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feat: Early version of Exa.TrkX pipeline on CPU #2164

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merged 7 commits into from
Jun 1, 2023

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benjaminhuth
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This allows to compile & run the Exa.TrkX pipeline on CPU. So far, I mainly want to use this to work on the code on machines with no GPU / without the heavy GPU dependencies.

In the future, this should be improved by making this configurable and replacing the brute force NN search with an optimized one.

@benjaminhuth benjaminhuth added the Component - Plugins Affects one or more Plugins label May 30, 2023
@benjaminhuth benjaminhuth added this to the next milestone May 30, 2023
@benjaminhuth benjaminhuth requested a review from andiwand May 30, 2023 13:43
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looks good to me

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codecov bot commented May 30, 2023

Codecov Report

Merging #2164 (9fb1520) into main (b0b6c8b) will not change coverage.
The diff coverage is n/a.

@@           Coverage Diff           @@
##             main    #2164   +/-   ##
=======================================
  Coverage   49.49%   49.49%           
=======================================
  Files         439      439           
  Lines       25127    25127           
  Branches    11601    11601           
=======================================
  Hits        12436    12436           
  Misses       4438     4438           
  Partials     8253     8253           

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github-actions bot commented May 31, 2023

📊 Physics performance monitoring for 9fb1520

Summary
Full report
Seeding: seeded, truth estimated, orthogonal
CKF: seeded, truth smeared, truth estimated, orthogonal
IVF: seeded, truth smeared, truth estimated, orthogonal
AMVF: seeded, truth smeared, truth estimated, orthogonal
Ambiguity resolution: seeded, orthogonal
Truth tracking
Truth tracking (GSF)

Vertexing

Vertexing vs. mu
IVF seeded

IVF truth_smeared

IVF truth_estimated

IVF orthogonal

AMVF seeded

AMVF truth_smeared

AMVF truth_estimated

AMVF orthogonal

Seeding

Seeding seeded

Seeding truth_estimated

Seeding orthogonal

CKF

CKF seeded

CKF truth_smeared

CKF truth_estimated

CKF orthogonal

Ambiguity resolution

seeded

Truth tracking (Kalman Filter)

Truth tracking

Truth tracking (GSF)

Truth tracking

@kodiakhq kodiakhq bot merged commit 720f9b5 into acts-project:main Jun 1, 2023
@github-actions github-actions bot removed the automerge label Jun 1, 2023
@paulgessinger paulgessinger modified the milestones: next, v27.0.0 Jun 20, 2023
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3 participants