Organisationsahrefsocannl0a45e7 ()freebsd-14.2-5.3_opam-2.4

freebsd-14.2-5.3_opam-2.4

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2025-08-09 19:35.30: New job: test ahrefs/ocannl https://github.com/ahrefs/ocannl.git#refs/heads/master (0a45e7bcf9b7b1db567ee41da3a7900ddc038883) (freebsd-x86_64:freebsd-14.2-5.3_opam-2.4)
Base: freebsd-14.2-ocaml-5.3
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 freebsd-14.2-ocaml-5.3
# freebsd-14.2-5.3_opam-2.4
USER 1000:1000
ENV CLICOLOR_FORCE="1"
ENV OPAMCOLOR="always"
WORKDIR /src
RUN sudo ln -f /usr/local/bin/opam-2.4 /usr/local/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-freebsd-14.2-ocaml-5.3-freebsd-14.2-5.3_opam-2.4-83f2c92a8149933d384aef7c4711fb31"
2025-08-09 19:35.30: Using OBuilder spec:
((from freebsd-14.2-ocaml-5.3)
(comment freebsd-14.2-5.3_opam-2.4)
(user (uid 1000) (gid 1000))
(env CLICOLOR_FORCE 1)
(env OPAMCOLOR always)
(workdir /src)
(run (shell "sudo ln -f /usr/local/bin/opam-2.4 /usr/local/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 rosemary
Updating files: 100% (150/150), done.
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 freebsd-14.2-ocaml-5.3)
2025-08-09 19:36.00 ---> using "47c9a03b962be450225081ed69acde1f5c6dadb6d1106d9b1a8b4fd61c2defa6" from cache


/: (comment freebsd-14.2-5.3_opam-2.4)


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


/: (env CLICOLOR_FORCE 1)


/: (env OPAMCOLOR always)


/: (workdir /src)


/src: (run (shell "sudo ln -f /usr/local/bin/opam-2.4 /usr/local/bin/opam"))
2025-08-09 19:36.01 ---> using "3cf9d05e5eb2b3cab7746fab6ccc73ebe3b43051756027b7ee3d88bc2433384a" from cache


/src: (run (shell "opam init --reinit -ni"))
No configuration file found, using 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 2.1 to version 2.2, which can't be reverted.
You may want to back it up before going further.


Continue? [Y/n] y
[NOTE] The 'jobs' option was reset, its value was 1 and its new value will vary according to the current number of cores on your machine. You can restore the fixed value using:
opam option jobs=1 --global
Format upgrade done.


<><> Updating repositories ><><><><><><><><><><><><><><><><><><><><><><><><><><>
[default] no changes from git+file:///home/opam/opam-repository
2025-08-09 19:36.01 ---> using "6be513be757734d73b41a31e19f8ae22aa3fe2fd424869d3fd3c8b16bb4fa69a" from cache


/src: (run (shell "uname -rs && opam exec -- ocaml -version && opam --version"))
FreeBSD 14.2-RELEASE-p1
The OCaml toplevel, version 5.3.0
2.4.1
2025-08-09 19:36.02 ---> using "6406a960b971760de52a319d92e3ade2dc00fc29daba60f2a83f980f00dde731" from cache


/src: (workdir /src)


/src: (run (shell "sudo chown opam /src"))
2025-08-09 19:36.02 ---> using "ceecf1d51f19afc7e1cbf641861a5e731a764903c017a5b842658d708b08899c" 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.
2025-08-09 19:36.03 ---> using "b839ed237da9a062f46ef3287af09640157ee3d2ef1194b77ce5d1e3b9bc3c23" from cache


/src: (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./))
2025-08-09 19:36.04 ---> using "3cf50b752be416203109f5b79b6a13228c8a356407bd44641c49d2204ec4a395" 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 19:36.04 ---> using "9fb1bd261b56e68a06e664c67fed01614f6b6b292c707dc8c0f1ed0772dc450a" from cache


/src: (run (network host)
(shell "echo '(lang dune 3.0)' > './dune-project'"))
2025-08-09 19:36.05 ---> using "135eca2fbe673b2984e91290b6fd3e0ce498641de10468b32c5d638f0c7faebf" 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"))
[WARNING] Unknown update command for bsd, skipping system update


<><> Synchronising pinned packages ><><><><><><><><><><><><><><><><><><><><><><>
[neural_nets_lib.dev] synchronised (file:///src)
[arrayjit.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).
2025-08-09 19:36.05 ---> using "000f6acd9dc9e31002551326cf0429ec63ff745af64acd8ab7d481f40c7a53e3" 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
 angstrom                0.16.1
 astring                 0.8.5
 backoff                 0.1.1
 base                    v0.17.3
 base-bytes              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-compiler-libs     v0.17.0
 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


<><> Processing actions <><><><><><><><><><><><><><><><><><><><><><><><><><><><>
 retrieved backoff.0.1.1  (cached)
 retrieved astring.0.8.5  (cached)
 retrieved angstrom.0.16.1  (cached)
 retrieved bigarray-compat.1.1.0  (cached)
 retrieved bigstringaf.0.10.0  (cached)
 retrieved camlp-streams.5.0.1  (cached)
 retrieved camlzip.1.13  (cached)
 installed conf-libcurl.2
 retrieved cmdliner.1.3.0  (cached)
 retrieved csexp.1.5.2  (cached)
 installed conf-pkg-config.4
 retrieved cppo.1.8.0  (cached)
 installed conf-zlib.1
 installed conf-libffi.2.0.0
 retrieved csv.2.4  (cached)
 retrieved base.v0.17.3  (cached)
 retrieved curl.0.10.0  (cached)
 retrieved ctypes.0.23.0, ctypes-foreign.0.23.0  (cached)
 retrieved fieldslib.v0.17.0  (cached)
 retrieved fmt.0.11.0  (cached)
 retrieved integers.0.7.0  (cached)
 retrieved jane-street-headers.v0.17.0  (cached)
 retrieved jst-config.v0.17.0  (cached)
 retrieved mdx.2.5.0  (cached)
 retrieved logs.0.9.0  (cached)
 installed cmdliner.1.3.0
 retrieved multicore-magic.2.3.1  (cached)
 retrieved mtime.2.1.0  (cached)
 retrieved num.1.6  (cached)
 retrieved ocaml-syntax-shims.1.0.0  (cached)
 retrieved ocaml-compiler-libs.v0.17.0  (cached)
 retrieved ocaml-version.4.0.1  (cached)
 retrieved ocaml_intrinsics_kernel.v0.17.1  (cached)
 retrieved ocamlfind.1.9.8  (cached)
 retrieved parsexp.v0.17.0  (cached)
 retrieved ocamlbuild.0.16.1  (cached)
 retrieved pprint.20230830  (cached)
 retrieved pp.2.0.0  (cached)
 retrieved ppx_assert.v0.17.0  (cached)
 retrieved ppx_base.v0.17.0  (cached)
 retrieved ppx_cold.v0.17.0  (cached)
 installed num.1.6
 retrieved ppx_derivers.1.2.1  (cached)
 retrieved ppx_compare.v0.17.0  (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 ppx_expect.v0.17.3  (cached)
 retrieved ppx_enumerate.v0.17.0  (cached)
 retrieved ppx_fields_conv.v0.17.0  (cached)
 retrieved ppx_globalize.v0.17.2  (cached)
 retrieved ppx_deriving.6.1.1  (cached)
 retrieved ppx_here.v0.17.0  (cached)
 retrieved ppx_inline_test.v0.17.1  (cached)
 retrieved ppx_minidebug.2.3.0  (cached)
 retrieved ppx_optcomp.v0.17.1  (cached)
 retrieved ppx_hash.v0.17.0  (cached)
 retrieved ppx_string.v0.17.0  (cached)
 retrieved ppx_variants_conv.v0.17.1  (cached)
 retrieved ppx_sexp_conv.v0.17.1  (cached)
 retrieved ppxlib_jane.v0.17.4  (cached)
 installed ocamlbuild.0.16.1
 retrieved ptime.1.2.0  (cached)
 retrieved printbox.0.12, printbox-ext-plot.0.12, printbox-html.0.12, printbox-md.0.12, printbox-text.0.12  (cached)
 retrieved re.1.13.2  (cached)
 retrieved result.1.5  (cached)
 retrieved seq.base  (cached)
 installed seq.base
 retrieved sexplib.v0.17.0  (cached)
 installed ocamlfind.1.9.8
 installed base-bytes.base
 retrieved sexplib0.v0.17.0  (cached)
 retrieved saturn_lockfree.0.5.0  (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 tyxml.4.6.0  (cached)
 installed camlzip.1.13
 retrieved uucp.16.0.0  (cached)
 retrieved topkg.1.1.0  (cached)
 retrieved variantslib.v0.17.0  (cached)
 retrieved uutf.1.0.4  (cached)
 retrieved ppxlib.0.36.0  (cached)
 installed topkg.1.1.0
 installed uutf.1.0.4
 installed astring.0.8.5
 installed mtime.2.1.0
 installed fmt.0.11.0
 installed ptime.1.2.0
 installed logs.0.9.0
 installed uucp.16.0.0
 installed dune.3.19.1
 installed ppx_derivers.1.2.1
 installed printbox.0.12
 installed result.1.5
 installed pprint.20230830
 installed stdlib-shims.0.3.0
 installed pp.2.0.0
 installed ocaml_intrinsics_kernel.v0.17.1
 installed ocaml-version.4.0.1
 installed ocaml-syntax-shims.1.0.0
 installed ocaml-compiler-libs.v0.17.0
 installed multicore-magic.2.3.1
 installed thread-local-storage.0.2
 installed jane-street-headers.v0.17.0
 installed csv.2.4
 installed csexp.1.5.2
 installed ordering.3.19.1
 installed integers.0.7.0
 installed printbox-text.0.12
 installed sexplib0.v0.17.0
 installed re.1.13.2
 installed printbox-md.0.12
 installed dune-configurator.3.19.1
 installed dyn.3.19.1
 installed curl.0.10.0
 installed bigstringaf.0.10.0
 installed tyxml.4.6.0
 installed parsexp.v0.17.0
 installed cppo.1.8.0
 installed camlp-streams.5.0.1
 installed printbox-html.0.12
 installed angstrom.0.16.1
 installed base.v0.17.3
 installed printbox-ext-plot.0.12
 installed sexplib.v0.17.0
 installed bigarray-compat.1.1.0
 installed variantslib.v0.17.0
 installed stdio.v0.17.0
 installed fieldslib.v0.17.0
 installed backoff.0.1.1
 installed mdx.2.5.0
 installed stdune.3.19.1
 installed saturn_lockfree.0.5.0
 installed ppxlib.0.36.0
 installed ctypes.0.23.0
 installed ppx_optcomp.v0.17.1
 installed ppx_variants_conv.v0.17.1
 installed ppx_here.v0.17.0
 installed ppxlib_jane.v0.17.4
 installed ppx_fields_conv.v0.17.0
 installed ppx_deriving.6.1.1
 installed ppx_cold.v0.17.0
 installed dune-private-libs.3.19.1
 installed ppx_sexp_conv.v0.17.1
 installed ppx_globalize.v0.17.2
 installed ppx_enumerate.v0.17.0
 installed ppx_compare.v0.17.0
 installed ctypes-foreign.0.23.0
 installed dune-site.3.19.1
 installed ppx_assert.v0.17.0
 installed ppx_hash.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.
2025-08-09 19:36.06 ---> using "08946f556234ec18e7c81bd75e3b987bd34b56ec78ef61e46a5ccfad9a83c89c" from cache


/src: (copy (src .) (dst /src))
2025-08-09 19:36.12 ---> saved as "3e3e3c767b6950b98ee6394acdfab245aeea8c06d34b1a15a37e2b7b26578ea9"


/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
(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
File "test/operations/test_vec_simple.expected", line 1, characters 0-0:
/usr/local/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/local/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/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 cc
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
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
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
Found true, commandline --ocannl_debug_log_to_stream_files=true
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 cc
Retrieving commandline, environment, or config file variable ocannl_cc_backend_verify_codesign
Not found, using default false
Fatal error: exception File "src/printbox-text/PrintBox_text.ml", line 212, characters 6-12: Assertion failed
Raised at PrintBox_text.Output.Make_out.to_buf_aux_ in file "src/printbox-text/PrintBox_text.ml", line 212, characters 6-50
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 19-42
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41
Called from PrintBox_text.Output.Make_out.render in file "src/printbox-text/PrintBox_text.ml", line 242, characters 14-64
Called from PrintBox_text.output in file "src/printbox-text/PrintBox_text.ml", line 851, characters 2-31
Called from Minidebug_runtime.PrintBox.output_box in file "minidebug_runtime.ml", line 1527, characters 19-59
Called from Minidebug_runtime.PrintBox.close_log_impl.close_tree in file "minidebug_runtime.ml", line 1572, characters 6-38
Called from Backends.Add_buffer_retrieval_and_syncing.sync_routine.post in file "arrayjit/lib/backends.ml", lines 225-232, characters 13-15
Called from Ocannl__Train.run in file "lib/train.ml" (inlined), line 43, characters 17-44
Called from Ocannl__Train.init_params in file "lib/train.ml", line 344, characters 2-10
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
File "test/einsum/moons_demo_variant.expected", line 1, characters 0-0:
/usr/local/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/99074bb43d52811a487c5714456d4405/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/99074bb43d52811a487c5714456d4405/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/c56a3481ca49bfb060670e3e2f2c96fc/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/.sandbox/c56a3481ca49bfb060670e3e2f2c96fc/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
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
(cd _build/.sandbox/c56a3481ca49bfb060670e3e2f2c96fc/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/einsum_trivia_exec.expected", line 1, characters 0-0:
/usr/local/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..d7d972d 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
│└──────┴────────────────────────────────────┘│
└─────────────────────────────────────────────┘
HERE: test/einsum/einsum_trivia_exec.ml:254:21
-┌────────────────────────────────┐
-│[9]: ;=>+ shape 0:4,1:5,2:6,3:3 │
-│┌──────┬──────────────────┐     │
-││0 @ 0 │axis 3            │     │
-│├──────┼──────────────────┤     │
-││0 @ 1 │ 0.00  0.00  0.00 │     │
-││axis 2│ 0.00  0.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 0.00  0.00  4.00 │     │
-││      │ 0.00  0.00  5.00 │     │
-│├──────┼──────────────────┤     │
-││1 @ 1 │ 0.00  1.00  0.00 │     │
-││axis 2│ 0.00  1.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 0.00  1.00  4.00 │     │
-││      │ 0.00  1.00  5.00 │     │
-│├──────┼──────────────────┤     │
-││2 @ 1 │ 0.00  2.00  0.00 │     │
-││axis 2│ 0.00  2.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 0.00  2.00  4.00 │     │
-││      │ 0.00  2.00  5.00 │     │
-│├──────┼──────────────────┤     │
-││3 @ 1 │ 0.00  3.00  0.00 │     │
-││axis 2│ 0.00  3.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 0.00  3.00  4.00 │     │
-││      │ 0.00  3.00  5.00 │     │
-│├──────┼──────────────────┤     │
-││4 @ 1 │ 0.00  4.00  0.00 │     │
-││axis 2│ 0.00  4.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 0.00  4.00  4.00 │     │
-││      │ 0.00  4.00  5.00 │     │
-│└──────┴──────────────────┘     │
-├────────────────────────────────┤
-│┌──────┬──────────────────┐     │
-││1 @ 0 │axis 3            │     │
-│├──────┼──────────────────┤     │
-││0 @ 1 │ 1.00  0.00  0.00 │     │
-││axis 2│ 1.00  0.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 1.00  0.00  4.00 │     │
-││      │ 1.00  0.00  5.00 │     │
-│├──────┼──────────────────┤     │
-││1 @ 1 │ 1.00  1.00  0.00 │     │
-││axis 2│ 1.00  1.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 1.00  1.00  4.00 │     │
-││      │ 1.00  1.00  5.00 │     │
-│├──────┼──────────────────┤     │
-││2 @ 1 │ 1.00  2.00  0.00 │     │
-││axis 2│ 1.00  2.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 1.00  2.00  4.00 │     │
-││      │ 1.00  2.00  5.00 │     │
-│├──────┼──────────────────┤     │
-││3 @ 1 │ 1.00  3.00  0.00 │     │
-││axis 2│ 1.00  3.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 1.00  3.00  4.00 │     │
-││      │ 1.00  3.00  5.00 │     │
-│├──────┼──────────────────┤     │
-││4 @ 1 │ 1.00  4.00  0.00 │     │
-││axis 2│ 1.00  4.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 1.00  4.00  4.00 │     │
-││      │ 1.00  4.00  5.00 │     │
-│└──────┴──────────────────┘     │
-├────────────────────────────────┤
-│┌──────┬──────────────────┐     │
-││2 @ 0 │axis 3            │     │
-│├──────┼──────────────────┤     │
-││0 @ 1 │ 2.00  0.00  0.00 │     │
-││axis 2│ 2.00  0.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 2.00  0.00  4.00 │     │
-││      │ 2.00  0.00  5.00 │     │
-│├──────┼──────────────────┤     │
-││1 @ 1 │ 2.00  1.00  0.00 │     │
-││axis 2│ 2.00  1.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 2.00  1.00  4.00 │     │
-││      │ 2.00  1.00  5.00 │     │
-│├──────┼──────────────────┤     │
-││2 @ 1 │ 2.00  2.00  0.00 │     │
-││axis 2│ 2.00  2.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 2.00  2.00  4.00 │     │
-││      │ 2.00  2.00  5.00 │     │
-│├──────┼──────────────────┤     │
-││3 @ 1 │ 2.00  3.00  0.00 │     │
-││axis 2│ 2.00  3.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 2.00  3.00  4.00 │     │
-││      │ 2.00  3.00  5.00 │     │
-│├──────┼──────────────────┤     │
-││4 @ 1 │ 2.00  4.00  0.00 │     │
-││axis 2│ 2.00  4.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 2.00  4.00  4.00 │     │
-││      │ 2.00  4.00  5.00 │     │
-│└──────┴──────────────────┘     │
-├────────────────────────────────┤
-│┌──────┬──────────────────┐     │
-││3 @ 0 │axis 3            │     │
-│├──────┼──────────────────┤     │
-││0 @ 1 │ 3.00  0.00  0.00 │     │
-││axis 2│ 3.00  0.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 3.00  0.00  4.00 │     │
-││      │ 3.00  0.00  5.00 │     │
-│├──────┼──────────────────┤     │
-││1 @ 1 │ 3.00  1.00  0.00 │     │
-││axis 2│ 3.00  1.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 3.00  1.00  4.00 │     │
-││      │ 3.00  1.00  5.00 │     │
-│├──────┼──────────────────┤     │
-││2 @ 1 │ 3.00  2.00  0.00 │     │
-││axis 2│ 3.00  2.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 3.00  2.00  4.00 │     │
-││      │ 3.00  2.00  5.00 │     │
-│├──────┼──────────────────┤     │
-││3 @ 1 │ 3.00  3.00  0.00 │     │
-││axis 2│ 3.00  3.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 3.00  3.00  4.00 │     │
-││      │ 3.00  3.00  5.00 │     │
-│├──────┼──────────────────┤     │
-││4 @ 1 │ 3.00  4.00  0.00 │     │
-││axis 2│ 3.00  4.00  1.00 │     │
-││      │ ...   ...   ...  │     │
-││      │ 3.00  4.00  4.00 │     │
-││      │ 3.00  4.00  5.00 │     │
-│└──────┴──────────────────┘     │
-└────────────────────────────────┘
+┌───────────────────────────────────┐
+│[9]: ;=>+ shape 0:4,1:5,2:6,3:3    │
+│┌──────┬──────────────────────────┐│
+││0 @ 0 │axis 3                    ││
+│├──────┼──────────────────────────┤│
+││0 @ 1 │ 1.40e-45  0.00      0.00 ││
+││axis 2│ 0.00      1.40e-45  1.00 ││
+││      │ ...       ...       ...  ││
+││      │ 1.40e-45  0.00      4.00 ││
+││      │ 0.00      1.40e-45  5.00 ││
+│├──────┼──────────────────────────┤│
+││1 @ 1 │ 1.40e-45  1.00  0.00     ││
+││axis 2│ 0.00      1.00  1.00     ││
+││      │ ...       ...   ...      ││
+││      │ 1.40e-45  1.00  4.00     ││
+││      │ 0.00      1.00  5.00     ││
+│├──────┼──────────────────────────┤│
+││2 @ 1 │ 1.40e-45  2.00  0.00     ││
+││axis 2│ 0.00      2.00  1.00     ││
+││      │ ...       ...   ...      ││
+││      │ 1.40e-45  2.00  4.00     ││
+││      │ 0.00      2.00  5.00     ││
+│├──────┼──────────────────────────┤│
+││3 @ 1 │ 1.40e-45  3.00  0.00     ││
+││axis 2│ 0.00      3.00  1.00     ││
+││      │ ...       ...   ...      ││
+││      │ 1.40e-45  3.00  4.00     ││
+││      │ 0.00      3.00  5.00     ││
+│├──────┼──────────────────────────┤│
+││4 @ 1 │ 1.40e-45  4.00  0.00     ││
+││axis 2│ 0.00      4.00  1.00     ││
+││      │ ...       ...   ...      ││
+││      │ 1.40e-45  4.00  4.00     ││
+││      │ 0.00      4.00  5.00     ││
+│└──────┴──────────────────────────┘│
+├───────────────────────────────────┤
+│┌──────┬──────────────────────┐    │
+││1 @ 0 │axis 3                │    │
+│├──────┼──────────────────────┤    │
+││0 @ 1 │ 1.00  0.00      0.00 │    │
+││axis 2│ 1.00  1.40e-45  1.00 │    │
+││      │ ...   ...       ...  │    │
+││      │ 1.00  0.00      4.00 │    │
+││      │ 1.00  1.40e-45  5.00 │    │
+│├──────┼──────────────────────┤    │
+││1 @ 1 │ 1.00  1.00  0.00     │    │
+││axis 2│ 1.00  1.00  1.00     │    │
+││      │ ...   ...   ...      │    │
+││      │ 1.00  1.00  4.00     │    │
+││      │ 1.00  1.00  5.00     │    │
+│├──────┼──────────────────────┤    │
+││2 @ 1 │ 1.00  2.00  0.00     │    │
+││axis 2│ 1.00  2.00  1.00     │    │
+││      │ ...   ...   ...      │    │
+││      │ 1.00  2.00  4.00     │    │
+││      │ 1.00  2.00  5.00     │    │
+│├──────┼──────────────────────┤    │
+││3 @ 1 │ 1.00  3.00  0.00     │    │
+││axis 2│ 1.00  3.00  1.00     │    │
+││      │ ...   ...   ...      │    │
+││      │ 1.00  3.00  4.00     │    │
+││      │ 1.00  3.00  5.00     │    │
+│├──────┼──────────────────────┤    │
+││4 @ 1 │ 1.00  4.00  0.00     │    │
+││axis 2│ 1.00  4.00  1.00     │    │
+││      │ ...   ...   ...      │    │
+││      │ 1.00  4.00  4.00     │    │
+││      │ 1.00  4.00  5.00     │    │
+│└──────┴──────────────────────┘    │
+├───────────────────────────────────┤
+│┌──────┬──────────────────────┐    │
+││2 @ 0 │axis 3                │    │
+│├──────┼──────────────────────┤    │
+││0 @ 1 │ 2.00  0.00      0.00 │    │
+││axis 2│ 2.00  1.40e-45  1.00 │    │
+││      │ ...   ...       ...  │    │
+││      │ 2.00  0.00      4.00 │    │
+││      │ 2.00  1.40e-45  5.00 │    │
+│├──────┼──────────────────────┤    │
+││1 @ 1 │ 2.00  1.00  0.00     │    │
+││axis 2│ 2.00  1.00  1.00     │    │
+││      │ ...   ...   ...      │    │
+││      │ 2.00  1.00  4.00     │    │
+││      │ 2.00  1.00  5.00     │    │
+│├──────┼──────────────────────┤    │
+││2 @ 1 │ 2.00  2.00  0.00     │    │
+││axis 2│ 2.00  2.00  1.00     │    │
+││      │ ...   ...   ...      │    │
+││      │ 2.00  2.00  4.00     │    │
+││      │ 2.00  2.00  5.00     │    │
+│├──────┼──────────────────────┤    │
+││3 @ 1 │ 2.00  3.00  0.00     │    │
+││axis 2│ 2.00  3.00  1.00     │    │
+││      │ ...   ...   ...      │    │
+││      │ 2.00  3.00  4.00     │    │
+││      │ 2.00  3.00  5.00     │    │
+│├──────┼──────────────────────┤    │
+││4 @ 1 │ 2.00  4.00  0.00     │    │
+││axis 2│ 2.00  4.00  1.00     │    │
+││      │ ...   ...   ...      │    │
+││      │ 2.00  4.00  4.00     │    │
+││      │ 2.00  4.00  5.00     │    │
+│└──────┴──────────────────────┘    │
+├───────────────────────────────────┤
+│┌──────┬──────────────────────┐    │
+││3 @ 0 │axis 3                │    │
+│├──────┼──────────────────────┤    │
+││0 @ 1 │ 3.00  0.00      0.00 │    │
+││axis 2│ 3.00  1.40e-45  1.00 │    │
+││      │ ...   ...       ...  │    │
+││      │ 3.00  0.00      4.00 │    │
+││      │ 3.00  1.40e-45  5.00 │    │
+│├──────┼──────────────────────┤    │
+││1 @ 1 │ 3.00  1.00  0.00     │    │
+││axis 2│ 3.00  1.00  1.00     │    │
+││      │ ...   ...   ...      │    │
+││      │ 3.00  1.00  4.00     │    │
+││      │ 3.00  1.00  5.00     │    │
+│├──────┼──────────────────────┤    │
+││2 @ 1 │ 3.00  2.00  0.00     │    │
+││axis 2│ 3.00  2.00  1.00     │    │
+││      │ ...   ...   ...      │    │
+││      │ 3.00  2.00  4.00     │    │
+││      │ 3.00  2.00  5.00     │    │
+│├──────┼──────────────────────┤    │
+││3 @ 1 │ 3.00  3.00  0.00     │    │
+││axis 2│ 3.00  3.00  1.00     │    │
+││      │ ...   ...   ...      │    │
+││      │ 3.00  3.00  4.00     │    │
+││      │ 3.00  3.00  5.00     │    │
+│├──────┼──────────────────────┤    │
+││4 @ 1 │ 3.00  4.00  0.00     │    │
+││axis 2│ 3.00  4.00  1.00     │    │
+││      │ ...   ...   ...      │    │
+││      │ 3.00  4.00  4.00     │    │
+││      │ 3.00  4.00  5.00     │    │
+│└──────┴──────────────────────┘    │
+└───────────────────────────────────┘
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
-┌───────────────────────────┐
-│[7]: =>_tk shape 0:6,1:3   │
-│┌──────┬──────────────────┐│
-││      │axis 1            ││
-│├──────┼──────────────────┤│
-││axis 0│ 0.00  0.00  0.00 ││
-││      │ 0.00  0.00  1.00 ││
-││      │ ...   ...   ...  ││
-││      │ 0.00  0.00  4.00 ││
-││      │ 0.00  0.00  5.00 ││
-│└──────┴──────────────────┘│
-└───────────────────────────┘
+┌───────────────────────────────────┐
+│[7]: =>_tk shape 0:6,1:3           │
+│┌──────┬──────────────────────────┐│
+││      │axis 1                    ││
+│├──────┼──────────────────────────┤│
+││axis 0│ 1.40e-45  0.00      0.00 ││
+││      │ 0.00      1.40e-45  1.00 ││
+││      │ ...       ...       ...  ││
+││      │ 1.40e-45  0.00      4.00 ││
+││      │ 0.00      1.40e-45  5.00 ││
+│└──────┴──────────────────────────┘│
+└───────────────────────────────────┘
HERE: test/einsum/einsum_trivia_exec.ml:278:21
┌─────────────────────────────────────────────────────────────────┐
│[2]: ;=>_c shape 0:3|1:4,2:2                                     │
(cd _build/.sandbox/99074bb43d52811a487c5714456d4405/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/local/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum/einsum_trivia.ml _build/.sandbox/99074bb43d52811a487c5714456d4405/default/test/einsum/einsum_trivia.ml.corrected
diff --git a/_build/default/test/einsum/einsum_trivia.ml b/_build/.sandbox/99074bb43d52811a487c5714456d4405/default/test/einsum/einsum_trivia.ml.corrected
index 97dc940..2bcae70 100644
--- a/_build/default/test/einsum/einsum_trivia.ml
+++ b/_build/.sandbox/99074bb43d52811a487c5714456d4405/default/test/einsum/einsum_trivia.ml.corrected
@@ -1124,7 +1124,7 @@ 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
+    HERE: test/einsum/einsum_trivia.ml:1124:21
┌───────────────────────────┐
│[7]: =>_tk shape 0:6,1:3   │
│┌──────┬──────────────────┐│
@@ -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
┌─────────────────────────────────────────────────────────────────┐
│[2]: ;=>_c shape 0:3|1:4,2:2                                     │
│┌──────┬──────────────────┬──────────────────┬──────────────────┐│
@@ -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
┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
│[2]: ;=>_c shape 2:4->0:3,1:2                                                                                          │
│┌──────┬────────────────────────────────────┬────────────────────────────────────┬────────────────────────────────────┐│
(cd _build/.sandbox/c56a3481ca49bfb060670e3e2f2c96fc/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
(cd _build/.sandbox/c56a3481ca49bfb060670e3e2f2c96fc/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/c56a3481ca49bfb060670e3e2f2c96fc/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/operations/test_threefry4x32.ml", line 1, characters 0-0:
/usr/local/bin/git --no-pager diff --no-index --color=always -u _build/default/test/operations/test_threefry4x32.ml _build/.sandbox/c56a3481ca49bfb060670e3e2f2c96fc/default/test/operations/test_threefry4x32.ml.corrected
diff --git a/_build/default/test/operations/test_threefry4x32.ml b/_build/.sandbox/c56a3481ca49bfb060670e3e2f2c96fc/default/test/operations/test_threefry4x32.ml.corrected
index d350381..32ad13d 100644
--- a/_build/default/test/operations/test_threefry4x32.ml
+++ b/_build/.sandbox/c56a3481ca49bfb060670e3e2f2c96fc/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/operations/zero2hero_1of7.ml", line 1, characters 0-0:
/usr/local/bin/git --no-pager diff --no-index --color=always -u _build/default/test/operations/zero2hero_1of7.ml _build/.sandbox/c56a3481ca49bfb060670e3e2f2c96fc/default/test/operations/zero2hero_1of7.ml.corrected
diff --git a/_build/default/test/operations/zero2hero_1of7.ml b/_build/.sandbox/c56a3481ca49bfb060670e3e2f2c96fc/default/test/operations/zero2hero_1of7.ml.corrected
index 5caa1d9..a56d87e 100644
--- a/_build/default/test/operations/zero2hero_1of7.ml
+++ b/_build/.sandbox/c56a3481ca49bfb060670e3e2f2c96fc/default/test/operations/zero2hero_1of7.ml.corrected
@@ -273,21 +273,21 @@ let%expect_test "Simple gradients hosted" =
[%expect
{|
#12 *._l
-                        0.00
+                        3.70e+1
#13 grad_*._l
-                        0.00
+                        -1.00
#8 +_d                   │#10 f non-emb
-                  0.00                    │ -2.00
+                  1.00                    │ -2.00
#9 grad_+_d              │#11 grad_f
-                  0.00                    │ 0.00
+                  8.00                    │ 1.60e+1
#4 *._e            │#6 c non-emb│
-           0.00              │ 1.00e+1    │
+           5.50e+1           │ 1.00e+1    │
#5 grad_*._e       │#7 grad_c   │
-           0.00              │ 0.00       │
+           6.00e+1           │ 2.50e+1    │
#0 a non-emb│#2 b non-emb│            │
2.00       │ -3.00      │            │
#1 grad_a   │#3 grad_b   │            │
-     0.00       │ 0.00       │            │
+     2.54e+1    │ 2.00e+1    │            │
|}];
(* 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
+                    1.02e+1
#13 grad_*._l Virt/40
<void>
#8 +_d Local/1046            │#10 f non-emb
<void>                       │ -2.00
#9 grad_+_d Virt/40          │#11 grad_f
-             <void>                       │ 0.00
+             <void>                       │ -2.40
#4 *._e Virt/152       │#6 c non-emb│
<void>                 │ 1.00e+1    │
#5 grad_*._e Virt/40   │#7 grad_c   │
-      <void>                 │ 0.00       │
+      <void>                 │ 1.00       │
#0 a non-emb│#2 b non-emb│            │
2.00       │ -3.00      │            │
#1 grad_a   │#3 grad_b   │            │
-     0.00       │ 0.00       │            │
+     -1.57e+1   │ 6.56       │            │
|}];
(* 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/training/moons_demo.expected", line 1, characters 0-0:
/usr/local/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..cdd2b8e 100644
--- a/_build/default/test/training/moons_demo.expected
+++ b/_build/default/test/training/moons_demo.exe.output
@@ -2,39 +2,39 @@ Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Half-moons scatterplot and decision boundary:
┌────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│************************************#*********************************************..................│
-│*****************************##*#*#***###**#*************************************...................│
-│*********************##**#*#*###***#*##*#**#*##*********************************....................│
+│************************************#******************************************.....................│
+│*****************************##*#*#***###**#***********************************.....................│
+│*********************##**#*#*###***#*##*#**#*##********************************.....................│
│*******************####*##########***#####**####*******************************.....................│
-│**************#**###**#**#*#*#*###*#*#**#*#####*****##************************......................│
-│***************#####*#*##****##**####*####**#**#*#*#*************************.......................│
-│*************#*###*#*#*#*******************#*#*#########*********************.......................│
-│*********#**##*#*#*#**************************####*###*#********************........................│
-│********#****###*#*******************************#**#*#*##*#****************........................│
-│******#*#*#*#####************************************#####******************........................│
-│************###**************************************#*#********************........................│
-│********###**#**************........*******************###*##**************.........................│
-│******####*###***********.............********************###**#***********.........................│
-│*****###*##*#**********...........%%....****************#*##*#*************....................%....│
-│****#*#####***********.........%....%.....****************####**#**********....................%....│
-│****##*#*#**********...........%%%%........****************##*************..................%%.%%..│
-│***####*#**********..............%..%........***************####**********...................%..%.%.│
-│**##*#**#*********..............%.%%...........************###**##********...................%..%..%│
-│*##*#*##*********..............%.%%.%...........**********#**##**#********...................%.%..%.│
-│***####*********...............%%.%%.%............***********#####*#*****....................%....%.│
-│*##*##*#******..................%...%...............********##*#*#*******..................%.%%%.%..│
-│#**#**#******..................%%%.%%................*********#*###******...................%....%..│
-│####********.......................%.%.%...............******##*##*******..................%%%%%....│
-│#***##*****......................%%.%%..%................****#####*#****...................%%%%.%...│
-│##*#******........................%%%.%.%.................********##****.................%..%%%.....│
-│#*#******..........................%%.%.....................***#**##****..................%.%.%%%...│
-│#**#***.............................%%%%%..%..................***#******.................%%%........│
-│##****............................%...%.%%%...................##***#***................%%%.%..%.....│
-│*****...............................%.%%%%........................*****..............%..%.%%.%......│
-│****.................................%%.%%%%.............................................%%.%%......│
-│***....................................%..%..%.....................................%%%%.%%%%%.......│
-│*........................................%.%%.%%..%...............................%%%%%%.%.%........│
-│........................................%%.%%.%%%................................%%.%.%...%.........│
+│**************#**###**#**#*#*#*###*#*#**#*#####*****##*************************.....................│
+│***************#####*#*##****##**####*####**#**#*#*#****************************....................│
+│*************#*###*#*#*#*******************#*#*#########************************....................│
+│*********#**##*#*#*#**************************####*###*#************************....................│
+│********#****###*#***************..**************#**#*#*##*#********************....................│
+│******#*#*#*#####**************......****************#####**********************....................│
+│************###**************.........***************#*#************************....................│
+│********###**#**************...........****************###*##*******************....................│
+│******####*###************...............*****************###**#****************....................│
+│*****###*##*#************.........%%......**************#*##*#*******************..............%....│
+│****#*#####*************.......%....%......***************####**#****************..............%....│
+│****##*#*#************.........%%%%.........***************##********************............%%.%%..│
+│***####*#************............%..%.........**************####*****************............%..%.%.│
+│**##*#**#***********............%.%%...........************###**##***************............%..%..%│
+│*##*#*##***********............%.%%.%...........**********#**##**#***************............%.%..%.│
+│***####***********.............%%.%%.%............***********#####*#*************............%....%.│
+│*##*##*#*********...............%...%..............*********##*#*#***************..........%.%%%.%..│
+│#**#**#********................%%%.%%...............**********#*###***************..........%....%..│
+│####**********.....................%.%.%.............********##*##****************.........%%%%%....│
+│#***##*******....................%%.%%..%..............******#####*#*************..........%%%%.%...│
+│##*#********......................%%%.%.%...............**********##***********..........%..%%%.....│
+│#*#********........................%%.%..................******#**##**********............%.%.%%%...│
+│#**#******..........................%%%%%..%..............*******#***********............%%%........│
+│##******..........................%...%.%%%.................**##***#********...........%%%.%..%.....│
+│*******.............................%.%%%%...................*************...........%..%.%%.%......│
+│******...............................%%.%%%%...................**********................%%.%%......│
+│****...................................%..%..%.....................****............%%%%.%%%%%.......│
+│***......................................%.%%.%%..%...............................%%%%%%.%.%........│
+│**......................................%%.%%.%%%................................%%.%.%...%.........│
│.............................................%%%.............................%.%.%..%%..%...........│
│.............................................%.%%.%%%%%..................%%%.%%.%.%..%..............│
│............................................%%%.%%%%%%..%.%%..%%.%%%%%%.%%.%%%....%.................│
@@ -44,7 +44,7 @@ Half-moons scatterplot and decision boundary:
│.....................................................%....%..%.%%%%%................................│
└────────────────────────────────────────────────────────────────────────────────────────────────────┘Loss:
┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ 2.38e+1│-                                                                                                   │
+│ 2.01e+1│-                                                                                                   │
│        │                                                                                                    │
│        │                                                                                                    │
│        │                                                                                                    │
@@ -63,70 +63,70 @@ Half-moons scatterplot and decision boundary:
│        │                                                                                                    │
│        │                                                                                                    │
│l       │                                                                                                    │
-│o       │                                                                                                    │
+│o       │-                                                                                                   │
│s       │                                                                                                    │
│s       │                                                                                                    │
│        │                                                                                                    │
│        │                                                                                                    │
│        │                                                                                                    │
│        │                                                                                                    │
-│        │-                                                                                                   │
│        │                                                                                                    │
│        │                                                                                                    │
│        │                                                                                                    │
│        │                                                                                                    │
+│        │     -                                                                                              │
│        │                                                                                                    │
-│        │                                                                                                    │
-│        │-                                                                                                   │
-│        │   -                                                                                                │
-│        │ -    - -  - - -- -                 -        -                                                      │
-│        │     -    -         -  - -         -- - -- -  -    -                                                │
-│        │-- - -- - -    -- - -- -  - - -- - -- -         - -  - -- - -- - -- -  -   -                        │
-│        │---- -- - -- - ---- -- - ---- -- - -- - -- - --    -                  -  -  - - -- - --   -         │
+│        │-              -                                                                                    │
+│        │ - -  -                                                                                             │
+│        │          -     -   -                                                                               │
+│        │        -  - -    -  -                                                                              │
+│        │ -                     - --                                                                         │
+│        │ - - -- -           -       - -- -                                                                  │
+│        │---- -- - -- - -- -                -- - -                                                           │
│ 0.00   │----------------------------------------------------------------------------------------------------│
├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│        │0.00                                                                                         4.79e+3│
│        │                                                step                                                │
└────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘Log-loss, for better visibility:
┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ 3.17    │-                                                                                                   │
+│ 3.00    │-                                                                                                   │
│         │                                                                                                    │
+│         │-                                                                                                   │
│         │                                                                                                    │
│         │                                                                                                    │
-│         │-                                                                                                   │
+│         │-    -         -                                                                                    │
+│         │ - -  -         -   -                                                                               │
+│         │        - -- -    -  -                                                                              │
+│         │ -   -                 - --                                                                         │
+│         │ - - -- -    -      -       - -- -    -                                                             │
+│         │---- -- - -- - --                   -   -                                                           │
+│         │  -- -  -    - -  -                -                                                                │
+│         │     -- - -  -      -- -                 -   -- - -                                                 │
+│         │- ----       -  - -                        -       -                                                │
+│         │-     -                                                                                             │
+│         │-  -    ---- -  -   -- -                     -   -                                                  │
+│l        │-- -        -  -  -           - -              -  -                                                 │
+│o        │-  --   --    - -                    -               -                                              │
+│g        │-  - --     --      -   --    -                 -                                                   │
+│         │    ---   --  - -  ---   -          -       - -                                                     │
+│l        │  - - -  --- -  -     -  --- --        -  -             -    -                                      │
+│o        │--  ---    - --- - - -- -               -   -                -                                      │
+│s        │-   -  - ----     --   -          --  --               - -                                          │
+│s        │ - -  ------  -      -    -  --- - --   ---                                                         │
+│         │ -- -      -  - -  -    -          -    - - -       -       -                                       │
+│         │--  -- -   -  -             -  -        -  --     - -                                               │
+│         │   -   -- -    - -  ---       -- --            -      -                                             │
+│         │    -    -  -             -       -     -                                                           │
+│         │-    -      -    -                     --  -         -     -                                        │
+│         │                      - -     -                 -         -                                         │
+│         │   --   -         -     -  -        --                                                              │
+│         │  -      -      - -                                                                                 │
+│         │                   -    -                -                                                          │
+│         │            -   - -  -      -                                                                       │
+│         │-                       -                                                                           │
+│         │                                 -    -                                                        -    │
+│         │                 -     -                                                                            │
│         │                                                                                                    │
-│         │-  -                                                                                                │
-│         │ -   -- - -- - -- - -               -        --                                                     │
-│         │      -           -  - - -- -  -   -- - -- -    - -- -  -    -                                      │
-│         │-- - -- - -- - ---  -  - -- - -- - -- -                -  - -  - -- -  -   -                        │
-│         │---- -- - -- - ---- -- - ---- -- - -- - --   --                       -  -       -    -             │
-│         │-  - -- - -- - -    -    -  - -  - --      -       - -                      - - -  - -  - -         │
-│         │- -  -- -    -   --  ---   --  - - -  - --   -  - -                                          -      │
-│         │- --  -      -   -                  - -  -   -         -- -  -                             -      - │
-│         │-  - -    --        --           - -- - --      -    - -    -    -  -                          --   │
-│         │     --   --      -   --      -     -         -   --    - -  -   -  -                               │
-│l        │-  -    -      -    --   - --   --      -  - -                    -        -             -       -  │
-│o        │ -   ---   - -         -      - -  -  -  - -         -      -             -          -              │
-│g        │ -  - -- -    -          -         --    -  -   -  -              -    -         --    -    -       │
-│         │- --    -    -  -   ---    -     -------- - - --                  --           -    -          -    │
-│l        │--    -- - -          -     -  -- -- --- -- -     - - -    -  - -  -  -   --                  -    -│
-│o        │--  - --  ----        -     - --    -- -- -  --   ---- - - -         -              -               │
-│s        │--    --   -    -     -          -- -- --   -  - ---     -   - -   -         --           --        │
-│s        │ -- - --   -         ---    --    ------ --     --    -- -    -             --               -      │
-│         │        -  -     -   --   -  -   - - - --    --   -   ---  --           -        - - -    -         │
-│         │-  - ---      -      -       -   ---    -    - - - -   --  -    -       -    -  -             -  -  │
-│         │       - - -          -     -    --  ---   - -  -  -   -  -       - -   -       -   -               │
-│         │-  -                           - -   - -    -     -         -  -                          -         │
-│         │-                         -     --    - - - -  -    -        -       -   -        -                 │
-│         │                               - -   -  -      -    -         -- -              -     -             │
-│         │-   -                --          -      - --   -               -                                    │
-│         │       -                  -   -    - --     -            -               -                          │
-│         │                                  -     -        -               -         -                        │
-│         │                                -         -           -      -                 -              -     │
-│         │                                                 -                                                  │
-│         │      -                                                                                             │
-│         │                                                      -                                             │
-│         │                                                                -                                   │
│         │                                                                                                    │
│ -1.00e+1│----------------------------------------------------------------------------------------------------│
├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
2025-08-09 20:35.30: Cancelling: Timeout (60.0 minutes)
Job cancelled
2025-08-09 20:35.31: Timeout (60.0 minutes)