kimsehun725

Kimsehun725's group workspace

Group: 20221019_1608

1-1

of 1

Tags

Notes

Author

kimsehun725

State

Finished

Start time

October 19th, 2022 7:08:04 AM

Runtime

3h 41m 36s

Tracked hours

3h 41m 29s

Run path

kimsehun725/my_vae/3977elqd

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

20221019_1608

Job Type

step3_tset00

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 18 keys
- args/baseline:
  false
- args/baseline_epochs:
  192
- args/baseline_lr:
  0.005
- args/bins_per_octave:
  24
- args/classifier_epochs:
  64
- args/classifier_lr:
  0.005
- args/down_sampling_rate:
  22,050
- args/estimator_feature_type:
  "cqt"
- args/estimator_normalize_input:
  false
- args/hop_length:
  512
- args/lr:
  0.005
- args/n_bins:
  192
- args/pretrain_feature_type:
  "db_cqt"
- args/pretrain_lr:
  0.05
- args/pretrain_normalize_input:
  true
- args/step2_epochs:
  200
- 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_c1c94adb8810eb50b6fc.graph.json"
  - sha256:
    "c1c94adb8810eb50b6fcbfde96009285069765cb0a472297eef0d9f3e54b09d1"
  - size:
    6,682
- ▶
  graph_3:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_3_summary_a918b98571751e24207c.graph.json"
  - sha256:
    "a918b98571751e24207cd6cf123eb26b4ae1bb4df2d4e64b7f1c4a22a56dd654"
  - size:
    6,682
- ▶
  graph_5:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_5_summary_e6f4f8055d2dacba2df4.graph.json"
  - sha256:
    "e6f4f8055d2dacba2df4ca5f9b3c34a75f25ed3c7422c208ed08050a0e049308"
  - size:
    6,682
- ▶
  graph_7:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_7_summary_fdb116d2fba09ba5bc0c.graph.json"
  - sha256:
    "fdb116d2fba09ba5bc0c5420f15f6a169ec228cbcbb79ec21e7c6fe7b310cbdc"
  - size:
    6,682
- ▶
  graph_9:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_9_summary_a04fa11c8e4ea96c4324.graph.json"
  - sha256:
    "a04fa11c8e4ea96c432411e12617edbb97a4ef0ce991176ce9cc56ea8c277262"
  - size:
    6,682
- ▶
  graph_11:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_11_summary_28f9e122de5c9a4f3be7.graph.json"
  - sha256:
    "28f9e122de5c9a4f3be797495e6e55fb6ba3c5dec27a4042db71620da2d45502"
  - size:
    6,682
- lr-RAdam:
  0.00015625
- train/loss:
  0.028777560219168663
- trainer/global_step:
  1,535
- val/f1:
  0.8508076071739197
- val/loss:
  0.02051502838730812
- val/precision:
  0.8398314714431763
- val/recall:
  0.8621155023574829
- val/tdr:
  0.988283395767212

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

wandb-history

run-3977elqd-history:v0

Kimsehun725's group workspace

20221019_1608

20221019_1608_test00