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compute output stat for atomic model #3642

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merged 13 commits into from
Apr 7, 2024

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@wanghan-iapcm wanghan-iapcm commented Apr 4, 2024

This PR:

  • breaking change: the base atomic model is now a module.
    • reason: the out stat is a data attribute of the base atomic model.
  • implement the compute_or_load_output_stat for the base atomic model. the method computes both bias and std.
  • the derived atomic models call the compute_or_load_output_stat method for computing output stat.
  • atomic model provides the apply_out_stat, the derived class may override the method to define how the statistics is applied to an atomic model's output. @anyangml may need.
  • out_stat support statistics of output tensor of any shape.

@iProzd please check if i took it correctly in ce7ec1f

To be done:

  • atomic statistics of the bias and std. @anyangml
  • erialization and deserialization.


def setUp(self):
TestCaseSingleFrameWithNlist.setUp(self)
nf, nloc, nnei = self.nlist.shape

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Unused local variable Note

Variable nf is not used.

def setUp(self):
TestCaseSingleFrameWithNlist.setUp(self)
nf, nloc, nnei = self.nlist.shape

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Unused local variable Note

Variable nloc is not used.

def setUp(self):
TestCaseSingleFrameWithNlist.setUp(self)
nf, nloc, nnei = self.nlist.shape

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Unused local variable Note

Variable nnei is not used.
atom_exclude_types: List[int] = [],
pair_exclude_types: List[Tuple[int, int]] = [],
):
super().__init__()
self.type_map = type_map

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Code scanning / CodeQL

Overwriting attribute in super-class or sub-class Warning

Assignment overwrites attribute type_map, which was previously defined in subclass
DPAtomicModel
.
Assignment overwrites attribute type_map, which was previously defined in subclass
DPAtomicModel
.
Assignment overwrites attribute type_map, which was previously defined in subclass
LinearEnergyAtomicModel
.
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codecov bot commented Apr 4, 2024

Codecov Report

Attention: Patch coverage is 95.09202% with 8 lines in your changes are missing coverage. Please review.

Project coverage is 81.80%. Comparing base (073f559) to head (2171e19).
Report is 2 commits behind head on devel.

Files Patch % Lines
deepmd/pt/model/atomic_model/base_atomic_model.py 92.59% 6 Missing ⚠️
deepmd/pt/utils/stat.py 96.22% 2 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##            devel    #3642      +/-   ##
==========================================
+ Coverage   81.72%   81.80%   +0.07%     
==========================================
  Files         503      503              
  Lines       46007    46445     +438     
  Branches     2891     2952      +61     
==========================================
+ Hits        37601    37993     +392     
- Misses       7528     7559      +31     
- Partials      878      893      +15     

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@njzjz njzjz linked an issue Apr 6, 2024 that may be closed by this pull request
source/tests/pt/test_multitask.py Outdated Show resolved Hide resolved
wanghan-iapcm and others added 3 commits April 7, 2024 00:10
Co-authored-by: Duo <50307526+iProzd@users.noreply.github.com>
Signed-off-by: Han Wang <92130845+wanghan-iapcm@users.noreply.github.com>
@wanghan-iapcm wanghan-iapcm added this pull request to the merge queue Apr 6, 2024
@github-merge-queue github-merge-queue bot removed this pull request from the merge queue due to failed status checks Apr 6, 2024
@wanghan-iapcm wanghan-iapcm added this pull request to the merge queue Apr 7, 2024
Merged via the queue into deepmodeling:devel with commit 39d027e Apr 7, 2024
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@wanghan-iapcm wanghan-iapcm deleted the atom-output-stat-1 branch April 7, 2024 02:29
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[Feature Request] Move the model output bias to atomic model
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