + num_classes = data.y.max() + 1 + num_features = data.x.shape[-1] + # Convert label to one-hot encoding and cast to float type + label = tlx.nn.OneHot(num_classes)(data.y) + label = tlx.cast(label, dtype=tlx.float32) + + model = CoBFormer(num_nodes, num_features, num_hidden, num_classes, activation, layers=num_layers, + gcn_layers=gcn_layers, gcn_type=gcn_type, n_head=n_head, alpha=alpha, tau=tau, + gcn_use_bn=gcn_use_bn, use_patch_attn=use_patch_attn) + + optimizer = tlx.optimizers.Adam(lr=learning_rate, weight_decay=weight_decay) + + patience = num_epochs + + res_gnn, res_trans = co_early_stop_train( + num_epochs, patience, + model, data, label, + patch_copy, split_idx, + optimizer, show_details, + postfix) + + print(f"=== Train Final (Run {r+1}/{runs}) ===") + print( + f'micro_val1={res_gnn[0]:.4f}, micro_test1={res_gnn[1]:.4f}, macro_val1={res_gnn[2]:.4f}, macro_test1={res_gnn[3]:.4f}, micro_best1={res_gnn[4]:.4f}, macro_best1={res_gnn[5]:.4f},\n', + f'micro_val2={res_trans[0]:.4f}, micro_test2={res_trans[1]:.4f}, macro_val2={res_trans[2]:.4f}, macro_test2={res_trans[3]:.4f}, micro_best2={res_trans[4]:.4f}, macro_best2={res_trans[5]:.4f}\n') - return res_gnn, res_trans + results[0].append(res_gnn) + results[1].append(res_trans) + + # statistics results + print(f"==== Final GNN====") + result = tlx.convert_to_tensor(results[0]) * 100. + print(result) + print(f"max: {tlx.ops.reduce_max(result, axis=0)}") + print(f"min: {tlx.ops.reduce_min(result, axis=0)}") + print(f"mean: {tlx.ops.reduce_mean(result, axis=0)}") + print(f"std: {tlx.ops.reduce_std(result, axis=0)}") + + print(f'GNN Micro: {tlx.ops.reduce_mean(result, axis=0)[1]:.2f} ± {tlx.ops.reduce_std(result, axis=0)[1]:.2f}') + print(f'GNN Macro: {tlx.ops.reduce_mean(result, axis=0)[3]:.2f} ± {tlx.ops.reduce_std(result, axis=0)[3]:.2f}') + + print(f"==== Final Trans====") + result = tlx.convert_to_tensor(results[1]) * 100. + print(result) + print(f"max: {tlx.ops.reduce_max(result, axis=0)}") + print(f"min: {tlx.ops.reduce_min(result, axis=0)}") + print(f"mean: {tlx.ops.reduce_mean(result, axis=0)}") + print(f"std: {tlx.ops.reduce_std(result, axis=0)}") + + print(f'Trans Micro: {tlx.ops.reduce_mean(result, axis=0)[1]:.2f} ± {tlx.ops.reduce_std(result, axis=0)[1]:.2f}') + print(f'Trans Macro: {tlx.ops.reduce_mean(result, axis=0)[3]:.2f} ± {tlx.ops.reduce_std(result, axis=0)[3]:.2f}') + + return results if __name__ == '__main__': warnings.filterwarnings('ignore') @@ -181,10 +222,10 @@ def run(args, device, data, patch, split_idx, alpha, tau, postfix): parser.add_argument('--weight_decay', type=float, default=5e-4) parser.add_argument('--gcn_wd', type=float, default=5e-4) parser.add_argument('--gpu_id', type=int, default=6) - parser.add_argument('--num_hidden', type=int, default=64, help='隐藏层维度') - parser.add_argument('--num_layers', type=int, default=1, help='层数') - parser.add_argument('--n_head', type=int, default=4, help='注意力头数') - parser.add_argument('--num_epochs', type=int, default=500, help='训练轮数') + parser.add_argument('--num_hidden', type=int, default=64, help='Number of hidden units') + parser.add_argument('--num_layers', type=int, default=1, help='Number of layers') + parser.add_argument('--n_head', type=int, default=4, help='Number of attention heads') + parser.add_argument('--num_epochs', type=int, default=500, help='Number of training epochs') parser.add_argument('--gcn_use_bn', action='store_true', help='gcn use batch norm') parser.add_argument('--use_patch_attn', action='store_true', help='transformer use patch attention') parser.add_argument('--show_details', type=bool, default=True) @@ -202,28 +243,22 @@ def run(args, device, data, patch, split_idx, alpha, tau, postfix): assert args.gpu_id in range(0, 8) device = tlx.get_device() - - fix_seed(args.seed) - - path = osp.join(osp.expanduser('~'), 'datasets', args.dataset) n_patch = args.n_patch alpha = args.alpha tau = args.tau load_path = None - if args.dataset in ['ogbn-products']: - load_path = f'Data/partition/{args.dataset}_partition_{n_patch}.pt' postfix = "test" runs = 5 print("n_patch: ", n_patch) - dataset = Planetoid(path, args.dataset) + dataset = Planetoid(args.dataset) data = dataset[0] data.train_mask = tlx.convert_to_numpy(data.train_mask) data.val_mask = tlx.convert_to_numpy(data.val_mask) data.test_mask = tlx.convert_to_numpy(data.test_mask) - # 在各个mask后面pad一个维度,pad的值为0,mask是一维数组,用np.pad(mask, (0, 1), mode='constant') + # Pad a dimension with value 0 at the end of each mask (1D array) using np.pad(mask, (0, 1), mode='constant') data.train_mask = np.pad(data.train_mask, (0, 1), mode='constant') data.val_mask = np.pad(data.val_mask, (0, 1), mode='constant') data.test_mask = np.pad(data.test_mask, (0, 1), mode='constant') @@ -238,30 +273,4 @@ def run(args, device, data, patch, split_idx, alpha, tau, postfix): patch = partition_patch(data, n_patch, load_path) batch_size = args.batch_size - results = [[], []] - for r in range(runs): - res_gnn, res_trans = run(args, device, data, patch, split_idx, alpha, tau, postfix) - results[0].append(res_gnn) - results[1].append(res_trans) - - print(f"==== Final GNN====") - result = tlx.convert_to_tensor(results[0]) * 100. # 替换torch.tensor - print(result) - print(f"max: {tlx.ops.reduce_max(result, axis=0)}") # 使用 tlx.ops.reduce_max - print(f"min: {tlx.ops.reduce_min(result, axis=0)}") # 使用 tlx.ops.reduce_min - print(f"mean: {tlx.ops.reduce_mean(result, axis=0)}") # 使用 tlx.ops.reduce_mean - print(f"std: {tlx.ops.reduce_std(result, axis=0)}") # 使用 tlx.ops.reduce_std - - print(f'GNN Micro: {tlx.ops.reduce_mean(result, axis=0)[1]:.2f} ± {tlx.ops.reduce_std(result, axis=0)[1]:.2f}') - print(f'GNN Macro: {tlx.ops.reduce_mean(result, axis=0)[3]:.2f} ± {tlx.ops.reduce_std(result, axis=0)[3]:.2f}') - - print(f"==== Final Trans====") - result = tlx.convert_to_tensor(results[1]) * 100. - print(result) - print(f"max: {tlx.ops.reduce_max(result, axis=0)}") - print(f"min: {tlx.ops.reduce_min(result, axis=0)}") - print(f"mean: {tlx.ops.reduce_mean(result, axis=0)}") - print(f"std: {tlx.ops.reduce_std(result, axis=0)}") - - print(f'Trans Micro: {tlx.ops.reduce_mean(result, axis=0)[1]:.2f} ± {tlx.ops.reduce_std(result, axis=0)[1]:.2f}') - print(f'Trans Macro: {tlx.ops.reduce_mean(result, axis=0)[3]:.2f} ± {tlx.ops.reduce_std(result, axis=0)[3]:.2f}') \ No newline at end of file + main(args, device, data, patch, split_idx, alpha, tau, postfix) \ No newline at end of file diff --git a/examples/cobformer/readme.md b/examples/cobformer/readme.md index 13285cbc..b23017e3 100644 --- a/examples/cobformer/readme.md +++ b/examples/cobformer/readme.md @@ -1 +1,27 @@ +# Less is More: on the Over-Globalizing Problem in Graph Transformers (CoBformer) + +- Paper link: [Less is More: on the Over-Globalizing Problem in Graph Transformers](http://arxiv.org/abs/2405.01102) + +## Dataset Statistics + +Refer to [Planetoid](https://gammagl.readthedocs.io/en/latest/api/gammagl.datasets.html#gammagl.datasets.Planetoid). + +## Results +```bash +# Cora python cobformer_trainer.py --dataset=Cora --learning_rate=0.01 --gcn_wd=1e-3 --weight_decay=5e-5 --gcn_type=1 --gcn_layers=2 --n_patch=112 --use_patch_attn --alpha=0.7 --tau=0.3 --gpu_id=0 + +# CiteSeer +python cobformer_trainer.py --dataset=CiteSeer --learning_rate=5e-3 --gcn_wd=1e-2 --weight_decay=5e-5 --gcn_type=1 --gcn_layers=2 --n_patch=144 --use_patch_attn --alpha=0.8 --tau=0.7 --gpu_id=0 + +# PubMed +python cobformer_trainer.py --dataset=PubMed --learning_rate=5e-3 --gcn_wd=1e-3 --weight_decay=1e-3 --gcn_type=1 --gcn_layers=2 --n_patch=224 --use_patch_attn --alpha=0.7 --tau=0.3 --gpu_id=0 + +``` + +| Dataset | Paper | Our(tf) | +| -------- | ----- | ----------- | +| cora | 85.28 | 83.16 ± 0.59 | +| citeseer | 74.52 | 71.20 ± 0.80 | +| pubmed | 81.42 | 81.84 ± 0.45 | + From 652e73180b20881f0f950adbe117ca9207e562d3 Mon Sep 17 00:00:00 2001 From: qiuqiu Date: Sat, 12 Apr 2025 13:27:25 +0000 Subject: [PATCH 5/6] add readme, modified main,loss and optimizer part --- .../Cora/cora/processed/torch_data.pt | Bin 15723494 -> 0 bytes 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