Epoch 5

config.json

@@ -21,7 +21,7 @@
   "flip_sin_to_cos": true,
   "freq_shift": 0,
   "in_channels": 2,
-  "layers_per_block": 2,
+  "layers_per_block": 3,
   "mid_block_scale_factor": 1,
   "norm_eps": 1e-05,
   "norm_num_groups": 4,

diffusion_pytorch_model.bin

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logs/Train Denoising Diffusion Model/1690462254.2502413/hparams.yml

@@ -0,0 +1,17 @@
+batch_size: 2
+device: cuda
+hf_repo_name: predictia/cerra_denoise_nn_unscaled
+hour_embed_type: class
+hub_private_repo: false
+learning_rate: 0.0001
+lr_warmup_steps: 500
+mixed_precision: fp16
+num_epochs: 20
+num_samples: 3
+number_model_params: 470129
+output_dir: cddpm-tiny-bicubic-unscaled
+overwrite_output_dir: true
+push_to_hub: true
+save_image_epochs: 10
+save_model_epochs: 5
+seed: 2023

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