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Add a proof-of-concept for an Algorithm that uses Jax for its forward/backward passes [RT-71] #4

Merged
merged 27 commits into from
Jun 14, 2024
Merged

Add a proof-of-concept for an Algorithm that uses Jax for its forward/backward passes [RT-71] #4

merged 27 commits into from
Jun 14, 2024

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lebrice
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@lebrice lebrice commented May 31, 2024

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lebrice added 2 commits May 31, 2024 19:18
@lebrice
Add an example algo that uses jax!
61c0662 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Simplify the jax example
752afd1 
Signed-off-by: Fabrice Normandin <[email protected]>
lebrice added 7 commits June 3, 2024 20:17
@lebrice
Slightly tweak the jax example
d5b400c 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Tweak the jax example
1a71d48 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Tweak algo a bit (again)
4deb156 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Use flax nn.Module
6306ccd 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Hacky: Wrap jax fn into a torch.autograd.Function
a52972c 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Make it work with automatic optimization and jit!
8feece6 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Able to use jax in intermediate node in graph!
8d79e67 
Signed-off-by: Fabrice Normandin <[email protected]>
lebrice added 18 commits June 6, 2024 21:49
@lebrice
Update to use git packages
0473808 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Rename batch_idx->batch_index everywhere
70e7053 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Fix broken callback due to batch_idx rename
2c53544 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Use a callback to log classification metrics
e3f4c90 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Update the jax algo
18f6c25 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Make the callback compatible with more recent PL
fcd8484 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Make the Jax algo usable from CLI, tweak configs
8f595fd 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Fix tests to use the tensor_regression package
75765e9 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Fix some issues with config registration in tests
61e204f 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Fix other tiny issues in test code
9a220a1 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Fix issue with resnet50 config
542d086 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Add some generated tests for the Jax algo example
00cbd4f 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Fix tests for algo that doesnt support jax
cdd548c 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
'fix' issue with doctest of some configs
3cf5cfe 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Set JAX_PLATFORMS=cpu in GitHub CI
8c159cc 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Tweak build.yml again
df3b907 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Fix build.yml
1e4c8db 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice
Set rounding precision for regression tests
6c16f03 
Signed-off-by: Fabrice Normandin <[email protected]>
@lebrice lebrice merged commit 8c3d69b into master Jun 14, 2024
3 of 4 checks passed
@lebrice lebrice deleted the jax_example branch June 17, 2024 13:35
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