migrate batch 17/19 from lamooon/vocal-v1
Browse files- train/v8.3/config.json +49 -0
- train/v8.3/training_log.jsonl +0 -0
- train/v8.4/best.pt +3 -0
train/v8.3/config.json
ADDED
|
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"encoder": "m-a-p/MERT-v1-95M",
|
| 3 |
+
"encoder_hidden": 768,
|
| 4 |
+
"unet_channels": [
|
| 5 |
+
256,
|
| 6 |
+
512,
|
| 7 |
+
512
|
| 8 |
+
],
|
| 9 |
+
"conformer_layers": 4,
|
| 10 |
+
"conformer_heads": 8,
|
| 11 |
+
"conformer_ff_dim": 2048,
|
| 12 |
+
"conformer_conv_kernel": 31,
|
| 13 |
+
"num_pitches": 88,
|
| 14 |
+
"dropout": 0.1,
|
| 15 |
+
"sample_rate": 24000,
|
| 16 |
+
"hop_length": 240,
|
| 17 |
+
"segment_length": 10.0,
|
| 18 |
+
"epochs": 20,
|
| 19 |
+
"batch_size": 8,
|
| 20 |
+
"accumulate_grad": 2,
|
| 21 |
+
"lr": 0.001,
|
| 22 |
+
"encoder_lr": 1e-05,
|
| 23 |
+
"weight_decay": 0.01,
|
| 24 |
+
"warmup_epochs": 2,
|
| 25 |
+
"patience": 5,
|
| 26 |
+
"fp16": true,
|
| 27 |
+
"num_workers": 4,
|
| 28 |
+
"seed": 42,
|
| 29 |
+
"w_onset": 1.0,
|
| 30 |
+
"w_pitch": 1.0,
|
| 31 |
+
"w_frame": 0.5,
|
| 32 |
+
"focal_alpha": 0.85,
|
| 33 |
+
"focal_gamma": 2.0,
|
| 34 |
+
"onset_threshold": 0.5,
|
| 35 |
+
"frame_threshold": 0.35,
|
| 36 |
+
"onset_tolerance_ms": 50,
|
| 37 |
+
"pitch_tolerance_cents": 50,
|
| 38 |
+
"data_dir": "./data",
|
| 39 |
+
"output_dir": "outputs/v8.3",
|
| 40 |
+
"checkpoint": "outputs/v8.3/best.pt",
|
| 41 |
+
"eval_only": true,
|
| 42 |
+
"per_dataset": true,
|
| 43 |
+
"datasets": null,
|
| 44 |
+
"augment": false,
|
| 45 |
+
"refine": true,
|
| 46 |
+
"refine_bpm": null,
|
| 47 |
+
"refine_iter": 3,
|
| 48 |
+
"device": null
|
| 49 |
+
}
|
train/v8.3/training_log.jsonl
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
train/v8.4/best.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:72de5126bda33f0441f43072422754a938723e16acd1c4cd71add3e734d3dcb6
|
| 3 |
+
size 1525100117
|