Upload 3 files
Browse files- config.yaml +84 -0
- model_steps_64000_simplified.ckpt +3 -0
- rmvpe.pt +3 -0
config.yaml
ADDED
@@ -0,0 +1,84 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
accumulate_grad_batches: 1
|
2 |
+
audio_sample_rate: 44100
|
3 |
+
binarization_args:
|
4 |
+
num_workers: 0
|
5 |
+
shuffle: true
|
6 |
+
binarizer_cls: preprocessing.MIDIExtractionBinarizer
|
7 |
+
binary_data_dir: data/some_ds_fixmel_spk3_aug8/binary
|
8 |
+
clip_grad_norm: 1
|
9 |
+
dataloader_prefetch_factor: 2
|
10 |
+
ddp_backend: nccl
|
11 |
+
ds_workers: 4
|
12 |
+
finetune_ckpt_path: null
|
13 |
+
finetune_enabled: false
|
14 |
+
finetune_ignored_params: []
|
15 |
+
finetune_strict_shapes: true
|
16 |
+
fmax: 8000
|
17 |
+
fmin: 40
|
18 |
+
freezing_enabled: false
|
19 |
+
frozen_params: []
|
20 |
+
hop_size: 512
|
21 |
+
log_interval: 100
|
22 |
+
lr_scheduler_args:
|
23 |
+
min_lr: 1.0e-05
|
24 |
+
scheduler_cls: lr_scheduler.scheduler.WarmupLR
|
25 |
+
warmup_steps: 5000
|
26 |
+
max_batch_frames: 80000
|
27 |
+
max_batch_size: 8
|
28 |
+
max_updates: 10000000
|
29 |
+
max_val_batch_frames: 10000
|
30 |
+
max_val_batch_size: 1
|
31 |
+
midi_extractor_args:
|
32 |
+
attention_drop: 0.1
|
33 |
+
attention_heads: 8
|
34 |
+
attention_heads_dim: 64
|
35 |
+
conv_drop: 0.1
|
36 |
+
dim: 512
|
37 |
+
ffn_latent_drop: 0.1
|
38 |
+
ffn_out_drop: 0.1
|
39 |
+
kernel_size: 31
|
40 |
+
lay: 8
|
41 |
+
use_lay_skip: true
|
42 |
+
midi_max: 128
|
43 |
+
midi_min: 0
|
44 |
+
midi_num_bins: 256
|
45 |
+
midi_prob_deviation: 0.5
|
46 |
+
midi_shift_proportion: 0.0
|
47 |
+
midi_shift_range:
|
48 |
+
- -6
|
49 |
+
- 6
|
50 |
+
model_cls: modules.model.Gmidi_conform.midi_conforms
|
51 |
+
num_ckpt_keep: 5
|
52 |
+
num_sanity_val_steps: 1
|
53 |
+
num_valid_plots: 300
|
54 |
+
optimizer_args:
|
55 |
+
beta1: 0.9
|
56 |
+
beta2: 0.98
|
57 |
+
lr: 0.0001
|
58 |
+
optimizer_cls: torch.optim.AdamW
|
59 |
+
weight_decay: 0
|
60 |
+
pe: rmvpe
|
61 |
+
pe_ckpt: tools/SOME_weights/rmvpe.pt
|
62 |
+
permanent_ckpt_interval: 40000
|
63 |
+
permanent_ckpt_start: 200000
|
64 |
+
pl_trainer_accelerator: auto
|
65 |
+
pl_trainer_devices: auto
|
66 |
+
pl_trainer_num_nodes: 1
|
67 |
+
pl_trainer_precision: 32-true
|
68 |
+
pl_trainer_strategy: auto
|
69 |
+
raw_data_dir: []
|
70 |
+
rest_threshold: 0.1
|
71 |
+
sampler_frame_count_grid: 6
|
72 |
+
seed: 114514
|
73 |
+
sort_by_len: true
|
74 |
+
task_cls: training.MIDIExtractionTask
|
75 |
+
test_prefixes: null
|
76 |
+
train_set_name: train
|
77 |
+
units_dim: 80
|
78 |
+
units_encoder: mel
|
79 |
+
units_encoder_ckpt: pretrained/contentvec/checkpoint_best_legacy_500.pt
|
80 |
+
use_buond_loss: true
|
81 |
+
use_midi_loss: true
|
82 |
+
val_check_interval: 4000
|
83 |
+
valid_set_name: valid
|
84 |
+
win_size: 2048
|
model_steps_64000_simplified.ckpt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3a246c7063ec2856097004dcefa2093a8b6ccff7a6cde1cd49e8f3f227ede50e
|
3 |
+
size 471060793
|
rmvpe.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:19dc1809cf4cdb0a18db93441816bc327e14e5644b72eeaae5220560c6736fe2
|
3 |
+
size 368492925
|