v0.5.1 | unirome_collab Overview – Weights & Biases

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Group: v0.5.1

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Tags

Notes

Author

State

Crashed

Start time

December 11th, 2023 11:55:38 AM

Runtime

22h 20m 37s

Tracked hours

2h 33m 28s

Run path

unirome_collab/SoftKick/t2wtjqj9

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-fbffdb1-(Final)" fc0ff5046bde7aed87424d614b47c19f04d0b5d0

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:
  232.71250915527344
- ball_speed:
  321.3561706542969
- boost_held:
  0.0682050958275795
- car_height:
  53.415550231933594
- car_speed:
  1,299.5673828125
- Collected Steps per Second:
  8,575.742543170249
- Cumulative Model Updates:
  3,459
- Cumulative Timesteps:
  57,726,930
- demoed_rate:
  0.0008993524825200438
- Mean KL Divergence:
  0.008917834609746933
- on_ground:
  0.22096091508865356
- Overall Steps per Second:
  6,561.459253011473
- Policy Entropy:
  0.16845005750656128
- Policy Reward:
  60.89827256564165
- Policy Update Magnitude:
  0.17878900468349457
- PPO Batch Consumption Time:
  0.14931710561116537
- SB3 Clip Fraction:
  0.04905333121617635
- Timestep Collection Time:
  5.834596799999417
- Timestep Consumption Time:
  1.791145900000629
- Timesteps Collected:
  50,036
- Total Iteration Time:
  7.625742700000046
- touch_rate:
  0.02309337258338928
- Value Function Loss:
  0.3848972916603088
- Value Function Update Magnitude:
  0.2604488730430603

This run consumed these artifacts as inputs. Learn more

job-https___github.com_SlimShadys_SoftKick_train_rlgym_ppo.py:v2

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

run-t2wtjqj9-history:v0

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