[DRAFT] Mh/latent rmse diagnostics on develop ssl v1 - #2703
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moritzhauschulz wants to merge 16 commits into
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[DRAFT] Mh/latent rmse diagnostics on develop ssl v1#2703moritzhauschulz wants to merge 16 commits into
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Squash of the mh/...-latent-rmse-and-diagnostics-ssl feature commits (1785ef3..4356ee6) resolved onto develop-ssl-diffusion-v1. Adds: - Latent-rollout RMSE diagnostic: record_latent_rollout side channel + isolated batch.latent_rmse_source truth encode (utils/latent_rmse.py). - Per-ODE-step map & spectrum diagnostics (inference_diagnostics.py, inference_spectra.py, evaluate/scores/psd.py; diag_* config keys). - Harmonized diffusion sampling diagnostics (per-element rmse panel, 4-panel). Conflict resolutions vs develop-ssl: encoder 3-value return threaded through the chunked truth-latent encode; develop's LATENT_CONDITIONING_TOKENS key kept; _get_data_windows 3-return reconciled with teacher_time_offset windows; fe_diffusion_num_inference_steps config key; MapPanelPlotter adapted to develop's eval Plotter API (norm built locally). 28 diagnostics/spectra tests pass. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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Description
[DRAFT]
Attempt at combining https://github.com/ecmwf/WeatherGenerator/pull/2702/changes and https://github.com/ecmwf/WeatherGenerator/pull/2683/changes and merging with SSL branch. Untested.
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Is this PR a draft? YES!
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./scripts/actions.sh lint./scripts/actions.sh unit-test./scripts/actions.sh integration-testlaunch-slurm.py --time 60