Upload 18 files

config.json

@@ -0,0 +1,57 @@
+{
+  "architectures": [
+    "ConvSwin2SR"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "depths": [
+    6,
+    6,
+    6,
+    6,
+    6,
+    6
+  ],
+  "drop_path_rate": 0.1,
+  "embed_dim": 180,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "image_size": [
+    32,
+    48
+  ],
+  "img_range": 1,
+  "initializer_range": 0.02,
+  "input_shape": [
+    44,
+    60
+  ],
+  "interpolation_method": "bicubic",
+  "layer_norm_eps": 1e-05,
+  "mlp_ratio": 2.0,
+  "model_type": "conv_swin2sr",
+  "num_channels": 1,
+  "num_heads": [
+    6,
+    6,
+    6,
+    6,
+    6,
+    6
+  ],
+  "num_high_res_covars": 0,
+  "num_layers": 6,
+  "patch_size": 1,
+  "qkv_bias": true,
+  "real_upscale": 5,
+  "resi_connection": "1conv",
+  "sample_size": [
+    160,
+    240
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.33.1",
+  "upsampler": "pixelshuffle",
+  "upscale": 8,
+  "use_absolute_embeddings": false,
+  "window_size": 5
+}

logs/Train Super-Resolution NN (ConvSwin2SR)/1695038384.58148/events.out.tfevents.1695038384.ebed10aef8f5.268646.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4ccbe8170b2229712f0300df2240ccf4a5c399a96372cd7693551441814d6b1
+size 1888

logs/Train Super-Resolution NN (ConvSwin2SR)/1695038384.5839088/hparams.yml

@@ -0,0 +1,31 @@
+batch_size: 2
+device: cuda
+hf_repo_name: predictia/europe_reanalysis_downscaler_convswin2sr_huge
+hour_embed_type: none
+hub_private_repo: false
+input-area: longitude=[-8.35, 6.6],latitude=[46.45, 35.5]
+input-dataset: era5
+input-resolution: 025deg
+input-scaling: domain-wise
+input-variables: t2m
+learning_rate: 0.0001
+lr_warmup_steps: 500
+mixed_precision: fp16
+num_epochs: 100
+num_samples: 3
+num_workers: 0
+number_model_params: 12383377
+output-area: longitude=[-6.85, 5.1],latitude=[44.95, 37]
+output-dataset: cerra
+output-resolution: 005deg
+output-scaling: domain-wise
+output-variable: t2m
+output_dir: swin2sr-1985_2020
+overwrite_output_dir: true
+push_to_hub: false
+save_image_epochs: 5
+save_model_epochs: 10
+seed: 2023
+static_covariables: null
+train-coverage: 1981/01-2013/12
+validation-coverage: 2014/01-2017/12

logs/Train Super-Resolution NN (ConvSwin2SR)/1695043412.0050254/events.out.tfevents.1695043412.ebed10aef8f5.272358.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9190a7d9ae06fd12a729bdb093ba967855d666484f51d2787349d3e603e66c24
+size 1888

logs/Train Super-Resolution NN (ConvSwin2SR)/1695043412.008631/hparams.yml

@@ -0,0 +1,31 @@
+batch_size: 2
+device: cuda
+hf_repo_name: predictia/europe_reanalysis_downscaler_convswin2sr_huge
+hour_embed_type: none
+hub_private_repo: false
+input-area: longitude=[-8.35, 6.6],latitude=[46.45, 35.5]
+input-dataset: era5
+input-resolution: 025deg
+input-scaling: domain-wise
+input-variables: t2m
+learning_rate: 0.0001
+lr_warmup_steps: 500
+mixed_precision: fp16
+num_epochs: 100
+num_samples: 3
+num_workers: 0
+number_model_params: 12383377
+output-area: longitude=[-6.85, 5.1],latitude=[44.95, 37]
+output-dataset: cerra
+output-resolution: 005deg
+output-scaling: domain-wise
+output-variable: t2m
+output_dir: swin2sr-1985_2020
+overwrite_output_dir: true
+push_to_hub: false
+save_image_epochs: 5
+save_model_epochs: 10
+seed: 2023
+static_covariables: null
+train-coverage: 1981/01-2013/12
+validation-coverage: 2014/01-2017/12

logs/Train Super-Resolution NN (ConvSwin2SR)/1695043450.3063529/events.out.tfevents.1695043450.ebed10aef8f5.273819.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8e42a9c438c93bc89c2f245bf41ebf70008495e539af84ebc84a843b169cbc2
+size 1888

logs/Train Super-Resolution NN (ConvSwin2SR)/1695043450.3089237/hparams.yml

@@ -0,0 +1,31 @@
+batch_size: 2
+device: cuda
+hf_repo_name: predictia/europe_reanalysis_downscaler_convswin2sr_huge
+hour_embed_type: none
+hub_private_repo: false
+input-area: longitude=[-8.35, 6.6],latitude=[46.45, 35.5]
+input-dataset: era5
+input-resolution: 025deg
+input-scaling: domain-wise
+input-variables: t2m
+learning_rate: 0.0001
+lr_warmup_steps: 500
+mixed_precision: fp16
+num_epochs: 100
+num_samples: 3
+num_workers: 0
+number_model_params: 12383377
+output-area: longitude=[-6.85, 5.1],latitude=[44.95, 37]
+output-dataset: cerra
+output-resolution: 005deg
+output-scaling: domain-wise
+output-variable: t2m
+output_dir: swin2sr-1985_2020
+overwrite_output_dir: true
+push_to_hub: false
+save_image_epochs: 5
+save_model_epochs: 10
+seed: 2023
+static_covariables: null
+train-coverage: 1981/01-2013/12
+validation-coverage: 2014/01-2017/12

logs/Train Super-Resolution NN (ConvSwin2SR)/1695043461.056641/events.out.tfevents.1695043461.ebed10aef8f5.273819.3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:485007bfc8aebdf2cf4a34edf0ae0b078d3cc2482bcee425bf2913b67b2d453a
+size 1888

logs/Train Super-Resolution NN (ConvSwin2SR)/1695043461.0602324/hparams.yml

@@ -0,0 +1,31 @@
+batch_size: 2
+device: cuda
+hf_repo_name: predictia/europe_reanalysis_downscaler_convswin2sr_huge
+hour_embed_type: none
+hub_private_repo: false
+input-area: longitude=[-8.35, 6.6],latitude=[46.45, 35.5]
+input-dataset: era5
+input-resolution: 025deg
+input-scaling: domain-wise
+input-variables: t2m
+learning_rate: 0.0001
+lr_warmup_steps: 500
+mixed_precision: fp16
+num_epochs: 100
+num_samples: 3
+num_workers: 0
+number_model_params: 12383377
+output-area: longitude=[-6.85, 5.1],latitude=[44.95, 37]
+output-dataset: cerra
+output-resolution: 005deg
+output-scaling: domain-wise
+output-variable: t2m
+output_dir: swin2sr-1985_2020
+overwrite_output_dir: true
+push_to_hub: false
+save_image_epochs: 5
+save_model_epochs: 10
+seed: 2023
+static_covariables: null
+train-coverage: 1981/01-2013/12
+validation-coverage: 2014/01-2017/12

logs/Train Super-Resolution NN (ConvSwin2SR)/events.out.tfevents.1695038384.ebed10aef8f5.268646.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:059a6692433f56f20a528962c4ddadf4c206da51efd31230e4c847daeb9a33df
+size 88

logs/Train Super-Resolution NN (ConvSwin2SR)/events.out.tfevents.1695043412.ebed10aef8f5.272358.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9453bfc96cdd000340591f4b38e9cf4202686c6dfe2b51a76adfdc869d31f316
+size 88

logs/Train Super-Resolution NN (ConvSwin2SR)/events.out.tfevents.1695043450.ebed10aef8f5.273819.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31911915057e829d686ac202d0bcbde216a7555300c80d7aadafa82353e348c1
+size 88

logs/Train Super-Resolution NN (ConvSwin2SR)/events.out.tfevents.1695043461.ebed10aef8f5.273819.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57f8f760a97b8c844125c24fa0a96067cd4c95cfb709a0764db94368d05c7a14
+size 568203501

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9f86e50963147be611516d5661ee26267794c04c1acf4499b94df70dbb6b714
+size 49789685