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huanz
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symrep
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composer_id-ASAP-perfmidi-sequence-REMI-bpe4
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composer_id-ASAP-perfmidi-sequence-REMI-bpe4

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composer_id-ASAP-perfmidi-sequence-fold7

Notes
Author
huanz
State
Finished
Start time
March 8th, 2023 10:02:35 AM
Runtime
1h 48m 18s
Tracked hours
1h 48m 10s
Run path
huanz/symrep/h5ovmnk0
OS
Linux-3.10.0-1160.11.1.el7.x86_64-x86_64-with-glibc2.17
Python version
3.9.7
Git repository
git clone https://github.com/anusfoil/SymRep.git
Git state
git checkout -b "composer_id-ASAP-perfmidi-sequence-fold7" 144f4e334be3f9d2702df061feb6415c5f4a7011
Command
/homes/hz009/Research/SymRep/experiments/train.py experiment.fold_idx=7 experiment.grouped=1 experiment.dataset=ASAP experiment.symrep=sequence experiment.lr=1e-5 sequence.mid_encoding=REMI experiment.device=[2] experiment.batch_size=4 sequence.BPE=4 sequence.max_seq_len=1000
System Hardware
CPU count40
Logical CPU count 80
GPU count3
GPU typeQuadro RTX 6000
W&B CLI Version
0.13.10
Group
composer_id-ASAP-perfmidi-sequence-REMI-bpe4
Config

Config parameters are your model's inputs. Learn more

  • ▶
    {} 69 keys
    • "/homes/hz009/Research/Datasets/asap-dataset/"
    • "/homes/hz009/Research/Datasets/asap-dataset/metadata-v1.3.csv"
    • "/homes/hz009/Research/Datasets/ATEPP-1.1/"
    • "/homes/hz009/Research/Datasets/ATEPP-1.1/ATEPP-metadata-1.5.csv"
    • "/homes/hz009/Research/Datasets/piano_difficulty/"
    • "/homes/hz009/Research/Datasets/piano_difficulty/labels.csv"
    • "huanz/symrep/model-g77vev0k:v19"
    • 4
    • "checkpoints/composer_id-ASAP-perfmidi-sequence-fold7"
    • "checkpoints/composer_id-ASAP-perfmidi-sequence-fold7/epoch=49-step=1850.ckpt"
    • "/import/c4dm-datasets-ext/symrep_assets/sequence/ASAP/perfmidi"
    • "ASAP"
    • ▶
      [] 1 item
      • 2
    • 32
    • 300
    • 60
    • 0.005
    • "composer_id-ASAP-perfmidi-sequence-fold7"
    • 0
    • 7
    • "composer_id-ASAP-perfmidi-sequence-REMI-bpe4"
    • 1
    • "perfmidi"
    • true
    • false
    • 0.00001
    • 0.99
    • 13
    • false
    • "sequence"
    • "composer_id"
    • ▶
      [] 7 items
      • true
      • "SAGEConv"
      • 256
      • 0
      • 0.03
      • 2
      • 131
      • 2
      • ▶
        [] 4 items
        • 1
        • 1
        • 1
        • 1
      • 600
      • "fix_time-(4|300|60|180)-600-0"
      • 180
      • 4
      • 300
        • ▶
        ▶
        46 ... 64
      • null
      • null
      • ▶
        {} 5 keys
        • ▶
          {} 13 keys
        Summary

        Summary metrics are your model's outputs. Learn more

        • ▶
          {} 19 keys
          • 128
          • ▶
            {} 4 keys
            • "graph-file"
            • "media/graph/graph_0_summary_4e6c73de750c0dab9aaf.graph.json"
            • "4e6c73de750c0dab9aaf253b6c8c34ec54ee5d28cf3daa9515e8a2d801b2904c"
            • 7,282
          • 0.00000279042088585059
          • 0.7943925261497498
          • 0.8838494420051575
          • 0.5510386228561401
          • 0.9544591903686525
          • 1
          • 0.9058770537376404
          • 0.27272728085517883
          • 0.8234895467758179
          • 0.27272728085517883
          • 0.19049611687660217
          • 0.07128147780895233
          • 16,896
          • 0.8399999737739563
          • 0.8713490962982178
          • 0.5270646810531616
          • 0.5715340375900269
        Artifact Inputs

        This run consumed these artifacts as inputs. Learn more

        1-1
        of 1
        Type
        Name
        Consumer count
        job
        job-https___github.com_anusfoil_SymRep.git_experiments_train.py:v82
        4
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        Artifact Outputs

        This run produced these artifacts as outputs. Total: 2. Learn more

        1-2
        of 2
        Type
        Name
        Consumer count
        model
        model-h5ovmnk0:v15
        0
        wandb-history
        run-h5ovmnk0-history:v0
        0
        Loading...