initial commit. upload the checkpoint

README.md

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ec45110fae2360314ad79790db161df271673d3e62ed5b0371b50ebfdf9d2aa3
+size 923

experiments/20240409-010040/.hydra/config.yaml

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+random_seed: 0
+batch_size: 64
+num_workers: 8
+dim: 512
+depth: 4
+heads: 8
+max_len: 1024
+rate: 0
+masking: 0.8
+replace: 0.1
+loss_weights:
+- 0.3
+- 1
+lr: 0.0001
+epochs: 100
+warm_up: 10000
+total_steps: 250000
+temp: 0.1
+gpus:
+- 0
+- 1
+mode:
+- BERT-aug
+- BERT-neighbor
+pin_memory: false
+folder_path: ../data/lmd_filt_octuple_reduced/
+debug: false
+split_path: lakh_split_files_reduced.pkl
+pretrained_path: null
+masking_strategy:
+- element
+- compound
+- bar
+val_check_interval: 0.25
+checkpoint_folder: null
+checkpoint_file: null
+cache_path: dataset_cache_reduced/dataset_cache.pkl
+run_mode: train
+resume: false
+use_reduced_vocab: true

experiments/20240409-010040/.hydra/hydra.yaml

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+hydra:
+  run:
+    dir: experiments/${now:%Y%m%d}-${now:%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: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task: []
+  job:
+    name: train
+    chdir: null
+    override_dirname: ''
+    id: ???
+    num: ???
+    config_name: aws_config_reduced
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /home/jech/ismir2024-musicbert
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /home/jech/ismir2024-musicbert/yamls
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /home/jech/ismir2024-musicbert/experiments/20240409-010040
+    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

experiments/20240409-010040/.hydra/overrides.yaml

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+[]

experiments/20240409-010040/checkpoints/last.ckpt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:2db7ac1b23bf67e229e8de05fe5288b7181e2dcfda784cce150e9b018ca1781b
+size 200109526