ReportReproduction

Batu's group workspace

Group: ReportReproduction

1-20

of 338

Tags

Notes

Author

batu

State

Crashed

Start time

December 8th, 2021 2:33:40 AM

Runtime

5m 49s

Tracked hours

5m 52s

Run path

batu/BehaviorCloning/lcmdezqm

Windows-10-10.0.19041-SP0

Python version

3.7.10

Git repository

git clone https://github.com/batu/RLAgency.git

Git state

git checkout -b "JumpEnvDebugGraph_residualTrue_learning_rate0.01_num_layers5_batch_size64" 6e4e3bb5250b23f7cc217320753f7a5bca39a6ab

Command

<python with no main file> --ip=127.0.0.1 --stdin=9003 --control=9001 --hb=9000 --Session.signature_scheme="hmac-sha256" --Session.key=b"b09ae595-3021-4eb9-9037-f3614450df0d" --shell=9002 --transport="tcp" --iopub=9004 --f=C:\Users\batua\AppData\Local\Temp\tmp-7560OSz2ohptnNG1.json

System Hardware

CPU count	16
GPU count	1
GPU type	NVIDIA GeForce RTX 3070 Laptop GPU

W&B CLI Version

0.12.6

Group

ReportReproduction

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 20 keys
- activation:
  "torch.nn.functional.relu"
- activation_first_layer:
  false
- add_node_id:
  false
- aggregation_method:
  "node"
- batch_size:
  64
- dropout:
  true
- edge_type:
  "goal_to_agent"
- env_name:
  "Jump"
- hidden_dim:
  128
- input_dim:
  23
- learning_rate:
  0.01
- linear_input:
  true
- linear_output:
  true
- max_epochs:
  30
- model_type:
  "__main__.GCNLayer"
- num_layers:
  5
- obs:
  "pos"
- residual:
  true
- self_loop:
  true
- sweep:
  "JumpGraphTest"

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 17 keys
- epoch:
  18
- Mean of Gradients:
  0.00006500052404589951
- train_abs_error:
  0.46252262592315674
- train_loss_epoch:
  0.3349038064479828
- train_loss_step:
  0.3175419569015503
- trainer/global_step:
  6,499
- val_abs_error:
  0.4304095804691314
- val_loss_epoch:
  0.30776867270469666
- val_loss_step:
  0.14189454913139343
- val_mape_epoch:
  0.5453519225120544
- val_mape_jump_epoch:
  0.7564896941184998
- val_mape_jump_step:
  0.7044457793235779
- val_mape_step:
  0.3409242331981659
- val_mape_x_epoch:
  0.4913389086723328
- val_mape_x_step:
  0.18520286679267883
- val_mape_z_epoch:
  0.3882272839546203
- val_mape_z_step:
  0.13312402367591858

This run produced these artifacts as outputs. Total: 1. Learn more

wandb-history

run-lcmdezqm-history:v0

Batu's group workspace

JumpEnvDebugGraph_residual:True_learning_rate:0.01_num_layers:5_batch_size:64