GNN_Supervised Table – Weights & Biases

Batu's workspace

Runs

309

__class__

epoch

loss

train_loss_epoch

train_loss_step

trainer/global_step

val_loss_epoch

val_loss_step

Finished

batu

4y ago

2d 23h 48m 19s

goal_to_agent

true

relu

node

0.001

true

["__main__.AggregateGCN","__main__.GCNLayer"]

true

3.2

true

0.026778

0.027052

3100.33333

0.031907

0.028904

Finished

batu

4y ago

1h 8m 8s

goal_to_agent

true

relu

node

0.001

true

__main__.GCNLayer

true

2.64706

true

18.61765

0.021942

0.021126

2762.52941

0.025231

0.024377

Finished

batu

4y ago

1h 25m 36s

goal_to_agent

true

["Leaky","leaky_relu","relu"]

node

0.001

true

__main__.GCNLayer

true

3.19444

[false,true]

19.91429

0.021748

0.021038

2940.51429

0.024588

0.024467

Finished

batu

4y ago

57m 12s

goal_to_agent

true

node

0.001

true

__main__.GCNLayer

false

[false,true]

0.036123

0.0344

4229

0.041917

0.044192

Finished

batu

4y ago

19h 51m 11s

["bi_directional","goal_to_agent"]

[false,true]

node

0.001

true

["__main__.AggregateGCN","__main__.GCNLayer"]

false

true

0.023222

0.031004

4229

0.028993

0.016214

Finished

batu

4y ago

1d 3h 50m 22s

["agent_to_goal","bi_directional","goal_to_agent"]

[false,true]

node

0.001

true

["__main__.AggregateGCN","__main__.SingleLayerGCN"]

false

[false,true]

0.064861

0.064595

4229

0.07663

0.082034

Finished

batu

4y ago

14m

["agent_to_goal","bi_directional","goal_to_agent"]

[false,true]

node

0.001

true

__main__.SingleLayerGCN

true

false

0.036474

0.035097

4229

0.041945

0.040484

Finished

batu

4y ago

33m 34s

["agent_to_goal","bi_directional","goal_to_agent"]

[false,true]

node

0.001

true

[false,true]

0.029556

0.027945

4229

0.033764

0.035008

Finished

batu

4y ago

2d 21h 18m 46s

bi_directional

[false,true]

["mean_pool","node"]

4.66667

0.001

true

[false,true]

25.45455

0.031806

0.035423

21670.36364

0.040519

0.042996

Finished

batu

4y ago

2h 36m 15s

["agent_to_goal","goal_to_agent"]

true

0.001

0.013577

0.010745

22499

0.015259

0.014798

Finished

batu

4y ago

1h 4m 45s

goal_to_agent

true

226.28571

0.0035714

25.28571

0.035364

0.038192

28991.14286

0.048504

0.061588

Finished

batu

4y ago

7h 16m 49s

["agent_to_goal","bi_directional","goal_to_agent"]

true

["EdgeType_agent_to_goal_LR_0.001_Hdim16","EdgeType_agent_to_goal_LR_0.001_Hdim256","EdgeType_bi_directional_LR_0.001_Hdim16","EdgeType_bi_directional_LR_0.001_Hdim256","EdgeType_goal_to_agent_LR_0.001_Hdim16","EdgeType_goal_to_agent_LR_0.001_Hdim256"]

136

0.001

0.025981

0.026056

33749

0.036917

0.041684

Finished

batu

4y ago

3m 41s

bi_directional

true

EdgeType_bi_directional_LR_0.01

256

0.01

0.045138

0.027603

10949

0.057525

0.052643

Finished

batu

4y ago

19m 25s

bi_directional

true

["EdgeType_bi_directional_LR_0.001","EdgeType_bi_directional_LR_0.01"]

256

0.0055

0.044958

0.051654

14274

0.059884

0.051503

Finished

batu

4y ago

3m 44s

bi_directional

true

GoalToAgent

256

Finished

batu

4y ago

6m 37s

goal_to_agent

true

["GoalToAgent_Hdim1","GoalToAgent_Hdim16","GoalToAgent_Hdim2","GoalToAgent_Hdim256","GoalToAgent_Hdim32","GoalToAgent_Hdim4","GoalToAgent_Hdim7","GoalToAgent_Hdim8"]

40.75

0.019138

Finished

batu

4y ago

2m 27s

["agent_to_goal","bi_directional","goal_to_agent"]

true

["EdgeType_agent_to_goal","EdgeType_bi_directional","EdgeType_goal_to_agent"]

0.0024184

Finished

batu

4y ago

2m 28s

["agent_to_goal","bi_directional","goal_to_agent"]

true

["EdgeType_agent_to_goal","EdgeType_bi_directional","EdgeType_goal_to_agent"]

0.00068104

Finished

batu

4y ago

7m 47s

["agent_to_goal","bi_directional","goal_to_agent"]

[false,true]

["EdgeType_agent_to_goal_SelfLoop_False","EdgeType_agent_to_goal_SelfLoop_True","EdgeType_bi_directional_SelfLoop_False","EdgeType_bi_directional_SelfLoop_True","EdgeType_goal_to_agent_SelfLoop_False","EdgeType_goal_to_agent_SelfLoop_True"]

0.016616

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