Delete configs/.ipynb_checkpoints

configs/.ipynb_checkpoints/config_network_rflow-checkpoint.json

@@ -1,150 +0,0 @@
-{
-    "spatial_dims": 3,
-    "image_channels": 1,
-    "latent_channels": 4,
-    "include_body_region": false,
-    "mask_generation_latent_shape": [
-        4,
-        64,
-        64,
-        64
-    ],
-    "autoencoder_def": {
-        "_target_": "monai.apps.generation.maisi.networks.autoencoderkl_maisi.AutoencoderKlMaisi",
-        "spatial_dims": "@spatial_dims",
-        "in_channels": "@image_channels",
-        "out_channels": "@image_channels",
-        "latent_channels": "@latent_channels",
-        "num_channels": [
-            64,
-            128,
-            256
-        ],
-        "num_res_blocks": [2,2,2],
-        "norm_num_groups": 32,
-        "norm_eps": 1e-06,
-        "attention_levels": [
-            false,
-            false,
-            false
-        ],
-        "with_encoder_nonlocal_attn": false,
-        "with_decoder_nonlocal_attn": false,
-        "use_checkpointing": false,
-        "use_convtranspose": false,
-        "norm_float16": true,
-        "num_splits": 4,
-        "dim_split": 1
-    },
-    "diffusion_unet_def": {
-        "_target_": "monai.apps.generation.maisi.networks.diffusion_model_unet_maisi.DiffusionModelUNetMaisi",
-        "spatial_dims": "@spatial_dims",
-        "in_channels": "@latent_channels",
-        "out_channels": "@latent_channels",
-        "num_channels": [64, 128, 256, 512],
-        "attention_levels": [
-            false,
-            false,
-            true,
-            true
-        ],
-        "num_head_channels": [
-            0,
-            0,
-            32,
-            32
-        ],
-        "num_res_blocks": 2,
-        "use_flash_attention": true,
-        "include_top_region_index_input": "@include_body_region",
-        "include_bottom_region_index_input": "@include_body_region",
-        "include_spacing_input": true,
-        "num_class_embeds": 128,
-        "resblock_updown": true,
-        "include_fc": true
-    },
-    "controlnet_def": {
-        "_target_": "monai.apps.generation.maisi.networks.controlnet_maisi.ControlNetMaisi",
-        "spatial_dims": "@spatial_dims",
-        "in_channels": "@latent_channels",
-        "num_channels": [64, 128, 256, 512],
-        "attention_levels": [
-            false,
-            false,
-            true,
-            true
-        ],
-        "num_head_channels": [
-            0,
-            0,
-            32,
-            32
-        ],
-        "num_res_blocks": 2,
-        "use_flash_attention": true,
-        "conditioning_embedding_in_channels": 8,
-        "conditioning_embedding_num_channels": [8, 32, 64],
-        "num_class_embeds": 128,
-        "resblock_updown": true,
-        "include_fc": true
-    },
-    "mask_generation_autoencoder_def": {
-        "_target_": "monai.apps.generation.maisi.networks.autoencoderkl_maisi.AutoencoderKlMaisi",
-        "spatial_dims": "@spatial_dims",
-        "in_channels": 8,
-        "out_channels": 125,
-        "latent_channels": "@latent_channels",
-        "num_channels": [
-            32,
-            64,
-            128
-        ],
-        "num_res_blocks": [1, 2, 2],
-        "norm_num_groups": 32,
-        "norm_eps": 1e-06,
-        "attention_levels": [
-            false,
-            false,
-            false
-        ],
-        "with_encoder_nonlocal_attn": false,
-        "with_decoder_nonlocal_attn": false,
-        "use_flash_attention": false,
-        "use_checkpointing": true,
-        "use_convtranspose": true,
-        "norm_float16": true,
-        "num_splits": 8,
-        "dim_split": 1
-    },
-    "mask_generation_diffusion_def": {
-        "_target_": "monai.networks.nets.diffusion_model_unet.DiffusionModelUNet",
-        "spatial_dims": "@spatial_dims",
-        "in_channels": "@latent_channels",
-        "out_channels": "@latent_channels",
-        "channels":[64, 128, 256, 512],
-        "attention_levels":[false, false, true, true],
-        "num_head_channels":[0, 0, 32, 32],
-        "num_res_blocks": 2,
-        "use_flash_attention": true,
-        "with_conditioning": true,
-        "upcast_attention": true,
-        "cross_attention_dim": 10
-    },
-    "mask_generation_scale_factor": 1.0055984258651733,
-    "noise_scheduler": {
-        "_target_": "monai.networks.schedulers.rectified_flow.RFlowScheduler",
-        "num_train_timesteps": 1000,
-        "use_discrete_timesteps": false,
-        "use_timestep_transform": true,
-        "sample_method": "uniform",
-        "scale":1.4
-    },
-    "mask_generation_noise_scheduler": {
-        "_target_": "monai.networks.schedulers.ddpm.DDPMScheduler",
-        "num_train_timesteps": 1000,
-        "beta_start": 0.0015,
-        "beta_end": 0.0195,
-        "schedule": "scaled_linear_beta",
-        "clip_sample": false
-    }
-}