data_type: shard
dataloader_args:
  batch_size: 128
  drop_last: true
  num_workers: 16
  pin_memory: false
  prefetch_factor: 8
dataset_args:
  aug_prob: 0.6
  fbank_args:
    dither: 1.0
    frame_length: 25
    frame_shift: 10
    num_mel_bins: 80
  filter: true
  filter_args:
    max_num_frames: 800
    min_num_frames: 100
  num_frms: 200
  resample_rate: 16000
  sample_num_per_epoch: 0
  shuffle: true
  shuffle_args:
    shuffle_size: 2500
  spec_aug: false
  spec_aug_args:
    max_f: 8
    max_t: 10
    num_f_mask: 1
    num_t_mask: 1
    prob: 0.6
  speed_perturb: true
enable_amp: false
exp_dir: exp/samresnet34/
gpus:
- 0
- 1
log_batch_interval: 100
loss: CrossEntropyLoss
loss_args: {}
margin_scheduler: MarginScheduler
margin_update:
  epoch_iter: 4265
  final_margin: 0.2
  fix_start_epoch: 40
  increase_start_epoch: 20
  increase_type: exp
  initial_margin: 0.0
  update_margin: true
model: SimAM_ResNet34_ASP
model_args:
  embed_dim: 256