Epoch 0

.gitattributes

@@ -33,3 +33,11 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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logs/udm_v1/events.out.tfevents.1724481192.princebieker.2971569.0

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model_index.json

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+{
+  "_class_name": "Era5Pipeline",
+  "_diffusers_version": "0.29.2",
+  "scheduler": [
+    "diffusers",
+    "EDMDPMSolverMultistepScheduler"
+  ],
+  "unet": [
+    "udm.models.udm",
+    "UDM"
+  ]
+}

scheduler/scheduler_config.json

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+{
+  "_class_name": "EDMDPMSolverMultistepScheduler",
+  "_diffusers_version": "0.29.2",
+  "algorithm_type": "sde-dpmsolver++",
+  "dynamic_thresholding_ratio": 0.995,
+  "euler_at_final": false,
+  "final_sigmas_type": "zero",
+  "lower_order_final": true,
+  "num_train_timesteps": 1000,
+  "prediction_type": "epsilon",
+  "rho": 7.0,
+  "sample_max_value": 1.0,
+  "sigma_data": 0.5,
+  "sigma_max": 88.0,
+  "sigma_min": 0.02,
+  "sigma_schedule": "karras",
+  "solver_order": 2,
+  "solver_type": "midpoint",
+  "thresholding": false
+}

unet/config.json

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+{
+  "_class_name": "UDM",
+  "_diffusers_version": "0.29.2",
+  "act_fn": "silu",
+  "add_attention": true,
+  "attention_head_dim": 8,
+  "attn_norm_num_groups": null,
+  "block_out_channels": [
+    64,
+    128,
+    256
+  ],
+  "center_input_sample": false,
+  "class_embed_type": null,
+  "down_block_types": [
+    "DownBlock2D",
+    "DownBlock2D",
+    "AttnDownBlock2D"
+  ],
+  "downsample_padding": 1,
+  "downsample_type": "conv",
+  "dropout": 0.0,
+  "flip_sin_to_cos": true,
+  "freq_shift": 0,
+  "in_channels": 14,
+  "layers_per_block": 2,
+  "mid_block_scale_factor": 1,
+  "norm_eps": 1e-05,
+  "norm_num_groups": 32,
+  "num_class_embeds": null,
+  "num_train_timesteps": null,
+  "out_channels": 4,
+  "resnet_time_scale_shift": "default",
+  "sample_size": [
+    184,
+    364
+  ],
+  "time_embedding_type": "positional",
+  "up_block_types": [
+    "AttnUpBlock2D",
+    "UpBlock2D",
+    "UpBlock2D"
+  ],
+  "upsample_type": "conv"
+}

unet/diffusion_pytorch_model.safetensors

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