v0.3 (various tests) | slimshadys Overview – Weights & Biases

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Group: v0.3 (various tests)

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Author

State

Crashed

Start time

December 8th, 2023 9:00:00 PM

Runtime

1h 41m 58s

Tracked hours

1h 36m 13s

Run path

slimshadys/SoftKick/o3xtk8b5

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-55d64fe-#6" 55d64fee7a6741442eb52ead92028cfaa6d0f17b

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

v0.3 (various tests)

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:
  99.2072525024414
- ball_speed:
  74.17171478271484
- boost_held:
  0.08409169316291809
- car_height:
  24.17609214782715
- car_speed:
  1,819.0433349609375
- Collected Steps per Second:
  6,951.348617760949
- Cumulative Model Updates:
  1,295
- Cumulative Timesteps:
  32,413,668
- demoed_rate:
  0.0008993883966468275
- Mean KL Divergence:
  0.0026314598508179188
- on_ground:
  0.4417995810508728
- Overall Steps per Second:
  5,524.178138834953
- Policy Entropy:
  0.23502425104379657
- Policy Reward:
  15.407178250952528
- Policy Update Magnitude:
  0.1157590076327324
- PPO Batch Consumption Time:
  0.15827560424804688
- SB3 Clip Fraction:
  0.02824999950826168
- Timestep Collection Time:
  7.197739999999612
- Timestep Consumption Time:
  1.8595349000006536
- Timesteps Collected:
  50,034
- Total Iteration Time:
  9.057274900000266
- touch_rate:
  0.0018487428314983845
- Value Function Loss:
  0.4302186965942383
- Value Function Update Magnitude:
  0.15486150979995728

This run consumed these artifacts as inputs. Learn more

job-https___github.com_SlimShadys_SoftKick_train_rlgym_ppo.py:v6

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This run produced these artifacts as outputs. Learn more

run-o3xtk8b5-history:v0

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