configs/dev/00_clustering.yaml [5:40]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
sweep_dir: null

clustering:
  encoder: resnet18
  metric: euclidean
  method: random  # [random, sorted_distances]
  seed: 42  # Numpy clustering seed

dataset:
  name: ImageNat
  root: /checkpoint/ishmaelb/data/datasets/ILSVRC2012
  split: train
  batch_size: 2048
  seed: 42   # Dataset seed.

slurm:
  preset: distributed_8  # Key-value pairs below override presets.
  time: 29
  mem_per_gpu: 32G
  cpus_per_task: 5
  partition: devlab
  comment: NeurIPS2021

experiment:
  distributed: True
  platform: slurm

  ## ----- Mutable on the worker.
  seed: 42  # Workers seed
  device: cuda:0
  rank: null
  local_rank: null
  world_size: null
  dist_protocol: null
  dist_url: null
  num_workers: 5
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configs/release/00_clustering.yaml [5:40]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
sweep_dir: null

clustering:
  encoder: resnet18
  metric: euclidean
  method: random  # [random, sorted_distances]
  seed: 42  # Numpy clustering seed

dataset:
  name: ImageNat
  root: /checkpoint/ishmaelb/data/datasets/ILSVRC2012
  split: train
  batch_size: 2048
  seed: 42   # Dataset seed.

slurm:
  preset: distributed_8  # Key-value pairs below override presets.
  time: 29
  mem_per_gpu: 32G
  cpus_per_task: 5
  partition: devlab
  comment: NeurIPS2021

experiment:
  distributed: True
  platform: slurm

  ## ----- Mutable on the worker.
  seed: 42  # Workers seed
  device: cuda:0
  rank: null
  local_rank: null
  world_size: null
  dist_protocol: null
  dist_url: null
  num_workers: 5
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