v0.5.1.2 | unirome_collab Overview – Weights & Biases

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Group: v0.5.1.2

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Notes

Author

State

Finished

Start time

December 13th, 2023 7:50:10 AM

Runtime

3h 23m 43s

Tracked hours

1h 3m 44s

Run path

unirome_collab/SoftKick/pfdoogz6

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-f3a61c0-(Final)" fbffdb1187c6a008885d82a818d05a8666d049fd

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:
  0.00025
- 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:
  0.0003
- 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:
  169.132080078125
- ball_speed:
  241.0758056640625
- boost_held:
  0.06077386066317558
- car_height:
  42.896385192871094
- car_speed:
  1,101.6046142578125
- Collected Steps per Second:
  8,206.704339300544
- Cumulative Model Updates:
  4,356
- Cumulative Timesteps:
  72,784,046
- demoed_rate:
  0.0004498200723901391
- Mean KL Divergence:
  0.018311584057907265
- on_ground:
  0.286205530166626
- Overall Steps per Second:
  6,275.667095759057
- Policy Entropy:
  0.06105422352751096
- Policy Reward:
  129.20913248918288
- Policy Update Magnitude:
  0.08043380081653595
- PPO Batch Consumption Time:
  0.1518553098042806
- SB3 Clip Fraction:
  0.03669999912381172
- Timestep Collection Time:
  6.095016700000087
- Timestep Consumption Time:
  1.875450699999874
- Timesteps Collected:
  50,020
- Total Iteration Time:
  7.970467399999961
- touch_rate:
  0.04793082922697067
- Value Function Loss:
  2.524258772532145
- Value Function Update Magnitude:
  0.10925085097551346

This run consumed these artifacts as inputs. Learn more

job-https___github.com_SlimShadys_SoftKick_train_rlgym_ppo.py:v3

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This run produced these artifacts as outputs. Learn more

run-pfdoogz6-history:v2

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