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Zoobot v2 release #114

Merged
merged 323 commits into from Apr 4, 2024
Merged

Zoobot v2 release #114

merged 323 commits into from Apr 4, 2024

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mwalmsley
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@mwalmsley mwalmsley commented Apr 4, 2024 •
edited

And it's a big one. See README.md.

Key changes:

  • New suite of pretrained models and accompanying technical report on arxiv. We cranked it up.
  • New finetuning options: n_blocks, cosine schedule, custom config for each architecture
  • Easy encoder downloading from HuggingFace via timm
  • Complete docs rewrite
  • Deprecated TensorFlow support to focus on PyTorch

@mwalmsley
revert to
6c70398 
single gpu ramdisk 6 workers b256
@mwalmsley
ramdisk
34b80e3
@mwalmsley
test on beluga
7adc169
@mwalmsley
debug sympy
1d66218
@mwalmsley
longer run, more workers/cpus
0f605ed
@mwalmsley
oops slash
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@mwalmsley
fine, normal python
c6c1f39
@mwalmsley
try 4 gpu v100, 9 workers, ramdisk
1e9ffc9
@mwalmsley
still 4 gpu, now on SSD instead
d015e51
@mwalmsley
only 3 workers per
df15eeb
@mwalmsley
back to a100 big boy test
53ce419
@mwalmsley
2 a100
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@mwalmsley
debug nodesplitter
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@mwalmsley
debug generator
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@mwalmsley
slurm tinkering
e0bd2db
@mwalmsley
oops, 4 gpu
c02c2eb
@mwalmsley
better logging
812b857
@mwalmsley
more logging
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@mwalmsley
typo
60e0e1f
@mwalmsley
repeat=1 for debugging still, add replace_sampler_ddp flag
9a821e4
@mwalmsley
2.1 update
c83714c
@mwalmsley
typo
da24384
@mwalmsley
2 gpu scaling
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@mwalmsley
2 gpu
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@mwalmsley
logging
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@mwalmsley
1 gpu
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@mwalmsley
scaling of a100 2x repeat5x
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@mwalmsley
worked great, now 4x with the split
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@mwalmsley
add notes
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@mwalmsley
Merge branch 'narval-migration' of https://github.com/mwalmsley/zoobot …
044c69e 
…into narval-migration
@mwalmsley
bump to python 3.9
31d03ba
@mwalmsley
Merge pull request #113 from mwalmsley/narval-migration
a1ce097 
Latest finetuning changes
@mwalmsley
grab lightly cosine
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@mwalmsley
add docstrings throughout
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@mwalmsley
num_classes=0
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@mwalmsley
tinker to set cluster vars
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@mwalmsley
require galaxy-datasets
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@mwalmsley
tiny tweak
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@mwalmsley
add mae support
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@mwalmsley
Merge branch 'dev' of github.com:mwalmsley/zoobot into dev
c8f8fa2
@mwalmsley
small note
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@mwalmsley
Merge branch 'dev' of github.com:mwalmsley/zoobot into dev
0f7b471
@mwalmsley
typo
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@mwalmsley
change color->greyscale for consistency
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@mwalmsley
add cosine scheduler option
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@mwalmsley
imports
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@mwalmsley
typo
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@mwalmsley
check tasks per node
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@mwalmsley
docs pass
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@mwalmsley
Continue docs pass
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@mwalmsley
docsing
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@mwalmsley
readthedocs
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@mwalmsley
m1
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@mwalmsley
add sphinxemoji (vital)
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@mwalmsley
typo
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@mwalmsley
rebuild
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@mwalmsley
final docs update?
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@mwalmsley
Merge branch 'main' into dev
dce3ec7
@mwalmsley
tiny tweaks
e1b43c6
@mwalmsley mwalmsley merged commit e6279c1 into main Apr 4, 2024
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