Upload 9 files

config.json

@@ -0,0 +1,43 @@
+{
+  "_class_name": "UNet2DModel",
+  "_diffusers_version": "0.21.4",
+  "act_fn": "silu",
+  "add_attention": true,
+  "attention_head_dim": 8,
+  "block_out_channels": [
+    128,
+    256,
+    512
+  ],
+  "center_input_sample": false,
+  "class_embed_type": null,
+  "down_block_types": [
+    "DownBlock2D",
+    "AttnDownBlock2D",
+    "AttnDownBlock2D"
+  ],
+  "downsample_padding": 1,
+  "downsample_type": "conv",
+  "dropout": 0.0,
+  "flip_sin_to_cos": true,
+  "freq_shift": 0,
+  "in_channels": 2,
+  "layers_per_block": 2,
+  "mid_block_scale_factor": 1,
+  "norm_eps": 1e-05,
+  "norm_num_groups": 4,
+  "num_class_embeds": 24,
+  "out_channels": 1,
+  "resnet_time_scale_shift": "default",
+  "sample_size": [
+    160,
+    240
+  ],
+  "time_embedding_type": "positional",
+  "up_block_types": [
+    "AttnUpBlock2D",
+    "AttnUpBlock2D",
+    "UpBlock2D"
+  ],
+  "upsample_type": "conv"
+}

diffusion_pytorch_model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:256d6005d96271a8316cdf90edbc856d83906f66735e0f3c106de7c14d191705
+size 256644076

logs/Train Denoising Diffusion Model/1698054633.4229577/events.out.tfevents.1698054633.4e0e4625e706.252010.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9fcf427070c9c276a5b2c2257f6ed0862e5a742ac6b61adabeec41168679971b
+size 1822

logs/Train Denoising Diffusion Model/1698054633.426386/hparams.yml

@@ -0,0 +1,31 @@
+batch_size: 7
+device: cuda
+hf_repo_name: jpxkqx/ddpm_mediterranean_reanalysis_tas
+hour_embed_type: class
+hub_private_repo: false
+input-area: longitude=[-8.35, 6.6],latitude=[46.45, 35.5]
+input-dataset: era5
+input-resolution: 025deg
+input-scaling: 'No'
+input-variables: t2m
+learning_rate: 0.0003
+lr_warmup_steps: 1000
+mixed_precision: fp16
+num_epochs: 30
+num_samples: 3
+num_workers: 0
+number_model_params: 64152449
+output-area: longitude=[-6.85, 5.1],latitude=[44.95, 37]
+output-dataset: cerra
+output-resolution: 005deg
+output-scaling: 'No'
+output-variable: t2m
+output_dir: /srv/ddpm_mediterranean_reanalysis_tas
+overwrite_output_dir: true
+push_to_hub: true
+save_image_epochs: null
+save_model_epochs: 1
+seed: 2023
+static_covariables: null
+train-coverage: 1981/01-2013/12
+validation-coverage: 2014/01-2017/12

logs/Train Denoising Diffusion Model/1698130416.3029509/events.out.tfevents.1698130416.4e0e4625e706.257615.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e3e6603848aa336573cee42ee1586ea24e065f55b41ad477217d51bc10811df
+size 1822

logs/Train Denoising Diffusion Model/1698130416.3105614/hparams.yml

@@ -0,0 +1,31 @@
+batch_size: 7
+device: cuda
+hf_repo_name: jpxkqx/ddpm_mediterranean_reanalysis_tas
+hour_embed_type: class
+hub_private_repo: false
+input-area: longitude=[-8.35, 6.6],latitude=[46.45, 35.5]
+input-dataset: era5
+input-resolution: 025deg
+input-scaling: 'No'
+input-variables: t2m
+learning_rate: 0.0003
+lr_warmup_steps: 1000
+mixed_precision: fp16
+num_epochs: 30
+num_samples: 3
+num_workers: 0
+number_model_params: 64152449
+output-area: longitude=[-6.85, 5.1],latitude=[44.95, 37]
+output-dataset: cerra
+output-resolution: 005deg
+output-scaling: 'No'
+output-variable: t2m
+output_dir: /srv/ddpm_mediterranean_reanalysis_tas
+overwrite_output_dir: true
+push_to_hub: true
+save_image_epochs: null
+save_model_epochs: 1
+seed: 2023
+static_covariables: null
+train-coverage: 1981/01-2013/12
+validation-coverage: 2014/01-2017/12

logs/Train Denoising Diffusion Model/events.out.tfevents.1698054633.4e0e4625e706.252010.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfc47f1c4475f320a7d635ec5dbfb7f1fcc4557dde259dee2a9bbd449edfe563
+size 4296075

logs/Train Denoising Diffusion Model/events.out.tfevents.1698130416.4e0e4625e706.257615.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5cacf1ca03b6f0f304df1948c793dcd5f0f6fc0946e8aaf47e89b3bd23e01cbc
+size 88

scheduler_config.json

@@ -0,0 +1,19 @@
+{
+  "_class_name": "DDIMScheduler",
+  "_diffusers_version": "0.21.4",
+  "beta_end": 0.02,
+  "beta_schedule": "linear",
+  "beta_start": 0.0001,
+  "clip_sample": true,
+  "clip_sample_range": 1.0,
+  "dynamic_thresholding_ratio": 0.995,
+  "num_train_timesteps": 1000,
+  "prediction_type": "epsilon",
+  "rescale_betas_zero_snr": true,
+  "sample_max_value": 1.0,
+  "set_alpha_to_one": true,
+  "steps_offset": 0,
+  "thresholding": false,
+  "timestep_spacing": "trailing",
+  "trained_betas": null
+}