kimsehun725

Kimsehun725's group workspace

Group: 20221015_1635

1-1

of 1

Tags

Notes

Author

kimsehun725

State

Finished

Start time

October 15th, 2022 7:35:05 AM

Runtime

3h 35m 27s

Tracked hours

3h 35m 20s

Run path

kimsehun725/my_vae/23bu074k

Linux-3.10.0-1062.9.1.el7.x86_64-x86_64-with-glibc2.29

Python version

3.8.10

Command

src/train.py

System Hardware

CPU count	40
GPU count	4
GPU type	Tesla V100-SXM2-32GB

W&B CLI Version

0.13.4

Group

20221015_1635

Job Type

step3_tset00

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 14 keys
- args/baseline:
  false
- args/baseline_epochs:
  192
- args/baseline_lr:
  0.005
- args/bins_per_octave:
  24
- args/down_sampling_rate:
  22,050
- args/estimator_feature_type:
  "cqt"
- args/hop_length:
  512
- args/lr:
  0.005
- args/n_bins:
  192
- args/pretrain_feature_type:
  "cqt"
- args/pretrain_lr:
  0.001
- args/step2_epochs:
  64
- args/step3_epochs:
  192
- args/train_ratio:
  0.9

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 15 keys
- epoch:
  191
- ▶
  graph_1:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_1_summary_f388f0a35866f2a4f6a6.graph.json"
  - sha256:
    "f388f0a35866f2a4f6a6ba2b7c0ddfed3a893ed99b5453524cb94b1616b0ac62"
  - size:
    6,682
- ▶
  graph_3:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_3_summary_caf13a1d9383483fb24e.graph.json"
  - sha256:
    "caf13a1d9383483fb24e5b89d90c4216e90921813ca557688bf6b2cde5f8c347"
  - size:
    6,682
- ▶
  graph_5:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_5_summary_d843846176b6ae803c82.graph.json"
  - sha256:
    "d843846176b6ae803c82aa12dc70e01003266fc6ad15f2cb45a731e569e07141"
  - size:
    6,682
- ▶
  graph_7:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_7_summary_fe83506a3a07859961be.graph.json"
  - sha256:
    "fe83506a3a07859961be45a4677a3b35aa7b3475562cf2744f1c114214f2fb92"
  - size:
    6,682
- ▶
  graph_9:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_9_summary_f419ff00141ef5442f9f.graph.json"
  - sha256:
    "f419ff00141ef5442f9f710a12b8773b8a33ffe061c746f6982404799a42e3cd"
  - size:
    6,682
- ▶
  graph_11:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_11_summary_f9be56dfb8e6f9bfade7.graph.json"
  - sha256:
    "f9be56dfb8e6f9bfade7e30b7ed57c5f75e0cf53f2ffc5a556414fbb30985d1c"
  - size:
    6,682
- lr-RAdam:
  0.00015625
- train/loss:
  0.02757698111236095
- trainer/global_step:
  1,535
- val/f1:
  0.8629059791564941
- val/loss:
  0.02173011191189289
- val/precision:
  0.8304573893547058
- val/recall:
  0.8981066346168518
- val/tdr:
  0.9938116669654846

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

wandb-history

run-23bu074k-history:v0