200_epochs | arpastrana Workspace – Weights & Biases

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Group: 200_epochs

1-8

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Tags

Notes

Author

State

Crashed

Start time

December 1st, 2020 7:13:28 PM

Runtime

1h 5m 39s

Tracked hours

30m 7s

Run path

arpastrana/beta_vae/4vyqt4ba

OS

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

Python version

3.6.9

Git repository

git clone /Users/arpj/code/princeton/neu_vae

Git state

git checkout -b "beta_1_z_10" 0877db0e016bb0171ff272f8bc97ae96654566d5

Command

<python with no main file> -f /root/.local/share/jupyter/runtime/kernel-5afbba84-b1bd-46d8-a4d1-af649e96e2ae.json

System Hardware

CPU count	2
GPU count	1
GPU type	Tesla T4

W&B CLI Version

0.10.11

Group

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 27 keys
- batch_size:
  100
- beta:
  1
- data_path:
  "../../../data/external"
- decoder_act_func:
  "tanh"
- decoder_hidden_dim:
  500
- decoder_name:
  "LinearDecoder"
- decoder_pred_func:
  "sigmoid"
- encoder_act_func:
  "tanh"
- encoder_hidden_dim:
  500
- encoder_name:
  "LinearEncoder"
- epochs:
  200
- group:
  "200_epochs"
- input_dim:
  784
- lr:
  0.01
- n_classes:
  10
- optimizer_name:
  "Adagrad"
- project:
  "beta_vae"
- rec_loss:
  "binary_cross_entropy"
- run_name:
  "z_10"
- save_model:
  true
- seed:
  1
- single_label:
  4
- test_num_img:
  10
- use_single_label:
  false
- vae_name:
  "BetaVAE"
- wandb:
  true
- z_dim:
  10

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 8 keys
- ▶
  graph_0:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/g.r.a.p.h._.0_summary_a618ae0f.graph.json"
  - sha256:
    "a618ae0f2034ca75aefceffcdca2d8d15f5b69289fe638556c212c662ce988a3"
  - size:
    991
- ▶
  Test Example:{} 8 keys
- Test Loss - KL Divergence:
  18.545283459472657
- Test Loss - Reconstruction:
  88.06616108398437
- Test Loss - Total:
  106.6114443359375
- Train Loss - KL Divergence:
  18.62368561401367
- Train Loss - Reconstruction:
  87.83566123046874
- Train Loss - Total:
  106.45934689127604

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

run-4vyqt4ba-history:v0

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