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Speedup implementation of multivariate_normal and allow method of covariance decomposition #3673

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Speedup implementation of multivariate_normal and allow method of covariance decomposition

Speedup implementation of multivariate_normal and allow method of covariance decomposition #3673

Run time

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Job Run time
Check for changes
10s
Check code style (3.10)
17s
Check code style (3.12)
9s
Benchmarks
18m 4s
ubuntu-latest test py3.10 : fast-compile 0 : float32 0 : --doctest-modules pytensor --ignore=pytensor/misc/check_duplicate_key.py --ignore=pytensor/link
2m 58s
ubuntu-latest test py3.10 : fast-compile 0 : float32 0 : tests --ignore=tests/tensor --ignore=tests/scan --ignore=tests/sparse
7m 14s
ubuntu-latest test py3.10 : fast-compile 0 : float32 0 : tests/scan
11m 39s
ubuntu-latest test py3.10 : fast-compile 0 : float32 0 : tests/sparse
5m 15s
ubuntu-latest test py3.10 : fast-compile 0 : float32 0 : tests/tensor --ignore=tests/tensor/conv --ignore=tests/tensor/rewriting --ignore=tests/tensor/test_math.py --ignore=tests/tensor/test_basic.py --ignore=tests/tensor/test_blas.py --ignore=tests/tensor/test_math_scipy.py --ignore=tests/tensor/test_inplace.py --ignore=tests/tensor/test_elemwise.py
19m 0s
ubuntu-latest test py3.10 : fast-compile 0 : float32 0 : tests/tensor/conv
4m 22s
ubuntu-latest test py3.10 : fast-compile 0 : float32 0 : tests/tensor/rewriting
16m 6s
ubuntu-latest test py3.10 : fast-compile 0 : float32 0 : tests/tensor/test_basic.py tests/tensor/test_inplace.py
10m 38s
ubuntu-latest test py3.10 : fast-compile 0 : float32 0 : tests/tensor/test_blas.py tests/tensor/test_elemwise.py tests/tensor/test_math_scipy.py
11m 54s
ubuntu-latest test py3.12 : fast-compile 0 : float32 0 : --doctest-modules pytensor --ignore=pytensor/misc/check_duplicate_key.py --ignore=pytensor/link
3m 4s
ubuntu-latest test py3.12 : fast-compile 0 : float32 0 : tests --ignore=tests/tensor --ignore=tests/scan --ignore=tests/sparse
7m 38s
ubuntu-latest test py3.12 : fast-compile 0 : float32 0 : tests/scan
12m 0s
ubuntu-latest test py3.12 : fast-compile 0 : float32 0 : tests/sparse
5m 21s
ubuntu-latest test py3.12 : fast-compile 0 : float32 0 : tests/tensor --ignore=tests/tensor/conv --ignore=tests/tensor/rewriting --ignore=tests/tensor/test_math.py --ignore=tests/tensor/test_basic.py --ignore=tests/tensor/test_blas.py --ignore=tests/tensor/test_math_scipy.py --ignore=tests/tensor/test_inplace.py --ignore=tests/tensor/test_elemwise.py
19m 55s
ubuntu-latest test py3.12 : fast-compile 0 : float32 0 : tests/tensor/conv
4m 36s
ubuntu-latest test py3.12 : fast-compile 0 : float32 0 : tests/tensor/rewriting
17m 53s
ubuntu-latest test py3.12 : fast-compile 0 : float32 0 : tests/tensor/test_math.py
19m 17s
ubuntu-latest test py3.12 : fast-compile 0 : float32 0 : tests/tensor/test_basic.py tests/tensor/test_inplace.py
11m 12s
ubuntu-latest test py3.12 : fast-compile 0 : float32 0 : tests/tensor/test_blas.py tests/tensor/test_elemwise.py tests/tensor/test_math_scipy.py
12m 30s
ubuntu-latest test py3.12 : fast-compile 0 : float32 1 : tests --ignore=tests/tensor --ignore=tests/scan --ignore=tests/sparse
7m 48s
ubuntu-latest test py3.12 : fast-compile 0 : float32 1 : tests/scan
12m 5s
ubuntu-latest test py3.12 : fast-compile 0 : float32 1 : tests/sparse
5m 15s
ubuntu-latest test py3.12 : fast-compile 0 : float32 1 : tests/tensor --ignore=tests/tensor/conv --ignore=tests/tensor/rewriting --ignore=tests/tensor/test_math.py --ignore=tests/tensor/test_basic.py --ignore=tests/tensor/test_blas.py --ignore=tests/tensor/test_math_scipy.py --ignore=tests/tensor/test_inplace.py --ignore=tests/tensor/test_elemwise.py
20m 27s
ubuntu-latest test py3.12 : fast-compile 0 : float32 1 : tests/tensor/conv
4m 34s
ubuntu-latest test py3.12 : fast-compile 0 : float32 1 : tests/tensor/rewriting
17m 59s
ubuntu-latest test py3.12 : fast-compile 0 : float32 1 : tests/tensor/test_math.py
19m 37s
ubuntu-latest test py3.12 : fast-compile 0 : float32 1 : tests/tensor/test_basic.py tests/tensor/test_inplace.py
11m 48s
ubuntu-latest test py3.12 : fast-compile 0 : float32 1 : tests/tensor/test_blas.py tests/tensor/test_elemwise.py tests/tensor/test_math_scipy.py
12m 40s
ubuntu-latest test py3.12 : fast-compile 1 : float32 0 : tests --ignore=tests/tensor --ignore=tests/scan --ignore=tests/sparse
4m 55s
ubuntu-latest test py3.12 : fast-compile 1 : float32 0 : tests/scan
6m 58s
ubuntu-latest test py3.12 : fast-compile 1 : float32 0 : tests/sparse
2m 40s
ubuntu-latest test py3.12 : fast-compile 1 : float32 0 : tests/tensor --ignore=tests/tensor/conv --ignore=tests/tensor/rewriting --ignore=tests/tensor/test_math.py --ignore=tests/tensor/test_basic.py --ignore=tests/tensor/test_blas.py --ignore=tests/tensor/test_math_scipy.py --ignore=tests/tensor/test_inplace.py --ignore=tests/tensor/test_elemwise.py
11m 44s
ubuntu-latest test py3.12 : fast-compile 1 : float32 0 : tests/tensor/conv
4m 12s
ubuntu-latest test py3.12 : fast-compile 1 : float32 0 : tests/tensor/rewriting
11m 12s
ubuntu-latest test py3.12 : fast-compile 1 : float32 0 : tests/tensor/test_math.py
3m 39s
ubuntu-latest test py3.12 : fast-compile 1 : float32 0 : tests/tensor/test_basic.py tests/tensor/test_inplace.py
3m 20s
ubuntu-latest test py3.12 : fast-compile 1 : float32 0 : tests/tensor/test_blas.py tests/tensor/test_elemwise.py tests/tensor/test_math_scipy.py
9m 54s
ubuntu-latest test py3.10 : fast-compile 0 : float32 0 : tests/link/numba
23m 41s
ubuntu-latest test py3.12 : fast-compile 0 : float32 0 : tests/link/numba
25m 3s
ubuntu-latest test py3.10 : fast-compile 0 : float32 0 : tests/link/jax
4m 7s
ubuntu-latest test py3.12 : fast-compile 0 : float32 0 : tests/link/jax
4m 18s
ubuntu-latest test py3.10 : fast-compile 0 : float32 0 : tests/link/pytorch
4m 13s
macos-15 test py3.12 : fast-compile 0 : float32 0 : tests/tensor/test_blas.py tests/tensor/test_elemwise.py tests/tensor/test_math_scipy.py
9m 9s
All tests
1s
Upload coverage
0s
7h 42m 31s