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Clean up backtracking gradient descent code

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Drop experimental singularity handling strategies. Reduce the default
tolerance to within 64-bit floating point precision. Report success.
This commit is contained in:
Aaron Fenyes 2024-07-15 13:15:15 -07:00
parent 25b09ebf92
commit 7b3efbc385
4 changed files with 41 additions and 82 deletions
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9
engine-proto/gram-test/sphere-in-tetrahedron.jl
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@ -37,9 +37,14 @@ guess = sqrt(1/BigFloat(3)) * BigFloat[
#=
L, history = Engine.realize_gram_newton(gram, guess)
=#
L, history = Engine.realize_gram(gram, guess, max_descent_steps = 50)
L, success, history = Engine.realize_gram(gram, guess)
completed_gram = L'*Engine.Q*L
println("Completed Gram matrix:\n")
display(completed_gram)
println("\nSteps: ", size(history.scaled_loss, 1))
if success
println("\nTarget accuracy achieved!")
else
println("\nFailed to reach target accuracy")
end
println("Steps: ", size(history.scaled_loss, 1))
println("Loss: ", history.scaled_loss[end], "\n")