v0.2 | slimshadys Overview – Weights & Biases

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Group: v0.2

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Author

State

Crashed

Start time

December 4th, 2023 8:40:49 PM

Runtime

1h 15m 1s

Tracked hours

1h 7m 22s

Run path

slimshadys/SoftKick/susyc1dk

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-97d1ba0" 5b4294e11ab81827ae81d8b199424708c88a227f

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

0.16.0

Group

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 15 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:
  0.996
- gae_lambda:
  0.95
- min_inference_size:
  36
- n_proc:
  40
- ▶
  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:
  94.49970245361328
- ball_speed:
  164.01104736328125
- boost_held:
  0.033865250647068024
- car_height:
  71.0270004272461
- car_speed:
  780.9229125976562
- Collected Steps per Second:
  5,065.99587132704
- Cumulative Model Updates:
  892
- Cumulative Timesteps:
  22,359,056
- demoed_rate:
  0
- Mean KL Divergence:
  0.007603167556226253
- on_ground:
  0.09635458141565324
- Overall Steps per Second:
  4,168.342072114766
- Policy Entropy:
  3.735929012298584
- Policy Reward:
  94.0240126064226
- Policy Update Magnitude:
  0.24268867075443268
- PPO Batch Consumption Time:
  0.34369099140167236
- SB3 Clip Fraction:
  0.08488999679684639
- Timestep Collection Time:
  9.87130689999958
- Timestep Consumption Time:
  2.1257891000004747
- Timesteps Collected:
  50,008
- Total Iteration Time:
  11.997096000000056
- touch_rate:
  0.003749400144442916
- Value Function Loss:
  0.08203569799661636
- Value Function Update Magnitude:
  0.33260083198547363

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. Learn more

run-susyc1dk-history:v0

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