DEBUG_GraphTest

Batu's group workspace

Group: DEBUG_GraphTest

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Tags

Notes

Author

batu

State

Finished

Start time

December 9th, 2021 1:46:58 PM

Runtime

36s

Tracked hours

Run path

batu/BehaviorCloning/1dsby6zw

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_residualFalse_learning_rate0.001_num_layers5_batch_size512" 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"728534ce-72b0-4f30-8214-188244d8bce4" --shell=9002 --transport="tcp" --iopub=9004 --f=C:\Users\batua\AppData\Local\Temp\tmp-15380x6cLgaOdX1Gn.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

DEBUG_GraphTest

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:
  512
- dropout:
  true
- edge_type:
  "goal_to_agent"
- env_name:
  "Jump"
- hidden_dim:
  128
- input_dim:
  23
- learning_rate:
  0.001
- linear_input:
  true
- linear_output:
  true
- max_epochs:
  30
- model_type:
  "__main__.GCNLayer"
- num_layers:
  5
- obs:
  "pos"
- residual:
  false
- self_loop:
  true
- sweep:
  "JumpGraphTest"

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 16 keys
- epoch:
  29
- Mean of Gradients:
  0
- train_abs_error:
  0.7504971027374268
- train_loss_epoch:
  0.6593823432922363
- trainer/global_step:
  29
- val_abs_error:
  0.6204017996788025
- val_loss_epoch:
  0.47309237718582153
- val_loss_step:
  0.47309237718582153
- val_mape_epoch:
  0.7833437919616699
- val_mape_jump_epoch:
  0.700405478477478
- val_mape_jump_step:
  0.700405478477478
- val_mape_step:
  0.7833437919616699
- val_mape_x_epoch:
  0.999687910079956
- val_mape_x_step:
  0.999687910079956
- val_mape_z_epoch:
  0.6499379277229309
- val_mape_z_step:
  0.6499379277229309

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

wandb-history

run-1dsby6zw-history:v0

Batu's group workspace

JumpEnvDebugGraph_residual:False_learning_rate:0.001_num_layers:5_batch_size:512