huanz

Huanz's group workspace

Group: composer_id-ATEPP-perfmidi-sequence-CPWord-bpe0

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Tags

Notes

Author

huanz

State

Finished

Start time

March 20th, 2023 10:13:05 AM

Runtime

16m 15s

Tracked hours

16m 6s

Run path

huanz/symrep/h71z3ikq

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-ATEPP-perfmidi-sequence-fold1-testing" 7e0c86b8c3c48706312f7f33b136109d8f244962

Command

/homes/hz009/Research/SymRep/experiments/train.py experiment.fold_idx=0 experiment.grouped=1 experiment.dataset=ATEPP experiment.symrep=sequence experiment.input_format=perfmidi experiment.lr=1e-6 sequence.mid_encoding=CPWord experiment.device=0 experiment.batch_size=2 experiment.testing_only=True experiment.load_model=True

System Hardware

CPU count	40
Logical CPU count	80
GPU count	3
GPU type	Quadro RTX 6000

W&B CLI Version

0.13.10

Group

composer_id-ATEPP-perfmidi-sequence-CPWord-bpe0

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 73 keys
- cfg/dataset/ASAP/dataset_dir:
  "/homes/hz009/Research/Datasets/asap-dataset/"
- cfg/dataset/ASAP/metadata_file:
  "/homes/hz009/Research/Datasets/asap-dataset/metadata-v1.3.csv"
- cfg/dataset/ATEPP/dataset_dir:
  "/homes/hz009/Research/Datasets/ATEPP-1.1/"
- cfg/dataset/ATEPP/metadata_file:
  "/homes/hz009/Research/Datasets/ATEPP-1.1/ATEPP-metadata-1.5.csv"
- cfg/dataset/PD/dataset_dir:
  "/homes/hz009/Research/Datasets/piano_difficulty/"
- cfg/dataset/PD/metadata_file:
  "/homes/hz009/Research/Datasets/piano_difficulty/labels.csv"
- cfg/experiment/artifact_dir:
  "huanz/symrep/model-sjtwlvei:v38"
- cfg/experiment/batch_size:
  2
- cfg/experiment/checkpoint_dir:
  "checkpoints/composer_id-ATEPP-perfmidi-sequence-fold0"
- cfg/experiment/checkpoint_file:
  "checkpoints/composer_id-ATEPP-perfmidi-sequence-fold0/epoch=49-step=1850.ckpt"
- cfg/experiment/data_save_dir:
  "/import/c4dm-datasets-ext/symrep_assets/sequence/ATEPP/perfmidi"
- cfg/experiment/dataset:
  "ATEPP"
- cfg/experiment/device:
  0
- cfg/experiment/emb_dim:
  32
- cfg/experiment/epoch:
  500
- cfg/experiment/es_patience:
  60
- cfg/experiment/es_threshold:
  0.005
- cfg/experiment/exp_name:
  "composer_id-ATEPP-perfmidi-sequence-fold0"
- cfg/experiment/feat_level:
  0
- cfg/experiment/fold_idx:
  0
- cfg/experiment/group_name:
  "composer_id-ATEPP-perfmidi-sequence-CPWord-bpe0"
- cfg/experiment/grouped:
  1
- cfg/experiment/input_format:
  "perfmidi"
- cfg/experiment/load_data:
  true
- cfg/experiment/load_model:
  true
- cfg/experiment/lr:
  0.000001
- cfg/experiment/lr_gamma:
  0.998
- cfg/experiment/random_seed:
  13
- cfg/experiment/restore_training:
  false
- cfg/experiment/symrep:
  "sequence"
- cfg/experiment/task:
  "composer_id"
- cfg/experiment/testing_only:
  true
- ▶
  cfg/graph/basic_edges:[] 7 items
- cfg/graph/bi_dir:
  true
- cfg/graph/conv_type:
  "SAGEConv"
- cfg/graph/dropout:
  0
- cfg/graph/edge_agg:
  "sum"
- cfg/graph/hid_dim:
  64
- cfg/graph/homo:
  0
- cfg/graph/mid_window:
  0.03
- cfg/graph/n_layers:
  4
- cfg/graph/sage_agg:
  "lstm"
- cfg/matrix/bins:
  131
- cfg/matrix/n_channels:
  1
- ▶
  cfg/matrix/res_layers:[] 4 items
  - 0:
    1
  - 1:
    1
  - 2:
    1
  - 3:
    1
- cfg/matrix/resolution:
  800
- model_backend:
  null
- model_frontend:
  null
- ▶
  segmentation:{} 5 keys
- ▶
  sequence:{} 13 keys

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 6 keys
- epoch:
  0
- ▶
  graph_0:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_0_summary_b7a7361618770cb1bad6.graph.json"
  - sha256:
    "b7a7361618770cb1bad66cb2b293f59b7a7e9c1a0aedec59c87906cb311e76c3"
  - size:
    8,239
- test_acc:
  0.8641176223754883
- test_auroc:
  0.8951024413108826
- test_fscore:
  0.5558427572250366
- trainer/global_step:
  0

This run consumed these artifacts as inputs. Learn more

job

job-https___github.com_anusfoil_SymRep.git_experiments_train.py:v121

model

model-sjtwlvei:v38

This run produced these artifacts as outputs. Total: 1. Learn more

wandb-history

run-h71z3ikq-history:v0