123 lines
2.2 KiB
YAML
Executable File
123 lines
2.2 KiB
YAML
Executable File
dataset:
|
|
training: [
|
|
# "./training/valle/data/LibriTTS/994/",
|
|
]
|
|
|
|
validation: [
|
|
# "./training/valle/data/Validation/1188/",
|
|
]
|
|
noise: [
|
|
# "./training/valle/data/Other/noise/",
|
|
]
|
|
|
|
speaker_name_getter: "lambda p: f'{p.parts[-3]}_{p.parts[-2]}'"
|
|
|
|
use_hdf5: True
|
|
hdf5_flag: r
|
|
validate: True
|
|
|
|
workers: 4
|
|
cache: True
|
|
|
|
phones_range: [4, 512]
|
|
duration_range: [1.0, 16.0]
|
|
|
|
random_utterance: 1.0
|
|
max_prompts: 3
|
|
prompt_duration: 3.0
|
|
|
|
sample_type: speaker
|
|
|
|
tasks_list: ["tts"] # ["tts", "ns", "sr", "tse", "cse", "nse"]
|
|
|
|
models:
|
|
_max_levels: 8
|
|
_models:
|
|
- name: "ar"
|
|
size: "full"
|
|
resp_levels: 1
|
|
prom_levels: 2
|
|
tasks: 8
|
|
arch_type: "retnet"
|
|
|
|
- name: "nar"
|
|
size: "full"
|
|
resp_levels: 1
|
|
prom_levels: 2
|
|
tasks: 8
|
|
arch_type: "retnet"
|
|
|
|
|
|
hyperparameters:
|
|
batch_size: 16
|
|
gradient_accumulation_steps: 4
|
|
gradient_clipping: 100
|
|
|
|
optimizer: AdamW
|
|
learning_rate: 1.0e-4
|
|
|
|
scheduler_type: ""
|
|
#scheduler_type: OneCycle
|
|
#scheduler_params:
|
|
# cycle_first_step_size: 10_000
|
|
# cycle_first_stair_count: 10_000
|
|
|
|
# cycle_second_step_size: 15_000
|
|
# cycle_second_stair_count: 15_000
|
|
|
|
# decay_step_size: 5_000
|
|
|
|
# cycle_min_lr: 2.5e-4 # 1.0e-5
|
|
# cycle_max_lr: 2.5e-4 # 1.0e-4
|
|
# decay_lr_rate: 0.0
|
|
|
|
# cycle_min_mom: 0.90
|
|
# cycle_max_mom: 0.99
|
|
# decay_mom_rate: 0.0
|
|
|
|
evaluation:
|
|
batch_size: 16
|
|
frequency: 500
|
|
size: 16
|
|
|
|
steps: 300
|
|
ar_temperature: 0.95
|
|
nar_temperature: 0.25
|
|
|
|
trainer:
|
|
iterations: 1_000_000
|
|
|
|
save_tag: step
|
|
save_on_oom: True
|
|
save_on_quit: True
|
|
save_frequency: 1000
|
|
|
|
keep_last_checkpoints: 4
|
|
|
|
aggressive_optimizations: False
|
|
|
|
#load_state_dict: True
|
|
#strict_loading: False
|
|
#load_tag: "9500"
|
|
#load_states: False
|
|
#restart_step_count: True
|
|
|
|
gc_mode: None # "global_step"
|
|
|
|
weight_dtype: bfloat16
|
|
|
|
backend: deepspeed
|
|
deepspeed:
|
|
zero_optimization_level: 0
|
|
use_compression_training: True
|
|
|
|
inference:
|
|
use_vocos: True
|
|
normalize: False # do NOT change this unless you know exactly what you are doing.
|
|
|
|
bitsandbytes:
|
|
enabled: False
|
|
injects: True
|
|
linear: True
|
|
embedding: True
|