Victor's Ablation Study exps

[vict0rsch]

Exp.	Comet Link	Slurm JOBID	comet.tags	gen.m.use_spade	gen.s.depth_dada_fusion	gen.s.depth_feat_fusion	partition	tasks	train.pseudo.tasks	output_path
0	0	747235	m	False	False	False	unkilla..	m	[]	/miniscratch/schmidtv/vicc/omnigan/runs/ablation (13)
1	1	747236	md	False	False	False	main	md	[]	/miniscratch/schmidtv/vicc/omnigan/runs/ablation (14)
2	2	747237	ms	False	False	False	main	ms	[]	/miniscratch/schmidtv/vicc/omnigan/runs/ablation (15)
3	3	747238	msd	False	False	False	long	msd	[]	/miniscratch/schmidtv/vicc/omnigan/runs/ablation (16)
4	4	747239	msd spade	True	False	False	long	msd	[]	/miniscratch/schmidtv/vicc/omnigan/runs/ablation (17)
5	5	747240	msd dada	False	True	True	long	msd	[]	/miniscratch/schmidtv/vicc/omnigan/runs/ablation (18)
6	6	747241	msd spade dada	True	True	True	long	msd	[]	/miniscratch/schmidtv/vicc/omnigan/runs/ablation (19)
7	7	747242	msd pseudo	False	False	False	long	msd	['m', 's', 'd']	/miniscratch/schmidtv/vicc/omnigan/runs/ablation (20)
8	8	747243	msd spade pseudo	True	False	False	long	msd	['m', 's', 'd']	/miniscratch/schmidtv/vicc/omnigan/runs/ablation (21)
9	9	747244	msd dada pseudo	False	True	True	long	msd	['m', 's', 'd']	/miniscratch/schmidtv/vicc/omnigan/runs/ablation (22)
10	10	747245	msd spade dada pseudo	True	True	True	long	msd	['m', 's', 'd']	/miniscratch/schmidtv/vicc/omnigan/runs/ablation (23)

[vict0rsch]

Exp file:

partition:
  sample: sequential
  from:
    - unkillable
    - main
    - main
    - long
    - long
    - long
    - long
    - long
    - long
    - long
    - long
cpus: 4
gres: gpu:rtx8000:1
mem: 24G
output: /miniscratch/schmidtv/vicc/omnigan/logs/ablation/slurm-%j.out
codeloc: $HOME/ccai/github/omnigan
conda: conda activate omnienv && conda deactivate && conda activate omnienv
modules: module load anaconda/3

"args.config": $HOME/ccai/github/omnigan/shared/trainer/defaults.yaml

n_search: -1

"args.comet_tags": [ablation]

"data.loaders.batch_size": 4
"data.loaders.num_workers": 4

"gen.m.spade.cond_nc": 15

"output_path": /miniscratch/schmidtv/vicc/omnigan/runs/ablation

"train.epochs": 150
"train.kitti.pretrain": False
"train.pseudo.epochs": 10
"train.save_n_epochs": 25

"comet.tags":
  sample: sequential
  from:
    - [m]
    - [md]
    - [ms]
    - [msd]
    - [msd_spade]
    - [msd, dada]
    - [msd_spade, dada]
    - [msd, pseudo]
    - [msd_spade, pseudo]
    - [msd, dada, pseudo]
    - [msd_spade, dada, pseudo]

tasks:
  sample: sequential
  from:
    - [m]
    - [m, d]
    - [m, s]
    - [m, s, d]
    - [m, s, d]
    - [m, s, d]
    - [m, s, d]
    - [m, s, d]
    - [m, s, d]
    - [m, s, d]
    - [m, s, d]

"train.pseudo.tasks":
  sample: sequential
  from:
    - []
    - []
    - []
    - []
    - []
    - []
    - []
    - [m, s, d]
    - [m, s, d]
    - [m, s, d]
    - [m, s, d]

"gen.m.use_spade":
  sample: sequential
  from:
    - False
    - False
    - False
    - False
    - True
    - False
    - True
    - False
    - True
    - False
    - True
"gen.deeplabv3.backbone": resnet
"gen.s.depth_feat_fusion":
  sample: sequential
  from:
    - False
    - False
    - False
    - False
    - False
    - True
    - True
    - False
    - False
    - True
    - True
"gen.s.depth_dada_fusion":
  sample: sequential
  from:
    - False
    - False
    - False
    - False
    - False
    - True
    - True
    - False
    - False
    - True
    - True