abstractor

Awni00's group workspace

Group: transformer-medium

1-5

of 5

Tags

Notes

Author

awni00

State

Finished

Start time

September 18th, 2023 6:37:24 AM

Runtime

4h 26m 37s

Tracked hours

4h 10m 22s

Run path

abstractor/math-polynomials__expand/h9df0aiz

Linux-4.18.0-477.21.1.el8_8.x86_64-x86_64-with-glibc2.28

Python version

3.10.12

Git repository

git clone https://github.com/jdlafferty/relational

Git state

git checkout -b "trial=0" 82e9e98161ddbe2bd0622ecce7b88734c8453ef6

Command

/gpfs/gibbs/project/lafferty/ma2393/relational/experiments/math/train_model.py --model transformer --task polynomials__expand --model_size medium --run_name trial=4 --n_epochs 50 --batch_size 128 --train_size -1

System Hardware

CPU count	36
Logical CPU count	36
GPU count	1
GPU type	NVIDIA GeForce RTX 3090

Group

transformer-medium

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 11 keys
- batch_size:
  128
- early_stopping:
  false
- ignore_gpu_assert:
  false
- model:
  "transformer"
- model_size:
  "medium"
- n_epochs:
  50
- run_name:
  "trial=4"
- seed:
  314,159
- task:
  "polynomials__expand"
- train_size:
  -1
- wandb_project_name:
  null

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 8 keys
- best_epoch:
  47
- best_val_loss:
  0.25874096155166626
- epoch:
  49
- ▶
  graph:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_summary_c27a010f21661c3cdeb4.graph.json"
  - sha256:
    "c27a010f21661c3cdeb4018fb315784e8e200b11b65a3ba567edec2fa680cb50"
  - size:
    1,001
- loss:
  0.2230746299028397
- teacher_forcing_accuracy:
  0.774978756904602
- val_loss:
  0.258878231048584
- val_teacher_forcing_accuracy:
  0.7552485466003418

This run consumed these artifacts as inputs. Learn more

job

job-https___github.com_jdlafferty_relational_experiments_math_train_model.py:v16

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

wandb-history

run-h9df0aiz-history:v0