Merging the latent diffusion model#2278
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Had placeholder for testing, now back to "random" for masking strategy in the base level of default_config
* noise generation in diffusion inference * lint --------- Co-authored-by: Matthias Karlbauer <matthias.karlbauer@ecmwf.int>
…40/dev/1270-idx-global-local
…eatherGenerator into shmh40/dev/1270-idx-global-local
* Add to device to ModelBatch, etc & adapt model TODO adapt validate and inference TODO test forecasting and multiple stream because predict changed substantially * Rename view to sample and fix validate * Revert predict function and fix inference * Fix invalid access with mask * Linting * Fixed handling of target_idxs and other minor issues --------- Co-authored-by: sophiex <24638638+sophie-xhonneux@users.noreply.github.com> Co-authored-by: Christian Lessig <christian.lessig@ecmwf.int>
…ning not implemented)
…peline-forecast' into jk/develop/diffusion-full-pipeline
* additional check for num_input_steps * changed configs and fixed error in inference_forward * review PR comments * comma * uncommented roll-out conditioning * update parameters to freeze by default * included l3rxe29i as default loaded model * rm breakpoint * review PR * config changes
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Description
Draft PR to merge the latent diffusion model into
develop.TODO:
Issue Number
Closes #2277
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./scripts/actions.sh lint./scripts/actions.sh unit-test./scripts/actions.sh integration-testlaunch-slurm.py --time 60