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‎configs/superpixels_graph_classification_DiffPool_MNIST_100k.json‎

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{
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"gpu": {
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"use": true,
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"id": 0
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},
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"model": "DiffPool",
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"dataset": "MNIST",
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"out_dir": "out/superpixels_graph_classification/",
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"params": {
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"seed": 41,
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"epochs": 1000,
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"batch_size": 64,
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"init_lr": 0.001,
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"lr_reduce_factor": 0.5,
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"lr_schedule_patience": 5,
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"min_lr": 1e-5,
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"weight_decay": 0.0,
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"print_epoch_interval": 5,
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"max_time": 48
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},
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"net_params": {
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"L": 3,
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"hidden_dim": 300,
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"embedding_dim": 300,
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"num_pool": 1,
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"pool_ratio": 0.15,
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"residual": true,
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"readout": "mean",
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"in_feat_dropout": 0.0,
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"dropout": 0,
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"graph_norm": true,
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"batch_norm": true,
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"sage_aggregator": "maxpool",
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"data_mode": "default",
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"linkpred": true,
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"cat": false
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}
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}

‎configs/superpixels_graph_classification_DiffPool_MNIST_100k.json_cp‎

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{
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"gpu": {
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"use": true,
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"id": 0
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},
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"model": "DiffPool",
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"dataset": "MNIST",
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"out_dir": "out/superpixels_graph_classification/",
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"params": {
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"seed": 41,
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"epochs": 1000,
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"batch_size": 128,
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"init_lr": 0.001,
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"lr_reduce_factor": 0.5,
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"lr_schedule_patience": 10,
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"min_lr": 1e-5,
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"weight_decay": 0.0,
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"print_epoch_interval": 5,
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"max_time": 12
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},
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"net_params": {
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"L": 4,
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"hidden_dim": 90,
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"out_dim": 90,
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"residual": true,
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"readout": "mean",
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"in_feat_dropout": 0.0,
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"dropout": 0.0,
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"batch_norm": true,
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"self_loop": false,
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"num_pool": 1,
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"gnn_per_block": 2,
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"sage_aggregator":"maxpool",
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"linkpred": true,
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"pool_ratio": 0.1,
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"cat": false
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}
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}

‎configs/superpixels_graph_classification_DiffPool_Molbace_100k.json‎

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{
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"gpu": {
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"use": true,
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"id": 0
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},
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"model": "DiffPool",
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"dataset": "MNIST",
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"out_dir": "out/superpixels_graph_classification/",
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"params": {
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"seed": 41,
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"epochs": 1000,
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"batch_size": 128,
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"init_lr": 0.001,
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"lr_reduce_factor": 0.5,
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"lr_schedule_patience": 5,
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"min_lr": 1e-5,
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"weight_decay": 0.0,
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"print_epoch_interval": 5,
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"max_time": 48
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},
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"net_params": {
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"L": 3,
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"hidden_dim": 90,
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"embedding_dim": 90,
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"num_pool": 1,
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"pool_ratio": 0.015,
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"residual": true,
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"readout": "mean",
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"in_feat_dropout": 0.0,
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"dropout": 0.5,
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"lambdap":0.5,
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"lrbl":2,
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"graph_norm": true,
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"batch_norm": true,
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"sage_aggregator": "maxpool",
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"data_mode": "default",
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"linkpred": true,
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"cat": false
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}
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}

‎configs/superpixels_graph_classification_DiffPool_Molbbbp_100k.json‎

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{
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"gpu": {
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"use": true,
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"id": 0
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},
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"model": "DiffPool",
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"dataset": "MNIST",
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"out_dir": "out/superpixels_graph_classification/",
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"params": {
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"seed": 41,
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"epochs": 1000,
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"batch_size": 128,
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"init_lr": 0.001,
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"lr_reduce_factor": 0.5,
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"lr_schedule_patience": 5,
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"min_lr": 1e-5,
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"weight_decay": 0.0,
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"print_epoch_interval": 5,
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"max_time": 48
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},
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"net_params": {
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"L": 3,
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"hidden_dim": 90,
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"embedding_dim": 90,
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"num_pool": 1,
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"pool_ratio": 0.15,
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"lrbl": 1,
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"lambdap": 0.8,
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"residual": true,
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"readout": "mean",
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"in_feat_dropout": 0.0,
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"dropout": 0.5,
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"graph_norm": true,
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"batch_norm": true,
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"sage_aggregator": "maxpool",
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"data_mode": "default",
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"linkpred": true,
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"cat": false
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}
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}

‎configs/superpixels_graph_classification_DiffPool_Molclintox_100k.json‎

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{
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"gpu": {
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"use": true,
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"id": 0
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},
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"model": "DiffPool",
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"dataset": "MNIST",
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"out_dir": "out/superpixels_graph_classification/",
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"params": {
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"seed": 41,
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"epochs": 1000,
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"batch_size": 128,
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"init_lr": 0.001,
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"lr_reduce_factor": 0.5,
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"lr_schedule_patience": 5,
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"min_lr": 1e-5,
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"weight_decay": 0.0,
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"print_epoch_interval": 5,
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"max_time": 48
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},
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"net_params": {
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"L": 3,
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"hidden_dim": 90,
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"embedding_dim": 90,
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"num_pool": 1,
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"pool_ratio": 0.15,
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"residual": true,
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"readout": "mean",
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"in_feat_dropout": 0.0,
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"dropout": 0.5,
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"graph_norm": true,
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"batch_norm": true,
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"lambdap":1,
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"lrbl":2,
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"sage_aggregator": "maxpool",
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"data_mode": "default",
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"linkpred": true,
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"cat": false
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}
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}

‎configs/superpixels_graph_classification_DiffPool_Molesol_100k.json‎

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{
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"gpu": {
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"use": true,
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"id": 0
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},
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"model": "DiffPool",
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"dataset": "MNIST",
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"out_dir": "out/superpixels_graph_classification/",
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"params": {
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"seed": 41,
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"epochs": 1000,
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"batch_size": 64,
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"init_lr": 0.001,
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"lr_reduce_factor": 0.5,
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"lr_schedule_patience": 5,
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"min_lr": 1e-5,
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"weight_decay": 0.0,
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"print_epoch_interval": 5,
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"max_time": 48
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},
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"net_params": {
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"L": 3,
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"hidden_dim": 90,
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"embedding_dim":90,
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"num_pool": 1,
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"pool_ratio": 0.15,
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"residual": true,
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"readout": "mean",
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"in_feat_dropout": 0.0,
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"dropout": 0.0,
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"graph_norm": true,
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"batch_norm": true,
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"sage_aggregator": "maxpool",
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"data_mode": "default",
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"linkpred": true,
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"cat": false
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}
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}

‎configs/superpixels_graph_classification_DiffPool_Molhiv_100k.json‎

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{
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"gpu": {
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"use": true,
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"id": 0
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},
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"model": "DiffPool",
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"dataset": "MNIST",
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"out_dir": "out/superpixels_graph_classification/",
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"params": {
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"seed": 41,
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"epochs": 1000,
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"batch_size": 128,
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"init_lr": 0.001,
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"lr_reduce_factor": 0.5,
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"lr_schedule_patience": 5,
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"min_lr": 1e-5,
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"weight_decay": 0.0,
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"print_epoch_interval": 5,
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"max_time": 48
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},
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"net_params": {
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"L": 3,
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"hidden_dim": 90,
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"embedding_dim": 90,
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"num_pool": 1,
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"pool_ratio": 0.1,
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"residual": true,
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"readout": "mean",
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"in_feat_dropout": 0.0,
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"dropout": 0.5,
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"graph_norm": true,
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"batch_norm": true,
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"sage_aggregator": "maxpool",
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"data_mode": "default",
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"linkpred": true,
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"cat": false
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}
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}

‎configs/superpixels_graph_classification_DiffPool_Mollipo_100k.json‎

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{
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"gpu": {
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"use": true,
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"id": 0
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},
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"model": "DiffPool",
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"dataset": "MNIST",
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"out_dir": "out/superpixels_graph_classification/",
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"params": {
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"seed": 41,
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"epochs": 1000,
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"batch_size": 64,
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"init_lr": 0.001,
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"lr_reduce_factor": 0.5,
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"lr_schedule_patience": 5,
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"min_lr": 1e-5,
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"weight_decay": 0.0,
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"print_epoch_interval": 5,
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"max_time": 48
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},
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"net_params": {
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"L": 3,
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"hidden_dim": 90,
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"embedding_dim": 90,
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"num_pool": 1,
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"lrbl": 1.2,
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"lambdap": 2,
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"pool_ratio": 0.15,
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"residual": true,
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"readout": "mean",
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"in_feat_dropout": 0.0,
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"dropout": 0,
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"graph_norm": true,
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"batch_norm": true,
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"sage_aggregator": "maxpool",
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"data_mode": "default",
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"linkpred": true,
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"cat": false
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}
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}

‎configs/superpixels_graph_classification_DiffPool_Molsider_100k.json‎

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{
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"gpu": {
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"use": true,
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"id": 0
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},
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"model": "DiffPool",
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"dataset": "MNIST",
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"out_dir": "out/superpixels_graph_classification/",
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"params": {
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"seed": 41,
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"epochs": 1000,
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"batch_size": 128,
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"init_lr": 0.001,
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"lr_reduce_factor": 0.5,
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"lr_schedule_patience": 5,
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"min_lr": 1e-5,
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"weight_decay": 0.0,
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"print_epoch_interval": 5,
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"max_time": 48
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},
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"net_params": {
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"L": 3,
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"hidden_dim": 90,
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"embedding_dim": 90,
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"num_pool": 1,
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"pool_ratio": 0.015,
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"residual": true,
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"readout": "mean",
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"in_feat_dropout": 0.0,
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"dropout": 0.5,
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"graph_norm": true,
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"batch_norm": true,
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"sage_aggregator": "maxpool",
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"data_mode": "default",
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"linkpred": true,
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"cat": false
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}
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}

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