adammoss commited on
Commit
0ca5fc8
1 Parent(s): bef0728
.gitignore ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ step_*
2
+ epoch_*
model_index.json ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_class_name": "DDPMConditionPipeline",
3
+ "_diffusers_version": "0.16.1",
4
+ "scheduler": [
5
+ "diffusers",
6
+ "DDPMScheduler"
7
+ ],
8
+ "unet": [
9
+ "diffusers",
10
+ "UNet2DConditionModel"
11
+ ]
12
+ }
params.json ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_name": [
3
+ "Mtot_Nbody_SIMBA",
4
+ "Mgas_SIMBA"
5
+ ],
6
+ "dataset_config_name": null,
7
+ "dataset_conditional_name": null,
8
+ "model_config_name_or_path": null,
9
+ "base_channels": 64,
10
+ "cross_attention_dim": null,
11
+ "vae": null,
12
+ "vae_from_pretrained": null,
13
+ "vae_scaling_factor": null,
14
+ "train_data_dir": null,
15
+ "output_dir": "output/ddpm-ema-256-Mtot-Nbody-SIMBA-Mgas-SIMBA-cond-SR4-1685992782",
16
+ "overwrite_output_dir": false,
17
+ "cache_dir": "data",
18
+ "resolution": 256,
19
+ "data_size": 13500,
20
+ "super_resolution": 4,
21
+ "conditional": true,
22
+ "center_crop": false,
23
+ "random_flip": false,
24
+ "train_batch_size": 8,
25
+ "eval_batch_size": 8,
26
+ "dataloader_num_workers": 0,
27
+ "num_epochs": 200,
28
+ "save_images_epochs": 10,
29
+ "save_model_epochs": 10,
30
+ "gradient_accumulation_steps": 8,
31
+ "learning_rate": 0.0001,
32
+ "lr_scheduler": "cosine",
33
+ "lr_warmup_steps": 500,
34
+ "adam_beta1": 0.95,
35
+ "adam_beta2": 0.999,
36
+ "adam_weight_decay": 1e-06,
37
+ "adam_epsilon": 1e-08,
38
+ "use_ema": true,
39
+ "ema_inv_gamma": 1.0,
40
+ "ema_power": 0.75,
41
+ "ema_max_decay": 0.9999,
42
+ "push_to_hub": true,
43
+ "hub_token": "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",
44
+ "hub_model_id": null,
45
+ "hub_private_repo": false,
46
+ "logger": "wandb",
47
+ "logging_dir": "logs",
48
+ "local_rank": -1,
49
+ "mixed_precision": "no",
50
+ "prediction_type": "epsilon",
51
+ "loss": "mse",
52
+ "ddpm_num_steps": 1000,
53
+ "ddpm_num_inference_steps": 1000,
54
+ "ddpm_beta_schedule": "squaredcos_cap_v2",
55
+ "checkpointing_steps": 5000,
56
+ "checkpoints_total_limit": null,
57
+ "resume_from_checkpoint": "latest",
58
+ "enable_xformers_memory_efficient_attention": false
59
+ }
scheduler/scheduler_config.json ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_class_name": "DDPMScheduler",
3
+ "_diffusers_version": "0.16.1",
4
+ "beta_end": 0.02,
5
+ "beta_schedule": "squaredcos_cap_v2",
6
+ "beta_start": 0.0001,
7
+ "clip_sample": true,
8
+ "clip_sample_range": 1.0,
9
+ "dynamic_thresholding_ratio": 0.995,
10
+ "num_train_timesteps": 1000,
11
+ "prediction_type": "epsilon",
12
+ "sample_max_value": 1.0,
13
+ "thresholding": false,
14
+ "trained_betas": null,
15
+ "variance_type": "fixed_small"
16
+ }
unet/config.json ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_class_name": "UNet2DConditionModel",
3
+ "_diffusers_version": "0.16.1",
4
+ "act_fn": "silu",
5
+ "addition_embed_type": null,
6
+ "addition_embed_type_num_heads": 64,
7
+ "attention_head_dim": 8,
8
+ "block_out_channels": [
9
+ 64,
10
+ 128,
11
+ 192,
12
+ 256
13
+ ],
14
+ "center_input_sample": false,
15
+ "class_embed_type": null,
16
+ "class_embeddings_concat": false,
17
+ "conv_in_kernel": 3,
18
+ "conv_out_kernel": 3,
19
+ "cross_attention_dim": 256,
20
+ "cross_attention_norm": null,
21
+ "down_block_types": [
22
+ "DownBlock2D",
23
+ "DownBlock2D",
24
+ "DownBlock2D",
25
+ "CrossAttnDownBlock2D"
26
+ ],
27
+ "downsample_padding": 1,
28
+ "dual_cross_attention": false,
29
+ "encoder_hid_dim": 7,
30
+ "flip_sin_to_cos": true,
31
+ "freq_shift": 0,
32
+ "in_channels": 2,
33
+ "layers_per_block": 2,
34
+ "mid_block_only_cross_attention": null,
35
+ "mid_block_scale_factor": 1,
36
+ "mid_block_type": "UNetMidBlock2DCrossAttn",
37
+ "norm_eps": 1e-05,
38
+ "norm_num_groups": 32,
39
+ "num_class_embeds": null,
40
+ "only_cross_attention": false,
41
+ "out_channels": 1,
42
+ "projection_class_embeddings_input_dim": null,
43
+ "resnet_out_scale_factor": 1.0,
44
+ "resnet_skip_time_act": false,
45
+ "resnet_time_scale_shift": "default",
46
+ "sample_size": 256,
47
+ "time_cond_proj_dim": null,
48
+ "time_embedding_act_fn": null,
49
+ "time_embedding_dim": null,
50
+ "time_embedding_type": "positional",
51
+ "timestep_post_act": null,
52
+ "up_block_types": [
53
+ "CrossAttnUpBlock2D",
54
+ "UpBlock2D",
55
+ "UpBlock2D",
56
+ "UpBlock2D"
57
+ ],
58
+ "upcast_attention": false,
59
+ "use_linear_projection": false
60
+ }
unet/diffusion_pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2d43591acc16133f48f30e539bd88704934e2affe48a3e0d4045c4d70c4acef0
3
+ size 113930213