Upload 256T_NC=262144.yaml
Browse files- 256T_NC=262144.yaml +42 -0
256T_NC=262144.yaml
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
workspace: /path/to/workspace
|
| 2 |
+
name: 256T_NC=262144
|
| 3 |
+
log_path: ${workspace}/outputs/${name}
|
| 4 |
+
world_size: 1
|
| 5 |
+
seed: 42
|
| 6 |
+
|
| 7 |
+
data:
|
| 8 |
+
train_data_path: /path/to/converted_imagenet_train
|
| 9 |
+
val_data_path: /path/to/converted_imagenet_val
|
| 10 |
+
batch_size: 128
|
| 11 |
+
world_size: ${world_size}
|
| 12 |
+
|
| 13 |
+
model:
|
| 14 |
+
vae_path: ${workspace}/ckpt/dc_ae
|
| 15 |
+
log_path: ${log_path}
|
| 16 |
+
input_data_size: [32, 8, 8]
|
| 17 |
+
quantizer:
|
| 18 |
+
TYPE: vq
|
| 19 |
+
num_code: 262144
|
| 20 |
+
num_group: 256
|
| 21 |
+
tokens_per_data: 256
|
| 22 |
+
decoder:
|
| 23 |
+
TYPE: dc_ae
|
| 24 |
+
in_channels: 32
|
| 25 |
+
latent_channels: 32
|
| 26 |
+
attention_head_dim: 32
|
| 27 |
+
block_type: [EfficientViTBlock]
|
| 28 |
+
block_out_channels: [512]
|
| 29 |
+
layers_per_block: [4]
|
| 30 |
+
qkv_multiscales: [[5]]
|
| 31 |
+
norm_type: rms_norm
|
| 32 |
+
act_fn: silu
|
| 33 |
+
upsample_block_type: interpolate
|
| 34 |
+
|
| 35 |
+
train:
|
| 36 |
+
log_path: ${log_path}
|
| 37 |
+
batch_size: ${data.batch_size}
|
| 38 |
+
world_size: ${world_size}
|
| 39 |
+
num_epochs: 100
|
| 40 |
+
lr: 0.01
|
| 41 |
+
visualize_interval: 1
|
| 42 |
+
image_log_path: ${log_path}/images
|