init

2022-09-28 21:11:28 +02:00
commit c68bd15bb8
98 changed files with 16302 additions and 0 deletions
@@ -0,0 +1,81 @@
+model:
+  base_learning_rate: 2.0e-06
+  target: ldm.models.diffusion.ddpm.LatentDiffusion
+  params:
+    linear_start: 0.0015
+    linear_end: 0.0205
+    log_every_t: 100
+    timesteps: 1000
+    loss_type: l1
+    first_stage_key: image
+    cond_stage_key: coordinates_bbox
+    image_size: 64
+    channels: 3
+    conditioning_key: crossattn
+    cond_stage_trainable: true
+    unet_config:
+      target: ldm.modules.diffusionmodules.openaimodel.UNetModel
+      params:
+        image_size: 64
+        in_channels: 3
+        out_channels: 3
+        model_channels: 128
+        attention_resolutions:
+        - 8
+        - 4
+        - 2
+        num_res_blocks: 2
+        channel_mult:
+        - 1
+        - 2
+        - 3
+        - 4
+        num_head_channels: 32
+        use_spatial_transformer: true
+        transformer_depth: 3
+        context_dim: 512
+    first_stage_config:
+      target: ldm.models.autoencoder.VQModelInterface
+      params:
+        embed_dim: 3
+        n_embed: 8192
+        monitor: val/rec_loss
+        ddconfig:
+          double_z: false
+          z_channels: 3
+          resolution: 256
+          in_channels: 3
+          out_ch: 3
+          ch: 128
+          ch_mult:
+          - 1
+          - 2
+          - 4
+          num_res_blocks: 2
+          attn_resolutions: []
+          dropout: 0.0
+        lossconfig:
+          target: torch.nn.Identity
+    cond_stage_config:
+      target: ldm.modules.encoders.modules.BERTEmbedder
+      params:
+        n_embed: 512
+        n_layer: 16
+        vocab_size: 8192
+        max_seq_len: 92
+        use_tokenizer: false
+    monitor: val/loss_simple_ema
+data:
+  target: main.DataModuleFromConfig
+  params:
+    batch_size: 24
+    wrap: false
+    num_workers: 10
+    train:
+      target: ldm.data.openimages.OpenImagesBBoxTrain
+      params:
+        size: 256
+    validation:
+      target: ldm.data.openimages.OpenImagesBBoxValidation
+      params:
+        size: 256