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test.yaml
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test.yaml
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# Environment settings
show_progress: True
gpu_id: 2
seed: 2022
use_gpu: True
state: INFO
reproducibility: True
data_path: 'dataset'
checkpoint_dir: 'saved/saved_PFCN_PMF'
dataset: ml-1M
save_dataset: False
save_dataloaders: False
# Data settings
item_inter_num_interval: "[1,inf)"
user_inter_num_interval: "[1,inf)"
load_col:
inter: [user_id,item_id,rating]
user: [user_id,gender]
item: [item_id]
# model config
model: PFCN_PMF
# training settings
epochs: 1000
train_batch_size: 2048
learner: adam
learning_rate: 0.0001
eval_step: 1
stopping_step: 10
neg_sampling:
uniform: 1
weight_decay: 0.00001
# evalution settings
eval_args:
split: {'RS':[0.8,0.1,0.1]}
group_by: user
order: RO
mode: uni100
metrics: ["NDCG","Recall","Hit","MRR","DifferentialFairness","GiniIndex","PopularityPercentage",
"ValueUnfairness","AbsoluteUnfairness","UnderUnfairness","OverUnfairness","NonParityUnfairness"]
valid_metric: NDCG@5
topk: [5]
popularity_ratio: 0.1
eval_batch_size: 4096
loss_decimal_place: 4
metric_decimal_place: 4