cnnrnn-sweep-4 | thesis Overview – Weights & Biases

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Group: cnnrnn-sweep-4

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Tags

Notes

Author

State

Failed

Start time

May 6th, 2021 10:48:14 PM

Sweep

Runtime

55s

Tracked hours

-

Run path

nbvanting/thesis/h7shv66o

OS

Linux-4.19.112+-x86_64-with-Ubuntu-18.04-bionic

Python version

3.7.10

Command

Thesis - Sweep Run.ipynb

System Hardware

CPU count	2
GPU count	1
GPU type	Tesla T4

W&B CLI Version

0.10.29

Group

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 21 keys
- activation_cnn:
  "relu"
- activation_gru:
  "tanh"
- batch_size:
  218
- cnn_layer_size_1:
  61
- cnn_layer_size_2:
  201
- cnn_layer_size_3:
  114
- dataset:
  "strib"
- dropout:
  0.09067867334266
- epochs:
  25
- gru_layer_size_1:
  140
- gru_layer_size_2:
  44
- gru_layer_size_3:
  114
- learning_rate:
  0.03713739293294912
- lookback:
  744
- momentum:
  0.5826983135256132
- num_cnn_layers:
  2
- num_features:
  9
- num_gru_layers:
  2
- optimizer:
  "sgd"
- splitmethod:
  "standard"
- splitrate:
  0.8

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 10 keys
- best_epoch:
  5
- best_val_loss:
  0.647104799747467
- epoch:
  5
- ▶
  graph:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_summary_879d620d.graph.json"
  - sha256:
    "879d620dde1944ce3440bc5d159b0d7b3856316412f93cee6988bf288190c645"
  - size:
    2,076
- loss:
  0.21061889827251432
- mae:
  0.3591228127479553
- mape:
  406.3887023925781
- val_loss:
  0.647104799747467
- val_mae:
  0.6303722858428955
- val_mape:
  114.65855407714844

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

run-h7shv66o-history:v0

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