Instructions to use Miayan/project with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Miayan/project with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Miayan/project", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
Add checkpoint for train_ex6_10
Browse files- train_ex6_10/checkpoint-65000/controlnet/config.json +56 -0
- train_ex6_10/checkpoint-65000/controlnet/diffusion_pytorch_model.safetensors +3 -0
- train_ex6_10/checkpoint-65000/custom_encoder/config.json +8 -0
- train_ex6_10/checkpoint-65000/custom_encoder/diffusion_pytorch_model.safetensors +3 -0
- train_ex6_10/checkpoint-65000/custom_unet.pth +3 -0
- train_ex6_10/checkpoint-65000/custom_unet/config.json +73 -0
- train_ex6_10/checkpoint-65000/custom_unet/diffusion_pytorch_model.bin +3 -0
- train_ex6_10/checkpoint-65000/optimizer.bin +3 -0
- train_ex6_10/checkpoint-65000/random_states_0.pkl +3 -0
- train_ex6_10/checkpoint-65000/scheduler.bin +3 -0
- train_ex6_10/config.yaml +105 -0
train_ex6_10/checkpoint-65000/controlnet/config.json
ADDED
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{
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"_class_name": "ControlNetModel",
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+
"_diffusers_version": "0.33.1",
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| 4 |
+
"act_fn": "silu",
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| 5 |
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"addition_embed_type": null,
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| 6 |
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"addition_embed_type_num_heads": 64,
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| 7 |
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"addition_time_embed_dim": null,
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"attention_head_dim": [
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5,
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10,
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20,
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20
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],
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"block_out_channels": [
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320,
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640,
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1280,
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1280
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],
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"class_embed_type": null,
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"conditioning_channels": 6,
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"conditioning_embedding_out_channels": [
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16,
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32,
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96,
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256
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],
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"controlnet_conditioning_channel_order": "rgb",
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| 29 |
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"cross_attention_dim": 1024,
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| 30 |
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"down_block_types": [
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| 31 |
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"CrossAttnDownBlock2D",
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"CrossAttnDownBlock2D",
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"CrossAttnDownBlock2D",
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"DownBlock2D"
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],
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| 36 |
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"downsample_padding": 1,
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| 37 |
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"encoder_hid_dim": null,
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| 38 |
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"encoder_hid_dim_type": null,
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| 39 |
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"flip_sin_to_cos": true,
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"freq_shift": 0,
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"global_pool_conditions": false,
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| 42 |
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"in_channels": 4,
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"layers_per_block": 2,
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| 44 |
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"mid_block_scale_factor": 1,
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| 45 |
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"mid_block_type": "UNetMidBlock2DCrossAttn",
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"norm_eps": 1e-05,
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| 47 |
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"norm_num_groups": 32,
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| 48 |
+
"num_attention_heads": null,
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| 49 |
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"num_class_embeds": null,
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| 50 |
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"only_cross_attention": false,
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| 51 |
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"projection_class_embeddings_input_dim": null,
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| 52 |
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"resnet_time_scale_shift": "default",
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| 53 |
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"transformer_layers_per_block": 1,
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"upcast_attention": true,
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| 55 |
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"use_linear_projection": true
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}
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train_ex6_10/checkpoint-65000/controlnet/diffusion_pytorch_model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:e2f80685029d423ab771dacdf090c130094d92f32f8ef1ad157fe89d6a4cce96
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+
size 1461729992
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train_ex6_10/checkpoint-65000/custom_encoder/config.json
ADDED
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{
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"Bc": 4,
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"Bi": 4,
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"K": 4,
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"_class_name": "CustomEncoder",
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"_diffusers_version": "0.33.1",
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"cross_dim": 1024
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}
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train_ex6_10/checkpoint-65000/custom_encoder/diffusion_pytorch_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:2b32f57800d396749945f5d0c7c5c1ef4edc006d2508edcae8dd9a2d20bcd5fa
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+
size 4531800
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train_ex6_10/checkpoint-65000/custom_unet.pth
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version https://git-lfs.github.com/spec/v1
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size 3463973299
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train_ex6_10/checkpoint-65000/custom_unet/config.json
ADDED
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{
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"_class_name": "UNet2DConditionModel",
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"_diffusers_version": "0.33.1",
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| 4 |
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"_name_or_path": "/mnt/HDD3/miayan/paper/envs/huggingface_cache/models--stabilityai--stable-diffusion-2-1/snapshots/5cae40e6a2745ae2b01ad92ae5043f95f23644d6",
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"act_fn": "silu",
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"addition_embed_type": null,
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"addition_embed_type_num_heads": 64,
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"addition_time_embed_dim": null,
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"attention_head_dim": [
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5,
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+
10,
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20,
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20
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],
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| 15 |
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"attention_type": "default",
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| 16 |
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"block_out_channels": [
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320,
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| 18 |
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640,
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| 19 |
+
1280,
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| 20 |
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1280
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| 21 |
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],
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| 22 |
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"center_input_sample": false,
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| 23 |
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"class_embed_type": null,
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| 24 |
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"class_embeddings_concat": false,
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| 25 |
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"conv_in_kernel": 3,
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| 26 |
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"conv_out_kernel": 3,
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| 27 |
+
"cross_attention_dim": 1024,
|
| 28 |
+
"cross_attention_norm": null,
|
| 29 |
+
"down_block_types": [
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| 30 |
+
"CrossAttnDownBlock2D",
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| 31 |
+
"CrossAttnDownBlock2D",
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| 32 |
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"CrossAttnDownBlock2D",
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| 33 |
+
"DownBlock2D"
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| 34 |
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],
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| 35 |
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"downsample_padding": 1,
|
| 36 |
+
"dropout": 0.0,
|
| 37 |
+
"dual_cross_attention": false,
|
| 38 |
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"encoder_hid_dim": null,
|
| 39 |
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"encoder_hid_dim_type": null,
|
| 40 |
+
"flip_sin_to_cos": true,
|
| 41 |
+
"freq_shift": 0,
|
| 42 |
+
"in_channels": 8,
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| 43 |
+
"layers_per_block": 2,
|
| 44 |
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"mid_block_only_cross_attention": null,
|
| 45 |
+
"mid_block_scale_factor": 1,
|
| 46 |
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"mid_block_type": "UNetMidBlock2DCrossAttn",
|
| 47 |
+
"norm_eps": 1e-05,
|
| 48 |
+
"norm_num_groups": 32,
|
| 49 |
+
"num_attention_heads": null,
|
| 50 |
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"num_class_embeds": null,
|
| 51 |
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"only_cross_attention": false,
|
| 52 |
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"out_channels": 4,
|
| 53 |
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"projection_class_embeddings_input_dim": null,
|
| 54 |
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"resnet_out_scale_factor": 1.0,
|
| 55 |
+
"resnet_skip_time_act": false,
|
| 56 |
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"resnet_time_scale_shift": "default",
|
| 57 |
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"reverse_transformer_layers_per_block": null,
|
| 58 |
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"sample_size": 96,
|
| 59 |
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"time_cond_proj_dim": null,
|
| 60 |
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"time_embedding_act_fn": null,
|
| 61 |
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"time_embedding_dim": null,
|
| 62 |
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"time_embedding_type": "positional",
|
| 63 |
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"timestep_post_act": null,
|
| 64 |
+
"transformer_layers_per_block": 1,
|
| 65 |
+
"up_block_types": [
|
| 66 |
+
"UpBlock2D",
|
| 67 |
+
"CrossAttnUpBlock2D",
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| 68 |
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"CrossAttnUpBlock2D",
|
| 69 |
+
"CrossAttnUpBlock2D"
|
| 70 |
+
],
|
| 71 |
+
"upcast_attention": true,
|
| 72 |
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"use_linear_projection": true
|
| 73 |
+
}
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train_ex6_10/checkpoint-65000/custom_unet/diffusion_pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:5a83e718a4b2c45fb5535292d188bc9660ea726bef3aceb22cc36611d016f1a7
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| 3 |
+
size 3463934051
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train_ex6_10/checkpoint-65000/optimizer.bin
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 5573559453
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train_ex6_10/checkpoint-65000/random_states_0.pkl
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version https://git-lfs.github.com/spec/v1
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size 14757
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train_ex6_10/checkpoint-65000/scheduler.bin
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version https://git-lfs.github.com/spec/v1
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size 1401
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train_ex6_10/config.yaml
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experiment:
|
| 2 |
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project_name: train_controlnet_ex5
|
| 3 |
+
output_dir: train_ex6_10
|
| 4 |
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logging_dir: logs
|
| 5 |
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report_to: tensorboard
|
| 6 |
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model:
|
| 7 |
+
pretrained_model_name_or_path: /mnt/HDD3/miayan/paper/envs/huggingface_cache/models--stabilityai--stable-diffusion-2-1/snapshots/5cae40e6a2745ae2b01ad92ae5043f95f23644d6
|
| 8 |
+
revision: null
|
| 9 |
+
variant: null
|
| 10 |
+
tokenizer_name: null
|
| 11 |
+
hf_repo_id: Miayan/project
|
| 12 |
+
hf_version: null
|
| 13 |
+
pretrain_unet_path: scribblelight_controlnet/checkpoint-10000
|
| 14 |
+
resume_from_checkpoint: latest
|
| 15 |
+
light_encoder:
|
| 16 |
+
cross_dim: 768
|
| 17 |
+
K: 4
|
| 18 |
+
Bi: 4
|
| 19 |
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Bc: 4
|
| 20 |
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data:
|
| 21 |
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dataset_path: /mnt/HDD3/miayan/paper/relighting_datasets/
|
| 22 |
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data_hf_repo_id: Miayan/physical-relighting-dataset
|
| 23 |
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data_split: test
|
| 24 |
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resolution: 256
|
| 25 |
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dataloader_num_workers: 4
|
| 26 |
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condition_mode: lightmap_normal
|
| 27 |
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colors:
|
| 28 |
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- - 255
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| 29 |
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- 255
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| 30 |
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- 255
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- - 255
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| 32 |
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- 0
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| 33 |
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- 0
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| 34 |
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- - 0
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| 35 |
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- 255
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| 36 |
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- 0
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| 37 |
+
- - 0
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| 38 |
+
- 0
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| 39 |
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- 255
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| 40 |
+
- - 255
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| 41 |
+
- 255
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| 42 |
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- 0
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| 43 |
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- - 255
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| 44 |
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- 165
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| 45 |
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- 0
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| 46 |
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- - 128
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| 47 |
+
- 0
|
| 48 |
+
- 128
|
| 49 |
+
- - 255
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| 50 |
+
- 192
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| 51 |
+
- 203
|
| 52 |
+
- - 0
|
| 53 |
+
- 255
|
| 54 |
+
- 255
|
| 55 |
+
- - 255
|
| 56 |
+
- 0
|
| 57 |
+
- 255
|
| 58 |
+
intensities:
|
| 59 |
+
- 0.0
|
| 60 |
+
- 0.1
|
| 61 |
+
- 0.2
|
| 62 |
+
- 0.4
|
| 63 |
+
- 0.7
|
| 64 |
+
- 1.0
|
| 65 |
+
training:
|
| 66 |
+
batch_size: 1
|
| 67 |
+
num_epochs: 20
|
| 68 |
+
max_train_steps: null
|
| 69 |
+
max_train_samples: null
|
| 70 |
+
seed: 42
|
| 71 |
+
mixed_precision: fp16
|
| 72 |
+
allow_tf32: true
|
| 73 |
+
gradient_accumulation_steps: 1
|
| 74 |
+
checkpointing_steps: 5000
|
| 75 |
+
checkpoints_total_limit: 5
|
| 76 |
+
learning_rate: 5.0e-06
|
| 77 |
+
scale_lr: false
|
| 78 |
+
lr_scheduler: constant
|
| 79 |
+
lr_warmup_steps: 500
|
| 80 |
+
adam_beta1: 0.9
|
| 81 |
+
adam_beta2: 0.999
|
| 82 |
+
adam_weight_decay: 0.01
|
| 83 |
+
adam_epsilon: 1.0e-08
|
| 84 |
+
max_grad_norm: 1.0
|
| 85 |
+
use_8bit_adam: false
|
| 86 |
+
set_grads_to_none: false
|
| 87 |
+
losses:
|
| 88 |
+
phys_loss:
|
| 89 |
+
enabled: true
|
| 90 |
+
weight: 1.0
|
| 91 |
+
latent_loss:
|
| 92 |
+
enabled: true
|
| 93 |
+
weight: 1.0
|
| 94 |
+
image_loss:
|
| 95 |
+
enabled: true
|
| 96 |
+
weight: 1.0
|
| 97 |
+
area_loss:
|
| 98 |
+
enabled: false
|
| 99 |
+
weight: 10.0
|
| 100 |
+
intensity_loss:
|
| 101 |
+
enabled: false
|
| 102 |
+
weight: 1.0
|
| 103 |
+
recon_loss:
|
| 104 |
+
enabled: false
|
| 105 |
+
weight: 1.0
|