| audio_path: data/voxceleb2cat_train_proc_audio_no_sil/wav.scp | |
| train_list: data/voxceleb2cat_train_proc_audio_no_sil/lists_xvec/train.scp | |
| val_list: data/voxceleb2cat_train_proc_audio_no_sil/lists_xvec/val.scp | |
| class_file: data/voxceleb2cat_train_proc_audio_no_sil/lists_xvec/class2int | |
| time_durs_file: data/voxceleb2cat_train_proc_audio_no_sil/utt2dur | |
| min_chunk_length: 4.0 | |
| max_chunk_length: 4.0 | |
| return_fullseqs: false | |
| wav_scale: 32767 | |
| batch_size: 512 | |
| var_batch_size: false | |
| iters_per_epoch: 6.0 | |
| num_egs_per_class: 1 | |
| num_egs_per_utt: 1 | |
| train_aug_cfg: conf/reverb_noise_aug.yaml | |
| val_aug_cfg: conf/reverb_noise_aug.yaml | |
| num_workers: 8 | |
| feats: fbank80_stmn_16k.yaml | |
| pool_net: | |
| pool_type: mean+stddev | |
| inner_feats: 0 | |
| num_comp: 8 | |
| dist_pow: 2 | |
| wo_bias: false | |
| num_heads: 4 | |
| d_k: 256 | |
| d_v: 256 | |
| bin_attn: false | |
| embed_dim: 256 | |
| num_embed_layers: 1 | |
| hid_act: relu6 | |
| loss_type: arc-softmax | |
| s: 30.0 | |
| margin: 0.3 | |
| margin_warmup_epochs: 20.0 | |
| num_subcenters: 2 | |
| wo_norm: false | |
| norm_after: false | |
| dropout_rate: 0.0 | |
| in_feats: 80 | |
| resnet_type: lresnet34 | |
| in_channels: 1 | |
| conv_channels: 64 | |
| base_channels: 64 | |
| in_kernel_size: 3 | |
| in_stride: 1 | |
| groups: 1 | |
| in_norm: false | |
| no_maxpool: true | |
| zero_init_residual: false | |
| se_r: 16 | |
| res2net_scale: 4 | |
| res2net_width_factor: 1 | |
| optim: | |
| opt_type: adam | |
| lr: 0.05 | |
| momentum: 0.6 | |
| beta1: 0.9 | |
| beta2: 0.95 | |
| rho: 0.9 | |
| eps: 1.0e-08 | |
| weight_decay: 1.0e-05 | |
| amsgrad: true | |
| nesterov: false | |
| lambd: 0.0001 | |
| asgd_alpha: 0.75 | |
| t0: 1000000.0 | |
| rmsprop_alpha: 0.99 | |
| centered: false | |
| lr_decay: 1.0e-06 | |
| init_acc_val: 0 | |
| max_iter: 20 | |
| lrsched: | |
| lrsch_type: exp_lr | |
| decay_rate: 0.5 | |
| decay_steps: 8000 | |
| power: 0.5 | |
| hold_steps: 40000 | |
| t: 10 | |
| t_mul: 1 | |
| gamma: 0.01 | |
| warm_restarts: false | |
| monitor: val_loss | |
| mode: min | |
| factor: 0.1 | |
| patience: 10 | |
| threshold: 0.0001 | |
| threshold_mode: rel | |
| cooldown: 0 | |
| eps: 1.0e-08 | |
| min_lr: 1.0e-05 | |
| warmup_steps: 1000 | |
| update_lr_on_opt_step: true | |
| grad_acc_steps: 1 | |
| epochs: 70 | |
| log_interval: 100 | |
| use_tensorboard: false | |
| use_wandb: false | |
| wandb: | |
| mode: online | |
| ddp_type: ddp | |
| use_amp: false | |
| cpu_offload: false | |
| grad_clip: 0 | |
| grad_clip_norm: 2 | |
| swa_start: 0 | |
| swa_lr: 0.001 | |
| swa_anneal_epochs: 10 | |
| exp_path: exp/xvector_nnets/fbank80_stmn_lresnet34_e256_arcs30m0.3_do0_adam_lr0.05_b512.v1 | |
| num_gpus: 4 | |
| node_id: 0 | |
| num_nodes: 1 | |
| master_addr: localhost | |
| master_port: '1234' | |
| seed: 1123581321 | |
| resume: false | |
| verbose: 1 | |