cnnrnn-hptuned-run-1 | thesis Overview – Weights & Biases

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Group: cnnrnn-hptuned-run-1

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of 1

Tags

Notes

Author

State

Crashed

Start time

May 5th, 2021 10:13:28 AM

Runtime

18m 35s

Tracked hours

3m 10s

Run path

nbvanting/thesis/3hriq57d

OS

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

Python version

3.7.10

Command

CNNGRU.ipynb

System Hardware

CPU count	2
GPU count	1
GPU type	Tesla T4

W&B CLI Version

0.10.29

Group

cnnrnn-hptuned-run-1

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 19 keys
- activation_cnn:
  "relu"
- activation_gru:
  "tanh"
- batch_size:
  240
- cnn_layer_size_1:
  64
- cnn_layer_size_2:
  176
- cnn_layer_size_3:
  248
- dataset:
  "kolding"
- dropout:
  0.024
- epochs:
  100
- gru_layer_size_1:
  56
- gru_layer_size_2:
  128
- gru_layer_size_3:
  144
- learning_rate:
  0.03515
- lookback:
  744
- momentum:
  0.9
- num_cnn_layers:
  2
- num_features:
  9
- num_gru_layers:
  2
- optimizer:
  "sgd"

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 11 keys
- best_epoch:
  20
- best_val_loss:
  0.09105248749256134
- epoch:
  30
- ▶
  graph:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_summary_cd04162c.graph.json"
  - sha256:
    "cd04162cae9860f15ec65007e8499706e03e6daab082d5aaaed57b12ba38ee33"
  - size:
    2,115
- loss:
  0.04838257655501366
- lr:
  0.01757499948143959
- mae:
  0.17045317590236664
- mape:
  252.4525604248047
- val_loss:
  0.10154914110898972
- val_mae:
  0.25500425696372986
- val_mape:
  109.59423065185548

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

run-3hriq57d-history:v0

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