DEBUG_GraphTest2 | batu Overview

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Group: DEBUG_GraphTest2

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Tags

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Author

batu

State

Finished

Start time

December 16th, 2021 2:57:33 PM

Runtime

6m 49s

Tracked hours

6m 44s

Run path

batu/BehaviorCloning/xqrb8uzb

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_Baseline" 6e4e3bb5250b23f7cc217320753f7a5bca39a6ab

Command

<python with no main file> --ip=127.0.0.1 --stdin=9008 --control=9006 --hb=9005 --Session.signature_scheme="hmac-sha256" --Session.key=b"b88ebfb1-65db-4c86-b410-d1014d32befa" --shell=9007 --transport="tcp" --iopub=9009 --f=C:\Users\batua\AppData\Local\Temp\tmp-16980fEKChEKt5pHm.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_GraphTest2

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 22 keys
- activation:
  "torch.nn.functional.relu"
- activation_first_layer:
  false
- add_node_id:
  false
- aggregation_method:
  "node"
- batch_size:
  128
- 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"
- ▶
  node_observation_specification:[] 1 item
  - 0:
    "abs_pos"
- num_layers:
  3
- obs:
  "pos"
- ▶
  observation_specification:{} 3 keys
  - ▶
    agent_pos:{} 3 keys
    - slice_start:
      13
    - slice_step:
      null
    - slice_stop:
      16
  - ▶
    goal_pos:{} 3 keys
    - slice_start:
      16
    - slice_step:
      null
    - slice_stop:
      19
  - ▶
    velocity:{} 3 keys
    - slice_start:
      9
    - slice_step:
      null
    - slice_stop:
      12
- residual:
  false
- self_loop:
  true
- sweep:
  "JumpGraphTest"

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 20 keys
- epoch:
  29
- ▶
  Fail Ending Position:{} 7 keys
- Mean of Gradients:
  0.00010867329547181726
- ▶
  Succes-Fail Starting Position:{} 7 keys
- Success Rate:
  0.012
- train_abs_error:
  0.34943661093711853
- train_loss_epoch:
  0.24604474008083344
- train_loss_step:
  0.25415289402008057
- trainer/global_step:
  5,279
- val_abs_error:
  0.3471129536628723
- val_loss_epoch:
  0.2557862401008606
- val_loss_step:
  0.2145802825689316
- val_mape_epoch:
  0.354451060295105
- val_mape_jump_epoch:
  0.49389004707336426
- val_mape_jump_step:
  0.4377734065055847
- val_mape_step:
  0.33937790989875793
- val_mape_x_epoch:
  0.287320077419281
- val_mape_x_step:
  0.2684521973133087
- val_mape_z_epoch:
  0.2821430265903473
- val_mape_z_step:
  0.31190815567970276

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

wandb-history

run-xqrb8uzb-history:v0