slimgroup / InvertibleNetworks.jl

A Julia framework for invertible neural networks
MIT License
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backward_inv for MAP on conditional glow #69

Open rafaelorozco opened 1 year ago

rafaelorozco commented 1 year ago

Also made some changes to logdet outputs to be more consistent.

codecov[bot] commented 1 year ago

Codecov Report

Base: 88.09% // Head: 35.06% // Decreases project coverage by -53.02% :warning:

Coverage data is based on head (240daa9) compared to base (5f571ec). Patch coverage: 11.68% of modified lines in pull request are covered.

Additional details and impacted files ```diff @@ Coverage Diff @@ ## master #69 +/- ## =========================================== - Coverage 88.09% 35.06% -53.03% =========================================== Files 33 33 Lines 2545 2578 +33 =========================================== - Hits 2242 904 -1338 - Misses 303 1674 +1371 ``` | [Impacted Files](https://codecov.io/gh/slimgroup/InvertibleNetworks.jl/pull/69?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=slimgroup) | Coverage Δ | | |---|---|---| | [src/conditional\_layers/conditional\_layer\_glow.jl](https://codecov.io/gh/slimgroup/InvertibleNetworks.jl/pull/69/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=slimgroup#diff-c3JjL2NvbmRpdGlvbmFsX2xheWVycy9jb25kaXRpb25hbF9sYXllcl9nbG93Lmps) | `0.00% <0.00%> (-97.73%)` | :arrow_down: | | [src/layers/invertible\_layer\_glow.jl](https://codecov.io/gh/slimgroup/InvertibleNetworks.jl/pull/69/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=slimgroup#diff-c3JjL2xheWVycy9pbnZlcnRpYmxlX2xheWVyX2dsb3cuamw=) | `0.00% <0.00%> (-97.30%)` | :arrow_down: | | [...rc/networks/invertible\_network\_conditional\_glow.jl](https://codecov.io/gh/slimgroup/InvertibleNetworks.jl/pull/69/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=slimgroup#diff-c3JjL25ldHdvcmtzL2ludmVydGlibGVfbmV0d29ya19jb25kaXRpb25hbF9nbG93Lmps) | `0.00% <0.00%> (-82.90%)` | :arrow_down: | | [src/utils/invertible\_network\_sequential.jl](https://codecov.io/gh/slimgroup/InvertibleNetworks.jl/pull/69/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=slimgroup#diff-c3JjL3V0aWxzL2ludmVydGlibGVfbmV0d29ya19zZXF1ZW50aWFsLmps) | `88.46% <85.71%> (-1.95%)` | :arrow_down: | | [src/layers/invertible\_layer\_actnorm.jl](https://codecov.io/gh/slimgroup/InvertibleNetworks.jl/pull/69/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=slimgroup#diff-c3JjL2xheWVycy9pbnZlcnRpYmxlX2xheWVyX2FjdG5vcm0uamw=) | `68.23% <100.00%> (-28.24%)` | :arrow_down: | | [src/layers/invertible\_layer\_basic.jl](https://codecov.io/gh/slimgroup/InvertibleNetworks.jl/pull/69/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=slimgroup#diff-c3JjL2xheWVycy9pbnZlcnRpYmxlX2xheWVyX2Jhc2ljLmps) | `80.00% <100.00%> (-13.34%)` | :arrow_down: | | [src/layers/invertible\_layer\_hint.jl](https://codecov.io/gh/slimgroup/InvertibleNetworks.jl/pull/69/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=slimgroup#diff-c3JjL2xheWVycy9pbnZlcnRpYmxlX2xheWVyX2hpbnQuamw=) | `78.03% <100.00%> (-16.36%)` | :arrow_down: | | [...itional\_layers/conditional\_layer\_residual\_block.jl](https://codecov.io/gh/slimgroup/InvertibleNetworks.jl/pull/69/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=slimgroup#diff-c3JjL2NvbmRpdGlvbmFsX2xheWVycy9jb25kaXRpb25hbF9sYXllcl9yZXNpZHVhbF9ibG9jay5qbA==) | `0.00% <0.00%> (-100.00%)` | :arrow_down: | | [src/conditional\_layers/conditional\_layer\_hint.jl](https://codecov.io/gh/slimgroup/InvertibleNetworks.jl/pull/69/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=slimgroup#diff-c3JjL2NvbmRpdGlvbmFsX2xheWVycy9jb25kaXRpb25hbF9sYXllcl9oaW50Lmps) | `0.00% <0.00%> (-99.19%)` | :arrow_down: | | [src/layers/invertible\_layer\_irim.jl](https://codecov.io/gh/slimgroup/InvertibleNetworks.jl/pull/69/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=slimgroup#diff-c3JjL2xheWVycy9pbnZlcnRpYmxlX2xheWVyX2lyaW0uamw=) | `0.00% <0.00%> (-98.12%)` | :arrow_down: | | ... and [24 more](https://codecov.io/gh/slimgroup/InvertibleNetworks.jl/pull/69/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=slimgroup) | | Help us with your feedback. Take ten seconds to tell us [how you rate us](https://about.codecov.io/nps?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=slimgroup). Have a feature suggestion? [Share it here.](https://app.codecov.io/gh/feedback/?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=slimgroup)

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