v0.5 | unirome_collab Overview – Weights & Biases

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Author

State

Crashed

Start time

December 10th, 2023 12:37:55 PM

Runtime

10h 22m 28s

Tracked hours

2h 17m 32s

Run path

unirome_collab/SoftKick/qhw70jfy

OS

Windows-10-10.0.22631-SP0

Python version

3.9.18

Git repository

git clone https://github.com/SlimShadys/SoftKick

Git state

git checkout -b "Commit-fc0ff50" 743cb041e279de25082e734d13e1872808d19c62

Command

C:\Users\gianm\Documents\Università-Git\SoftKick\train_rlgym_ppo.py

System Hardware

CPU count	8
Logical CPU count	16
GPU count	1
GPU type	NVIDIA GeForce RTX 3060 Laptop GPU

W&B CLI Version

0.16.1

Group

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 14 keys
- ▶
  critic_layer_sizes:[] 4 items
  - 0:
    1,024
  - 1:
    512
  - 2:
    512
  - 3:
    512
- critic_lr:
  0.001
- exp_buffer_size:
  150,000
- gae_gamma:
  0.9908006132652292
- gae_lambda:
  0.95
- n_proc:
  45
- ▶
  policy_layer_sizes:[] 4 items
  - 0:
    1,024
  - 1:
    512
  - 2:
    512
  - 3:
    512
- policy_lr:
  0.001
- ppo_batch_size:
  50,000
- ppo_clip_range:
  0.2
- ppo_ent_coef:
  0.0001
- ppo_epochs:
  1
- ppo_minibatch_size:
  50,000
- ts_per_iteration:
  50,000

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 24 keys
- ball_height:
  183.52593994140625
- ball_speed:
  207.5967254638672
- boost_held:
  0.04707685485482216
- car_height:
  82.20890808105469
- car_speed:
  1,473.923828125
- Collected Steps per Second:
  6,625.760282802063
- Cumulative Model Updates:
  2,505
- Cumulative Timesteps:
  41,870,506
- demoed_rate:
  0
- Mean KL Divergence:
  0.008439815447976192
- on_ground:
  0.16649000346660614
- Overall Steps per Second:
  5,101.325381468957
- Policy Entropy:
  0.7124607165654501
- Policy Reward:
  50.379039457182145
- Policy Update Magnitude:
  0.26345294713974
- PPO Batch Consumption Time:
  0.1555799643198649
- SB3 Clip Fraction:
  0.06049999843041102
- Timestep Collection Time:
  7.54630380000026
- Timestep Consumption Time:
  2.2550705999997263
- Timesteps Collected:
  50,000
- Total Iteration Time:
  9.801374399999986
- touch_rate:
  0.008870000019669533
- Value Function Loss:
  0.2236919403076172
- Value Function Update Magnitude:
  0.22451093792915344

This run consumed these artifacts as inputs. Learn more

job-https___github.com_SlimShadys_SoftKick_train_rlgym_ppo.py:v1

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

run-qhw70jfy-history:v0

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