# @package _group_
name: GAT
norm: false
loop: true
params:

  Cora:
    architecture:
      num_layers: 2
      hidden_channels: 8
      hidden_heads: 8
      out_heads: 1
      dropout: 0.6
    num_parts: 40
    batch_size: 10
    num_workers: 0
    lr: 0.005
    reg_weight_decay: 5e-4
    nonreg_weight_decay: 0
    grad_norm: 1.0
    epochs: 400
    runs: 20

  CiteSeer:
    architecture:
      num_layers: 2
      hidden_channels: 8
      hidden_heads: 8
      out_heads: 1
      dropout: 0.6
    num_parts: 24
    batch_size: 8
    num_workers: 0
    lr: 0.005
    reg_weight_decay: 5e-4
    nonreg_weight_decay: 0
    grad_norm: null
    epochs: 400
    runs: 20

  PubMed:
    architecture:
      num_layers: 2
      hidden_channels: 8
      hidden_heads: 8
      out_heads: 8
      dropout: 0.6
    num_parts: 4
    batch_size: 1
    num_workers: 0
    lr: 0.01
    reg_weight_decay: 0.001
    nonreg_weight_decay: 0
    grad_norm: null
    epochs: 400
    runs: 20

  CoauthorCS:
    architecture:
      num_layers: 2
      hidden_channels: 8
      hidden_heads: 8
      out_heads: 1
      dropout: 0.6
    num_parts: 8
    batch_size: 2
    num_workers: 0
    lr: 0.005
    reg_weight_decay: 0.01
    nonreg_weight_decay: 0
    grad_norm: null
    epochs: 400
    runs: 20

  CoauthorPhysics:
    architecture:
      num_layers: 2
      hidden_channels: 8
      hidden_heads: 8
      out_heads: 1
      dropout: 0.6
    num_parts: 4
    batch_size: 1
    num_workers: 0
    lr: 0.005
    reg_weight_decay: 0.01
    nonreg_weight_decay: 0
    grad_norm: null
    epochs: 400
    runs: 20

  WikiCS:
    architecture:
      num_layers: 2
      hidden_channels: 14
      hidden_heads: 5
      out_heads: 1
      dropout: 0.5
    num_parts: 2
    batch_size: 1
    num_workers: 0
    lr: 0.007
    reg_weight_decay: 5e-4
    nonreg_weight_decay: 0
    grad_norm: null
    epochs: 400
    runs: 20