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.hydra/config.yaml

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+experiment: tfno-h1
+device: cuda:1
+seed: 42
+model: CarstenNO
+model_config:
+  n_modes:
+  - 24
+  - 24
+  in_channels: 1
+  out_channels: 2
+  hidden_channels: 32
+  lifting_channels: 32
+  projection_channels: 32
+  rank: 0.5
+  norm: batch_norm
+  n_layers: 10
+  domain_padding: 0.015625
+  domain_padding_mode: symmetric
+  factorization: tucker
+  implementation: factorized
+n_epochs: 101
+loss: h1
+loss_config:
+  reductions: mean
+eval_losses:
+- l2
+- h1
+- grating_l2
+- substrate_l2
+- superstrate_l2
+optim: AdamW
+optim_config:
+  lr: 0.001
+  weight_decay: 1.0e-06
+save_interval: 50
+log_test_interval: 5
+scheduler: OneCycleLR
+scheduler_config:
+  max_lr: 0.01
+  total_steps: ${n_epochs}
+  base_momentum: 0.85
+  max_momentum: 0.95
+data: 1000-50-4

.hydra/hydra.yaml

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+hydra:
+  run:
+    dir: ./runs/${experiment}-${seed}-${data}-${now:%m%d-%H%M%S}
+  sweep:
+    dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: MULTIRUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=MULTIRUN
+    task:
+    - data=1000-50-4
+    - device=cuda\:1
+  job:
+    name: main
+    chdir: null
+    override_dirname: data=1000-50-4,device=cuda\:1
+    id: '3'
+    num: 3
+    config_name: carsten-h1.yaml
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.0
+    version_base: '1.1'
+    cwd: /home/anthony/EM-neuraloperator
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /home/anthony/EM-neuraloperator
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /home/anthony/EM-neuraloperator/multirun/2024-04-04/10-57-05/3
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

.hydra/overrides.yaml

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+- data=1000-50-4
+- device=cuda\:1

1000-50-4-test-ds.pt

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+oid sha256:b6af5e3ab6f16b47e72cd86bf23bc285e82e38cce505ad0446276f6587638f6b
+size 1572865251

1000-50-4-train-ds.pt

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+oid sha256:a07c8fa34a53ac5991032c9374c8495aa63098481bd75701e197dadf3887f976
+size 6291457275

model-final.pt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:28a16719fdfd00c120f3efab32f0849625f4faf17829002015754d6a2865beb8
+size 13116272