init inpainting
Browse files- inpainting_big/config.yaml +67 -0
- inpainting_big/last.ckpt +3 -0
inpainting_big/config.yaml
ADDED
|
@@ -0,0 +1,67 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
model:
|
| 2 |
+
base_learning_rate: 1.0e-06
|
| 3 |
+
target: ldm.models.diffusion.ddpm.LatentDiffusion
|
| 4 |
+
params:
|
| 5 |
+
linear_start: 0.0015
|
| 6 |
+
linear_end: 0.0205
|
| 7 |
+
log_every_t: 100
|
| 8 |
+
timesteps: 1000
|
| 9 |
+
loss_type: l1
|
| 10 |
+
first_stage_key: image
|
| 11 |
+
cond_stage_key: masked_image
|
| 12 |
+
image_size: 64
|
| 13 |
+
channels: 3
|
| 14 |
+
concat_mode: true
|
| 15 |
+
monitor: val/loss
|
| 16 |
+
scheduler_config:
|
| 17 |
+
target: ldm.lr_scheduler.LambdaWarmUpCosineScheduler
|
| 18 |
+
params:
|
| 19 |
+
verbosity_interval: 0
|
| 20 |
+
warm_up_steps: 1000
|
| 21 |
+
max_decay_steps: 50000
|
| 22 |
+
lr_start: 0.001
|
| 23 |
+
lr_max: 0.1
|
| 24 |
+
lr_min: 0.0001
|
| 25 |
+
unet_config:
|
| 26 |
+
target: ldm.modules.diffusionmodules.openaimodel.UNetModel
|
| 27 |
+
params:
|
| 28 |
+
image_size: 64
|
| 29 |
+
in_channels: 7
|
| 30 |
+
out_channels: 3
|
| 31 |
+
model_channels: 256
|
| 32 |
+
attention_resolutions:
|
| 33 |
+
- 8
|
| 34 |
+
- 4
|
| 35 |
+
- 2
|
| 36 |
+
num_res_blocks: 2
|
| 37 |
+
channel_mult:
|
| 38 |
+
- 1
|
| 39 |
+
- 2
|
| 40 |
+
- 3
|
| 41 |
+
- 4
|
| 42 |
+
num_heads: 8
|
| 43 |
+
resblock_updown: true
|
| 44 |
+
first_stage_config:
|
| 45 |
+
target: ldm.models.autoencoder.VQModelInterface
|
| 46 |
+
params:
|
| 47 |
+
embed_dim: 3
|
| 48 |
+
n_embed: 8192
|
| 49 |
+
monitor: val/rec_loss
|
| 50 |
+
ddconfig:
|
| 51 |
+
attn_type: none
|
| 52 |
+
double_z: false
|
| 53 |
+
z_channels: 3
|
| 54 |
+
resolution: 256
|
| 55 |
+
in_channels: 3
|
| 56 |
+
out_ch: 3
|
| 57 |
+
ch: 128
|
| 58 |
+
ch_mult:
|
| 59 |
+
- 1
|
| 60 |
+
- 2
|
| 61 |
+
- 4
|
| 62 |
+
num_res_blocks: 2
|
| 63 |
+
attn_resolutions: []
|
| 64 |
+
dropout: 0.0
|
| 65 |
+
lossconfig:
|
| 66 |
+
target: ldm.modules.losses.contperceptual.DummyLoss
|
| 67 |
+
cond_stage_config: __is_first_stage__
|
inpainting_big/last.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6ec79e83b90594096f0bff19efb21e1da5ff62ffbd0291a6b3057fce3213ba3a
|
| 3 |
+
size 3311259854
|