Organisationsahrefsocannl0a45e7 ()debian-12-5.3_arm64_opam-2.4

debian-12-5.3_arm64_opam-2.4

Logs

Show full logs
2025-08-09 19:35.30: New job: test ahrefs/ocannl https://github.com/ahrefs/ocannl.git#refs/heads/master (0a45e7bcf9b7b1db567ee41da3a7900ddc038883) (linux-arm64:debian-12-5.3_arm64_opam-2.4)
Base: ocaml/opam:debian-12-ocaml-5.3@sha256:32ac73f1e1e94e5b51b538ec5bf10459f08ccdd1329a22c26eea8642541b3ba0
Opam project build

To reproduce locally:

git clone --recursive "https://github.com/ahrefs/ocannl.git" -b "master" && cd "ocannl" && git reset --hard 0a45e7bc
cat > Dockerfile <<'END-OF-DOCKERFILE'
FROM ocaml/opam:debian-12-ocaml-5.3@sha256:32ac73f1e1e94e5b51b538ec5bf10459f08ccdd1329a22c26eea8642541b3ba0
# debian-12-5.3_arm64_opam-2.4
USER 1000:1000
ENV CLICOLOR_FORCE="1"
ENV OPAMCOLOR="always"
WORKDIR /src
RUN sudo ln -f /usr/bin/opam-2.4 /usr/bin/opam
RUN opam init --reinit -ni
RUN uname -rs && opam exec -- ocaml -version && opam --version
WORKDIR /src
RUN sudo chown opam /src
RUN cd ~/opam-repository && (git cat-file -e e77940d8ff8706305602d0d643bf01c77beef2e7 || git fetch origin master) && git reset -q --hard e77940d8ff8706305602d0d643bf01c77beef2e7 && git log --no-decorate -n1 --oneline && opam update -u
COPY --chown=1000:1000 neural_nets_lib.opam arrayjit.opam ./
RUN opam pin add -yn neural_nets_lib.dev './' && \
    opam pin add -yn arrayjit.dev './'
RUN echo '(lang dune 3.0)' > './dune-project'
ENV DEPS="angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 dune-private-libs.3.19.1 dune-site.3.19.1 dyn.3.19.1 fieldslib.v0.17.0 fmt.0.11.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.9.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 ordering.3.19.1 parsexp.v0.17.0 pp.2.0.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.1 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.13.2 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 stdune.3.19.1 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.1.0 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0"
ENV CI="true"
ENV OCAMLCI="true"
RUN opam update --depexts && opam install --cli=2.4 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS
RUN opam install $DEPS
COPY --chown=1000:1000 . /src
RUN opam exec -- dune build @install @check @runtest && rm -rf _build

END-OF-DOCKERFILE
docker build .
END-REPRO-BLOCK

2025-08-09 19:35.30: Using cache hint "ahrefs/ocannl-ocaml/opam:debian-12-ocaml-5.3@sha256:32ac73f1e1e94e5b51b538ec5bf10459f08ccdd1329a22c26eea8642541b3ba0-debian-12-5.3_arm64_opam-2.4-83f2c92a8149933d384aef7c4711fb31"
2025-08-09 19:35.30: Using OBuilder spec:
((from ocaml/opam:debian-12-ocaml-5.3@sha256:32ac73f1e1e94e5b51b538ec5bf10459f08ccdd1329a22c26eea8642541b3ba0)
 (comment debian-12-5.3_arm64_opam-2.4)
 (user (uid 1000) (gid 1000))
 (env CLICOLOR_FORCE 1)
 (env OPAMCOLOR always)
 (workdir /src)
 (run (shell "sudo ln -f /usr/bin/opam-2.4 /usr/bin/opam"))
 (run (shell "opam init --reinit -ni"))
 (run (shell "uname -rs && opam exec -- ocaml -version && opam --version"))
 (workdir /src)
 (run (shell "sudo chown opam /src"))
 (run (cache (opam-archives (target /home/opam/.opam/download-cache)))
      (network host)
      (shell "cd ~/opam-repository && (git cat-file -e e77940d8ff8706305602d0d643bf01c77beef2e7 || git fetch origin master) && git reset -q --hard e77940d8ff8706305602d0d643bf01c77beef2e7 && git log --no-decorate -n1 --oneline && opam update -u"))
 (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./))
 (run (network host)
      (shell  "opam pin add -yn neural_nets_lib.dev './' && \
             \nopam pin add -yn arrayjit.dev './'"))
 (run (network host)
      (shell "echo '(lang dune 3.0)' > './dune-project'"))
 (env DEPS "angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 dune-private-libs.3.19.1 dune-site.3.19.1 dyn.3.19.1 fieldslib.v0.17.0 fmt.0.11.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.9.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 ordering.3.19.1 parsexp.v0.17.0 pp.2.0.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.1 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.13.2 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 stdune.3.19.1 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.1.0 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0")
 (env CI true)
 (env OCAMLCI true)
 (run (cache (opam-archives (target /home/opam/.opam/download-cache)))
      (network host)
      (shell "opam update --depexts && opam install --cli=2.4 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS"))
 (run (cache (opam-archives (target /home/opam/.opam/download-cache)))
      (network host)
      (shell "opam install $DEPS"))
 (copy (src .) (dst /src))
 (run (shell "opam exec -- dune build @install @check @runtest && rm -rf _build"))
)

2025-08-09 19:35.30: Waiting for resource in pool OCluster
2025-08-09 19:35.30: Waiting for worker…
2025-08-09 19:35.30: Got resource from pool OCluster
Building on okypous.caelum.ci.dev
HEAD is now at 2d00d552 Third pass on bidirectional precision inference: include top-down tensors with precision specified by the user in bottom-up propagation
HEAD is now at 0a45e7bc Fourth pass on bidirectional precision inference: don't force precisions from below from defaults when inferring

(from ocaml/opam:debian-12-ocaml-5.3@sha256:32ac73f1e1e94e5b51b538ec5bf10459f08ccdd1329a22c26eea8642541b3ba0)
Unable to find image 'ocaml/opam:debian-12-ocaml-5.3@sha256:32ac73f1e1e94e5b51b538ec5bf10459f08ccdd1329a22c26eea8642541b3ba0' locally
docker.io/ocaml/opam@sha256:32ac73f1e1e94e5b51b538ec5bf10459f08ccdd1329a22c26eea8642541b3ba0: Pulling from ocaml/opam
03e896d35897: Pulling fs layer
03e896d35897: Verifying Checksum
03e896d35897: Download complete
03e896d35897: Pull complete
Digest: sha256:32ac73f1e1e94e5b51b538ec5bf10459f08ccdd1329a22c26eea8642541b3ba0
Status: Downloaded newer image for ocaml/opam@sha256:32ac73f1e1e94e5b51b538ec5bf10459f08ccdd1329a22c26eea8642541b3ba0
2025-08-09 19:35.31 ---> using "2b6a049f628b0e00612e07a678630afc4e1995fa41a088af5fe5eeb111627646" from cache

/: (comment debian-12-5.3_arm64_opam-2.4)

/: (user (uid 1000) (gid 1000))

/: (env CLICOLOR_FORCE 1)

/: (env OPAMCOLOR always)

/: (workdir /src)

/src: (run (shell "sudo ln -f /usr/bin/opam-2.4 /usr/bin/opam"))
2025-08-09 19:35.31 ---> using "cba8234b8fc7799840b819194970153b4c991d7b1e1d82124d5507e801b4b303" from cache

/src: (run (shell "opam init --reinit -ni"))
Configuring from /home/opam/.opamrc and then from built-in defaults.
Checking for available remotes: rsync and local, git.
  - you won't be able to use mercurial repositories unless you install the hg command on your system.
  - you won't be able to use darcs repositories unless you install the darcs command on your system.

This version of opam requires an update to the layout of /home/opam/.opam from version 2.0 to version 2.2, which can't be reverted.
You may want to back it up before going further.

Continue? [Y/n] y
Format upgrade done.

<><> Updating repositories ><><><><><><><><><><><><><><><><><><><><><><><><><><>
[default] Initialised
2025-08-09 19:35.31 ---> using "8dbf3a4131ae0c175d927b879174fa9270802ccae27e32926d61bf19cf3a4497" from cache

/src: (run (shell "uname -rs && opam exec -- ocaml -version && opam --version"))
Linux 5.15.0-138-generic
The OCaml toplevel, version 5.3.0
2.4.1
2025-08-09 19:35.31 ---> using "e0fc09850a6640eb14b5e2cbe9dc5457cf1cba3fe1d428d41b18b5e0bcda5dd0" from cache

/src: (workdir /src)

/src: (run (shell "sudo chown opam /src"))
2025-08-09 19:35.31 ---> using "831ba7eb77537e6f779e2883ed3a8091bde4df00df74b12629337c0cdd9a70a6" from cache

/src: (run (cache (opam-archives (target /home/opam/.opam/download-cache)))
           (network host)
           (shell "cd ~/opam-repository && (git cat-file -e e77940d8ff8706305602d0d643bf01c77beef2e7 || git fetch origin master) && git reset -q --hard e77940d8ff8706305602d0d643bf01c77beef2e7 && git log --no-decorate -n1 --oneline && opam update -u"))
e77940d8ff Merge pull request #28255 from dbuenzli/b0-publish-fmt.0.11.0

<><> Updating package repositories ><><><><><><><><><><><><><><><><><><><><><><>
[default] synchronised from git+file:///home/opam/opam-repository

Already up-to-date.
Nothing to do.
# To update the current shell environment, run: eval $(opam env)
2025-08-09 19:35.31 ---> using "f0f83808cc3474050c820f9d75dac216389402078f4585de58de82b1f5413edf" from cache

/src: (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./))
2025-08-09 19:35.31 ---> using "72f2efb81e2594c9611e30f45a9a6c448bc6634a06956ef448d21bc50a94000d" from cache

/src: (run (network host)
           (shell  "opam pin add -yn neural_nets_lib.dev './' && \
                  \nopam pin add -yn arrayjit.dev './'"))
[neural_nets_lib.dev] synchronised (file:///src)
neural_nets_lib is now pinned to file:///src (version dev)
[arrayjit.dev] synchronised (file:///src)
arrayjit is now pinned to file:///src (version dev)
2025-08-09 19:35.31 ---> using "2d67ca608efa6581eb325d5463a7b2cfdc0eb3e979483362172b51de89adcfdd" from cache

/src: (run (network host)
           (shell "echo '(lang dune 3.0)' > './dune-project'"))
2025-08-09 19:35.31 ---> using "746a63050d5cfd149fdfa88de31164d9cd799a68c63b1ec5c77d388c59487124" from cache

/src: (env DEPS "angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 dune-private-libs.3.19.1 dune-site.3.19.1 dyn.3.19.1 fieldslib.v0.17.0 fmt.0.11.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.9.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 ordering.3.19.1 parsexp.v0.17.0 pp.2.0.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.1 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.13.2 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 stdune.3.19.1 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.1.0 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0")

/src: (env CI true)

/src: (env OCAMLCI true)

/src: (run (cache (opam-archives (target /home/opam/.opam/download-cache)))
           (network host)
           (shell "opam update --depexts && opam install --cli=2.4 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS"))
+ /usr/bin/sudo "apt-get" "update"
- Hit:1 http://deb.debian.org/debian bookworm InRelease
- Get:2 http://deb.debian.org/debian bookworm-updates InRelease [55.4 kB]
- Get:3 http://deb.debian.org/debian-security bookworm-security InRelease [48.0 kB]
- Get:4 http://deb.debian.org/debian bookworm-updates/main arm64 Packages.diff/Index [19.6 kB]
- Ign:4 http://deb.debian.org/debian bookworm-updates/main arm64 Packages.diff/Index
- Get:5 http://deb.debian.org/debian bookworm-updates/main arm64 Packages [6936 B]
- Get:6 http://deb.debian.org/debian-security bookworm-security/main arm64 Packages [268 kB]
- Fetched 398 kB in 0s (851 kB/s)
- Reading package lists...
- 

<><> Synchronising pinned packages ><><><><><><><><><><><><><><><><><><><><><><>
[arrayjit.dev] synchronised (file:///src)
[neural_nets_lib.dev] synchronised (file:///src)

[NOTE] Package ocaml-options-vanilla is already installed (current version is 1).
[NOTE] Package ocaml-config is already installed (current version is 3).
[NOTE] Package ocaml-compiler is already installed (current version is 5.3.0).
[NOTE] Package ocaml-base-compiler is already installed (current version is 5.3.0).
[NOTE] Package ocaml is already installed (current version is 5.3.0).
[NOTE] Package base-unix is already installed (current version is base).
[NOTE] Package base-threads is already installed (current version is base).
[NOTE] Package base-nnp is already installed (current version is base).
[NOTE] Package base-effects is already installed (current version is base).
[NOTE] Package base-domains is already installed (current version is base).
[NOTE] Package base-bigarray is already installed (current version is base).

The following system packages will first need to be installed:
    libcurl4-gnutls-dev libffi-dev pkg-config zlib1g-dev

<><> Handling external dependencies <><><><><><><><><><><><><><><><><><><><><><>

+ /usr/bin/sudo "apt-get" "install" "-qq" "-yy" "libcurl4-gnutls-dev" "libffi-dev" "pkg-config" "zlib1g-dev"
- debconf: delaying package configuration, since apt-utils is not installed
- Selecting previously unselected package libcurl4-gnutls-dev:arm64.
- (Reading database ... 
(Reading database ... 5%
(Reading database ... 10%
(Reading database ... 15%
(Reading database ... 20%
(Reading database ... 25%
(Reading database ... 30%
(Reading database ... 35%
(Reading database ... 40%
(Reading database ... 45%
(Reading database ... 50%
(Reading database ... 55%
(Reading database ... 60%
(Reading database ... 65%
(Reading database ... 70%
(Reading database ... 75%
(Reading database ... 80%
(Reading database ... 85%
(Reading database ... 90%
(Reading database ... 95%
(Reading database ... 100%
(Reading database ... 18801 files and directories currently installed.)
- Preparing to unpack .../0-libcurl4-gnutls-dev_7.88.1-10+deb12u12_arm64.deb ...
- Unpacking libcurl4-gnutls-dev:arm64 (7.88.1-10+deb12u12) ...
- Selecting previously unselected package libffi-dev:arm64.
- Preparing to unpack .../1-libffi-dev_3.4.4-1_arm64.deb ...
- Unpacking libffi-dev:arm64 (3.4.4-1) ...
- Selecting previously unselected package libpkgconf3:arm64.
- Preparing to unpack .../2-libpkgconf3_1.8.1-1_arm64.deb ...
- Unpacking libpkgconf3:arm64 (1.8.1-1) ...
- Selecting previously unselected package pkgconf-bin.
- Preparing to unpack .../3-pkgconf-bin_1.8.1-1_arm64.deb ...
- Unpacking pkgconf-bin (1.8.1-1) ...
- Selecting previously unselected package pkgconf:arm64.
- Preparing to unpack .../4-pkgconf_1.8.1-1_arm64.deb ...
- Unpacking pkgconf:arm64 (1.8.1-1) ...
- Selecting previously unselected package pkg-config:arm64.
- Preparing to unpack .../5-pkg-config_1.8.1-1_arm64.deb ...
- Unpacking pkg-config:arm64 (1.8.1-1) ...
- Selecting previously unselected package zlib1g-dev:arm64.
- Preparing to unpack .../6-zlib1g-dev_1%3a1.2.13.dfsg-1_arm64.deb ...
- Unpacking zlib1g-dev:arm64 (1:1.2.13.dfsg-1) ...
- Setting up libcurl4-gnutls-dev:arm64 (7.88.1-10+deb12u12) ...
- Setting up libffi-dev:arm64 (3.4.4-1) ...
- Setting up libpkgconf3:arm64 (1.8.1-1) ...
- Setting up pkgconf-bin (1.8.1-1) ...
- Setting up zlib1g-dev:arm64 (1:1.2.13.dfsg-1) ...
- Setting up pkgconf:arm64 (1.8.1-1) ...
- Setting up pkg-config:arm64 (1.8.1-1) ...
- Processing triggers for libc-bin (2.36-9+deb12u10) ...
2025-08-09 19:35.31 ---> using "6937e0f1581050a60884411271944c40f959e519e9a345988c1bc5e1d1527b51" from cache

/src: (run (cache (opam-archives (target /home/opam/.opam/download-cache)))
           (network host)
           (shell "opam install $DEPS"))
[NOTE] Package ocaml-options-vanilla is already installed (current version is 1).
[NOTE] Package ocaml-config is already installed (current version is 3).
[NOTE] Package ocaml-compiler is already installed (current version is 5.3.0).
[NOTE] Package ocaml-base-compiler is already installed (current version is 5.3.0).
[NOTE] Package ocaml is already installed (current version is 5.3.0).
[NOTE] Package base-unix is already installed (current version is base).
[NOTE] Package base-threads is already installed (current version is base).
[NOTE] Package base-nnp is already installed (current version is base).
[NOTE] Package base-effects is already installed (current version is base).
[NOTE] Package base-domains is already installed (current version is base).
[NOTE] Package base-bigarray is already installed (current version is base).
The following actions will be performed:
=== install 87 packages
  - install angstrom                0.16.1
  - install astring                 0.8.5
  - install backoff                 0.1.1
  - install base                    v0.17.3
  - install base-bytes              base
  - install bigarray-compat         1.1.0
  - install bigstringaf             0.10.0
  - install camlp-streams           5.0.1
  - install camlzip                 1.13
  - install cmdliner                1.3.0
  - install conf-libcurl            2
  - install conf-libffi             2.0.0
  - install conf-pkg-config         4
  - install conf-zlib               1
  - install cppo                    1.8.0
  - install csexp                   1.5.2
  - install csv                     2.4
  - install ctypes                  0.23.0
  - install ctypes-foreign          0.23.0
  - install curl                    0.10.0
  - install dune                    3.19.1
  - install dune-configurator       3.19.1
  - install dune-private-libs       3.19.1
  - install dune-site               3.19.1
  - install dyn                     3.19.1
  - install fieldslib               v0.17.0
  - install fmt                     0.11.0
  - install integers                0.7.0
  - install jane-street-headers     v0.17.0
  - install jst-config              v0.17.0
  - install logs                    0.9.0
  - install mdx                     2.5.0
  - install mtime                   2.1.0
  - install multicore-magic         2.3.1
  - install num                     1.6
  - install ocaml-compiler-libs     v0.17.0
  - install ocaml-syntax-shims      1.0.0
  - install ocaml-version           4.0.1
  - install ocaml_intrinsics_kernel v0.17.1
  - install ocamlbuild              0.16.1
  - install ocamlfind               1.9.8
  - install ordering                3.19.1
  - install parsexp                 v0.17.0
  - install pp                      2.0.0
  - install pprint                  20230830
  - install ppx_assert              v0.17.0
  - install ppx_base                v0.17.0
  - install ppx_cold                v0.17.0
  - install ppx_compare             v0.17.0
  - install ppx_derivers            1.2.1
  - install ppx_deriving            6.1.1
  - install ppx_enumerate           v0.17.0
  - install ppx_expect              v0.17.3
  - install ppx_fields_conv         v0.17.0
  - install ppx_globalize           v0.17.2
  - install ppx_hash                v0.17.0
  - install ppx_here                v0.17.0
  - install ppx_inline_test         v0.17.1
  - install ppx_minidebug           2.3.0
  - install ppx_optcomp             v0.17.1
  - install ppx_sexp_conv           v0.17.1
  - install ppx_string              v0.17.0
  - install ppx_variants_conv       v0.17.1
  - install ppxlib                  0.36.0
  - install ppxlib_jane             v0.17.4
  - install printbox                0.12
  - install printbox-ext-plot       0.12
  - install printbox-html           0.12
  - install printbox-md             0.12
  - install printbox-text           0.12
  - install ptime                   1.2.0
  - install re                      1.13.2
  - install result                  1.5
  - install saturn_lockfree         0.5.0
  - install seq                     base
  - install sexplib                 v0.17.0
  - install sexplib0                v0.17.0
  - install stdio                   v0.17.0
  - install stdlib-shims            0.3.0
  - install stdune                  3.19.1
  - install thread-local-storage    0.2
  - install time_now                v0.17.0
  - install topkg                   1.1.0
  - install tyxml                   4.6.0
  - install uucp                    16.0.0
  - install uutf                    1.0.4
  - install variantslib             v0.17.0

<><> Processing actions <><><><><><><><><><><><><><><><><><><><><><><><><><><><>
-> retrieved angstrom.0.16.1  (cached)
-> retrieved astring.0.8.5  (cached)
-> retrieved backoff.0.1.1  (cached)
-> retrieved bigarray-compat.1.1.0  (cached)
-> retrieved bigstringaf.0.10.0  (cached)
-> retrieved base.v0.17.3  (cached)
-> retrieved camlp-streams.5.0.1  (cached)
-> retrieved camlzip.1.13  (cached)
-> installed conf-libcurl.2
-> retrieved cmdliner.1.3.0  (cached)
-> retrieved cppo.1.8.0  (cached)
-> installed conf-pkg-config.4
-> retrieved csexp.1.5.2  (cached)
-> retrieved csv.2.4  (cached)
-> retrieved ctypes.0.23.0, ctypes-foreign.0.23.0  (cached)
-> installed conf-libffi.2.0.0
-> installed conf-zlib.1
-> retrieved curl.0.10.0  (cached)
-> retrieved fieldslib.v0.17.0  (cached)
-> retrieved integers.0.7.0  (cached)
-> retrieved fmt.0.11.0  (cached)
-> retrieved jane-street-headers.v0.17.0  (cached)
-> retrieved jst-config.v0.17.0  (cached)
-> retrieved logs.0.9.0  (cached)
-> retrieved mtime.2.1.0  (cached)
-> retrieved multicore-magic.2.3.1  (cached)
-> retrieved mdx.2.5.0  (cached)
-> retrieved num.1.6  (cached)
-> retrieved ocaml-compiler-libs.v0.17.0  (cached)
-> retrieved ocaml-syntax-shims.1.0.0  (cached)
-> retrieved ocaml-version.4.0.1  (cached)
-> retrieved ocaml_intrinsics_kernel.v0.17.1  (cached)
-> retrieved ocamlbuild.0.16.1  (cached)
-> retrieved dune.3.19.1, dune-configurator.3.19.1, dune-private-libs.3.19.1, dune-site.3.19.1, dyn.3.19.1, ordering.3.19.1, stdune.3.19.1  (cached)
-> retrieved ocamlfind.1.9.8  (cached)
-> retrieved parsexp.v0.17.0  (cached)
-> retrieved pp.2.0.0  (cached)
-> retrieved pprint.20230830  (cached)
-> retrieved ppx_assert.v0.17.0  (cached)
-> retrieved ppx_base.v0.17.0  (cached)
-> retrieved ppx_cold.v0.17.0  (cached)
-> retrieved ppx_compare.v0.17.0  (cached)
-> retrieved ppx_derivers.1.2.1  (cached)
-> retrieved ppx_enumerate.v0.17.0  (cached)
-> retrieved ppx_deriving.6.1.1  (cached)
-> retrieved ppx_expect.v0.17.3  (cached)
-> installed cmdliner.1.3.0
-> installed num.1.6
-> retrieved ppx_fields_conv.v0.17.0  (cached)
-> retrieved ppx_globalize.v0.17.2  (cached)
-> retrieved ppx_hash.v0.17.0  (cached)
-> retrieved ppx_here.v0.17.0  (cached)
-> retrieved ppx_inline_test.v0.17.1  (cached)
-> retrieved ppx_optcomp.v0.17.1  (cached)
-> retrieved ppx_string.v0.17.0  (cached)
-> retrieved ppx_sexp_conv.v0.17.1  (cached)
-> retrieved ppx_variants_conv.v0.17.1  (cached)
-> retrieved ppxlib_jane.v0.17.4  (cached)
-> retrieved ppx_minidebug.2.3.0  (cached)
-> retrieved ptime.1.2.0  (cached)
-> retrieved re.1.13.2  (cached)
-> retrieved result.1.5  (cached)
-> retrieved ppxlib.0.36.0  (cached)
-> retrieved seq.base  (cached)
-> installed seq.base
-> retrieved printbox.0.12, printbox-ext-plot.0.12, printbox-html.0.12, printbox-md.0.12, printbox-text.0.12  (cached)
-> retrieved saturn_lockfree.0.5.0  (cached)
-> retrieved sexplib.v0.17.0  (cached)
-> retrieved sexplib0.v0.17.0  (cached)
-> retrieved stdio.v0.17.0  (cached)
-> retrieved stdlib-shims.0.3.0  (cached)
-> retrieved thread-local-storage.0.2  (cached)
-> retrieved time_now.v0.17.0  (cached)
-> retrieved topkg.1.1.0  (cached)
-> retrieved tyxml.4.6.0  (cached)
-> retrieved uutf.1.0.4  (cached)
-> retrieved variantslib.v0.17.0  (cached)
-> retrieved uucp.16.0.0  (cached)
-> installed ocamlfind.1.9.8
-> installed base-bytes.base
-> installed camlzip.1.13
-> installed ocamlbuild.0.16.1
-> installed topkg.1.1.0
-> installed uutf.1.0.4
-> installed mtime.2.1.0
-> installed fmt.0.11.0
-> installed ptime.1.2.0
-> installed astring.0.8.5
-> installed logs.0.9.0
-> installed dune.3.19.1
-> installed backoff.0.1.1
-> installed bigarray-compat.1.1.0
-> installed camlp-streams.5.0.1
-> installed csexp.1.5.2
-> installed cppo.1.8.0
-> installed csv.2.4
-> installed jane-street-headers.v0.17.0
-> installed multicore-magic.2.3.1
-> installed ocaml-compiler-libs.v0.17.0
-> installed ocaml-syntax-shims.1.0.0
-> installed ocaml-version.4.0.1
-> installed ocaml_intrinsics_kernel.v0.17.1
-> installed pp.2.0.0
-> installed pprint.20230830
-> installed ppx_derivers.1.2.1
-> installed printbox.0.12
-> installed re.1.13.2
-> installed result.1.5
-> installed sexplib0.v0.17.0
-> installed stdlib-shims.0.3.0
-> installed thread-local-storage.0.2
-> installed saturn_lockfree.0.5.0
-> installed integers.0.7.0
-> installed ordering.3.19.1
-> installed parsexp.v0.17.0
-> installed dune-configurator.3.19.1
-> installed mdx.2.5.0
-> installed bigstringaf.0.10.0
-> installed sexplib.v0.17.0
-> installed dyn.3.19.1
-> installed tyxml.4.6.0
-> installed angstrom.0.16.1
-> installed curl.0.10.0
-> installed printbox-html.0.12
-> installed stdune.3.19.1
-> installed base.v0.17.3
-> installed ctypes.0.23.0
-> installed fieldslib.v0.17.0
-> installed variantslib.v0.17.0
-> installed stdio.v0.17.0
-> installed dune-private-libs.3.19.1
-> installed ctypes-foreign.0.23.0
-> installed dune-site.3.19.1
-> installed ppxlib.0.36.0
-> installed uucp.16.0.0
-> installed ppxlib_jane.v0.17.4
-> installed ppx_optcomp.v0.17.1
-> installed printbox-text.0.12
-> installed ppx_cold.v0.17.0
-> installed ppx_here.v0.17.0
-> installed ppx_variants_conv.v0.17.1
-> installed printbox-md.0.12
-> installed ppx_fields_conv.v0.17.0
-> installed printbox-ext-plot.0.12
-> installed ppx_deriving.6.1.1
-> installed ppx_enumerate.v0.17.0
-> installed ppx_globalize.v0.17.2
-> installed ppx_compare.v0.17.0
-> installed ppx_sexp_conv.v0.17.1
-> installed ppx_hash.v0.17.0
-> installed ppx_assert.v0.17.0
-> installed ppx_minidebug.2.3.0
-> installed ppx_base.v0.17.0
-> installed jst-config.v0.17.0
-> installed ppx_string.v0.17.0
-> installed time_now.v0.17.0
-> installed ppx_inline_test.v0.17.1
-> installed ppx_expect.v0.17.3
Done.
# To update the current shell environment, run: eval $(opam env)
2025-08-09 19:35.31 ---> using "a742e62c43f45cf2324586548346c7df05ba9ab17027e1d17ab7bd220074c3bf" from cache

/src: (copy (src .) (dst /src))
2025-08-09 19:35.31 ---> saved as "4371526ca9cd5496565dd94fbfde7e5e97f5c55dba881bb9b12a84e2dd19be31"

/src: (run (shell "opam exec -- dune build @install @check @runtest && rm -rf _build"))
File "arrayjit/test/dune", line 6, characters 16-24:
6 |   (pps ppx_here ppx_jane)))
                    ^^^^^^^^
Error: Library "ppx_jane" not found.
-> required by
   _build/default/arrayjit/test/.merlin-conf/exe-test_numerical_types
-> required by alias arrayjit/test/check
(cd _build/default/test/operations/config && ../../../arrayjit/bin/read_config.exe --read=backend)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Wrote value of 'backend' to ocannl_backend.txt
File "test/operations/dune", lines 19-29, characters 0-281:
19 | (rule
20 |  (alias runtest)
21 |  (target
22 |   (dir log_files))
23 |  (action
24 |   (run
25 |    %{dep:micrograd_demo_logging.exe}
26 |    "--ocannl_debug_backend=text"
27 |    "--ocannl_log_file_stem=micrograd_demo_logging"
28 |    "--ocannl_log_main_domain_to_stdout=false"
29 |    "--ocannl_debug_log_to_stream_files=true")))
(cd _build/default/test/operations && ./micrograd_demo_logging.exe --ocannl_debug_backend=text --ocannl_log_file_stem=micrograd_demo_logging --ocannl_log_main_domain_to_stdout=false --ocannl_debug_log_to_stream_files=true)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Retrieving commandline, environment, or config file variable ocannl_backend
Found multicore_cc, in the config file
Retrieving commandline, environment, or config file variable ocannl_never_capture_stdout
Not found, using default false
Fatal error: exception Sys_error("build_files: File exists")
Raised by primitive operation at Utils.build_file in file "arrayjit/lib/utils.ml", line 247, characters 30-68
Called from Utils.output_to_build_file in file "arrayjit/lib/utils.ml", line 707, characters 40-56
Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", line 251, characters 26-86
Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 247-256, characters 34-47
Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 440, characters 6-59
Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 439-440, characters 4-59
Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 438-446, characters 26-99
Called from Ocannl__Train.to_routine in file "lib/train.ml", line 319, characters 26-82
Called from Ocannl__Train.init_params in file "lib/train.ml", line 339, characters 13-72
Called from Ocannl__Train.run_once in file "lib/train.ml", line 512, characters 9-73
Re-raised at Ocannl__Train.run_once in file "lib/train.ml", line 512, characters 9-73
Re-raised at Ocannl__Train.run_once in file "lib/train.ml", lines 493-516, characters 25-17
Called from Dune__exe__Micrograd_demo_logging.(fun) in file "test/operations/micrograd_demo_logging.ml", line 30, characters 9-47
Called from Utils.capture_stdout_logs in file "arrayjit/lib/utils.ml", line 858, characters 10-16
Re-raised at Utils.capture_stdout_logs in file "arrayjit/lib/utils.ml", line 889, characters 8-87
Called from Dune__exe__Micrograd_demo_logging in file "test/operations/micrograd_demo_logging.ml", lines 29-34, characters 2-27
(cd _build/default/test/operations && ./threefry4x32_demo.exe --ocannl_output_prec_in_ll_files=true --ocannl_output_debug_files_in_build_directory=true --ocannl_clean_up_artifacts_on_startup=true)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Generated 48 uniform random numbers:
  [0]: 0.831543
  [1]: 0.237549
  [2]: 0.951172
  [3]: 0.120911
  [4]: 0.862793
  [5]: 0.485352
  [6]: 0.674316
  [7]: 0.235840
  [8]: 0.940918
  [9]: 0.007248
  [10]: 0.228271
  [11]: 0.902832
  [12]: 0.403564
  [13]: 0.635254
  [14]: 0.440674
  [15]: 0.443604
  [16]: 0.985352
  [17]: 0.635254
  [18]: 0.252686
  [19]: 0.655762
  [20]: 0.506836
  [21]: 0.048828
  [22]: 0.914551
  [23]: 0.854004
  [24]: 0.942871
  [25]: 0.836426
  [26]: 0.276855
  [27]: 0.749023
  [28]: 0.879883
  [29]: 0.045044
  [30]: 0.203247
  [31]: 0.380127
  [32]: 0.145630
  [33]: 0.250000
  [34]: 0.541016
  [35]: 0.626953
  [36]: 0.852051
  [37]: 0.109009
  [38]: 0.480713
  [39]: 0.904785
  [40]: 0.415039
  [41]: 0.346924
  [42]: 0.269287
  [43]: 0.016891
  [44]: 0.469238
  [45]: 0.454346
  [46]: 0.672852
  [47]: 0.538086
(cd _build/default/test/operations && ./top_down_prec.exe --ocannl_output_prec_in_ll_files=true --ocannl_output_debug_files_in_build_directory=true --ocannl_clean_up_artifacts_on_startup=false)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
                      #8 *._d
                       8.00
                      #9 grad_*._d Virt/30
                      <void>
             #6 + Virt/152                 β”‚#4 c non-emb
             <void>                        β”‚ 2.00
             #7 grad_+ Virt/30             β”‚#5 grad_c Local/26030
             <void>                        β”‚<void>
#0 a non-emb         β”‚#2 b non-emb         β”‚
 2.00                β”‚ 2.00                β”‚
#1 grad_a Local/26030β”‚#3 grad_b Local/26030β”‚
<void>               β”‚<void>               β”‚
File "test/operations/test_vec_simple.expected", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/operations/test_vec_simple.expected _build/default/test/operations/test_vec_simple.exe.output
diff --git a/_build/default/test/operations/test_vec_simple.expected b/_build/default/test/operations/test_vec_simple.exe.output
index 3b73538..b715a8e 100644
--- a/_build/default/test/operations/test_vec_simple.expected
+++ b/_build/default/test/operations/test_vec_simple.exe.output
@@ -1,7 +1,7 @@
 Retrieving commandline, environment, or config file variable ocannl_log_level
 Found 0, in the config file
 Generated 4 uniform random numbers:
-  [0]: 0.756113
-  [1]: 0.758716
-  [2]: 0.479668
-  [3]: 0.865075
+  [0]: 0.237546
+  [1]: 0.120910
+  [2]: 0.485426
+  [3]: 0.235820
File "test/operations/threefry4x32_demo.expected", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/operations/threefry4x32_demo.expected _build/default/test/operations/threefry4x32_demo.exe.output
diff --git a/_build/default/test/operations/threefry4x32_demo.expected b/_build/default/test/operations/threefry4x32_demo.exe.output
index 89351b8..22519b8 100644
--- a/_build/default/test/operations/threefry4x32_demo.expected
+++ b/_build/default/test/operations/threefry4x32_demo.exe.output
@@ -1,47 +1,51 @@
 Retrieving commandline, environment, or config file variable ocannl_log_level
 Found 0, in the config file
-Generated 44 uniform random numbers:
-  [0]: 0.756113
-  [1]: 0.758716
-  [2]: 0.479668
-  [3]: 0.865075
-  [4]: 0.490017
-  [5]: 0.828125
-  [6]: 0.845653
-  [7]: 0.383373
-  [8]: 0.943452
-  [9]: 0.663022
-  [10]: 0.675966
-  [11]: 0.206998
-  [12]: 0.862081
-  [13]: 0.316310
-  [14]: 0.923034
-  [15]: 0.271412
-  [16]: 0.659129
-  [17]: 0.473695
-  [18]: 0.785375
-  [19]: 0.694083
-  [20]: 0.499545
-  [21]: 0.936835
-  [22]: 0.175210
-  [23]: 0.002862
-  [24]: 0.225633
-  [25]: 0.638001
-  [26]: 0.083278
-  [27]: 0.809498
-  [28]: 0.061526
-  [29]: 0.410366
-  [30]: 0.361402
-  [31]: 0.602626
-  [32]: 0.952481
-  [33]: 0.862708
-  [34]: 0.708908
-  [35]: 0.231687
-  [36]: 0.748360
-  [37]: 0.196777
-  [38]: 0.321022
-  [39]: 0.576774
-  [40]: 0.413620
-  [41]: 0.028902
-  [42]: 0.607390
-  [43]: 0.788146
+Generated 48 uniform random numbers:
+  [0]: 0.831543
+  [1]: 0.237549
+  [2]: 0.951172
+  [3]: 0.120911
+  [4]: 0.862793
+  [5]: 0.485352
+  [6]: 0.674316
+  [7]: 0.235840
+  [8]: 0.940918
+  [9]: 0.007248
+  [10]: 0.228271
+  [11]: 0.902832
+  [12]: 0.403564
+  [13]: 0.635254
+  [14]: 0.440674
+  [15]: 0.443604
+  [16]: 0.985352
+  [17]: 0.635254
+  [18]: 0.252686
+  [19]: 0.655762
+  [20]: 0.506836
+  [21]: 0.048828
+  [22]: 0.914551
+  [23]: 0.854004
+  [24]: 0.942871
+  [25]: 0.836426
+  [26]: 0.276855
+  [27]: 0.749023
+  [28]: 0.879883
+  [29]: 0.045044
+  [30]: 0.203247
+  [31]: 0.380127
+  [32]: 0.145630
+  [33]: 0.250000
+  [34]: 0.541016
+  [35]: 0.626953
+  [36]: 0.852051
+  [37]: 0.109009
+  [38]: 0.480713
+  [39]: 0.904785
+  [40]: 0.415039
+  [41]: 0.346924
+  [42]: 0.269287
+  [43]: 0.016891
+  [44]: 0.469238
+  [45]: 0.454346
+  [46]: 0.672852
+  [47]: 0.538086
(cd _build/.sandbox/9e5581b4eeb1fdab00c75ec05afb64b0/default/test/operations && .operations_tutorials.inline-tests/inline-test-runner.exe inline-test-runner operations_tutorials -partition 'Found 0, in the config file' -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/593921c3aa2940ebffc5d8b364d05bba/default/test/einsum && .einsum_tutorials.inline-tests/inline-test-runner.exe inline-test-runner einsum_tutorials -partition 'Retrieving commandline, environment, or config file variable ocannl_log_level' -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/593921c3aa2940ebffc5d8b364d05bba/default/test/einsum && .einsum_tutorials.inline-tests/inline-test-runner.exe inline-test-runner einsum_tutorials -partition 'Found 0, in the config file' -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/9e5581b4eeb1fdab00c75ec05afb64b0/default/test/operations && .operations_tutorials.inline-tests/inline-test-runner.exe inline-test-runner operations_tutorials -partition 'Retrieving commandline, environment, or config file variable ocannl_log_level' -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/default/test/operations && ./test_threefry_precision.exe)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Threefry4x32 result precision: uint4x32
Uniform result precision: single
Retrieving commandline, environment, or config file variable ocannl_backend
Found multicore_cc, in the config file
Retrieving commandline, environment, or config file variable ocannl_cd_ident_style
Not found, using default heuristic
Retrieving commandline, environment, or config file variable ocannl_ll_ident_style
Not found, using default heuristic
Retrieving commandline, environment, or config file variable ocannl_output_prec_in_ll_files
Not found, using default false
Retrieving commandline, environment, or config file variable ocannl_prefer_backend_uniformity
Found true, in the config file
Retrieving commandline, environment, or config file variable ocannl_debug_log_to_stream_files
Not found, using default false
Retrieving commandline, environment, or config file variable ocannl_cc_backend_optimization_level
Not found, using default 3
Retrieving commandline, environment, or config file variable ocannl_cc_backend_compiler_command
Not found, using default gcc
Retrieving commandline, environment, or config file variable ocannl_cc_backend_verify_codesign
Not found, using default false
Compilation successful!
Actual tensor precision in context: uint4x32
(cd _build/default/test/ppx && ./test_ppx_op_expected.exe)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/default/test/ppx && ./test_ppx_op.exe)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/9e5581b4eeb1fdab00c75ec05afb64b0/default/test/operations && .operations_tutorials.inline-tests/inline-test-runner.exe inline-test-runner operations_tutorials -partition test_threefry4x32.ml -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/einsum/moons_demo_variant.expected", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum/moons_demo_variant.expected _build/default/test/einsum/moons_demo_variant.exe.output
diff --git a/_build/default/test/einsum/moons_demo_variant.expected b/_build/default/test/einsum/moons_demo_variant.exe.output
index 728b108..5d75587 100644
--- a/_build/default/test/einsum/moons_demo_variant.expected
+++ b/_build/default/test/einsum/moons_demo_variant.exe.output
@@ -1,78 +1,82 @@
 Retrieving commandline, environment, or config file variable ocannl_log_level
 Found 0, in the config file
 Tnode: collecting accessible arrays...
-n0 moons_flat as moons_flat: Host&shared/38039; single prec 40x10x2; mem in bytes: 3_200
-n1 moons_classes as moons_classes: Host&shared/38039; single prec 40x10x1; mem in bytes: 1_600
-n2 range_over_offsets as range_over_offsets: Virt/15; single prec 4; mem in bytes: <not-in-yet>
-n3 !@self_id as n3: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n4 threefry4x32 as threefry4x32: Virt/15; single prec 4; mem in bytes: <not-in-yet>
-n5 b1 as b1: Host&stream/412410; single prec 16; mem in bytes: <not-in-yet>
-n6 grad_b1 as b1.grad: Local/26046; single prec 16; mem in bytes: <not-in-yet>
-n7 range_over_offsets as range_over_offsets: Virt/15; single prec 8; mem in bytes: <not-in-yet>
-n8 !@self_id as n8: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n9 threefry4x32 as threefry4x32: Virt/15; single prec 8; mem in bytes: <not-in-yet>
-n10 w1 as w1: Host&stream/412410; single prec 16x2; mem in bytes: <not-in-yet>
-n11 grad_w1 as w1.grad: Local/26046; single prec 16x2; mem in bytes: <not-in-yet>
-n12 range_over_offsets as range_over_offsets: Virt/15; single prec 4; mem in bytes: <not-in-yet>
-n13 !@self_id as n13: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n14 threefry4x32 as threefry4x32: Virt/15; single prec 4; mem in bytes: <not-in-yet>
-n15 w2 as w2: Host&stream/412410; single prec 1x16; mem in bytes: <not-in-yet>
-n16 grad_w2 as w2.grad: Local/26046; single prec 1x16; mem in bytes: <not-in-yet>
-n17 @|_moons_input as moons_input: Local/1046; single prec 10x2; mem in bytes: <not-in-yet>
-n20 @|_moons_class as moons_class: Local/1046; single prec 10x1; mem in bytes: <not-in-yet>
-n23 * as n23: Local/1046; single prec 10x16; mem in bytes: <not-in-yet>
-n24 grad_* as n23.grad: Local/1046; single prec 10x16; mem in bytes: <not-in-yet>
-n25 + as n25: Local/1046; single prec 10x16; mem in bytes: <not-in-yet>
-n26 grad_+ as n25.grad: Local/1046; single prec 10x16; mem in bytes: <not-in-yet>
-n27 relu as relu: Local/1046; single prec 10x16; mem in bytes: <not-in-yet>
-n28 grad_relu as relu.grad: Local/1046; single prec 10x16; mem in bytes: <not-in-yet>
-n29 *_mlp_@|_moons_input as mlp_moons_input: Local/1046; single prec 10x1; mem in bytes: <not-in-yet>
-n30 grad_*_mlp_@|_moons_input as mlp_moons_input.grad: Local/1046; single prec 10x1; mem in bytes: <not-in-yet>
-n31 *. as n31: Virt/15; single prec 10x1; mem in bytes: <not-in-yet>
-n32 grad_*. as n31.grad: Local/1046; single prec 10x1; mem in bytes: <not-in-yet>
-n33 1 as 1: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n34 - as n34: Local/1046; single prec 10x1; mem in bytes: <not-in-yet>
-n35 grad_- as n34.grad: Local/1046; single prec 10x1; mem in bytes: <not-in-yet>
-n36 relu_margin_loss as relu_margin_loss: Virt/15; single prec 10x1; mem in bytes: <not-in-yet>
-n37 grad_relu_margin_loss as relu_margin_loss.grad: Local/1046; single prec 10x1; mem in bytes: <not-in-yet>
-n38 10 as 10: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n39 => as n39: Local/1046; single prec 1; mem in bytes: <not-in-yet>
-n40 grad_=> as n39.grad: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n42 grad_/._scalar_loss as scalar_loss.grad: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n43 2 as 2: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n44 **. as n44: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n45 -1 as n45: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n46 *. as n46: Virt/152; single prec 1; mem in bytes: <not-in-yet>
-n48 1 as 1: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n49 200 as 200: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n50 !@ as n50: Virt/152; single prec 1; mem in bytes: <not-in-yet>
-n51 200 as 200: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n52 2 as 2: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n53 *. as n53: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n54 - as n54: Virt/152; single prec 1; mem in bytes: <not-in-yet>
-n55 0.1 as n55: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n56 *. as n56: Virt/152; single prec 1; mem in bytes: <not-in-yet>
-n58 sgd_delta_b1 as sgd_delta_b1: Virt/15; single prec 16; mem in bytes: <not-in-yet>
-n59 sgd_momentum_b1 as sgd_momentum_b1: unknown; single prec <not-in-yet>; mem in bytes: <not-in-yet>
-n60 0.0001 as n60: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n61 *. as n61: Virt/15; single prec 16; mem in bytes: <not-in-yet>
-n62 sgd_delta_w1 as sgd_delta_w1: Virt/15; single prec 16x2; mem in bytes: <not-in-yet>
-n63 sgd_momentum_w1 as sgd_momentum_w1: unknown; single prec <not-in-yet>; mem in bytes: <not-in-yet>
+n0 moons_flat as moons_flat: Host&shared/49039; single prec 40x10x2; mem in bytes: 3_200
+n1 moons_classes as moons_classes: Host&shared/49039; single prec 40x10x1; mem in bytes: 1_600
+n2 range_over_offsets as range_over_offsets: Virt/15; uint4x32 prec 4; mem in bytes: <not-in-yet>
+n3 42_random_seed as random_seed_42: Host-const/36; uint4x32 prec 1; mem in bytes: 16
+n4 !@self_id as n4: Virt/40; uint4x32 prec 1; mem in bytes: <not-in-yet>
+n5 threefry4x32 as threefry4x32: Virt/15; uint4x32 prec 4; mem in bytes: <not-in-yet>
+n6 threefry4x32 as threefry4x32: Virt/15; uint4x32 prec 4; mem in bytes: <not-in-yet>
+n7 b1 as b1: Host&stream/412410; single prec 16; mem in bytes: <not-in-yet>
+n8 grad_b1 as b1.grad: Local/26046; single prec 16; mem in bytes: <not-in-yet>
+n9 range_over_offsets as range_over_offsets: Virt/15; uint4x32 prec 8; mem in bytes: <not-in-yet>
+n10 !@self_id as n10: Virt/40; uint4x32 prec 1; mem in bytes: <not-in-yet>
+n11 threefry4x32 as threefry4x32: Virt/15; uint4x32 prec 8; mem in bytes: <not-in-yet>
+n12 threefry4x32 as threefry4x32: Virt/15; uint4x32 prec 8; mem in bytes: <not-in-yet>
+n13 w1 as w1: Host&stream/412410; single prec 16x2; mem in bytes: <not-in-yet>
+n14 grad_w1 as w1.grad: Local/26046; single prec 16x2; mem in bytes: <not-in-yet>
+n15 range_over_offsets as range_over_offsets: Virt/15; uint4x32 prec 4; mem in bytes: <not-in-yet>
+n16 !@self_id as n16: Virt/40; uint4x32 prec 1; mem in bytes: <not-in-yet>
+n17 threefry4x32 as threefry4x32: Virt/15; uint4x32 prec 4; mem in bytes: <not-in-yet>
+n18 threefry4x32 as threefry4x32: Virt/15; uint4x32 prec 4; mem in bytes: <not-in-yet>
+n19 w2 as w2: Host&stream/412410; single prec 1x16; mem in bytes: <not-in-yet>
+n20 grad_w2 as w2.grad: Local/26046; single prec 1x16; mem in bytes: <not-in-yet>
+n21 @|_moons_input as moons_input: Local/1046; single prec 10x2; mem in bytes: <not-in-yet>
+n24 @|_moons_class as moons_class: Local/1046; single prec 10x1; mem in bytes: <not-in-yet>
+n27 * as n27: Local/1046; single prec 10x16; mem in bytes: <not-in-yet>
+n28 grad_* as n27.grad: Local/1046; single prec 10x16; mem in bytes: <not-in-yet>
+n29 + as n29: Local/1046; single prec 10x16; mem in bytes: <not-in-yet>
+n30 grad_+ as n29.grad: Local/1046; single prec 10x16; mem in bytes: <not-in-yet>
+n31 relu as relu: Local/1046; single prec 10x16; mem in bytes: <not-in-yet>
+n32 grad_relu as relu.grad: Local/1046; single prec 10x16; mem in bytes: <not-in-yet>
+n33 *_mlp_@|_moons_input as mlp_moons_input: Local/1046; single prec 10x1; mem in bytes: <not-in-yet>
+n34 grad_*_mlp_@|_moons_input as mlp_moons_input.grad: Local/1046; single prec 10x1; mem in bytes: <not-in-yet>
+n35 *. as n35: Virt/15; single prec 10x1; mem in bytes: <not-in-yet>
+n36 grad_*. as n35.grad: Local/1046; single prec 10x1; mem in bytes: <not-in-yet>
+n37 1 as _1: Virt/40; single prec 1; mem in bytes: <not-in-yet>
+n38 - as n38: Local/1046; single prec 10x1; mem in bytes: <not-in-yet>
+n39 grad_- as n38.grad: Local/1046; single prec 10x1; mem in bytes: <not-in-yet>
+n40 relu_margin_loss as relu_margin_loss: Virt/15; single prec 10x1; mem in bytes: <not-in-yet>
+n41 grad_relu_margin_loss as relu_margin_loss.grad: Local/1046; single prec 10x1; mem in bytes: <not-in-yet>
+n42 10 as _10: Virt/40; single prec 1; mem in bytes: <not-in-yet>
+n43 => as n43: Local/1046; single prec 1; mem in bytes: <not-in-yet>
+n44 grad_=> as n43.grad: Virt/40; single prec 1; mem in bytes: <not-in-yet>
+n46 grad_/._scalar_loss as scalar_loss.grad: Virt/40; single prec 1; mem in bytes: <not-in-yet>
+n47 2 as _2: Virt/40; single prec 1; mem in bytes: <not-in-yet>
+n48 **. as n48: Virt/40; single prec 1; mem in bytes: <not-in-yet>
+n49 -1 as n49: Virt/40; single prec 1; mem in bytes: <not-in-yet>
+n50 *. as n50: Virt/152; single prec 1; mem in bytes: <not-in-yet>
+n52 1 as _1: Virt/40; single prec 1; mem in bytes: <not-in-yet>
+n53 200 as _200: Virt/40; single prec 1; mem in bytes: <not-in-yet>
+n54 !@ as n54: Virt/152; single prec 1; mem in bytes: <not-in-yet>
+n55 200 as _200: Virt/40; single prec 1; mem in bytes: <not-in-yet>
+n56 2 as _2: Virt/40; single prec 1; mem in bytes: <not-in-yet>
+n57 *. as n57: Virt/40; single prec 1; mem in bytes: <not-in-yet>
+n58 - as n58: Virt/152; single prec 1; mem in bytes: <not-in-yet>
+n59 0.1 as n59: Virt/40; single prec 1; mem in bytes: <not-in-yet>
+n60 *. as n60: Virt/152; single prec 1; mem in bytes: <not-in-yet>
+n62 sgd_delta_b1 as sgd_delta_b1: Virt/15; single prec 16; mem in bytes: <not-in-yet>
+n63 sgd_momentum_b1 as sgd_momentum_b1: unknown; single prec <not-in-yet>; mem in bytes: <not-in-yet>
 n64 0.0001 as n64: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n65 *. as n65: Virt/15; single prec 16x2; mem in bytes: <not-in-yet>
-n66 sgd_delta_w2 as sgd_delta_w2: Virt/15; single prec 1x16; mem in bytes: <not-in-yet>
-n67 sgd_momentum_w2 as sgd_momentum_w2: unknown; single prec <not-in-yet>; mem in bytes: <not-in-yet>
+n65 *. as n65: Virt/15; single prec 16; mem in bytes: <not-in-yet>
+n66 sgd_delta_w1 as sgd_delta_w1: Virt/15; single prec 16x2; mem in bytes: <not-in-yet>
+n67 sgd_momentum_w1 as sgd_momentum_w1: unknown; single prec <not-in-yet>; mem in bytes: <not-in-yet>
 n68 0.0001 as n68: Virt/40; single prec 1; mem in bytes: <not-in-yet>
-n69 *. as n69: Virt/15; single prec 1x16; mem in bytes: <not-in-yet>
-n70 point_mlp_result as point_mlp_result: Host&shared/38039; single prec 2; mem in bytes: <not-in-yet>
-n71 * as n71: Local/1046; single prec 16; mem in bytes: <not-in-yet>
-n72 grad_* as n71.grad: unknown; single prec 16; mem in bytes: <not-in-yet>
-n73 + as n73: Virt/15; single prec 16; mem in bytes: <not-in-yet>
-n74 grad_+ as n73.grad: unknown; single prec 16; mem in bytes: <not-in-yet>
-n75 relu as relu: Virt/15; single prec 16; mem in bytes: <not-in-yet>
-n76 grad_relu as relu.grad: unknown; single prec 16; mem in bytes: <not-in-yet>
-n77 *_mlp_point_mlp_result as mlp_point_mlp_result: Host&stream/412410; single prec 1; mem in bytes: <not-in-yet>
-n78 grad_*_mlp_point_mlp_result as mlp_point_mlp_result.grad: unknown; single prec 1; mem in bytes: <not-in-yet>
+n69 *. as n69: Virt/15; single prec 16x2; mem in bytes: <not-in-yet>
+n70 sgd_delta_w2 as sgd_delta_w2: Virt/15; single prec 1x16; mem in bytes: <not-in-yet>
+n71 sgd_momentum_w2 as sgd_momentum_w2: unknown; single prec <not-in-yet>; mem in bytes: <not-in-yet>
+n72 0.0001 as n72: Virt/40; single prec 1; mem in bytes: <not-in-yet>
+n73 *. as n73: Virt/15; single prec 1x16; mem in bytes: <not-in-yet>
+n74 point_mlp_result as point_mlp_result: Host&shared/37039; single prec 2; mem in bytes: <not-in-yet>
+n75 * as n75: Local/1046; single prec 16; mem in bytes: <not-in-yet>
+n76 grad_* as n75.grad: unknown; single prec 16; mem in bytes: <not-in-yet>
+n77 + as n77: Virt/15; single prec 16; mem in bytes: <not-in-yet>
+n78 grad_+ as n77.grad: unknown; single prec 16; mem in bytes: <not-in-yet>
+n79 relu as relu: Virt/15; single prec 16; mem in bytes: <not-in-yet>
+n80 grad_relu as relu.grad: unknown; single prec 16; mem in bytes: <not-in-yet>
+n81 *_mlp_point_mlp_result as mlp_point_mlp_result: Host&stream/412410; single prec 1; mem in bytes: <not-in-yet>
+n82 grad_*_mlp_point_mlp_result as mlp_point_mlp_result.grad: unknown; single prec 1; mem in bytes: <not-in-yet>
 Tnode: Finished printing headers.
 mlp_result's name: mlp_point_mlp_result
 (mlp moons_input) name: mlp_moons_input
(cd _build/.sandbox/9e5581b4eeb1fdab00c75ec05afb64b0/default/test/operations && .operations_tutorials.inline-tests/inline-test-runner.exe inline-test-runner operations_tutorials -partition zero2hero_1of7.ml -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/9e5581b4eeb1fdab00c75ec05afb64b0/default/test/operations && .operations_tutorials.inline-tests/inline-test-runner.exe inline-test-runner operations_tutorials -partition primitive_ops.ml -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/training/dune", line 23, characters 7-13:
23 |  (name bigram)
            ^^^^^^
(cd _build/default/test/training && ./bigram.exe) > _build/default/test/training/bigram.exe.output
Fatal error: exception (lib/shape.ml.Shape_error
  "apply_row_constraint: Total_elems constraint failed: 1 not divisible by 4"
  ((Row_mismatch
     ((dims ()) (bcast Broadcastable) (id ((sh_id 75) (kind Output)))))))
Raised at Ocannl__Row.apply_row_constraint in file "lib/row.ml", lines 1222-1227, characters 10-41
Re-raised at Ocannl__Row.apply_row_constraint in file "lib/row.ml", lines 1222-1227, characters 10-41
Re-raised at Ocannl__Row.apply_row_constraint in file "lib/row.ml", lines 1217-1227, characters 8-41
Re-raised at Ocannl__Row.apply_row_constraint in file "lib/row.ml", lines 1145-1313, characters 4-89
Re-raised at Ocannl__Row.apply_row_constraint in file "lib/row.ml", lines 1143-1313, characters 7-89
Re-raised at Ocannl__Row.apply_row_constraint in file "lib/row.ml", lines 1140-1313, characters 25-89
Called from Ocannl__Row.apply_rows_constraint in file "lib/row.ml", line 1062, characters 33-88
Re-raised at Ocannl__Row.apply_rows_constraint in file "lib/row.ml", line 1062, characters 33-88
Re-raised at Ocannl__Row.apply_rows_constraint in file "lib/row.ml", lines 1061-1138, characters 4-59
Re-raised at Ocannl__Row.apply_rows_constraint in file "lib/row.ml", lines 1057-1138, characters 42-59
Called from Ocannl__Row.solve_inequalities.solve.f in file "lib/row.ml", line 2319, characters 17-82
Re-raised at Ocannl__Row.solve_inequalities.solve.f in file "lib/row.ml", lines 2316-2319, characters 10-82
Called from Base__List0.fold in file "src/list0.ml", line 43, characters 27-37
Called from Ocannl__Row.solve_inequalities.solve in file "lib/row.ml", line 2332, characters 22-56
Re-raised at Ocannl__Row.solve_inequalities.solve in file "lib/row.ml", lines 2276-2338, characters 16-25
Called from Ocannl__Row.solve_inequalities.solve in file "lib/row.ml", line 2338, characters 9-25
Re-raised at Ocannl__Row.solve_inequalities.solve in file "lib/row.ml", lines 2276-2338, characters 16-25
Called from Ocannl__Row.solve_inequalities.solve in file "lib/row.ml", line 2338, characters 9-25
Re-raised at Ocannl__Row.solve_inequalities.solve in file "lib/row.ml", lines 2276-2338, characters 16-25
Called from Ocannl__Row.solve_inequalities in file "lib/row.ml", line 2340, characters 2-17
Re-raised at Ocannl__Row.solve_inequalities in file "lib/row.ml", lines 2274-2340, characters 35-17
Called from Ocannl__Shape.finish_inference in file "lib/shape.ml", line 713, characters 22-71
Re-raised at Ocannl__Shape.finish_inference in file "lib/shape.ml", lines 702-724, characters 33-24
Called from Ocannl__Shape.derive_projections in file "lib/shape.ml", line 820, characters 2-21
Re-raised at Ocannl__Shape.derive_projections in file "lib/shape.ml", lines 819-886, characters 35-70
Called from CamlinternalLazy.do_force_block in file "camlinternalLazy.ml", line 49, characters 17-27
Re-raised at CamlinternalLazy.do_force_block in file "camlinternalLazy.ml", line 56, characters 4-11
Called from CamlinternalLazy.force_lazy_block in file "camlinternalLazy.ml" (inlined), line 78, characters 27-67
Called from Ocannl__Tensor.term.op_asn in file "lib/tensor.ml", line 476, characters 20-56
Called from CamlinternalLazy.do_force_block in file "camlinternalLazy.ml", line 49, characters 17-27
Re-raised at CamlinternalLazy.do_force_block in file "camlinternalLazy.ml", line 56, characters 4-11
Called from CamlinternalLazy.force_lazy_block in file "camlinternalLazy.ml" (inlined), line 78, characters 27-67
Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 327, characters 33-50
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 327, characters 8-99
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", lines 250-356, characters 11-62
Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 322, characters 17-24
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", lines 322-324, characters 8-30
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", lines 250-356, characters 11-62
Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 323, characters 17-24
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", lines 322-324, characters 8-30
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", lines 250-356, characters 11-62
Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 322, characters 17-24
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", lines 322-324, characters 8-30
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", lines 250-356, characters 11-62
Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 322, characters 17-24
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", lines 322-324, characters 8-30
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", lines 250-356, characters 11-62
Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 322, characters 17-24
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", lines 322-324, characters 8-30
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", lines 250-356, characters 11-62
Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 322, characters 17-24
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", lines 322-324, characters 8-30
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", lines 250-356, characters 11-62
Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 322, characters 17-24
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", lines 322-324, characters 8-30
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", lines 250-356, characters 11-62
Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 320, characters 66-72
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 320, characters 30-89
Re-raised at Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", lines 250-356, characters 11-62
Called from Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", line 358, characters 2-11
Re-raised at Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", lines 160-358, characters 29-11
Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 522, characters 26-43
Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 522, characters 2-43
Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 517-523, characters 22-85
Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 255-256, characters 4-45
Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 247-256, characters 34-47
Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 440, characters 6-59
Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 439-440, characters 4-59
Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 438-446, characters 26-99
Called from Ocannl__Train.to_routine in file "lib/train.ml", line 319, characters 26-82
Called from Dune__exe__Bigram in file "test/training/bigram.ml", line 88, characters 19-89
File "test/einsum/einsum_trivia_exec.expected", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum/einsum_trivia_exec.expected _build/default/test/einsum/einsum_trivia_exec.exe.output
diff --git a/_build/default/test/einsum/einsum_trivia_exec.expected b/_build/default/test/einsum/einsum_trivia_exec.exe.output
index 7b623db..ddce69a 100644
--- a/_build/default/test/einsum/einsum_trivia_exec.expected
+++ b/_build/default/test/einsum/einsum_trivia_exec.exe.output
@@ -657,159 +657,159 @@ HERE: test/einsum/einsum_trivia_exec.ml:229:21
 β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜β”‚
 β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
 HERE: test/einsum/einsum_trivia_exec.ml:254:21
-β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
-β”‚[9]: ;=>+ shape 0:4,1:5,2:6,3:3 β”‚
-β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”     β”‚
-β”‚β”‚0 @ 0 β”‚axis 3            β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚0 @ 1 β”‚ 0.00  0.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 0.00  0.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 0.00  0.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 0.00  0.00  5.00 β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚1 @ 1 β”‚ 0.00  1.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 0.00  1.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 0.00  1.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 0.00  1.00  5.00 β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚2 @ 1 β”‚ 0.00  2.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 0.00  2.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 0.00  2.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 0.00  2.00  5.00 β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚3 @ 1 β”‚ 0.00  3.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 0.00  3.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 0.00  3.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 0.00  3.00  5.00 β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚4 @ 1 β”‚ 0.00  4.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 0.00  4.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 0.00  4.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 0.00  4.00  5.00 β”‚     β”‚
-β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜     β”‚
-β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
-β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”     β”‚
-β”‚β”‚1 @ 0 β”‚axis 3            β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚0 @ 1 β”‚ 1.00  0.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 1.00  0.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 1.00  0.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 1.00  0.00  5.00 β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚1 @ 1 β”‚ 1.00  1.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 1.00  1.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 1.00  1.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 1.00  1.00  5.00 β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚2 @ 1 β”‚ 1.00  2.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 1.00  2.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 1.00  2.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 1.00  2.00  5.00 β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚3 @ 1 β”‚ 1.00  3.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 1.00  3.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 1.00  3.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 1.00  3.00  5.00 β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚4 @ 1 β”‚ 1.00  4.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 1.00  4.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 1.00  4.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 1.00  4.00  5.00 β”‚     β”‚
-β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜     β”‚
-β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
-β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”     β”‚
-β”‚β”‚2 @ 0 β”‚axis 3            β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚0 @ 1 β”‚ 2.00  0.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 2.00  0.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 2.00  0.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 2.00  0.00  5.00 β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚1 @ 1 β”‚ 2.00  1.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 2.00  1.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 2.00  1.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 2.00  1.00  5.00 β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚2 @ 1 β”‚ 2.00  2.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 2.00  2.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 2.00  2.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 2.00  2.00  5.00 β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚3 @ 1 β”‚ 2.00  3.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 2.00  3.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 2.00  3.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 2.00  3.00  5.00 β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚4 @ 1 β”‚ 2.00  4.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 2.00  4.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 2.00  4.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 2.00  4.00  5.00 β”‚     β”‚
-β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜     β”‚
-β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
-β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”     β”‚
-β”‚β”‚3 @ 0 β”‚axis 3            β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚0 @ 1 β”‚ 3.00  0.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 3.00  0.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 3.00  0.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 3.00  0.00  5.00 β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚1 @ 1 β”‚ 3.00  1.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 3.00  1.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 3.00  1.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 3.00  1.00  5.00 β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚2 @ 1 β”‚ 3.00  2.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 3.00  2.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 3.00  2.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 3.00  2.00  5.00 β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚3 @ 1 β”‚ 3.00  3.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 3.00  3.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 3.00  3.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 3.00  3.00  5.00 β”‚     β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-β”‚β”‚4 @ 1 β”‚ 3.00  4.00  0.00 β”‚     β”‚
-β”‚β”‚axis 2β”‚ 3.00  4.00  1.00 β”‚     β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-β”‚β”‚      β”‚ 3.00  4.00  4.00 β”‚     β”‚
-β”‚β”‚      β”‚ 3.00  4.00  5.00 β”‚     β”‚
-β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜     β”‚
-β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
+β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
+β”‚[9]: ;=>+ shape 0:4,1:5,2:6,3:3    β”‚
+β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”β”‚
+β”‚β”‚0 @ 0 β”‚axis 3                    β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚0 @ 1 β”‚ 2.03e+30  6.12e-41  0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 0.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ -2.28e-1  -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   1.12e-43  5.00 β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚1 @ 1 β”‚ 2.03e+30  1.00      0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 0.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ -2.28e-1  -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   1.00      5.00 β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚2 @ 1 β”‚ 2.03e+30  2.00      0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 0.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ -2.28e-1  -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   2.00      5.00 β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚3 @ 1 β”‚ 2.03e+30  3.00      0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 0.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ -2.28e-1  -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   3.00      5.00 β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚4 @ 1 β”‚ 2.03e+30  4.00      0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 0.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ -2.28e-1  -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   4.00      5.00 β”‚β”‚
+β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜β”‚
+β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
+β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”β”‚
+β”‚β”‚1 @ 0 β”‚axis 3                    β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚0 @ 1 β”‚ 2.03e+30  6.12e-41  0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 1.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ 7.71e-1   -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   1.12e-43  5.00 β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚1 @ 1 β”‚ 2.03e+30  1.00      0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 1.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ 7.71e-1   -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   1.00      5.00 β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚2 @ 1 β”‚ 2.03e+30  2.00      0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 1.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ 7.71e-1   -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   2.00      5.00 β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚3 @ 1 β”‚ 2.03e+30  3.00      0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 1.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ 7.71e-1   -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   3.00      5.00 β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚4 @ 1 β”‚ 2.03e+30  4.00      0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 1.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ 7.71e-1   -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   4.00      5.00 β”‚β”‚
+β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜β”‚
+β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
+β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”β”‚
+β”‚β”‚2 @ 0 β”‚axis 3                    β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚0 @ 1 β”‚ 2.03e+30  6.12e-41  0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 2.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ 1.77      -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   1.12e-43  5.00 β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚1 @ 1 β”‚ 2.03e+30  1.00      0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 2.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ 1.77      -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   1.00      5.00 β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚2 @ 1 β”‚ 2.03e+30  2.00      0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 2.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ 1.77      -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   2.00      5.00 β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚3 @ 1 β”‚ 2.03e+30  3.00      0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 2.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ 1.77      -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   3.00      5.00 β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚4 @ 1 β”‚ 2.03e+30  4.00      0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 2.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ 1.77      -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   4.00      5.00 β”‚β”‚
+β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜β”‚
+β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
+β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”β”‚
+β”‚β”‚3 @ 0 β”‚axis 3                    β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚0 @ 1 β”‚ 2.03e+30  6.12e-41  0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 3.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ 2.77      -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   1.12e-43  5.00 β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚1 @ 1 β”‚ 2.03e+30  1.00      0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 3.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ 2.77      -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   1.00      5.00 β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚2 @ 1 β”‚ 2.03e+30  2.00      0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 3.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ 2.77      -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   2.00      5.00 β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚3 @ 1 β”‚ 2.03e+30  3.00      0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 3.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ 2.77      -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   3.00      5.00 β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚4 @ 1 β”‚ 2.03e+30  4.00      0.00 β”‚β”‚
+β”‚β”‚axis 2β”‚ 3.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ 2.77      -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   4.00      5.00 β”‚β”‚
+β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜β”‚
+β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
 HERE: test/einsum/einsum_trivia_exec.ml:255:21
 [1]: =>_ti shape 0:4,1:3  <not-hosted>
 HERE: test/einsum/einsum_trivia_exec.ml:256:21
-β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
-β”‚[7]: =>_tk shape 0:6,1:3   β”‚
-β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”β”‚
-β”‚β”‚      β”‚axis 1            β”‚β”‚
-β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
-β”‚β”‚axis 0β”‚ 0.00  0.00  0.00 β”‚β”‚
-β”‚β”‚      β”‚ 0.00  0.00  1.00 β”‚β”‚
-β”‚β”‚      β”‚ ...   ...   ...  β”‚β”‚
-β”‚β”‚      β”‚ 0.00  0.00  4.00 β”‚β”‚
-β”‚β”‚      β”‚ 0.00  0.00  5.00 β”‚β”‚
-β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜β”‚
-β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
+β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
+β”‚[7]: =>_tk shape 0:6,1:3           β”‚
+β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”β”‚
+β”‚β”‚      β”‚axis 1                    β”‚β”‚
+β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+β”‚β”‚axis 0β”‚ 2.03e+30  6.12e-41  0.00 β”‚β”‚
+β”‚β”‚      β”‚ 0.00      2.89e+32  1.00 β”‚β”‚
+β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+β”‚β”‚      β”‚ -2.28e-1  -3.12e+6  4.00 β”‚β”‚
+β”‚β”‚      β”‚ 4.46e+7   1.12e-43  5.00 β”‚β”‚
+β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜β”‚
+β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
 HERE: test/einsum/einsum_trivia_exec.ml:278:21
 β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
 β”‚[2]: ;=>_c shape 0:3|1:4,2:2                                     β”‚
(cd _build/.sandbox/593921c3aa2940ebffc5d8b364d05bba/default/test/einsum && .einsum_tutorials.inline-tests/inline-test-runner.exe inline-test-runner einsum_tutorials -partition einsum_trivia.ml -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/einsum/einsum_trivia.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum/einsum_trivia.ml _build/.sandbox/593921c3aa2940ebffc5d8b364d05bba/default/test/einsum/einsum_trivia.ml.corrected
diff --git a/_build/default/test/einsum/einsum_trivia.ml b/_build/.sandbox/593921c3aa2940ebffc5d8b364d05bba/default/test/einsum/einsum_trivia.ml.corrected
index 97dc940..fbfb0c2 100644
--- a/_build/default/test/einsum/einsum_trivia.ml
+++ b/_build/.sandbox/593921c3aa2940ebffc5d8b364d05bba/default/test/einsum/einsum_trivia.ml.corrected
@@ -976,144 +976,144 @@ let%expect_test "outer_sum simulating axis concatenation" =
   [%expect
     {|
     HERE: test/einsum/einsum_trivia.ml:975:21
-    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
-    β”‚[9]: ;=>+ shape 0:4,1:5,2:6,3:3 β”‚
-    β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”     β”‚
-    β”‚β”‚0 @ 0 β”‚axis 3            β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚0 @ 1 β”‚ 0.00  0.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 0.00  0.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 0.00  0.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 0.00  0.00  5.00 β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚1 @ 1 β”‚ 0.00  1.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 0.00  1.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 0.00  1.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 0.00  1.00  5.00 β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚2 @ 1 β”‚ 0.00  2.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 0.00  2.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 0.00  2.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 0.00  2.00  5.00 β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚3 @ 1 β”‚ 0.00  3.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 0.00  3.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 0.00  3.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 0.00  3.00  5.00 β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚4 @ 1 β”‚ 0.00  4.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 0.00  4.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 0.00  4.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 0.00  4.00  5.00 β”‚     β”‚
-    β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜     β”‚
-    β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
-    β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”     β”‚
-    β”‚β”‚1 @ 0 β”‚axis 3            β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚0 @ 1 β”‚ 1.00  0.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 1.00  0.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 1.00  0.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 1.00  0.00  5.00 β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚1 @ 1 β”‚ 1.00  1.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 1.00  1.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 1.00  1.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 1.00  1.00  5.00 β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚2 @ 1 β”‚ 1.00  2.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 1.00  2.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 1.00  2.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 1.00  2.00  5.00 β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚3 @ 1 β”‚ 1.00  3.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 1.00  3.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 1.00  3.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 1.00  3.00  5.00 β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚4 @ 1 β”‚ 1.00  4.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 1.00  4.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 1.00  4.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 1.00  4.00  5.00 β”‚     β”‚
-    β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜     β”‚
-    β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
-    β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”     β”‚
-    β”‚β”‚2 @ 0 β”‚axis 3            β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚0 @ 1 β”‚ 2.00  0.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 2.00  0.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 2.00  0.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 2.00  0.00  5.00 β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚1 @ 1 β”‚ 2.00  1.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 2.00  1.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 2.00  1.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 2.00  1.00  5.00 β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚2 @ 1 β”‚ 2.00  2.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 2.00  2.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 2.00  2.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 2.00  2.00  5.00 β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚3 @ 1 β”‚ 2.00  3.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 2.00  3.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 2.00  3.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 2.00  3.00  5.00 β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚4 @ 1 β”‚ 2.00  4.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 2.00  4.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 2.00  4.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 2.00  4.00  5.00 β”‚     β”‚
-    β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜     β”‚
-    β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
-    β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”     β”‚
-    β”‚β”‚3 @ 0 β”‚axis 3            β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚0 @ 1 β”‚ 3.00  0.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 3.00  0.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 3.00  0.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 3.00  0.00  5.00 β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚1 @ 1 β”‚ 3.00  1.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 3.00  1.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 3.00  1.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 3.00  1.00  5.00 β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚2 @ 1 β”‚ 3.00  2.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 3.00  2.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 3.00  2.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 3.00  2.00  5.00 β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚3 @ 1 β”‚ 3.00  3.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 3.00  3.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 3.00  3.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 3.00  3.00  5.00 β”‚     β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€     β”‚
-    β”‚β”‚4 @ 1 β”‚ 3.00  4.00  0.00 β”‚     β”‚
-    β”‚β”‚axis 2β”‚ 3.00  4.00  1.00 β”‚     β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚     β”‚
-    β”‚β”‚      β”‚ 3.00  4.00  4.00 β”‚     β”‚
-    β”‚β”‚      β”‚ 3.00  4.00  5.00 β”‚     β”‚
-    β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜     β”‚
-    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
+    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
+    β”‚[9]: ;=>+ shape 0:4,1:5,2:6,3:3    β”‚
+    β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”β”‚
+    β”‚β”‚0 @ 0 β”‚axis 3                    β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚0 @ 1 β”‚ 7.75e+24  6.12e-41  0.00 β”‚β”‚
+    β”‚β”‚axis 2β”‚ 0.00      1.93e+3   1.00 β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3   4.00 β”‚β”‚
+    β”‚β”‚      β”‚ 0.00      0.00      5.00 β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚1 @ 1 β”‚ 7.75e+24  1.00     0.00  β”‚β”‚
+    β”‚β”‚axis 2β”‚ 0.00      1.93e+3  1.00  β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...      ...   β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3  4.00  β”‚β”‚
+    β”‚β”‚      β”‚ 0.00      1.00     5.00  β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚2 @ 1 β”‚ 7.75e+24  2.00     0.00  β”‚β”‚
+    β”‚β”‚axis 2β”‚ 0.00      1.93e+3  1.00  β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...      ...   β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3  4.00  β”‚β”‚
+    β”‚β”‚      β”‚ 0.00      2.00     5.00  β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚3 @ 1 β”‚ 7.75e+24  3.00     0.00  β”‚β”‚
+    β”‚β”‚axis 2β”‚ 0.00      1.93e+3  1.00  β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...      ...   β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3  4.00  β”‚β”‚
+    β”‚β”‚      β”‚ 0.00      3.00     5.00  β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚4 @ 1 β”‚ 7.75e+24  4.00     0.00  β”‚β”‚
+    β”‚β”‚axis 2β”‚ 0.00      1.94e+3  1.00  β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...      ...   β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3  4.00  β”‚β”‚
+    β”‚β”‚      β”‚ 0.00      4.00     5.00  β”‚β”‚
+    β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜β”‚
+    β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
+    β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”β”‚
+    β”‚β”‚1 @ 0 β”‚axis 3                    β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚0 @ 1 β”‚ 7.75e+24  6.12e-41  0.00 β”‚β”‚
+    β”‚β”‚axis 2β”‚ 1.00      1.93e+3   1.00 β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3   4.00 β”‚β”‚
+    β”‚β”‚      β”‚ 1.00      0.00      5.00 β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚1 @ 1 β”‚ 7.75e+24  1.00     0.00  β”‚β”‚
+    β”‚β”‚axis 2β”‚ 1.00      1.93e+3  1.00  β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...      ...   β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3  4.00  β”‚β”‚
+    β”‚β”‚      β”‚ 1.00      1.00     5.00  β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚2 @ 1 β”‚ 7.75e+24  2.00     0.00  β”‚β”‚
+    β”‚β”‚axis 2β”‚ 1.00      1.93e+3  1.00  β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...      ...   β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3  4.00  β”‚β”‚
+    β”‚β”‚      β”‚ 1.00      2.00     5.00  β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚3 @ 1 β”‚ 7.75e+24  3.00     0.00  β”‚β”‚
+    β”‚β”‚axis 2β”‚ 1.00      1.93e+3  1.00  β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...      ...   β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3  4.00  β”‚β”‚
+    β”‚β”‚      β”‚ 1.00      3.00     5.00  β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚4 @ 1 β”‚ 7.75e+24  4.00     0.00  β”‚β”‚
+    β”‚β”‚axis 2β”‚ 1.00      1.94e+3  1.00  β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...      ...   β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3  4.00  β”‚β”‚
+    β”‚β”‚      β”‚ 1.00      4.00     5.00  β”‚β”‚
+    β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜β”‚
+    β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
+    β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”β”‚
+    β”‚β”‚2 @ 0 β”‚axis 3                    β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚0 @ 1 β”‚ 7.75e+24  6.12e-41  0.00 β”‚β”‚
+    β”‚β”‚axis 2β”‚ 2.00      1.93e+3   1.00 β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3   4.00 β”‚β”‚
+    β”‚β”‚      β”‚ 2.00      0.00      5.00 β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚1 @ 1 β”‚ 7.75e+24  1.00     0.00  β”‚β”‚
+    β”‚β”‚axis 2β”‚ 2.00      1.93e+3  1.00  β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...      ...   β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3  4.00  β”‚β”‚
+    β”‚β”‚      β”‚ 2.00      1.00     5.00  β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚2 @ 1 β”‚ 7.75e+24  2.00     0.00  β”‚β”‚
+    β”‚β”‚axis 2β”‚ 2.00      1.93e+3  1.00  β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...      ...   β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3  4.00  β”‚β”‚
+    β”‚β”‚      β”‚ 2.00      2.00     5.00  β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚3 @ 1 β”‚ 7.75e+24  3.00     0.00  β”‚β”‚
+    β”‚β”‚axis 2β”‚ 2.00      1.93e+3  1.00  β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...      ...   β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3  4.00  β”‚β”‚
+    β”‚β”‚      β”‚ 2.00      3.00     5.00  β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚4 @ 1 β”‚ 7.75e+24  4.00     0.00  β”‚β”‚
+    β”‚β”‚axis 2β”‚ 2.00      1.94e+3  1.00  β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...      ...   β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3  4.00  β”‚β”‚
+    β”‚β”‚      β”‚ 2.00      4.00     5.00  β”‚β”‚
+    β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜β”‚
+    β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
+    β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”β”‚
+    β”‚β”‚3 @ 0 β”‚axis 3                    β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚0 @ 1 β”‚ 7.75e+24  6.12e-41  0.00 β”‚β”‚
+    β”‚β”‚axis 2β”‚ 3.00      1.93e+3   1.00 β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3   4.00 β”‚β”‚
+    β”‚β”‚      β”‚ 3.00      0.00      5.00 β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚1 @ 1 β”‚ 7.75e+24  1.00     0.00  β”‚β”‚
+    β”‚β”‚axis 2β”‚ 3.00      1.93e+3  1.00  β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...      ...   β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3  4.00  β”‚β”‚
+    β”‚β”‚      β”‚ 3.00      1.00     5.00  β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚2 @ 1 β”‚ 7.75e+24  2.00     0.00  β”‚β”‚
+    β”‚β”‚axis 2β”‚ 3.00      1.93e+3  1.00  β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...      ...   β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3  4.00  β”‚β”‚
+    β”‚β”‚      β”‚ 3.00      2.00     5.00  β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚3 @ 1 β”‚ 7.75e+24  3.00     0.00  β”‚β”‚
+    β”‚β”‚axis 2β”‚ 3.00      1.93e+3  1.00  β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...      ...   β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3  4.00  β”‚β”‚
+    β”‚β”‚      β”‚ 3.00      3.00     5.00  β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚4 @ 1 β”‚ 7.75e+24  4.00     0.00  β”‚β”‚
+    β”‚β”‚axis 2β”‚ 3.00      1.94e+3  1.00  β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...      ...   β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3  4.00  β”‚β”‚
+    β”‚β”‚      β”‚ 3.00      4.00     5.00  β”‚β”‚
+    β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜β”‚
+    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
     |}];
   Train.printf ~here:[%here] ~with_code:false ~with_grad:false ti;
   [%expect
@@ -1124,19 +1124,19 @@ let%expect_test "outer_sum simulating axis concatenation" =
   Train.printf ~here:[%here] ~with_code:false ~with_grad:false tk;
   [%expect
     {|
-    HERE: test/einsum/einsum_trivia.ml:1134:21
-    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
-    β”‚[7]: =>_tk shape 0:6,1:3   β”‚
-    β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”β”‚
-    β”‚β”‚      β”‚axis 1            β”‚β”‚
-    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
-    β”‚β”‚axis 0β”‚ 0.00  0.00  0.00 β”‚β”‚
-    β”‚β”‚      β”‚ 0.00  0.00  1.00 β”‚β”‚
-    β”‚β”‚      β”‚ ...   ...   ...  β”‚β”‚
-    β”‚β”‚      β”‚ 0.00  0.00  4.00 β”‚β”‚
-    β”‚β”‚      β”‚ 0.00  0.00  5.00 β”‚β”‚
-    β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜β”‚
-    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
+    HERE: test/einsum/einsum_trivia.ml:1124:21
+    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
+    β”‚[7]: =>_tk shape 0:6,1:3           β”‚
+    β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”β”‚
+    β”‚β”‚      β”‚axis 1                    β”‚β”‚
+    β”‚β”œβ”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”‚
+    β”‚β”‚axis 0β”‚ 7.75e+24  6.12e-41  0.00 β”‚β”‚
+    β”‚β”‚      β”‚ 0.00      1.93e+3   1.00 β”‚β”‚
+    β”‚β”‚      β”‚ ...       ...       ...  β”‚β”‚
+    β”‚β”‚      β”‚ 2.82e+3   3.04e+3   4.00 β”‚β”‚
+    β”‚β”‚      β”‚ 0.00      0.00      5.00 β”‚β”‚
+    β”‚β””β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜β”‚
+    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
     |}]
 
 let%expect_test "einsum with a leftmost input axis preserved as output axis" =
@@ -1162,7 +1162,7 @@ let%expect_test "einsum with a leftmost input axis preserved as output axis" =
   Train.printf ~here:[%here] ~with_code:false ~with_grad:false c;
   [%expect
     {|
-    HERE: test/einsum/einsum_trivia.ml:1172:21
+    HERE: test/einsum/einsum_trivia.ml:1162:21
     β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
     β”‚[2]: ;=>_c shape 0:3|1:4,2:2                                     β”‚
     β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”β”‚
@@ -1196,7 +1196,7 @@ let%expect_test "einsum permuting two leftmost input axes as output axes" =
   Train.printf ~here:[%here] ~with_code:false ~with_grad:false c;
   [%expect
     {|
-    HERE: test/einsum/einsum_trivia.ml:1206:21
+    HERE: test/einsum/einsum_trivia.ml:1196:21
     β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
     β”‚[2]: ;=>_c shape 2:4->0:3,1:2                                                                                          β”‚
     β”‚β”Œβ”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”β”‚
(cd _build/.sandbox/9e5581b4eeb1fdab00c75ec05afb64b0/default/test/operations && .operations_tutorials.inline-tests/inline-test-runner.exe inline-test-runner operations_tutorials -partition hello_world_op.ml -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/operations/zero2hero_1of7.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/operations/zero2hero_1of7.ml _build/.sandbox/9e5581b4eeb1fdab00c75ec05afb64b0/default/test/operations/zero2hero_1of7.ml.corrected
diff --git a/_build/default/test/operations/zero2hero_1of7.ml b/_build/.sandbox/9e5581b4eeb1fdab00c75ec05afb64b0/default/test/operations/zero2hero_1of7.ml.corrected
index 5caa1d9..5e12af5 100644
--- a/_build/default/test/operations/zero2hero_1of7.ml
+++ b/_build/.sandbox/9e5581b4eeb1fdab00c75ec05afb64b0/default/test/operations/zero2hero_1of7.ml.corrected
@@ -273,21 +273,21 @@ let%expect_test "Simple gradients hosted" =
   [%expect
     {|
                        #12 *._l
-                        0.00
+                        -1.14e-20
                        #13 grad_*._l
-                        0.00
+                        -1.14e-20
                  #8 +_d                   β”‚#10 f non-emb
-                  0.00                    β”‚ -2.00
+                  -1.14e-20               β”‚ -2.00
                  #9 grad_+_d              β”‚#11 grad_f
-                  0.00                    β”‚ 0.00
-          #4 *._e            β”‚#6 c non-embβ”‚
-           0.00              β”‚ 1.00e+1    β”‚
-          #5 grad_*._e       β”‚#7 grad_c   β”‚
-           0.00              β”‚ 0.00       β”‚
+                  -1.14e-20               β”‚ -1.14e-20
+    #4 *._e                  β”‚#6 c non-embβ”‚
+     4.72e-18                β”‚ 1.00e+1    β”‚
+    #5 grad_*._e includes NaNβ”‚#7 grad_c   β”‚
+     -nan                    β”‚ -1.14e-20  β”‚
     #0 a non-embβ”‚#2 b non-embβ”‚            β”‚
      2.00       β”‚ -3.00      β”‚            β”‚
     #1 grad_a   β”‚#3 grad_b   β”‚            β”‚
-     0.00       β”‚ 0.00       β”‚            β”‚
+     5.86e+14   β”‚ 5.73e+14   β”‚            β”‚
     |}];
   (* Do not update the params: all values and gradients will be at initial points, which are
      specified in the tensor in the brackets. *)
@@ -403,21 +403,21 @@ let%expect_test "Simple gradients virtual" =
   [%expect
     {|
                    #12 *._l
-                    0.00
+                    -1.14e-20
                    #13 grad_*._l Virt/40
                    <void>
              #8 +_d Local/1046            β”‚#10 f non-emb
              <void>                       β”‚ -2.00
              #9 grad_+_d Virt/40          β”‚#11 grad_f
-             <void>                       β”‚ 0.00
+             <void>                       β”‚ -1.14e-20
       #4 *._e Virt/152       β”‚#6 c non-embβ”‚
       <void>                 β”‚ 1.00e+1    β”‚
       #5 grad_*._e Virt/40   β”‚#7 grad_c   β”‚
-      <void>                 β”‚ 0.00       β”‚
+      <void>                 β”‚ -3.11e-13  β”‚
     #0 a non-embβ”‚#2 b non-embβ”‚            β”‚
      2.00       β”‚ -3.00      β”‚            β”‚
     #1 grad_a   β”‚#3 grad_b   β”‚            β”‚
-     0.00       β”‚ 0.00       β”‚            β”‚
+     5.73e+14   β”‚ 7.03e+14   β”‚            β”‚
     |}];
   (* Do not update the params: all values and gradients will be at initial points, which are
      specified in the tensor in the brackets. *)
File "test/operations/test_threefry4x32.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/operations/test_threefry4x32.ml _build/.sandbox/9e5581b4eeb1fdab00c75ec05afb64b0/default/test/operations/test_threefry4x32.ml.corrected
diff --git a/_build/default/test/operations/test_threefry4x32.ml b/_build/.sandbox/9e5581b4eeb1fdab00c75ec05afb64b0/default/test/operations/test_threefry4x32.ml.corrected
index d350381..32ad13d 100644
--- a/_build/default/test/operations/test_threefry4x32.ml
+++ b/_build/.sandbox/9e5581b4eeb1fdab00c75ec05afb64b0/default/test/operations/test_threefry4x32.ml.corrected
@@ -38,11 +38,11 @@ let%expect_test "threefry4x32 basic test" =
   [%expect
     {|
     First 5 uniform random values:
-      [0]: 0.756113
-      [1]: 0.758716
-      [2]: 0.479668
-      [3]: 0.865075
-      [4]: 0.490017
+      [0]: 0.237546
+      [1]: 0.120910
+      [2]: 0.485426
+      [3]: 0.235820
+      [4]: 0.007262
     All values in [0, 1) range: true
     |}]
 
@@ -76,8 +76,8 @@ let%expect_test "uint4x32_to_prec_uniform different precisions" =
 
   [%expect
     {|
-    Single precision - first value: 0.756113, second value: 0.758716
+    Single precision - first value: 0.237546, second value: 0.120910
     All values in [0, 1) range: true
-    Half precision - first value: 0.756113, second value: 0.758716
+    Half precision - first value: 0.831543, second value: 0.237549
     All values in [0, 1) range: true
     |}]
File "test/training/moons_demo_parallel.expected", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/training/moons_demo_parallel.expected _build/default/test/training/moons_demo_parallel.exe.output
diff --git a/_build/default/test/training/moons_demo_parallel.expected b/_build/default/test/training/moons_demo_parallel.exe.output
index 7d67fbc..7370e82 100644
--- a/_build/default/test/training/moons_demo_parallel.expected
+++ b/_build/default/test/training/moons_demo_parallel.exe.output
@@ -1,3 +1,138 @@
 Retrieving commandline, environment, or config file variable ocannl_log_level
 Found 0, in the config file
-Success
+
+Half-moons scatterplot and decision boundary:
+β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
+β”‚************************************#***************************************************************β”‚
+β”‚*****************************##*#*#***###**#********************************************************β”‚
+β”‚*********************##**#*#*###***#*##*#**#*##*****************************************************β”‚
+β”‚*******************####*##########***#####**####****************************************************β”‚
+β”‚**************#**###**#**#*#*#*###*#*#**#*#####*****##**********************************************β”‚
+β”‚***************#####*#*##****##**####*####**#**#*#*#************************************************β”‚
+β”‚*************#*###*#*#*#*******************#*#*#########********************************************β”‚
+β”‚*********#**##*#*#*#**************************####*###*#********************************************β”‚
+β”‚********#****###*#*******************************#**#*#*##*#****************************************β”‚
+β”‚******#*#*#*#####************************************#####******************************************β”‚
+β”‚************###**************************************#*#********************************************β”‚
+β”‚********###**#*****************************************###*##***************************************β”‚
+β”‚******####*###********************************************###**#************************************β”‚
+β”‚*****###*##*#*********************%%********************#*##.#.................................%....β”‚
+β”‚****#*#####********************%....%.....................####..#..............................%....β”‚
+β”‚****##*#*#*******************..%%%%........................##................................%%.%%..β”‚
+β”‚***####*#*****************.......%..%.......................####.............................%..%.%.β”‚
+β”‚**##*#**#**************.........%.%%.......................###..##...........................%..%..%β”‚
+β”‚*##*#*##************...........%.%%.%.....................#..##..#...........................%.%..%.β”‚
+β”‚***####************............%%.%%.%.......................#####.#.........................%....%.β”‚
+β”‚*##*##*#*********...............%...%.......................##.#.#.........................%.%%%.%..β”‚
+β”‚#**#**#********................%%%.%%.........................#.###.........................%....%..β”‚
+β”‚####**********.....................%.%.%.....................##.##.........................%%%%%....β”‚
+β”‚#***##******.....................%%.%%..%....................#####.#.......................%%%%.%...β”‚
+β”‚##*#*******.......................%%%.%.%.........................##.....................%..%%%.....β”‚
+β”‚#*#*******.........................%%.%........................#..##......................%.%.%%%...β”‚
+β”‚#**#****............................%%%%%..%.....................#.......................%%%........β”‚
+β”‚##*****...........................%...%.%%%...................##...#...................%%%.%..%.....β”‚
+β”‚******..............................%.%%%%...........................................%..%.%%.%......β”‚
+β”‚*****................................%%.%%%%.............................................%%.%%......β”‚
+β”‚****...................................%..%..%.....................................%%%%.%%%%%.......β”‚
+β”‚**.......................................%.%%.%%..%...............................%%%%%%.%.%........β”‚
+β”‚*.......................................%%.%%.%%%................................%%.%.%...%.........β”‚
+β”‚.............................................%%%.............................%.%.%..%%..%...........β”‚
+β”‚.............................................%.%%.%%%%%..................%%%.%%.%.%..%..............β”‚
+β”‚............................................%%%.%%%%%%..%.%%..%%.%%%%%%.%%.%%%....%.................β”‚
+β”‚.............................................%..%...%%%%...%.%%%.%%.%%.....%%..%%%..%...............β”‚
+β”‚....................................................%..%%%%%.%.%.%.%.%..%%%%..%%....................β”‚
+β”‚...................................................%%%...%%.%.%...%...%%..%..%%.....................β”‚
+β”‚.....................................................%....%..%.%%%%%................................β”‚
+β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
+Batch Log-loss:
+β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
+β”‚ 7.99    β”‚-                                                                                                   β”‚
+β”‚         β”‚                                                                                                    β”‚
+β”‚         β”‚                                                                                                    β”‚
+β”‚         β”‚                                                                                                    β”‚
+β”‚         β”‚-                                                                                                   β”‚
+β”‚         β”‚ -    -                                                                                             β”‚
+β”‚         β”‚-- - -  - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - β”‚
+β”‚         β”‚-- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - β”‚
+β”‚         β”‚- -- -  - -- -    -  - - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - β”‚
+β”‚         β”‚-  ---- - -    --   -- -       - - -- -  -   -       -  -   -- - -- -    -  - - -- - -- - -- - -- - β”‚
+β”‚         β”‚---    - ---      -  -    - - -               -   --   -  -           --   -                        β”‚
+β”‚         β”‚   ---       -  - -      -       -       - --   --   -   -        --              --   -- -         β”‚
+β”‚         β”‚      - -   -- -      --           - -- - -  -    ----  -   -- - -   - - -    - -  - --  -  -- - ---β”‚
+β”‚b        β”‚-      --    -    --  -   -    -  -   -     -         -    -        -   -----  - -  -   -  - -- - - β”‚
+β”‚a        β”‚      -  -              -    - ---- -         -        -  -   -   -  --- -                 -  -   --β”‚
+β”‚t        β”‚           -  - -  -     -  -          -   -   -               --             -  - --    -          β”‚
+β”‚c        β”‚ - -        -   -               - -     --       -           - -    -        --  -  - -             β”‚
+β”‚h        β”‚    -       -         -     -       -      -    -   -     -     -             --        -       -  -β”‚
+β”‚         β”‚                                -             - -  - -    -                                  -      β”‚
+β”‚l        β”‚         -                 -          -                    -        -                       --      β”‚
+β”‚o        β”‚                       -               -              -         -                  -     -          β”‚
+β”‚g        β”‚                                  -                                                        -  -     β”‚
+β”‚         β”‚                    -          -                                                                    β”‚
+β”‚l        β”‚                                                                  -                                 β”‚
+β”‚o        β”‚                                                                                                    β”‚
+β”‚s        β”‚                                                        -                                           β”‚
+β”‚s        β”‚                                                                                                    β”‚
+β”‚         β”‚                                                                                                    β”‚
+β”‚         β”‚                                                                                                    β”‚
+β”‚         β”‚                                                                                                    β”‚
+β”‚         β”‚                                                           -                                        β”‚
+β”‚         β”‚                                                                                                    β”‚
+β”‚         β”‚                                                                                                    β”‚
+β”‚         β”‚                                                                                                    β”‚
+β”‚         β”‚                                                                                                    β”‚
+β”‚         β”‚                                                                                                    β”‚
+β”‚         β”‚                                                                                                    β”‚
+β”‚         β”‚                                                                                                    β”‚
+β”‚         β”‚                                                                                                    β”‚
+β”‚ -1.04e+1β”‚ ---------------------------------------------------------------------------------------------------β”‚
+β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
+β”‚         β”‚0.00                                                                                         1.19e+3β”‚
+β”‚         β”‚                                                step                                                β”‚
+β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
+Epoch Log-loss:
+β”Œβ”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
+β”‚ 8.51β”‚-                                                                                                   β”‚
+β”‚     β”‚                                                                                                    β”‚
+β”‚     β”‚                                                                                                    β”‚
+β”‚     β”‚                                                                                                    β”‚
+β”‚     β”‚                                                                                                    β”‚
+β”‚     β”‚                                                                                                    β”‚
+β”‚     β”‚                                                                                                    β”‚
+β”‚     β”‚                                                                                                    β”‚
+β”‚     β”‚                                                                                                    β”‚
+β”‚     β”‚                                                                                                    β”‚
+β”‚     β”‚                                                                                                    β”‚
+β”‚     β”‚                                                                                                    β”‚
+β”‚     β”‚                                                                                                    β”‚
+β”‚e    β”‚                                                                                                    β”‚
+β”‚p    β”‚                                                                                                    β”‚
+β”‚o    β”‚                                                                                                    β”‚
+β”‚c    β”‚                                                                                                    β”‚
+β”‚h    β”‚                                                                                                    β”‚
+β”‚     β”‚                                                                                                    β”‚
+β”‚l    β”‚                                                                                                    β”‚
+β”‚o    β”‚                                                                                                    β”‚
+β”‚g    β”‚                                                                                                    β”‚
+β”‚     β”‚                                                                                                    β”‚
+β”‚l    β”‚                                                                                                    β”‚
+β”‚o    β”‚                                                                                                    β”‚
+β”‚s    β”‚                                                                                                    β”‚
+β”‚s    β”‚                                                                                                    β”‚
+β”‚     β”‚                                                                                                    β”‚
+β”‚     β”‚ -                                                                                                  β”‚
+β”‚     β”‚      -                                                                                             β”‚
+β”‚     β”‚                                                                                                    β”‚
+β”‚     β”‚   -                                                                                                β”‚
+β”‚     β”‚                                                                                                    β”‚
+β”‚     β”‚     -  -                                                                                           β”‚
+β”‚     β”‚          -                                                                                         β”‚
+β”‚     β”‚                  -                                                                                 β”‚
+β”‚     β”‚           - -         -       - - --    -        -  -  -        --                                 β”‚
+β”‚     β”‚               -     -      -         -      -     -   -    -- -    -  - - -  - -- - -- - -- - -- - β”‚
+β”‚     β”‚                         --   -         -  -  - -         -           -     -                       β”‚
+β”‚ 6.01β”‚                -   -                                                                               β”‚
+β”œβ”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
+β”‚     β”‚0.00                                                                                         5.90e+1β”‚
+β”‚     β”‚                                                step                                                β”‚
+β””β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
\ No newline at end of file
File "test/training/moons_demo.expected", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/training/moons_demo.expected _build/default/test/training/moons_demo.exe.output
diff --git a/_build/default/test/training/moons_demo.expected b/_build/default/test/training/moons_demo.exe.output
index 3d5e347..3545e7d 100644
--- a/_build/default/test/training/moons_demo.expected
+++ b/_build/default/test/training/moons_demo.exe.output
@@ -2,49 +2,49 @@ Retrieving commandline, environment, or config file variable ocannl_log_level
 Found 0, in the config file
 Half-moons scatterplot and decision boundary:
 β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
-β”‚************************************#*********************************************..................β”‚
-β”‚*****************************##*#*#***###**#*************************************...................β”‚
-β”‚*********************##**#*#*###***#*##*#**#*##*********************************....................β”‚
-β”‚*******************####*##########***#####**####*******************************.....................β”‚
-β”‚**************#**###**#**#*#*#*###*#*#**#*#####*****##************************......................β”‚
-β”‚***************#####*#*##****##**####*####**#**#*#*#*************************.......................β”‚
-β”‚*************#*###*#*#*#*******************#*#*#########*********************.......................β”‚
-β”‚*********#**##*#*#*#**************************####*###*#********************........................β”‚
-β”‚********#****###*#*******************************#**#*#*##*#****************........................β”‚
-β”‚******#*#*#*#####************************************#####******************........................β”‚
-β”‚************###**************************************#*#********************........................β”‚
-β”‚********###**#**************........*******************###*##**************.........................β”‚
-β”‚******####*###***********.............********************###**#***********.........................β”‚
-β”‚*****###*##*#**********...........%%....****************#*##*#*************....................%....β”‚
-β”‚****#*#####***********.........%....%.....****************####**#**********....................%....β”‚
-β”‚****##*#*#**********...........%%%%........****************##*************...................%%.%%..β”‚
-β”‚***####*#**********..............%..%........***************####**********...................%..%.%.β”‚
-β”‚**##*#**#*********..............%.%%...........************###**##********...................%..%..%β”‚
-β”‚*##*#*##*********..............%.%%.%...........**********#**##**#********...................%.%..%.β”‚
-β”‚***####*********...............%%.%%.%............***********#####*#*****....................%....%.β”‚
-β”‚*##*##*#******..................%...%...............********##*#*#*******..................%.%%%.%..β”‚
-β”‚#**#**#******..................%%%.%%................*********#*###******...................%....%..β”‚
-β”‚####********.......................%.%.%...............******##*##*******..................%%%%%....β”‚
-β”‚#***##*****......................%%.%%..%................****#####*#****...................%%%%.%...β”‚
-β”‚##*#******........................%%%.%.%.................********##****.................%..%%%.....β”‚
-β”‚#*#******..........................%%.%.....................***#**##****..................%.%.%%%...β”‚
-β”‚#**#***.............................%%%%%..%..................***#******.................%%%........β”‚
-β”‚##****............................%...%.%%%...................##***#***................%%%.%..%.....β”‚
-β”‚*****...............................%.%%%%........................*****..............%..%.%%.%......β”‚
-β”‚****.................................%%.%%%%.............................................%%.%%......β”‚
-β”‚***....................................%..%..%.....................................%%%%.%%%%%.......β”‚
-β”‚*........................................%.%%.%%..%...............................%%%%%%.%.%........β”‚
-β”‚........................................%%.%%.%%%................................%%.%.%...%.........β”‚
-β”‚.............................................%%%.............................%.%.%..%%..%...........β”‚
-β”‚.............................................%.%%.%%%%%..................%%%.%%.%.%..%..............β”‚
-β”‚............................................%%%.%%%%%%..%.%%..%%.%%%%%%.%%.%%%....%.................β”‚
-β”‚.............................................%..%...%%%%...%.%%%.%%.%%.....%%..%%%..%...............β”‚
-β”‚....................................................%..%%%%%.%.%.%.%.%..%%%%..%%....................β”‚
-β”‚...................................................%%%...%%.%.%...%...%%..%..%%.....................β”‚
-β”‚.....................................................%....%..%.%%%%%................................β”‚
+β”‚************************************#***************************************************************β”‚
+β”‚*****************************##*#*#***###**#********************************************************β”‚
+β”‚*********************##**#*#*###***#*##*#**#*##*****************************************************β”‚
+β”‚*******************####*##########***#####**####****************************************************β”‚
+β”‚**************#**###**#**#*#*#*###*#*#**#*#####*****##**********************************************β”‚
+β”‚***************#####*#*##****##**####*####**#**#*#*#************************************************β”‚
+β”‚*************#*###*#*#*#*******************#*#*#########********************************************β”‚
+β”‚*********#**##*#*#*#**************************####*###*#********************************************β”‚
+β”‚********#****###*#*******************************#**#*#*##*#****************************************β”‚
+β”‚******#*#*#*#####************************************#####******************************************β”‚
+β”‚************###**************************************#*#............................................β”‚
+β”‚********###**#**********************...................###.##.......................................β”‚
+β”‚******####*###*****************...........................###..#....................................β”‚
+β”‚*****###*##*#****************.....%%....................#.##.#.................................%....β”‚
+β”‚****#*#####*****************...%....%.....................####..#..............................%....β”‚
+β”‚****##*#*#*****************....%%%%........................##................................%%.%%..β”‚
+β”‚***####*#****************........%..%.......................####.............................%..%.%.β”‚
+β”‚**##*#**#***************........%.%%.......................###..##...........................%..%..%β”‚
+β”‚*##*#*##***************........%.%%.%.....................#..##..#...........................%.%..%.β”‚
+β”‚***####***************.........%%.%%.%.......................#####.#.........................%....%.β”‚
+β”‚*##*##*#*************...........%...%.......................##.#.#.........................%.%%%.%..β”‚
+β”‚#**#**#************............%%%.%%.........................#.###.........................%....%..β”‚
+β”‚####**************.................%.%.%.....................##.##.........................%%%%%....β”‚
+β”‚#***##***********................%%.%%..%....................#####.#.......................%%%%.%...β”‚
+β”‚##*#************..................%%%.%.%.........................##.....................%..%%%.....β”‚
+β”‚#*#************....................%%.%........................#..##......................%.%.%%%...β”‚
+β”‚#**#**********......................%%%%%..%.....................#.......................%%%........β”‚
+β”‚##***********.....................%...%.%%%...................##...#...................%%%.%..%.....β”‚
+β”‚************........................%.%%%%...........................................%..%.%%.%......β”‚
+β”‚***********..........................%%.%%%%.............................................%%.%%......β”‚
+β”‚**********.............................%..%..%.....................................%%%%.%%%%%.......β”‚
+β”‚*********................................%.%%.%%..%...............................%%%%%%.%.%........β”‚
+β”‚********................................%%.%%.%%%................................%%.%.%...%.........β”‚
+β”‚*******......................................%%%.............................%.%.%..%%..%...........β”‚
+β”‚******.......................................%.%%.%%%%%..................%%%.%%.%.%..%..............β”‚
+β”‚*****.......................................%%%.%%%%%%..%.%%..%%.%%%%%%.%%.%%%....%.................β”‚
+β”‚****.........................................%..%...%%%%...%.%%%.%%.%%.....%%..%%%..%...............β”‚
+β”‚***.................................................%..%%%%%.%.%.%.%.%..%%%%..%%....................β”‚
+β”‚**.................................................%%%...%%.%.%...%...%%..%..%%.....................β”‚
+β”‚*....................................................%....%..%.%%%%%................................β”‚
 β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜Loss:
 β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
-β”‚ 2.38e+1β”‚-                                                                                                   β”‚
+β”‚ 3.20e+1β”‚-                                                                                                   β”‚
 β”‚        β”‚                                                                                                    β”‚
 β”‚        β”‚                                                                                                    β”‚
 β”‚        β”‚                                                                                                    β”‚
@@ -70,7 +70,6 @@ Half-moons scatterplot and decision boundary:
 β”‚        β”‚                                                                                                    β”‚
 β”‚        β”‚                                                                                                    β”‚
 β”‚        β”‚                                                                                                    β”‚
-β”‚        β”‚-                                                                                                   β”‚
 β”‚        β”‚                                                                                                    β”‚
 β”‚        β”‚                                                                                                    β”‚
 β”‚        β”‚                                                                                                    β”‚
@@ -78,56 +77,57 @@ Half-moons scatterplot and decision boundary:
 β”‚        β”‚                                                                                                    β”‚
 β”‚        β”‚                                                                                                    β”‚
 β”‚        β”‚-                                                                                                   β”‚
-β”‚        β”‚   -                                                                                                β”‚
-β”‚        β”‚ -    - -  - - -- -                 -        -                                                      β”‚
-β”‚        β”‚     -    -         -  - -         -- - -- -  -    -                                                β”‚
-β”‚        β”‚-- - -- - -    -- - -- -  - - -- - -- -         - -  - -- - -- - -- -  -   -                        β”‚
-β”‚        β”‚---- -- - -- - ---- -- - ---- -- - -- - -- - --    -                  -  -  - - -- - --   -         β”‚
+β”‚        β”‚-                                                                                                   β”‚
+β”‚        β”‚                                                                                                    β”‚
+β”‚        β”‚                                      - -                                                           β”‚
+β”‚        β”‚ - - --                -  - -  - -  -    - - -- - -- - -- - -- -                                    β”‚
+β”‚        β”‚ -                  --   -    -    -                             -- - -- - -- - -- - -- - -- - -- - β”‚
+β”‚        β”‚-- - ---- ---- ---- -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - β”‚
 β”‚ 0.00   β”‚----------------------------------------------------------------------------------------------------β”‚
 β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
 β”‚        β”‚0.00                                                                                         4.79e+3β”‚
 β”‚        β”‚                                                step                                                β”‚
 β””β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜Log-loss, for better visibility:
 β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
-β”‚ 3.17    β”‚-                                                                                                   β”‚
+β”‚ 3.46    β”‚-                                                                                                   β”‚
 β”‚         β”‚                                                                                                    β”‚
 β”‚         β”‚                                                                                                    β”‚
 β”‚         β”‚                                                                                                    β”‚
-β”‚         β”‚-                                                                                                   β”‚
-β”‚         β”‚                                                                                                    β”‚
-β”‚         β”‚-  -                                                                                                β”‚
-β”‚         β”‚ -   -- - -- - -- - -               -        --                                                     β”‚
-β”‚         β”‚      -           -  - - -- -  -   -- - -- -    - -- -  -    -                                      β”‚
-β”‚         β”‚-- - -- - -- - ---  -  - -- - -- - -- -                -  - -  - -- -  -   -                        β”‚
-β”‚         β”‚---- -- - -- - ---- -- - ---- -- - -- - --   --                       -  -       -    -             β”‚
-β”‚         β”‚-  - -- - -- - -    -    -  - -  - --      -       - -                      - - -  - -  - -         β”‚
-β”‚         β”‚- -  -- -    -   --  ---   --  - - -  - --   -  - -                                          -      β”‚
-β”‚         β”‚- --  -      -   -                  - -  -   -         -- -  -                             -      - β”‚
-β”‚         β”‚-  - -    --        --           - -- - --      -    - -    -    -  -                          --   β”‚
-β”‚         β”‚     --   --      -   --      -     -         -   --    - -  -   -  -                               β”‚
-β”‚l        β”‚-  -    -      -    --   - --   --      -  - -                    -        -             -       -  β”‚
-β”‚o        β”‚ -   ---   - -         -      - -  -  -  - -         -      -             -          -              β”‚
-β”‚g        β”‚ -  - -- -    -          -         --    -  -   -  -              -    -         --    -    -       β”‚
-β”‚         β”‚- --    -    -  -   ---    -     -------- - - --                  --           -    -          -    β”‚
-β”‚l        β”‚--    -- - -          -     -  -- -- --- -- -     - - -    -  - -  -  -   --                  -    -β”‚
-β”‚o        β”‚--  - --  ----        -     - --    -- -- -  --   ---- - - -         -              -               β”‚
-β”‚s        β”‚--    --   -    -     -          -- -- --   -  - ---     -   - -   -         --           --        β”‚
-β”‚s        β”‚ -- - --   -         ---    --    ------ --     --    -- -    -             --               -      β”‚
-β”‚         β”‚        -  -     -   --   -  -   - - - --    --   -   ---  --           -        - - -    -         β”‚
-β”‚         β”‚-  - ---      -      -       -   ---    -    - - - -   --  -    -       -    -  -             -  -  β”‚
-β”‚         β”‚       - - -          -     -    --  ---   - -  -  -   -  -       - -   -       -   -               β”‚
-β”‚         β”‚-  -                           - -   - -    -     -         -  -                          -         β”‚
-β”‚         β”‚-                         -     --    - - - -  -    -        -       -   -        -                 β”‚
-β”‚         β”‚                               - -   -  -      -    -         -- -              -     -             β”‚
-β”‚         β”‚-   -                --          -      - --   -               -                                    β”‚
-β”‚         β”‚       -                  -   -    - --     -            -               -                          β”‚
-β”‚         β”‚                                  -     -        -               -         -                        β”‚
-β”‚         β”‚                                -         -           -      -                 -              -     β”‚
-β”‚         β”‚                                                 -                                                  β”‚
-β”‚         β”‚      -                                                                                             β”‚
-β”‚         β”‚                                                      -                                             β”‚
-β”‚         β”‚                                                                -                                   β”‚
 β”‚         β”‚                                                                                                    β”‚
+β”‚         β”‚-                                                                                                   β”‚
+β”‚         β”‚-                                                                                                   β”‚
+β”‚         β”‚ -                             - -  - - -- - --    - -                                              β”‚
+β”‚         β”‚   - --             -- - -- - -    -            - -    -- - -- - -- - --                            β”‚
+β”‚         β”‚-- -    - -- - -  - -- -                                            -    - -- - -- - -- - -- - -- - β”‚
+β”‚         β”‚ - - -- - ---- ---- -    --   -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - β”‚
+β”‚         β”‚-- - ---- ---- ---- -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - β”‚
+β”‚         β”‚--        -    - -- -- -  -   -  - -- - -- -  - - -- - -- - -- -  - - -- - -- -         -      -- - β”‚
+β”‚         β”‚--           -      -  - -  - -- -  -    - - -- -  - -              - -  -           -         -    β”‚
+β”‚         β”‚----   -    -     - -- -  -    -           -              -    - -         -    --    -   -- -    - β”‚
+β”‚         β”‚-- -      - -- - -                    -    -      -          -    -                -    -           β”‚
+β”‚l        β”‚-    - --         - -  -            - -                 -              -        -               -   β”‚
+β”‚o        β”‚  -                  -   -       ----   -- -       -      - -                 -  - -      -  -      β”‚
+β”‚g        β”‚--        -  - -            ----      - --    - -      -  -       - -  -   -   -    --- -  -        β”‚
+β”‚         β”‚ -  -       -    -   -    -- -      -  ---- - - -- - -- -  - - -- -  -   -- - -- -  -      - --    -β”‚
+β”‚l        β”‚---               -- --   - -  --  - --- -   -- -- ---  -  -  -      -   -  -  -   -  - -- - -- - --β”‚
+β”‚o        β”‚---   - --        --  -----  - -  - --    --  ---  -  - ---- -  - ---  -    - --    - -    - -- - - β”‚
+β”‚s        β”‚ --   -    - -  - ----  --- -   -- -   -  - - ---- --   ---- ----- --- ---  - -  - -- - --   -    --β”‚
+β”‚s        β”‚---    -      -   ---- --   -   - - - -- -    -  ---  - ---- ---   ---- - - -    -      -- -  -    -β”‚
+β”‚         β”‚- -   -             - - - -- --   -    -    - ---     - - -   - - -- - - -- ----   -  - -- ---- - - β”‚
+β”‚         β”‚             -    -- -- --   --      -    - - -- - -- - ---  -- -    - -- - ---  ---- ---- -  - -  -β”‚
+β”‚         β”‚-       -       - -                  -  -   -    -  -  -   - - --         -   -- ---- --   - ----- -β”‚
+β”‚         β”‚  -      -       -   -     -    --     -                 -  --  --     -     -   ---- -- -  - - ----β”‚
+β”‚         β”‚---        -         -  -             - --            -      -       -  -      -      -  - --    -  β”‚
+β”‚         β”‚ -            - -             -                       -         - -    -          -   -         -   β”‚
+β”‚         β”‚   -    --                   -              - --     -                                   -   -  -  -β”‚
+β”‚         β”‚                                     -    -              -                        -      -          β”‚
+β”‚         β”‚                                 -   -                     -         -   -  --     -       -  -     β”‚
+β”‚         β”‚                                    -        - -                               -      -             β”‚
+β”‚         β”‚                                            -                                                       β”‚
+β”‚         β”‚                   -                                                                                β”‚
+β”‚         β”‚                        -                 -                                                         β”‚
+β”‚         β”‚                                                 -                     -                            β”‚
+β”‚         β”‚                                                                       -                            β”‚
 β”‚ -1.00e+1β”‚----------------------------------------------------------------------------------------------------β”‚
 β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
 β”‚         β”‚0.00                                                                                         4.79e+3β”‚
"/usr/bin/env" "bash" "-c" "opam exec -- dune build @install @check @runtest && rm -rf _build" failed with exit status 1
2025-08-09 19:37.17: Job failed: Failed: Build failed