HEALPix Curriculum - #2795

Open

TillHae wants to merge 22 commits into

ecmwf:developfrom

TillHae:thauer/develop/healpix-curriculum

Commits on Sep 1, 2026

feat: Add HEALPix curriculum
TillHae
committed
ea8ed2c
add HL curriculum config
TillHae
committed
a422f9e

Commits on Sep 2, 2026

change config for testing
TillHae
committed
6e4572e
fix: catch interpolation error during config load
TillHae
committed
08e65fc
fix: avoid evaluating streams_directory early and fix imports
TillHae
committed
fe03107
fix: map curriculum streams natively to avoid omegaconf int key error
TillHae
committed
9f45c08
fix: remove buggy streams_directory interpolation from config
TillHae
committed
828f868
fix: safely handle integer keys when stripping interpolations from OmegaConf dicts
TillHae
committed
2413625
fix: read _curriculum_exit from trainer.cf, not the local cf copy
TillHae
committed
8d329bd
fix: save as _latest checkpoint on curriculum exit so restart can find it
TillHae
committed
5329eaa
fix: re-apply init_ddp on curriculum restart to fix device placement
TillHae
committed
02d1532
fix: correctly read rank/local_rank from dist when already initialized on curriculum restart
TillHae
committed
f7d068e
fix: preserve istep across curriculum restarts so healpix_level is computed correctly
TillHae
committed
ac9cd0c
debug: log curriculum state at first batch to diagnose exit not firing
TillHae
committed
61d1804
change isteps for faster testing
TillHae
committed
ed67dc6
chore: remove curriculum debug log
TillHae
committed
a1c5130
fix: deduplicate string/int keys in healpix_curriculum dictionary on restart
TillHae
committed
f573b84
fix: prevent infinite restart loops when curriculum reaches its maximum level
TillHae
committed
498c4c6
increase isteps for meaningful plots
TillHae
committed
66d763a
feat: add clear logging to explain curriculum vs standard training run length
TillHae
committed
28a245f
ruff
TillHae
committed
d9fb931
fix: replace getattr with .get to satisfy pylint W0141
TillHae
committed
fcbc706

Navigation Menu

Uh oh!

HEALPix Curriculum - #2795

HEALPix Curriculum#2795
TillHae wants to merge 22 commits into
ecmwf:developfrom
TillHae:thauer/develop/healpix-curriculum

Commits on Sep 1, 2026

feat: Add HEALPix curriculum

add HL curriculum config

Commits on Sep 2, 2026

change config for testing

fix: catch interpolation error during config load

fix: avoid evaluating streams_directory early and fix imports

fix: map curriculum streams natively to avoid omegaconf int key error

fix: remove buggy streams_directory interpolation from config

fix: safely handle integer keys when stripping interpolations from OmegaConf dicts

fix: read _curriculum_exit from trainer.cf, not the local cf copy

fix: save as _latest checkpoint on curriculum exit so restart can find it

fix: re-apply init_ddp on curriculum restart to fix device placement

fix: correctly read rank/local_rank from dist when already initialized on curriculum restart

fix: preserve istep across curriculum restarts so healpix_level is computed correctly

debug: log curriculum state at first batch to diagnose exit not firing

change isteps for faster testing

chore: remove curriculum debug log

fix: deduplicate string/int keys in healpix_curriculum dictionary on restart

fix: prevent infinite restart loops when curriculum reaches its maximum level

increase isteps for meaningful plots

feat: add clear logging to explain curriculum vs standard training run length

ruff

fix: replace getattr with .get to satisfy pylint W0141