Upload model - qz4wasci

README.md

@@ -48,7 +48,7 @@ Data is prepared with the `ocf_data_sampler/torch_datasets/datasets/pvnet_uk` Da
 
 <!-- Do not remove the lines below -->
 The training logs for this model commit can be found here:
- - [https://wandb.ai/openclimatefix/pvnet_summation/runs/gtjmp2r6](https://wandb.ai/openclimatefix/pvnet_summation/runs/gtjmp2r6)
+ - [https://wandb.ai/openclimatefix/pvnet_summation/runs/qz4wasci](https://wandb.ai/openclimatefix/pvnet_summation/runs/qz4wasci)
 
 
 <!-- The hardware section is also just nice to have -->
@@ -70,5 +70,5 @@ This model was trained using the following Open Climate Fix packages:
 
 <!-- Especially do not change the two lines below -->
 The versions of these packages can be found below:
- - pvnet_summation==1.0.0.post1+git.36f3523d.dirty
- - ocf-data-sampler==0.4.0
+ - pvnet_summation==1.0.1.post0+git.13031a6b.dirty
+ - ocf-data-sampler==0.5.26.post2+git.90ee263d.dirty

datamodule_config.yaml

@@ -1,3 +1,3 @@
 pvnet_model:
   model_id: openclimatefix/pvnet_uk_region
-  revision: 4703a866aaa8f8be89e0d034cb2bf605f20f0017
+  revision: bd4cced6f00dd40a3858d49b3904ffaf325e6874

full_experiment_config.yaml

@@ -1,9 +1,10 @@
 trainer:
   _target_: lightning.pytorch.trainer.trainer.Trainer
   accelerator: gpu
-  devices: auto
+  devices:
+  - 2
   min_epochs: null
-  max_epochs: 100
+  max_epochs: 300
   reload_dataloaders_every_n_epochs: 0
   num_sanity_val_steps: 8
   fast_dev_run: false
@@ -49,15 +50,15 @@ model:
     factor: 0.1
     threshold: 0.0
 datamodule:
-  configuration: /home/jamesfulton/repos/PVNet/configs/datamodule/configuration/sat_pred.yaml
+  configuration: /home/james/repos/PVNet/configs/datamodule/configuration/new_gsps2.yaml
   batch_size: 32
-  num_workers: 28
-  prefetch_factor: 4
+  num_workers: 12
+  prefetch_factor: 2
   persistent_workers: true
   max_num_train_samples: null
   max_num_val_samples: null
   pvnet_model:
-    model_id: /home/jamesfulton/tmp/2NWP+cloud
+    model_id: /home/james/tmp/models/49nlmpdy
     revision: null
   train_period:
   - null
@@ -65,6 +66,8 @@ datamodule:
   val_period:
   - '2022-01-01'
   - '2022-12-31'
+  seed: ${seed}
+  dataset_pickle_dir: /home/james/tmp/summation_dataset_pickles
 callbacks:
   learning_rate_monitor:
     _target_: lightning.pytorch.callbacks.LearningRateMonitor
@@ -97,7 +100,7 @@ logger:
     job_type: train
     group: ''
     tags: []
-sample_save_dir: /home/jamesfulton/repos/PVNet_summation/presaved_saved_samples
+sample_save_dir: /home/james/repos/pvnet-summation/presaved_saved_samples
 work_dir: ${hydra:runtime.cwd}
-model_name: 2NWP+cloud
+model_name: 2NWP+sat0_v2
 seed: 2727831

model_weights.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9b0faf8ce2fe7667bda8c6ba120601f6c289e05f3524406e62be17c54e011cfd
+oid sha256:d20c171c922e3b92e25366fa572fa8dbaccdca6ef3773e1af33d4de7024e5efe
 size 19365512