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z{~Vi7_+8=ZxD>Y^zStS3Fxd)fxqHT`vT3)-J?M$Ci*fX53KUA{qj@L^l8BiP literal 0 HcmV?d00001 diff --git a/examples/contextgnn_sample_softmax.py b/examples/contextgnn_sample_softmax.py index aadf85b..47212bb 100644 --- a/examples/contextgnn_sample_softmax.py +++ b/examples/contextgnn_sample_softmax.py @@ -35,16 +35,16 @@ from contextgnn.utils import GloveTextEmbedding, RHSEmbeddingMode parser = argparse.ArgumentParser() -parser.add_argument("--dataset", type=str, default="rel-trial") -parser.add_argument("--task", type=str, default="site-sponsor-run") +parser.add_argument("--dataset", type=str, default="rel-amazon") +parser.add_argument("--task", type=str, default="user-item-purchase") parser.add_argument("--lr", type=float, default=0.001) parser.add_argument("--epochs", type=int, default=20) parser.add_argument("--eval_epochs_interval", type=int, default=1) parser.add_argument("--batch_size", type=int, default=512) parser.add_argument("--channels", type=int, default=128) parser.add_argument("--aggr", type=str, default="sum") -parser.add_argument("--num_layers", type=int, default=4) -parser.add_argument("--num_neighbors", type=int, default=128) +parser.add_argument("--num_layers", type=int, default=6) +parser.add_argument("--num_neighbors", type=int, default=64) parser.add_argument("--temporal_strategy", type=str, default="last") parser.add_argument("--max_steps_per_epoch", type=int, default=2000) parser.add_argument("--num_workers", type=int, default=0) @@ -121,7 +121,7 @@ torch_frame_model_kwargs={ "channels": 128, "num_layers": 4, - }, rhs_sample_size=100).to(device) + }, rhs_sample_size=1000).to(device) optimizer = torch.optim.Adam(model.parameters(), lr=args.lr) From de01e3ecf1b344dbee4a16112c5c3152305eae1f Mon Sep 17 00:00:00 2001 From: Yiwen Yuan Date: Sun, 17 Nov 2024 11:21:12 +0000 Subject: [PATCH 2/2] fix --- convergence_curve_contextgnn.png | Bin 130151 -> 0 bytes convergence_curve_idgnn.png | Bin 145811 -> 0 bytes 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