Organisationsahrefsocannld49bc9 ()debian-12-5.3_ppc64_opam-2.3

debian-12-5.3_ppc64_opam-2.3

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2025-05-31 10:11.36: New job: test ahrefs/ocannl https://github.com/ahrefs/ocannl.git#refs/heads/master (d49bc965f5fe7c717cd2c17c3b7f5b0a883d11fb) (linux-ppc64:debian-12-5.3_ppc64_opam-2.3)
Base: ocaml/opam:debian-12-ocaml-5.3@sha256:e02db52b4786c0140a88a7ce65e51b43ea08675bf9ac59a987f144b54907ed1f
Opam project build


To reproduce locally:


git clone --recursive "https://github.com/ahrefs/ocannl.git" -b "master" && cd "ocannl" && git reset --hard d49bc965
cat > Dockerfile <<'END-OF-DOCKERFILE'
FROM ocaml/opam:debian-12-ocaml-5.3@sha256:e02db52b4786c0140a88a7ce65e51b43ea08675bf9ac59a987f144b54907ed1f
# debian-12-5.3_ppc64_opam-2.3
USER 1000:1000
ENV CLICOLOR_FORCE="1"
ENV OPAMCOLOR="always"
WORKDIR /src
RUN sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam
RUN opam init --reinit -ni
RUN uname -rs && opam exec -- ocaml -version && opam --version
WORKDIR /src
RUN sudo chown opam /src
RUN cd ~/opam-repository && (git cat-file -e 5d2fb3923b40a5570824690009441d947b823e8f || git fetch origin master) && git reset -q --hard 5d2fb3923b40a5570824690009441d947b823e8f && 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.v0.17.2 base-bigarray.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 cmdliner.1.3.0 conf-libffi.2.0.0 conf-pkg-config.4 cppo.1.8.0 csexp.1.5.2 ctypes.0.23.0 ctypes-foreign.0.23.0 dune.3.19.0 dune-configurator.3.19.0 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.5-1 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 parsexp.v0.17.0 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.6.0.3 ppx_enumerate.v0.17.0 ppx_expect.v0.17.2 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.0 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.0 ppx_minidebug.2.2.0 ppx_optcomp.v0.17.0 ppx_sexp_conv.v0.17.0 ppx_string.v0.17.0 ppx_variants_conv.v0.17.0 ppxlib.0.35.0 ppxlib_jane.v0.17.2 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.1.12.0 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 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 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=2.3 --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


2025-05-31 10:11.36: Using cache hint "ahrefs/ocannl-ocaml/opam:debian-12-ocaml-5.3@sha256:e02db52b4786c0140a88a7ce65e51b43ea08675bf9ac59a987f144b54907ed1f-debian-12-5.3_ppc64_opam-2.3-835eddc584e7df6f658cedd74acb2691"
2025-05-31 10:11.36: Using OBuilder spec:
((from ocaml/opam:debian-12-ocaml-5.3@sha256:e02db52b4786c0140a88a7ce65e51b43ea08675bf9ac59a987f144b54907ed1f)
(comment debian-12-5.3_ppc64_opam-2.3)
(user (uid 1000) (gid 1000))
(env CLICOLOR_FORCE 1)
(env OPAMCOLOR always)
(workdir /src)
(run (shell "sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam"))
(run (shell "opam init --reinit -ni"))
(run (shell "uname -rs && opam exec -- ocaml -version && opam --version"))
(workdir /src)
(run (shell "sudo chown opam /src"))
(run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "cd ~/opam-repository && (git cat-file -e 5d2fb3923b40a5570824690009441d947b823e8f || git fetch origin master) && git reset -q --hard 5d2fb3923b40a5570824690009441d947b823e8f && 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.v0.17.2 base-bigarray.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 cmdliner.1.3.0 conf-libffi.2.0.0 conf-pkg-config.4 cppo.1.8.0 csexp.1.5.2 ctypes.0.23.0 ctypes-foreign.0.23.0 dune.3.19.0 dune-configurator.3.19.0 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.5-1 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 parsexp.v0.17.0 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.6.0.3 ppx_enumerate.v0.17.0 ppx_expect.v0.17.2 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.0 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.0 ppx_minidebug.2.2.0 ppx_optcomp.v0.17.0 ppx_sexp_conv.v0.17.0 ppx_string.v0.17.0 ppx_variants_conv.v0.17.0 ppxlib.0.35.0 ppxlib_jane.v0.17.2 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.1.12.0 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 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 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=2.3 --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"))
)


2025-05-31 10:11.36: Waiting for resource in pool OCluster
2025-05-31 10:11.36: Waiting for worker…
2025-05-31 10:11.36: Got resource from pool OCluster
Building on scyleia.caelum.ci.dev
HEAD is now at 367ff3b7 Claude's third pass at adding BF16, FP8: proper conversions in pure C Claude decided to provide full definitions to inline rather than just headers for jitted C sources, for performance.
HEAD is now at d49bc965 Fixes #204 and #319: fix emulation of FP8, BF16 via single prec floats in Pure_C_config numerics


(from ocaml/opam:debian-12-ocaml-5.3@sha256:e02db52b4786c0140a88a7ce65e51b43ea08675bf9ac59a987f144b54907ed1f)
2025-05-31 10:11.37 ---> using "c4635525160c9f185a969ee812d6101e71fefa1ed329a5898c9422fb30c6512a" from cache


/: (comment debian-12-5.3_ppc64_opam-2.3)


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


/: (env CLICOLOR_FORCE 1)


/: (env OPAMCOLOR always)


/: (workdir /src)


/src: (run (shell "sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam"))
2025-05-31 10:11.37 ---> using "4e9719c80ce561fffd0cc76802598cfcd57ca2847222a8c998d4a21a3b71d577" from cache


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


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


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


<><> Updating repositories ><><><><><><><><><><><><><><><><><><><><><><><><><><>
[default] Initialised
2025-05-31 10:11.37 ---> using "c578370adbc5087aa27747e9f0370d2ae139ce1ed965c7b6c59e043adc113803" from cache


/src: (run (shell "uname -rs && opam exec -- ocaml -version && opam --version"))
Linux 6.8.0-60-generic
The OCaml toplevel, version 5.3.0
2.3.0
2025-05-31 10:11.37 ---> using "62f9b695304e1372bbeceabf06a5730df030c63db289471a97379b2bfe6dd883" from cache


/src: (workdir /src)


/src: (run (shell "sudo chown opam /src"))
2025-05-31 10:11.37 ---> using "67acfddc9eaa74ca1a3b210e7cecfe4216f9afd47f84e1282ed78076dabb3426" from cache


/src: (run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "cd ~/opam-repository && (git cat-file -e 5d2fb3923b40a5570824690009441d947b823e8f || git fetch origin master) && git reset -q --hard 5d2fb3923b40a5570824690009441d947b823e8f && git log --no-decorate -n1 --oneline && opam update -u"))
From https://github.com/ocaml/opam-repository
* branch                  master     -> FETCH_HEAD
35eb2f107a..5d2fb3923b  master     -> origin/master
5d2fb3923b Merge pull request #27963 from mseri/base-ppxlib


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


Everything as up-to-date as possible (run with --verbose to show unavailable upgrades).
However, you may "opam upgrade" these packages explicitly, which will ask permission to downgrade or uninstall the conflicting packages.
Nothing to do.
# To update the current shell environment, run: eval $(opam env)
2025-05-31 10:11.37 ---> using "78310a3ce2237a13158272c3b172b9814646df1770bdd836b30db5b8b65bb6e4" from cache


/src: (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./))
2025-05-31 10:11.37 ---> using "5235be7ea23add91808ea40a5b85934617c61954406b88710f80181eedb5b946" 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)
2025-05-31 10:11.37 ---> using "264026f4f9d6d128ebf95f9baad4454634366f7391d419ac16b500c7c8609b87" from cache


/src: (run (network host)
(shell "echo '(lang dune 3.0)' > './dune-project'"))
2025-05-31 10:11.37 ---> using "26044843b0d5a96fc6b798c46a6cdfeacf60d5a041f6a08c9a76d640fea7bd00" from cache


/src: (env DEPS "angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.2 base-bigarray.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 cmdliner.1.3.0 conf-libffi.2.0.0 conf-pkg-config.4 cppo.1.8.0 csexp.1.5.2 ctypes.0.23.0 ctypes-foreign.0.23.0 dune.3.19.0 dune-configurator.3.19.0 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.5-1 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 parsexp.v0.17.0 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.6.0.3 ppx_enumerate.v0.17.0 ppx_expect.v0.17.2 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.0 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.0 ppx_minidebug.2.2.0 ppx_optcomp.v0.17.0 ppx_sexp_conv.v0.17.0 ppx_string.v0.17.0 ppx_variants_conv.v0.17.0 ppxlib.0.35.0 ppxlib_jane.v0.17.2 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.1.12.0 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 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 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=2.3 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS"))
+ /usr/bin/sudo "apt-get" "update"
- Get:1 http://deb.debian.org/debian bookworm InRelease [151 kB]
- Get:2 http://deb.debian.org/debian bookworm-updates InRelease [55.4 kB]
- Get:3 http://deb.debian.org/debian-security bookworm-security InRelease [48.0 kB]
- Get:4 http://deb.debian.org/debian bookworm/main ppc64el Packages [8629 kB]
- Get:5 http://deb.debian.org/debian-security bookworm-security/main ppc64el Packages [252 kB]
- Fetched 9136 kB in 2s (5543 kB/s)
- Reading package lists...
- 


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


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


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


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


+ /usr/bin/sudo "apt-get" "install" "-qq" "-yy" "libffi-dev" "pkg-config"
- debconf: delaying package configuration, since apt-utils is not installed
- Selecting previously unselected package libffi-dev:ppc64el.
- (Reading database ... 
(Reading database ... 5%
(Reading database ... 10%
(Reading database ... 15%
(Reading database ... 20%
(Reading database ... 25%
(Reading database ... 30%
(Reading database ... 35%
(Reading database ... 40%
(Reading database ... 45%
(Reading database ... 50%
(Reading database ... 55%
(Reading database ... 60%
(Reading database ... 65%
(Reading database ... 70%
(Reading database ... 75%
(Reading database ... 80%
(Reading database ... 85%
(Reading database ... 90%
(Reading database ... 95%
(Reading database ... 100%
(Reading database ... 18720 files and directories currently installed.)
- Preparing to unpack .../libffi-dev_3.4.4-1_ppc64el.deb ...
- Unpacking libffi-dev:ppc64el (3.4.4-1) ...
- Selecting previously unselected package libpkgconf3:ppc64el.
- Preparing to unpack .../libpkgconf3_1.8.1-1_ppc64el.deb ...
- Unpacking libpkgconf3:ppc64el (1.8.1-1) ...
- Selecting previously unselected package pkgconf-bin.
- Preparing to unpack .../pkgconf-bin_1.8.1-1_ppc64el.deb ...
- Unpacking pkgconf-bin (1.8.1-1) ...
- Selecting previously unselected package pkgconf:ppc64el.
- Preparing to unpack .../pkgconf_1.8.1-1_ppc64el.deb ...
- Unpacking pkgconf:ppc64el (1.8.1-1) ...
- Selecting previously unselected package pkg-config:ppc64el.
- Preparing to unpack .../pkg-config_1.8.1-1_ppc64el.deb ...
- Unpacking pkg-config:ppc64el (1.8.1-1) ...
- Setting up libffi-dev:ppc64el (3.4.4-1) ...
- Setting up libpkgconf3:ppc64el (1.8.1-1) ...
- Setting up pkgconf-bin (1.8.1-1) ...
- Setting up pkgconf:ppc64el (1.8.1-1) ...
- Setting up pkg-config:ppc64el (1.8.1-1) ...
- Processing triggers for libc-bin (2.36-9+deb12u10) ...
2025-05-31 10:11.37 ---> using "6d6ce433e608e0191243615e42baa9c16fcf3f6fee2aecb0716f5efd4d0e0444" 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 75 packages
- install angstrom                0.16.1
- install astring                 0.8.5
- install backoff                 0.1.1
- install base                    v0.17.2
- install bigarray-compat         1.1.0
- install bigstringaf             0.10.0
- install camlp-streams           5.0.1
- install cmdliner                1.3.0
- install conf-libffi             2.0.0
- install conf-pkg-config         4
- install cppo                    1.8.0
- install csexp                   1.5.2
- install ctypes                  0.23.0
- install ctypes-foreign          0.23.0
- install dune                    3.19.0
- install dune-configurator       3.19.0
- install fieldslib               v0.17.0
- install fmt                     0.10.0
- install integers                0.7.0
- install jane-street-headers     v0.17.0
- install jst-config              v0.17.0
- install logs                    0.8.0
- install mdx                     2.5.0
- install mtime                   2.1.0
- install multicore-magic         2.3.1
- install num                     1.5-1
- install ocaml-compiler-libs     v0.17.0
- install ocaml-syntax-shims      1.0.0
- install ocaml-version           4.0.1
- install ocaml_intrinsics_kernel v0.17.1
- install ocamlbuild              0.16.1
- install ocamlfind               1.9.8
- install parsexp                 v0.17.0
- install pprint                  20230830
- install ppx_assert              v0.17.0
- install ppx_base                v0.17.0
- install ppx_cold                v0.17.0
- install ppx_compare             v0.17.0
- install ppx_derivers            1.2.1
- install ppx_deriving            6.0.3
- install ppx_enumerate           v0.17.0
- install ppx_expect              v0.17.2
- install ppx_fields_conv         v0.17.0
- install ppx_globalize           v0.17.0
- install ppx_hash                v0.17.0
- install ppx_here                v0.17.0
- install ppx_inline_test         v0.17.0
- install ppx_minidebug           2.2.0
- install ppx_optcomp             v0.17.0
- install ppx_sexp_conv           v0.17.0
- install ppx_string              v0.17.0
- install ppx_variants_conv       v0.17.0
- install ppxlib                  0.35.0
- install ppxlib_jane             v0.17.2
- install printbox                0.12
- install printbox-ext-plot       0.12
- install printbox-html           0.12
- install printbox-md             0.12
- install printbox-text           0.12
- install ptime                   1.2.0
- install re                      1.12.0
- install result                  1.5
- install saturn_lockfree         0.5.0
- install seq                     base
- install sexplib                 v0.17.0
- install sexplib0                v0.17.0
- install stdio                   v0.17.0
- install stdlib-shims            0.3.0
- install thread-local-storage    0.2
- install time_now                v0.17.0
- install topkg                   1.0.8
- install tyxml                   4.6.0
- install uucp                    16.0.0
- install uutf                    1.0.4
- install variantslib             v0.17.0


<><> Processing actions <><><><><><><><><><><><><><><><><><><><><><><><><><><><>
-> retrieved backoff.0.1.1  (cached)
-> retrieved angstrom.0.16.1  (cached)
-> retrieved astring.0.8.5  (cached)
-> retrieved base.v0.17.2  (cached)
-> retrieved bigarray-compat.1.1.0  (cached)
-> retrieved bigstringaf.0.10.0  (cached)
-> retrieved camlp-streams.5.0.1  (cached)
-> retrieved cmdliner.1.3.0  (cached)
-> retrieved cppo.1.8.0  (cached)
-> installed conf-pkg-config.4
-> retrieved csexp.1.5.2  (cached)
-> retrieved ctypes.0.23.0, ctypes-foreign.0.23.0  (cached)
-> installed conf-libffi.2.0.0
-> retrieved fieldslib.v0.17.0  (cached)
-> retrieved fmt.0.10.0  (cached)
-> retrieved integers.0.7.0  (cached)
-> retrieved jane-street-headers.v0.17.0  (cached)
-> retrieved jst-config.v0.17.0  (cached)
-> retrieved logs.0.8.0  (cached)
-> retrieved mtime.2.1.0  (cached)
-> retrieved mdx.2.5.0  (cached)
-> retrieved multicore-magic.2.3.1  (cached)
-> retrieved num.1.5-1  (cached)
-> retrieved ocaml-compiler-libs.v0.17.0  (cached)
-> retrieved ocaml-syntax-shims.1.0.0  (cached)
-> retrieved ocaml-version.4.0.1  (cached)
-> retrieved ocaml_intrinsics_kernel.v0.17.1  (cached)
-> retrieved dune.3.19.0, dune-configurator.3.19.0  (cached)
-> retrieved ocamlbuild.0.16.1  (cached)
-> retrieved ocamlfind.1.9.8  (cached)
-> retrieved parsexp.v0.17.0  (cached)
-> retrieved pprint.20230830  (cached)
-> retrieved ppx_assert.v0.17.0  (cached)
-> retrieved ppx_base.v0.17.0  (cached)
-> retrieved ppx_cold.v0.17.0  (cached)
-> retrieved ppx_compare.v0.17.0  (cached)
-> retrieved ppx_derivers.1.2.1  (cached)
-> retrieved ppx_enumerate.v0.17.0  (cached)
-> installed cmdliner.1.3.0
-> installed num.1.5-1
-> retrieved ppx_deriving.6.0.3  (cached)
-> retrieved ppx_expect.v0.17.2  (cached)
-> retrieved ppx_fields_conv.v0.17.0  (cached)
-> retrieved ppx_globalize.v0.17.0  (cached)
-> retrieved ppx_hash.v0.17.0  (cached)
-> retrieved ppx_here.v0.17.0  (cached)
-> retrieved ppx_inline_test.v0.17.0  (cached)
-> retrieved ppx_optcomp.v0.17.0  (cached)
-> retrieved ppx_sexp_conv.v0.17.0  (cached)
-> retrieved ppx_string.v0.17.0  (cached)
-> retrieved ppx_variants_conv.v0.17.0  (cached)
-> retrieved ppxlib_jane.v0.17.2  (cached)
-> retrieved ppx_minidebug.2.2.0  (cached)
-> retrieved ptime.1.2.0  (cached)
-> retrieved re.1.12.0  (cached)
-> retrieved ppxlib.0.35.0  (cached)
-> retrieved printbox.0.12, printbox-ext-plot.0.12, printbox-html.0.12, printbox-md.0.12, printbox-text.0.12  (cached)
-> retrieved seq.base  (cached)
-> installed seq.base
-> retrieved result.1.5  (cached)
-> retrieved saturn_lockfree.0.5.0  (cached)
-> retrieved sexplib.v0.17.0  (cached)
-> retrieved sexplib0.v0.17.0  (cached)
-> retrieved stdio.v0.17.0  (cached)
-> retrieved stdlib-shims.0.3.0  (cached)
-> retrieved thread-local-storage.0.2  (cached)
-> retrieved time_now.v0.17.0  (cached)
-> retrieved topkg.1.0.8  (cached)
-> retrieved tyxml.4.6.0  (cached)
-> retrieved uutf.1.0.4  (cached)
-> retrieved variantslib.v0.17.0  (cached)
-> retrieved uucp.16.0.0  (cached)
-> installed ocamlfind.1.9.8
-> installed ocamlbuild.0.16.1
-> installed topkg.1.0.8
-> installed uutf.1.0.4
-> installed mtime.2.1.0
-> installed fmt.0.10.0
-> installed ptime.1.2.0
-> installed astring.0.8.5
-> installed logs.0.8.0
-> installed dune.3.19.0
-> installed jane-street-headers.v0.17.0
-> installed ppx_derivers.1.2.1
-> installed csexp.1.5.2
-> installed backoff.0.1.1
-> installed bigarray-compat.1.1.0
-> installed camlp-streams.5.0.1
-> installed cppo.1.8.0
-> installed multicore-magic.2.3.1
-> installed ocaml-compiler-libs.v0.17.0
-> installed ocaml-syntax-shims.1.0.0
-> installed ocaml-version.4.0.1
-> installed ocaml_intrinsics_kernel.v0.17.1
-> installed pprint.20230830
-> installed printbox.0.12
-> installed re.1.12.0
-> installed result.1.5
-> installed sexplib0.v0.17.0
-> installed stdlib-shims.0.3.0
-> installed thread-local-storage.0.2
-> installed saturn_lockfree.0.5.0
-> installed integers.0.7.0
-> installed parsexp.v0.17.0
-> installed dune-configurator.3.19.0
-> installed bigstringaf.0.10.0
-> installed sexplib.v0.17.0
-> installed mdx.2.5.0
-> installed tyxml.4.6.0
-> installed angstrom.0.16.1
-> installed printbox-html.0.12
-> installed ctypes.0.23.0
-> installed base.v0.17.2
-> installed fieldslib.v0.17.0
-> installed variantslib.v0.17.0
-> installed stdio.v0.17.0
-> installed ctypes-foreign.0.23.0
-> installed ppxlib.0.35.0
-> installed uucp.16.0.0
-> installed printbox-text.0.12
-> installed printbox-md.0.12
-> installed ppx_optcomp.v0.17.0
-> installed ppxlib_jane.v0.17.2
-> installed printbox-ext-plot.0.12
-> installed ppx_cold.v0.17.0
-> installed ppx_here.v0.17.0
-> installed ppx_variants_conv.v0.17.0
-> installed ppx_fields_conv.v0.17.0
-> installed ppx_enumerate.v0.17.0
-> installed ppx_globalize.v0.17.0
-> installed ppx_deriving.6.0.3
-> installed ppx_compare.v0.17.0
-> installed ppx_sexp_conv.v0.17.0
-> installed ppx_hash.v0.17.0
-> installed ppx_assert.v0.17.0
-> installed ppx_minidebug.2.2.0
-> installed ppx_base.v0.17.0
-> installed jst-config.v0.17.0
-> installed time_now.v0.17.0
-> installed ppx_string.v0.17.0
-> installed ppx_inline_test.v0.17.0
-> installed ppx_expect.v0.17.2
Done.
# To update the current shell environment, run: eval $(opam env)
2025-05-31 10:11.37 ---> using "b9139281ee30d2c0519c5705df933f3bfb0cc4dffd2330ce444d4a267f2ae0fc" from cache


/src: (copy (src .) (dst /src))
2025-05-31 10:11.40 ---> saved as "cc453cf7caff059542132c7c8b930edfa675d078d88a8fce4bda3f552850a307"


/src: (run (shell "opam exec -- dune build @install @check @runtest && rm -rf _build"))
File "arrayjit/test/dune", line 6, characters 7-15:
6 |   (pps 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/config && ../../arrayjit/bin/read_config.exe --read=backend)


Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/config/ocannl_config.
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.exe)


Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test_ppx/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/default/test_ppx && ./test_ppx_op_expected.exe)


Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test_ppx/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition '' -source-tree-root .. -diff-cmd -)


Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition 'Retrieving commandline, environment, or config file variable ocannl_log_level' -source-tree-root .. -diff-cmd -)


Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition 'Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/4e3615fc664569c2abd73e913d8a8315/default/test/ocannl_config.' -source-tree-root .. -diff-cmd -)


Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition 'Found 0, in the config file' -source-tree-root .. -diff-cmd -)


Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/dune", lines 30-40, characters 0-281:
30 | (rule
31 |  (alias runtest)
32 |  (target
33 |   (dir log_files))
34 |  (action
35 |   (run
36 |    %{dep:micrograd_demo_logging.exe}
37 |    "--ocannl_debug_backend=text"
38 |    "--ocannl_log_file_stem=micrograd_demo_logging"
39 |    "--ocannl_log_main_domain_to_stdout=false"
40 |    "--ocannl_debug_log_to_stream_files=true")))
(cd _build/default/test && ./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)


Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/ocannl_config.
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_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_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 gcc
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 in file "arrayjit/lib/backends.ml", lines 144-172, characters 31-82
Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 454-455, characters 4-92
Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 441-455, characters 23-92
Called from Dune__exe__Micrograd_demo_logging in file "test/micrograd_demo_logging.ml", line 34, characters 13-77
(cd _build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition primitive_ops.ml -source-tree-root .. -diff-cmd -)


Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition zero2hero_1of7.ml -source-tree-root .. -diff-cmd -)


Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition hello_world_op.ml -source-tree-root .. -diff-cmd -)


Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition einsum_trivia.ml -source-tree-root .. -diff-cmd -)


Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition micrograd_demo.ml -source-tree-root .. -diff-cmd -)


Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition moons_demo_parallel.ml -source-tree-root .. -diff-cmd -)


Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/zero2hero_1of7.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/zero2hero_1of7.ml _build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/zero2hero_1of7.ml.corrected
diff --git a/_build/default/test/zero2hero_1of7.ml b/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/zero2hero_1of7.ml.corrected
index 13e90be..138e4eb 100644
--- a/_build/default/test/zero2hero_1of7.ml
+++ b/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/zero2hero_1of7.ml.corrected
@@ -226,10 +226,10 @@ let%expect_test "Graph drawing fetch" =
│(        │                      # #                                                                ##         │
│x        │                         ##                                                             #           │
│)        │                           #                                                          #             │
-    │         │                            # #                                                    ###            **│
-    │         │                               ##                                                #         * ****   │
+    │         │                            # #                                                     ##            **│
+    │         │                               ##                                                # #       * ****   │
│         │                                 # #                                           ##     * ****        │
-    │         │                                    ###                                     ##   * ***              │
+    │         │                                    ###                                     ##   * ****             │
│         │                                      # #                               # ##** **                   │
│         │                                          ####                     # ###* *                         │
│         │                                             # #### # #    ## # ####                                │
@@ -328,11 +328,11 @@ let%expect_test "Simple gradients hosted" =
#9 grad_+_d         │#11 grad_f
-2.00              │ 4.00
#4 *._e         │#6 c     │
-        -6.00          │ 1.02e+1 │
+        -6.00          │ 1.01e+1 │
#5 grad_*._e    │#7 grad_c│
-2.00          │ -2.00   │
#0 a     │#2 b     │         │
-     1.40    │ -2.60   │         │
+     1.39    │ -2.59   │         │
#1 grad_a│#3 grad_b│         │
6.00    │ -4.00   │         │
|}];
@@ -344,7 +344,7 @@ let%expect_test "Simple gradients hosted" =
[%expect
{|
#12 *._l
-                  -1.57e+1
+                  -1.58e+1
#13 grad_*._l
1.00
#8 +_d              │#10 f
@@ -352,13 +352,13 @@ let%expect_test "Simple gradients hosted" =
#9 grad_+_d         │#11 grad_f
-2.40              │ 6.56
#4 *._e         │#6 c     │
-        -3.64          │ 1.02e+1 │
+        -3.62          │ 1.01e+1 │
#5 grad_*._e    │#7 grad_c│
-2.40          │ -2.40   │
#0 a     │#2 b     │         │
-     1.40    │ -2.60   │         │
+     1.39    │ -2.59   │         │
#1 grad_a│#3 grad_b│         │
-     6.24    │ -3.36   │         │
+     6.25    │ -3.35   │         │
|}]


let%expect_test "Simple gradients virtual" =
@@ -460,11 +460,11 @@ let%expect_test "Simple gradients virtual" =
#9 grad_+_d Virt/40                          │#11 grad_f Dev-stream/41
<void>                                       │<void>
#4 *._e Virt/152                  │#6 c                   │
-                 <void>                            │ 1.02e+1               │
+                 <void>                            │ 1.01e+1               │
#5 grad_*._e Virt/40              │#7 grad_c Dev-stream/41│
<void>                            │<void>                 │
#0 a                   │#2 b                   │                       │
-     1.40                  │ -2.60                 │                       │
+     1.39                  │ -2.59                 │                       │
#1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│                       │
<void>                 │<void>                 │                       │
|}];
@@ -475,7 +475,7 @@ let%expect_test "Simple gradients virtual" =
[%expect
{|
#12 *._l
-                                          -1.57e+1
+                                          -1.58e+1
#13 grad_*._l Virt/40
<void>
#8 +_d Local/46                              │#10 f
@@ -483,11 +483,11 @@ let%expect_test "Simple gradients virtual" =
#9 grad_+_d Virt/40                          │#11 grad_f Dev-stream/41
<void>                                       │<void>
#4 *._e Virt/152                  │#6 c                   │
-                 <void>                            │ 1.02e+1               │
+                 <void>                            │ 1.01e+1               │
#5 grad_*._e Virt/40              │#7 grad_c Dev-stream/41│
<void>                            │<void>                 │
#0 a                   │#2 b                   │                       │
-     1.40                  │ -2.60                 │                       │
+     1.39                  │ -2.59                 │                       │
#1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│                       │
<void>                 │<void>                 │                       │
|}]
@@ -512,11 +512,11 @@ let%expect_test "2D neuron hosted" =
[%expect
{|
#8 +_v
-                  7.00e-1
+                  6.87e-1
#9 grad_+_v
1.00
#6 *              │#0 b
-              -6.00            │ 6.70
+              -6.00            │ 6.68
#7 grad_*         │#1 grad_b
1.00             │ 1.00
#2 w         │#4 x         │
@@ -539,11 +539,11 @@ let%expect_test "2D neuron virtual" =
[%expect
{|
#8 +_v
-                       7.00e-1
+                       6.87e-1
#9 grad_+_v Virt/40
<void>
#6 * Local/46              │#0 b
-              <void>                     │ 6.70
+              <void>                     │ 6.68
#7 grad_* Virt/40          │#1 grad_b Local/46
<void>                     │<void>
#2 w              │#4 x              │
File "test/primitive_ops.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/primitive_ops.ml _build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/primitive_ops.ml.corrected
diff --git a/_build/default/test/primitive_ops.ml b/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/primitive_ops.ml.corrected
index 71c4c28..395f014 100644
--- a/_build/default/test/primitive_ops.ml
+++ b/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/primitive_ops.ml.corrected
@@ -177,8 +177,8 @@ let%expect_test "exp(x)" =
│     │                                                                                             *      │
│     │                                                                                                    │
│     │                                                                                            *       │
-    │     │                                                                                           *        │
│     │                                                                                                    │
+    │     │                                                                                           *        │
│     │                                                                                          *         │
│f    │                                                                                         *          │
│(    │                                                                                        *           │
@@ -242,19 +242,19 @@ let%expect_test "log(x)" =
│        │      *                                                                                             │
│        │       *                                                                                            │
│        │        **                                                                                          │
-    │        │          **                                                                           #############│
-    │        │            ***                                                ################### ####             │
+    │        │          **                                                                            ############│
+    │        │            ***                                                ################### #####            │
│        │                ******                        ######### #### ##                                     │
│        │                      ******** *****##### ####                                                      │
-    │        │                        ###### ##   ***** ************* **** ********************* *******          │
-    │        │-    -    -    - ####### -    -    -    -    -    -    -    -    -    -    -    -    -    **********│
+    │        │                        ###### ##   ***** ************* **** ********************* *****            │
+    │        │-    -    -    - ####### -    -    -    -    -    -    -    -    -    -    -    -    -  ************│
│        │            ### #                                                                                   │
│        │        ####                                                                                        │
│        │      ##                                                                                            │
│        │    ##                                                                                              │
│        │  ##                                                                                                │
│        │ #                                                                                                  │
-    │ -2.30  │#                                                                                                   │
+    │ -2.29  │#                                                                                                   │
├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│        │1.00e-1                                                                                         5.00│
│        │                                                 x                                                  │
@@ -299,8 +299,8 @@ let%expect_test "log2(x)" =
│        │            ***                                                ################### ####             │
│        │                ******                        ######### #### ##                                     │
│        │                      ******** *****##### ####                                                      │
-    │        │                        ###### ##   ***** ************* **** ********************* *******          │
-    │        │-    -    -    - ####### -    -    -    -    -    -    -    -    -    -    -    -    -    **********│
+    │        │                        ###### ##   ***** ************* **** ********************* ********         │
+    │        │-    -    -    - ####### -    -    -    -    -    -    -    -    -    -    -    -    -    -*********│
│        │            ### #                                                                                   │
│        │        ####                                                                                        │
│        │      ##                                                                                            │
@@ -320,51 +320,51 @@ let%expect_test "sin(x)" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
-    ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-    │ 9.99e-1 │                                                                 #                                  │
-    │         │#### ##                                        *** **         ### ###                               │
-    │         │      #                                      **      **      #       #                              │
-    │         │       #                                    *          *    #         #                             │
-    │         │         #                                                 #           #                            │
-    │         │          #                                *            * #             #                           │
-    │         │                                          *              *               #                          │
-    │         │           #                            *                #*                                         │
-    │         │           #                                            #                 #                         │
-    │         │                                        *                  *                                        │
-    │         │             #                         *               #    *              #                        │
-    │         │                                                      #                     #                       │
-    │         │              #                       *                      *                                      │
-    │         │               #                                     #                       #                      │
-    │         │*                                    *                        *                                    *│
-    │         │               #                                    #                         #                     │
-    │         │ *                                  *                          *                                  * │
-    │         │                 #                                 #                           #                    │
-    │f        │  *                                *                            *                                *  │
-    │(        │                  #                              #                              #                   │
-    │x        │- *  -    -    -    -    -    -   *-    -    -    -    -    -    *    -    -    -    -    -    -*   │
-    │)        │                   #                             #                               #                  │
-    │         │   *                             *                                *                           *     │
-    │         │                    #                           #                                #                  │
-    │         │     *                          *                                  *                          *     │
-    │         │                     #                         #                                   #                │
-    │         │      *                        *                                    *                        *      │
-    │         │                      #                       #                                     #               │
-    │         │      *                       *                                      *               #      *       │
-    │         │                       #     *               #                        *                             │
-    │         │       *                #                   #                                         #    *        │
-    │         │         *                  *                                          *                  *         │
-    │         │                        #                  #                                          #             │
-    │         │          *                *              #                             *               #*          │
-    │         │           *              *                                              *              *           │
-    │         │                        *  #            #                                 *              #          │
-    │         │           *            *   #           #                                  *          *   #         │
-    │         │             *         *     #         #                                    *         *    #        │
-    │         │              **      *       #       #                                      *      **      #       │
-    │ -9.99e-1│               * *****         #######                                        **** *         ## ####│
-    ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
-    │         │-5.00                                                                                           5.00│
-    │         │                                                 x                                                  │
-    └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+    ┌──────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+    │ 1.00 │  #                                              *               #                                  │
+    │      │#### ##                                        **  **         ### ###                               │
+    │      │      #                                      **      **      #       #                              │
+    │      │       #                                    *          *    #         #                             │
+    │      │         #                                                 #           #                            │
+    │      │          #                                *            * #             #                           │
+    │      │                                          *              *               #                          │
+    │      │           #                            *                #*                                         │
+    │      │           #                                            #                 #                         │
+    │      │                                        *                  *                                        │
+    │      │             #                                         #                   #                        │
+    │      │                                       *              #     *               #                       │
+    │      │              #                       *                      *                                      │
+    │      │               #                                     #                       #                      │
+    │      │*                                    *                        *                                    *│
+    │      │               #                                    #                         #                     │
+    │      │ *                                  *                          *                                  * │
+    │      │                 #                                 #                           #                    │
+    │f     │  *                                *                            *                                *  │
+    │(     │                  #                              #                              #                   │
+    │x     │- *  -    -    -    -    -    -   *-    -    -    -    -    -    *    -    -    -    -    -    -*   │
+    │)     │                   #                             #                               #                  │
+    │      │   *                             *                                *                           *     │
+    │      │                    #                           #                                #                  │
+    │      │     *                          *                                  *                          *     │
+    │      │                     #                         #                                   #                │
+    │      │      *                        *                                    *                        *      │
+    │      │                      #                       #                                     #               │
+    │      │      *                       *                                      *               #      *       │
+    │      │                       #     *               #                        *                             │
+    │      │       *                #                   #                                         #    *        │
+    │      │         *                  *                                          *                  *         │
+    │      │                        #  *               #                            *             #             │
+    │      │          *                               #                                             #*          │
+    │      │           *              *                                              *              *           │
+    │      │                        *  #            #                                 *              #          │
+    │      │           *            *   #           #                                  *          *   #         │
+    │      │             *         *     #         #                                    *         *    #        │
+    │      │              **      *       #       #                                      *      **      #       │
+    │ -1.00│               * *****         #######                                        **** *         ## ####│
+    ├──────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+    │      │-5.00                                                                                           5.00│
+    │      │                                                 x                                                  │
+    └──────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]


let%expect_test "cos(x)" =
@@ -373,51 +373,51 @@ let%expect_test "cos(x)" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
-    ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-    │ 9.99e-1 │                                  *                                                                 │
-    │         │                               *** ***         ### ##                                        ** ****│
-    │         │                              *       *      ##      ##                                     *       │
-    │         │                             *         *    #          #                                   *        │
-    │         │                            *           *                                                 *         │
-    │         │                           *            *  #            #                                *          │
-    │         │                          *               #              #                                          │
-    │         │                                        # *               #                             *           │
-    │         │                        *                  *                                          *             │
-    │         │                                        #                  #                                        │
-    │         │                        *              #    *               #                         *             │
-    │         │                       *                     *                                                      │
-    │         │                                      #                      #                       *              │
-    │         │                      *                       *                                     *               │
-    │         │#                                    #                        #                                    #│
-    │         │                     *                         *                                   *                │
-    │         │ #                                  #                          #                                  # │
-    │         │                    *                           *                                *                  │
-    │f        │  #                                #                            #                                #  │
-    │(        │                   *                             *                               *                  │
-    │x        │- #  -    -    -    -    -    -   #-    -    -    -    -    -    #    -    -    -    -    -    -#   │
-    │)        │                  *                              *                              *                   │
-    │         │   #                             #                                #                           #     │
-    │         │                 *                                 *                           *                    │
-    │         │     #                          #                                  #                          #     │
-    │         │               *                                    *                         *                     │
-    │         │      #                        #                                    #                        #      │
-    │         │               *                                     *                       *                      │
-    │         │      #       *               #                                      #                      #       │
-    │         │                             #                        *               #     *                       │
-    │         │       #     *                                         *                   *               #        │
-    │         │         #                  #                                          #                  #         │
-    │         │           *                                            *                 *                         │
-    │         │          #*               #                             *              #                #          │
-    │         │           #              #                                              *              #           │
-    │         │          *             #                                 *             * #                         │
-    │         │         * #            #                                  *           *   #          #             │
-    │         │       *     #         #                                    *         *     #         #             │
-    │         │      *       ##      #                                      *       *       #      ##              │
-    │ -9.99e-1│**** **        # #####                                        *******         #### #                │
-    ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
-    │         │-5.00                                                                                           5.00│
-    │         │                                                 x                                                  │
-    └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+    ┌──────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+    │ 1.00 │                                  *              #                                              *   │
+    │      │                               *** ***         ##  ##                                        **  ***│
+    │      │                              *       *      ##      ##                                     *       │
+    │      │                             *         *    #          #                                   *        │
+    │      │                            *           *                                                 *         │
+    │      │                           *            *  #            #                                *          │
+    │      │                          *               #              #                                          │
+    │      │                                        # *               #                             *           │
+    │      │                        *                  *                                          *             │
+    │      │                                        #                  #                                        │
+    │      │                        *                   *                                         *             │
+    │      │                       *               #     *              #                                       │
+    │      │                                      #                      #                       *              │
+    │      │                      *                       *                                     *               │
+    │      │#                                    #                        #                                    #│
+    │      │                     *                         *                                   *                │
+    │      │ #                                  #                          #                                  # │
+    │      │                    *                           *                                *                  │
+    │f     │  #                                #                            #                                #  │
+    │(     │                   *                             *                               *                  │
+    │x     │- #  -    -    -    -    -    -   #-    -    -    -    -    -    #    -    -    -    -    -    -#   │
+    │)     │                  *                              *                              *                   │
+    │      │   #                             #                                #                           #     │
+    │      │                 *                                 *                           *                    │
+    │      │     #                          #                                  #                          #     │
+    │      │               *                                    *                         *                     │
+    │      │      #                        #                                    #                        #      │
+    │      │               *                                     *                       *                      │
+    │      │      #       *               #                                      #                      #       │
+    │      │                             #                        *               #     *                       │
+    │      │       #     *                                         *                   *               #        │
+    │      │         #                  #                                          #                  #         │
+    │      │           *               #                            *               # *                         │
+    │      │          #*                                             *                               #          │
+    │      │           #              #                                              *              #           │
+    │      │          *             #                                 *             * #                         │
+    │      │         * #            #                                  *           *   #          #             │
+    │      │       *     #         #                                    *         *     #         #             │
+    │      │      *       ##      #                                      *       *       #      ##              │
+    │ -1.00│**** **        # #####                                        *******         #### #                │
+    ├──────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+    │      │-5.00                                                                                           5.00│
+    │      │                                                 x                                                  │
+    └──────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]


let%expect_test "neg(x)" =
@@ -534,27 +534,27 @@ let%expect_test "sqrt(x)" =
{|
┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
│ 2.23│                                                                                                   #│
-    │     │                                                                                              ##### │
-    │     │                                                                                         #####      │
-    │     │                                                                                     ####           │
-    │     │                                                                                ## ##               │
+    │     │                                                                                               #### │
+    │     │                                                                                         ######     │
+    │     │                                                                                    #####           │
+    │     │                                                                                ## #                │
│     │                                                                           #####                    │
-    │     │                                                                       ####                         │
-    │     │                                                                  #####                             │
+    │     │                                                                      #####                         │
+    │     │                                                                  ####                              │
│     │                                                              ####                                  │
│     │                                                          ## #                                      │
│     │                                                      # ##                                          │
-    │     │                                                   ###                                              │
-    │     │*                                              ####                                                 │
+    │     │                                                  ####                                              │
+    │     │*                                              ###                                                  │
│     │                                           ####                                                     │
│     │                                        # #                                                         │
-    │     │                                     ###                                                            │
-    │     │                                  ###                                                               │
-    │     │ *                             ###                                                                  │
+    │     │                                    ####                                                            │
+    │     │                                 ###                                                                │
+    │     │ *                             ##                                                                   │
│f    │                            ##                                                                      │
│(    │                         ###                                                                        │
-    │x    │  *                   ###                                                                           │
-    │)    │                    ##                                                                              │
+    │x    │  *                    ##                                                                           │
+    │)    │                    ###                                                                             │
│     │   *              ##                                                                                │
│     │              # ##                                                                                  │
│     │    *        ##                                                                                     │
@@ -563,9 +563,9 @@ let%expect_test "sqrt(x)" =
│     │        *#                                                                                          │
│     │       # **                                                                                         │
│     │     ##    ***                                                                                      │
-    │     │    #         * *                                                                                   │
-    │     │   #             *****                                                                              │
-    │     │  #                   ********                                                                      │
+    │     │    #         * **                                                                                  │
+    │     │   #              *****                                                                             │
+    │     │  #                    *******                                                                      │
│     │ #                           * **********                                                           │
│     │#                                       * ************* ****                                        │
│     │                                                           * ********************* ************     │
@@ -639,23 +639,23 @@ let%expect_test "recip_sqrt(x)" =
[%expect
{|
┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-    │ 3.16    │#                                                                                                   │
+    │ 3.15    │#                                                                                                   │
│         │                                                                                                    │
│         │ ##                                                                                                 │
│         │   ##                                                                                               │
│         │     #######                                                                                        │
-    │         │            ### ############## #####                                                                │
-    │         │                                    ##### ############# #### ##################### #################│
-    │         │-    -    -    -    -    -    -********** *************-****-********************* *****************│
-    │         │              * **************                                                                      │
-    │         │          ****                                                                                      │
+    │         │            ### ############## ####                                                                 │
+    │         │                                   ###### ############# #### ##################### #################│
+    │         │-    -    -    -    -    -    -  ******** *************-****-********************* *****************│
+    │         │              * ************** **                                                                   │
+    │         │          *****                                                                                     │
│         │       ***                                                                                          │
│         │      *                                                                                             │
│         │     *                                                                                              │
│         │    *                                                                                               │
│         │                                                                                                    │
-    │         │   *                                                                                                │
│         │                                                                                                    │
+    │         │   *                                                                                                │
│         │                                                                                                    │
│f        │                                                                                                    │
│(        │  *                                                                                                 │
@@ -678,7 +678,7 @@ let%expect_test "recip_sqrt(x)" =
│         │                                                                                                    │
│         │                                                                                                    │
│         │                                                                                                    │
-    │ -1.58e+1│*                                                                                                   │
+    │ -1.56e+1│*                                                                                                   │
├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│         │1.00e-1                                                                                         5.00│
│         │                                                 x                                                  │
@@ -691,51 +691,51 @@ let%expect_test "tanh(x)" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
-    ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-    │ 9.99e-1 │                                                                                                   #│
-    │         │                                                ** *                ############## #### ####### ### │
-    │         │                                               *    *           ####                                │
-    │         │                                              *      *        ##                                    │
-    │         │                                             *        *      #                                      │
-    │         │                                            *          *   ##                                       │
-    │         │                                                          #                                         │
-    │         │                                           *            *                                           │
-    │         │                                          *              *                                          │
-    │         │                                                        #                                           │
-    │         │                                        *              #  *                                         │
-    │         │                                        *                  *                                        │
-    │         │                                                      #                                             │
-    │         │                                       *             #      *                                       │
-    │         │                                      *                      *                                      │
-    │         │                                     *              #         *                                     │
-    │         │                                   **                          **                                   │
-    │         │                                 **                #             **                                 │
-    │f        │                               **                                  **                               │
-    │(        │                        * *****                  #                   ******                         │
-    │x        │**** *** *** *** ********-    -    -    -    -    -    -    -    -    -    ******* **** *******-****│
-    │)        │                                                 #                                                  │
-    │         │                                                                                                    │
-    │         │                                                #                                                   │
-    │         │                                                                                                    │
-    │         │                                               #                                                    │
-    │         │                                                                                                    │
-    │         │                                              #                                                     │
-    │         │                                             #                                                      │
-    │         │                                                                                                    │
-    │         │                                            #                                                       │
-    │         │                                           #                                                        │
-    │         │                                          #                                                         │
-    │         │                                                                                                    │
-    │         │                                        #                                                           │
-    │         │                                       ##                                                           │
-    │         │                                      #                                                             │
-    │         │                                    ##                                                              │
-    │         │                                ####                                                                │
-    │ -9.99e-1│#### ### ### ### ######## ######                                                                    │
-    ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
-    │         │-5.00                                                                                           5.00│
-    │         │                                                 x                                                  │
-    └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+    ┌──────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+    │ 1.00 │                                                                                    ### ####### ####│
+    │      │                                                ** *                ############## #                │
+    │      │                                               *    *           ####                                │
+    │      │                                              *      *        ##                                    │
+    │      │                                             *        *      #                                      │
+    │      │                                            *          *   ##                                       │
+    │      │                                                          #                                         │
+    │      │                                           *            *                                           │
+    │      │                                          *              *                                          │
+    │      │                                                        #                                           │
+    │      │                                        *              #  *                                         │
+    │      │                                        *                  *                                        │
+    │      │                                                      #                                             │
+    │      │                                       *             #      *
+    │      │                                      *                      *                                      │
+    │      │                                     *              #         *                                     │
+    │      │                                   **                          **                                   │
+    │      │                                 **                #             **                                 │
+    │f     │                              ***                                  ***                              │
+    │(     │                        * ****                   #                    *****                         │
+    │x     │**** *** *** *** ********-    -    -    -    -    -    -    -    -    -    ******* **** *******-****│
+    │)     │                                                 #                                                  │
+    │      │                                                                                                    │
+    │      │                                                #                                                   │
+    │      │                                                                                                    │
+    │      │                                               #                                                    │
+    │      │                                                                                                    │
+    │      │                                              #                                                     │
+    │      │                                             #                                                      │
+    │      │                                                                                                    │
+    │      │                                            #                                                       │
+    │      │                                           #                                                        │
+    │      │                                          #                                                         │
+    │      │                                                                                                    │
+    │      │                                        #                                                           │
+    │      │                                       ##                                                           │
+    │      │                                      #                                                             │
+    │      │                                    ##                                                              │
+    │      │                                ####                                                                │
+    │ -1.00│#### ### ### ### ######## ######                                                                    │
+    ├──────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+    │      │-5.00                                                                                           5.00│
+    │      │                                                 x                                                  │
+    └──────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]


let%expect_test "where(x < 0, sin(x), cos(x))" =
@@ -744,49 +744,49 @@ let%expect_test "where(x < 0, sin(x), cos(x))" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
-    ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-    │ 9.99e-1 │  #                                                                                             *   │
-    │         │#### ##                                        *** ##                                        **  ***│
-    │         │      #                                      **      ##                                     *       │
-    │         │       #                                    *          #                                   *        │
-    │         │         #                                                                                *         │
-    │         │          #                                *            #                                *          │
-    │         │                                          *              #                                          │
-    │         │           #                            *                 #                             *           │
-    │         │           #                                                                          *             │
-    │         │                                        *                  #                                        │
-    │         │             #                         *                    #                         *             │
-    │         │                                                                                                    │
-    │         │              #                       *                      #                       *              │
-    │         │               #                                                                    *               │
-    │         │*                                    *                        #                                    #│
-    │         │               #                                                                   *                │
-    │         │ *                                  *                          #                                  # │
-    │         │                 #                                                               *                  │
-    │f        │  *                                *                            #                                #  │
-    │(        │                  #                                                              *                  │
-    │x        │- *  -    -    -    -    -    -   *-    -    -    -    -    -    #    -    -    -    -    -    -#   │
-    │)        │                   #                             *                              *                   │
-    │         │   *                             *                                #                           #     │
-    │         │                    #                           #  *                           *                    │
-    │         │     *                          *                                  #                          #     │
-    │         │                     #                         #    *                         *                     │
-    │         │      *                        *                                    #                        #      │
-    │         │                      #                       #      *                       *                      │
-    │         │      *                       *                                      #                      #       │
-    │         │                       #     *               #        *               #     *                       │
-    │         │       *                #                   #          *                   *               #        │
-    │         │         *                  *                                          #                  #         │
-    │         │                        #                  #            *                 *                         │
-    │         │          *                *              #              *              #                #          │
-    │         │           *              *                                              *              #           │
-    │         │                        *  #            #                 *             * #                         │
-    │         │           *            *   #           #                  *           *   #          #             │
-    │         │             *         *     #         #                    *         *     #         #             │
-    │         │              **      *       #       #                      *       *       #      ##              │
-    │ -9.99e-1│               * *****         #######                        *******         #### #                │
-    ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
-    │         │-5.00                                                                                           5.00│
-    │         │                                                 x                                                  │
-    └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+    ┌──────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+    │ 1.00 │  #                                              *                                              *   │
+    │      │#### ##                                        **  ##                                        **  ***│
+    │      │      #                                      **      ##                                     *       │
+    │      │       #                                    *          #                                   *        │
+    │      │         #                                                                                *         │
+    │      │          #                                *            #                                *          │
+    │      │                                          *              #                                          │
+    │      │           #                            *                 #                             *           │
+    │      │           #                                                                          *             │
+    │      │                                        *                  #                                        │
+    │      │             #                                                                        *             │
+    │      │                                       *                    #                                       │
+    │      │              #                       *                      #                       *              │
+    │      │               #                                                                    *               │
+    │      │*                                    *                        #                                    #│
+    │      │               #                                                                   *                │
+    │      │ *                                  *                          #                                  # │
+    │      │                 #                                                               *                  │
+    │f     │  *                                *                            #                                #  │
+    │(     │                  #                                                              *                  │
+    │x     │- *  -    -    -    -    -    -   *-    -    -    -    -    -    #    -    -    -    -    -    -#   │
+    │)     │                   #                             *                              *                   │
+    │      │   *                             *                                #                           #     │
+    │      │                    #                           #  *                           *                    │
+    │      │     *                          *                                  #                          #     │
+    │      │                     #                         #    *                         *                     │
+    │      │      *                        *                                    #                        #      │
+    │      │                      #                       #      *                       *                      │
+    │      │      *                       *                                      #                      #       │
+    │      │                       #     *               #        *               #     *                       │
+    │      │       *                #                   #          *                   *               #        │
+    │      │         *                  *                                          #                  #         │
+    │      │                        #  *               #            *               # *                         │
+    │      │          *                               #              *                               #          │
+    │      │           *              *                                              *              #           │
+    │      │                        *  #            #                 *             * #                         │
+    │      │           *            *   #           #                  *           *   #          #             │
+    │      │             *         *     #         #                    *         *     #         #             │
+    │      │              **      *       #       #                      *       *       #      ##              │
+    │ -1.00│               * *****         #######                        *******         #### #                │
+    ├──────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+    │      │-5.00                                                                                           5.00│
+    │      │                                                 x                                                  │
+    └──────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]
File "test/micrograd_demo.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/micrograd_demo.ml _build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/micrograd_demo.ml.corrected
diff --git a/_build/default/test/micrograd_demo.ml b/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/micrograd_demo.ml.corrected
index 62a1f34..5040ca9 100644
--- a/_build/default/test/micrograd_demo.ml
+++ b/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/micrograd_demo.ml.corrected
@@ -78,7 +78,7 @@ let%expect_test "Micrograd README basic example" =
│┌┬─────────┐            │
│││axis 0   │            │
│├┼─────────┤            │
-    │││ 6.45e+2 │            │
+    │││ 6.44e+2 │            │
│└┴─────────┘            │
└────────────────────────┘
|}]
@@ -191,44 +191,44 @@ let%expect_test "Micrograd half-moons example" =
┌────────────────────────────────────────────────────────────────────────────────────────────────────┐
│****************************#***********************************************************************│
│****************************###***###***#***********************************************************│
-    │***************************#********#***#***********************************************************│
-    │********************#*********************##*#*#****************************************************│
-    │******************#***#*****##*#*#*#****#*#*#*##****************************************************│
-    │**************#*#**###**#*##**##********#**#****###**#**********************************************│
-    │***********#***##***#**##*****************#*#*##*###**********************************************..│
-    │***************#**###******************************##*#******************************************...│
-    │*************#*****#******************************#*#***#*#*************************************....│
-    │*********#***#******************......************##*###**#************************************.....│
-    │******#***#*#*#****************........******************#*#*********************************.......│
-    │*****###****#****************...........****************#***********************************........│
-    │*******#*###****************.............******************#*#*****************************.........│
-    │**********##***************.......%%......***************#**##****************************..........│
-    │*****#***#****************......%..%%......*********************************************..........%.│
-    │**####*******************......%..%..........****************##*#**********************........%...%│
-    │****#*******************.......%%..%..........***************#*#**********************.........%....│
-    │*#****##***************.........%....%.........************##***#********************.......%...%%..│
-    │****#*#***************.........%..%.%...........*************#**#*******************..........%.%...│
-    │##*##****************............%...............**************#*##****************.........%.%.%%%.│
-    │**#####************............%...%%.............*******************************...........%..%.%..│
-    │******************...............%.%.%%............*********#*#*#*#*************................%%..│
-    │***##************................%..%..%............************#*#************.............%...%...│
-    │##**#***********...................%...%.............********#**###***********...........%.%%.......│
-    │###************..................%.%.%................***********##**********..................%....│
-    │**##**********.........................................**********#*********.............%%.%..%.....│
-    │**#**********......................%%...................********##********..............%%.%........│
-    │************..........................%..................****#**#********...................%.......│
-    │***********.........................%%.%..................*****##******...............%..%..........│
-    │**********.............................%%..................***********.................%%.%%........│
-    │*********..............................%...%................*******.....................%%%.........│
-    │********...................................%..%....................................%.....%..........│
-    │*******.................................%%..%.%................................%.%.%.%%.............│
-    │******.....................................%%.%...%%.%.......................%%%....%.%.%...........│
-    │*****....................................%.....%.%..%....................%.....%%.%.%...............│
-    │****........................................%%...%.%%%%..%.......%.........%%.%%....................│
-    │***...............................................%..%.......%..%%%%...%.%..%.%.....................│
-    │**.................................................%.%.%............%..%...%........................│
-    │*.................................................%....%.%......%%...%.%............................│
-    │..........................................................%..%......%%%.............................│
+    │***************************#********#***#*#*********************************************************│
+    │********************#**********************#*#*#****************************************************│
+    │******************##**#*****##*#*#*#****#*#*#*#*#***************************************************│
+    │**************#*#***#***#*##*#*#********#**#****###**#**********************************************│
+    │***********#***##*#*#**##*****************#*#*##*###***********************************************.│
+    │***************#***##******************************##*#*******************************************..│
+    │*************#*****#******************************#*#**#**#**************************************...│
+    │*********#***#*****************......*************##*###*#*#************************************....│
+    │******#***#*#*#***************........*******************#*************************************.....│
+    │*****###****#****************...........****************#*************************************......│
+    │******####*#****************.............******************#*#*******************************.......│
+    │**********##***************.......%%......***************#**##*****************************.........│
+    │*****#***#****************......%..%%......***********************************************.........%│
+    │**####*******************......%.%%.........****************###*#************************......%...%│
+    │****#*******************.......%%..%.........****************#*#************************.......%....│
+    │##****##***************.........%....%........*************##***#**********************.....%...%%..│
+    │***##*#***************.........%..%.%..........**************#**#*********************........%.%...│
+    │##*##****************...........%...............***************#*##******************.......%.%.%%%.│
+    │**####**************...........%..%.%............**********************************.........%...%%..│
+    │*******************..............%.%.%%...........**********#*#*#*#***************..............%%..│
+    │***##*************...............%..%..%...........*************#*#***************..........%...%...│
+    │##**#*************.................%...%............********#***###*************.........%.%%.......│
+    │##***************................%.%.%...............************##************................%....│
+    │**##************......................................***********#************..........%%.%..%.....│
+    │*#*************....................%%..................*********##***********...........%..%........│
+    │**************........................%.................*****#**#***********.............%.%........│
+    │**************......................%%.%.................******##*********.............%.%..........│
+    │************...........................%%.................***************..............%%.%%........│
+    │************...........................%...%...............*************................%%%.........│
+    │***********................................%..%.............***********............%.....%..........│
+    │**********..............................%%..%.%..............*******...........%%%.%.%%.............│
+    │*********..................................%%.%...%%.%........****...........%%%....%.%.%...........│
+    │********.................................%....%%.%..%..........................%%.%.%...............│
+    │********....................................%%..%..%%%%..%.......%.......%.%%.%%....................│
+    │******............................................%..%.......%..%%%....%.%..%%......................│
+    │******.............................................%.%.%............%..%...%........................│
+    │*****.............................................%....%.%.......%...%.%............................│
+    │****......................................................%..%..%...%%..............................│
└────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
Stdio.printf "Loss:\n%!";
@@ -241,7 +241,7 @@ let%expect_test "Micrograd half-moons example" =
{|
Loss:
┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-    │ 3.79e+1│-                                                                                                   │
+    │ 3.80e+1│-                                                                                                   │
│        │                                                                                                    │
│        │                                                                                                    │
│        │                                                                                                    │
@@ -279,7 +279,7 @@ let%expect_test "Micrograd half-moons example" =
│        │                                                                                                    │
│        │                                                                                                    │
│        │                                                                                                    │
-    │        │-       -         -                                                                                 │
+    │        │-  -    -                                                                                           │
│ 0.00   │----------------------------------------------------------------------------------------------------│
├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│        │0.00                                                                                         3.99e+2│
@@ -306,36 +306,36 @@ let%expect_test "Micrograd half-moons example" =
│         │                                                                                                    │
│         │                                                                                                    │
│         │-                                                                                                   │
-    │         │        -         -                                                                                 │
-    │         │ -  -                        -                                                                      │
-    │         │------       -                                                                                      │
-    │         │ ---- -  - --- -   - - -    -                                                                       │
-    │         │   --  -  - - ---     --  -  --            -                                                        │
-    │         │  -  -- - -    ---  - - ---  -----       - --                                                       │
-    │l        │       --  -      - -      -     ---  -    -         -                                              │
-    │o        │       - -  -   --            -  --  - -  -     -                        -                          │
-    │g        │               -     -   -      -  --     - -    -  -     -                   -          -          │
-    │         │     - -     -   --      -                  -      -  --       - -         -                        │
-    │l        │            -             -            --    --            -  -         -  -                       -│
-    │o        │        -        -                           -       -  -       -   -           - -          -    - │
-    │s        │                               -     -        -      -                             --   -           │
-    │s        │                      -                                                   -                         │
-    │         │                       -   -                          -    -           -        -       -    -    - │
-    │         │                   -               - -  -                               -                           │
-    │         │                                                                             -   -                  │
-    │         │                                                  -    -              -                             │
-    │         │                                      -                                        -                    │
+    │         │   -                                                                                                │
+    │         │ -      -         -                                                                                 │
+    │         │-----    -   -                                                                                      │
+    │         │ - ----  - --- -   -        --               -                                                      │
+    │         │  --  --  - - ---- - ---      -                  -                                                  │
+    │         │    ---   -     -   -   ---  -----        - -   -                                                   │
+    │l        │       ---      -     - -  -     ---  --                  -                                         │
+    │o        │           --    - --    -        -        -                                                        │
+    │g        │  -            -          -   - - -         --   -   - -                      -                     │
+    │         │     - -       -  -  -   -       -  -               -          -    -                               │
+    │l        │             -   -    -                  ---  -             -      -             -      -   -       │
+    │o        │     -                         -       --                       -        -     -     - -            │
+    │s        │                      -           --           -      -    -  -     -             -- -              │
+    │s        │       -  -                 -       --      -      -     -   -        --  -               -         │
+    │         │                           -                          -                 -      -                    │
+    │         │                       -   -               -               -    -            -               -    - │
+    │         │                                                       -                            -               │
+    │         │                                                      - -   -                       -               │
+    │         │        -                            -                   -                                          │
+    │         │                                                    --                    -                         │
│         │                                                                                                    │
-    │         │                            -                                                                       │
-    │         │                                                                -                                   │
│         │                                                                                                    │
│         │                                                                                                    │
│         │                                                                                                    │
│         │                                                                                                    │
-    │         │          -                                                                                         │
│         │                                                                                                    │
│         │                                                                                                    │
-    │ -1.00e+1│     -   - -  -   ----- -- --------------- ---------------------------------------------------------│
+    │         │                                                                                                    │
+    │         │                                                                                                    │
+    │ -1.00e+1│        -- -  -  -----  -- ------- -----------------------------------------------------------------│
├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│         │0.00                                                                                         3.99e+2│
│         │                                                step                                                │
@@ -356,38 +356,38 @@ let%expect_test "Micrograd half-moons example" =
│         │                                                                                              ----  │
│         │                                                                                            ---     │
│         │                                                                                         ----       │
-    │         │                                                                                       ---          │
+    │         │                                                                                      ----          │
│         │                                                                                    ---             │
│         │                                                                                  ---               │
-    │         │                                                                               ---                  │
+    │         │                                                                               ----                 │
│         │                                                                            ----                    │
│         │                                                                          ---                       │
│         │                                                                       ----                         │
-    │         │                                                                     ---                            │
-    │l        │                                                                  ----                              │
-    │e        │                                                                ---                                 │
+    │         │                                                                    ----                            │
+    │l        │                                                                  ---                               │
+    │e        │                                                               ----                                 │
│a        │                                                             ---                                    │
-    │r        │                                                           ---                                      │
-    │n        │                                                        ---                                         │
-    │i        │                                                     ----                                           │
-    │n        │                                                   ---                                              │
-    │g        │                                                ----                                                │
+    │r        │                                                          ----                                      │
+    │n        │                                                       ----                                         │
+    │i        │                                                     ---                                            │
+    │n        │                                                  ----                                              │
+    │g        │                                                ---                                                 │
│         │                                              ---                                                   │
│r        │                                           ----                                                     │
│a        │                                         ---                                                        │
-    │t        │                                      ---                                                           │
-    │e        │                                    ---                                                             │
+    │t        │                                      ----                                                          │
+    │e        │                                   ----                                                             │
│         │                                 ---                                                                │
│         │                              ----                                                                  │
-    │         │                            ---                                                                     │
-    │         │                         ----                                                                       │
-    │         │                       ---                                                                          │
-    │         │                    ----                                                                            │
-    │         │                  ---                                                                               │
-    │         │               ---                                                                                  │
-    │         │             ---                                                                                    │
-    │         │          ---                                                                                       │
-    │         │       ----                                                                                         │
+    │         │                           ----                                                                     │
+    │         │                         ---                                                                        │
+    │         │                      ----                                                                          │
+    │         │                    ---                                                                             │
+    │         │                 ----                                                                               │
+    │         │              ----                                                                                  │
+    │         │            ---                                                                                     │
+    │         │         ----                                                                                       │
+    │         │       ---                                                                                          │
│         │     ---                                                                                            │
│         │  ----                                                                                              │
│ -2.00e-1│---                                                                                                 │
File "test/hello_world_op.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/hello_world_op.ml _build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/hello_world_op.ml.corrected
diff --git a/_build/default/test/hello_world_op.ml b/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/hello_world_op.ml.corrected
index 0cea005..72e1505 100644
--- a/_build/default/test/hello_world_op.ml
+++ b/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/hello_world_op.ml.corrected
@@ -604,45 +604,45 @@ let%expect_test "Very big tensor" =
││      │axis 5                                   │axis 5                                   │axis 5│axis 5                                   │axis 5                                   ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││0 @ 1 │ 0.00     1.00     ...  7.00     8.00    │ 9.00     1.00e+1  ...  1.60e+1  1.70e+1 │ ...  │ 5.40e+1  5.50e+1  ...  6.10e+1  6.20e+1 │ 6.30e+1  6.40e+1  ...  7.00e+1  7.10e+1 ││
-    ││axis 2│ 5.04e+2  5.05e+2  ...  5.11e+2  5.12e+2 │ 5.13e+2  5.14e+2  ...  5.20e+2  5.21e+2 │      │ 5.58e+2  5.59e+2  ...  5.65e+2  5.66e+2 │ 5.67e+2  5.68e+2  ...  5.74e+2  5.75e+2 ││
+    ││axis 2│ 5.04e+2  5.04e+2  ...  5.12e+2  5.12e+2 │ 5.12e+2  5.12e+2  ...  5.20e+2  5.20e+2 │      │ 5.60e+2  5.60e+2  ...  5.64e+2  5.68e+2 │ 5.68e+2  5.68e+2  ...  5.76e+2  5.76e+2 ││
││      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     │      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     ││
-    ││      │ 4.53e+3  4.53e+3  ...  4.54e+3  4.54e+3 │ 4.54e+3  4.54e+3  ...  4.55e+3  4.55e+3 │      │ 4.59e+3  4.59e+3  ...  4.59e+3  4.59e+3 │ 4.59e+3  4.60e+3  ...  4.60e+3  4.60e+3 ││
-    ││      │ 5.04e+3  5.04e+3  ...  5.04e+3  5.04e+3 │ 5.04e+3  5.05e+3  ...  5.05e+3  5.05e+3 │      │ 5.09e+3  5.09e+3  ...  5.10e+3  5.10e+3 │ 5.10e+3  5.10e+3  ...  5.11e+3  5.11e+3 ││
+    ││      │ 4.54e+3  4.54e+3  ...  4.54e+3  4.54e+3 │ 4.54e+3  4.54e+3  ...  4.54e+3  4.54e+3 │      │ 4.57e+3  4.57e+3  ...  4.60e+3  4.60e+3 │ 4.60e+3  4.60e+3  ...  4.60e+3  4.60e+3 ││
+    ││      │ 5.05e+3  5.05e+3  ...  5.05e+3  5.05e+3 │ 5.05e+3  5.05e+3  ...  5.05e+3  5.05e+3 │      │ 5.08e+3  5.08e+3  ...  5.08e+3  5.08e+3 │ 5.08e+3  5.12e+3  ...  5.12e+3  5.12e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││1 @ 1 │ 5.54e+3  5.54e+3  ...  5.55e+3  5.55e+3 │ 5.55e+3  5.55e+3  ...  5.56e+3  5.56e+3 │ ...  │ 5.59e+3  5.59e+3  ...  5.60e+3  5.60e+3 │ 5.60e+3  5.60e+3  ...  5.61e+3  5.61e+3 ││
-    ││axis 2│ 6.04e+3  6.04e+3  ...  6.05e+3  6.05e+3 │ 6.05e+3  6.05e+3  ...  6.06e+3  6.06e+3 │      │ 6.10e+3  6.10e+3  ...  6.10e+3  6.11e+3 │ 6.11e+3  6.11e+3  ...  6.11e+3  6.11e+3 ││
+    ││1 @ 1 │ 5.53e+3  5.53e+3  ...  5.53e+3  5.56e+3 │ 5.56e+3  5.56e+3  ...  5.56e+3  5.56e+3 │ ...  │ 5.60e+3  5.60e+3  ...  5.60e+3  5.60e+3 │ 5.60e+3  5.60e+3  ...  5.60e+3  5.60e+3 ││
+    ││axis 2│ 6.04e+3  6.04e+3  ...  6.04e+3  6.04e+3 │ 6.04e+3  6.04e+3  ...  6.08e+3  6.08e+3 │      │ 6.11e+3  6.11e+3  ...  6.11e+3  6.11e+3 │ 6.11e+3  6.11e+3  ...  6.11e+3  6.11e+3 ││
││      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     │      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     ││
-    ││      │ 1.00e+4  1.00e+4  ...  1.00e+4  1.00e+4 │ 1.00e+4  1.00e+4  ...  1.00e+4  1.00e+4 │      │ 1.01e+4  1.01e+4  ...  1.01e+4  1.01e+4 │ 1.01e+4  1.01e+4  ...  1.01e+4  1.01e+4 ││
-    ││      │ 1.05e+4  1.05e+4  ...  1.05e+4  1.05e+4 │ 1.05e+4  1.05e+4  ...  1.06e+4  1.06e+4 │      │ 1.06e+4  1.06e+4  ...  1.06e+4  1.06e+4 │ 1.06e+4  1.06e+4  ...  1.06e+4  1.06e+4 ││
+    ││      │ 1.01e+4  1.01e+4  ...  1.01e+4  1.01e+4 │ 1.01e+4  1.01e+4  ...  1.01e+4  1.01e+4 │      │ 1.01e+4  1.01e+4  ...  1.01e+4  1.01e+4 │ 1.01e+4  1.01e+4  ...  1.01e+4  1.01e+4 ││
+    ││      │ 1.05e+4  1.05e+4  ...  1.05e+4  1.06e+4 │ 1.06e+4  1.06e+4  ...  1.06e+4  1.06e+4 │      │ 1.06e+4  1.06e+4  ...  1.06e+4  1.06e+4 │ 1.06e+4  1.06e+4  ...  1.06e+4  1.06e+4 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││~~~~~ │ ...                                     │ ...                                     │ ...  │ ...                                     │ ...                                     ││
││axis 2│                                         │                                         │      │                                         │                                         ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││8 @ 1 │ 4.43e+4  4.43e+4  ...  4.43e+4  4.43e+4 │ 4.43e+4  4.43e+4  ...  4.43e+4  4.43e+4 │ ...  │ 4.44e+4  4.44e+4  ...  4.44e+4  4.44e+4 │ 4.44e+4  4.44e+4  ...  4.44e+4  4.44e+4 ││
-    ││axis 2│ 4.48e+4  4.48e+4  ...  4.48e+4  4.48e+4 │ 4.48e+4  4.48e+4  ...  4.48e+4  4.48e+4 │      │ 4.49e+4  4.49e+4  ...  4.49e+4  4.49e+4 │ 4.49e+4  4.49e+4  ...  4.49e+4  4.49e+4 ││
+    ││8 @ 1 │ 4.42e+4  4.42e+4  ...  4.42e+4  4.42e+4 │ 4.42e+4  4.42e+4  ...  4.42e+4  4.42e+4 │ ...  │ 4.42e+4  4.42e+4  ...  4.42e+4  4.42e+4 │ 4.42e+4  4.45e+4  ...  4.45e+4  4.45e+4 ││
+    ││axis 2│ 4.48e+4  4.48e+4  ...  4.48e+4  4.48e+4 │ 4.48e+4  4.48e+4  ...  4.48e+4  4.48e+4 │      │ 4.48e+4  4.48e+4  ...  4.48e+4  4.48e+4 │ 4.48e+4  4.48e+4  ...  4.48e+4  4.48e+4 ││
││      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     │      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     ││
-    ││      │ 4.88e+4  4.88e+4  ...  4.88e+4  4.88e+4 │ 4.88e+4  4.88e+4  ...  4.89e+4  4.89e+4 │      │ 4.89e+4  4.89e+4  ...  4.89e+4  4.89e+4 │ 4.89e+4  4.89e+4  ...  4.89e+4  4.89e+4 ││
-    ││      │ 4.93e+4  4.93e+4  ...  4.93e+4  4.94e+4 │ 4.94e+4  4.94e+4  ...  4.94e+4  4.94e+4 │      │ 4.94e+4  4.94e+4  ...  4.94e+4  4.94e+4 │ 4.94e+4  4.94e+4  ...  4.94e+4  4.94e+4 ││
+    ││      │ 4.88e+4  4.88e+4  ...  4.88e+4  4.88e+4 │ 4.88e+4  4.88e+4  ...  4.88e+4  4.88e+4 │      │ 4.88e+4  4.88e+4  ...  4.88e+4  4.88e+4 │ 4.88e+4  4.88e+4  ...  4.88e+4  4.88e+4 ││
+    ││      │ 4.94e+4  4.94e+4  ...  4.94e+4  4.94e+4 │ 4.94e+4  4.94e+4  ...  4.94e+4  4.94e+4 │      │ 4.94e+4  4.94e+4  ...  4.94e+4  4.94e+4 │ 4.94e+4  4.94e+4  ...  4.94e+4  4.94e+4 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││9 @ 1 │ 4.98e+4  4.98e+4  ...  4.99e+4  4.99e+4 │ 4.99e+4  4.99e+4  ...  4.99e+4  4.99e+4 │ ...  │ 4.99e+4  4.99e+4  ...  4.99e+4  4.99e+4 │ 4.99e+4  4.99e+4  ...  4.99e+4  4.99e+4 ││
+    ││9 @ 1 │ 4.99e+4  4.99e+4  ...  4.99e+4  4.99e+4 │ 4.99e+4  4.99e+4  ...  4.99e+4  4.99e+4 │ ...  │ 4.99e+4  4.99e+4  ...  4.99e+4  4.99e+4 │ 4.99e+4  4.99e+4  ...  4.99e+4  4.99e+4 ││
││axis 2│ 5.04e+4  5.04e+4  ...  5.04e+4  5.04e+4 │ 5.04e+4  5.04e+4  ...  5.04e+4  5.04e+4 │      │ 5.04e+4  5.04e+4  ...  5.04e+4  5.04e+4 │ 5.04e+4  5.04e+4  ...  5.04e+4  5.04e+4 ││
││      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     │      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     ││
-    ││      │ 5.44e+4  5.44e+4  ...  5.44e+4  5.44e+4 │ 5.44e+4  5.44e+4  ...  5.44e+4  5.44e+4 │      │ 5.44e+4  5.44e+4  ...  5.44e+4  5.44e+4 │ 5.44e+4  5.44e+4  ...  5.45e+4  5.45e+4 ││
-    ││      │ 5.49e+4  5.49e+4  ...  5.49e+4  5.49e+4 │ 5.49e+4  5.49e+4  ...  5.49e+4  5.49e+4 │      │ 5.49e+4  5.49e+4  ...  5.49e+4  5.49e+4 │ 5.49e+4  5.50e+4  ...  5.50e+4  5.50e+4 ││
+    ││      │ 5.45e+4  5.45e+4  ...  5.45e+4  5.45e+4 │ 5.45e+4  5.45e+4  ...  5.45e+4  5.45e+4 │      │ 5.45e+4  5.45e+4  ...  5.45e+4  5.45e+4 │ 5.45e+4  5.45e+4  ...  5.45e+4  5.45e+4 ││
+    ││      │ 5.50e+4  5.50e+4  ...  5.50e+4  5.50e+4 │ 5.50e+4  5.50e+4  ...  5.50e+4  5.50e+4 │      │ 5.50e+4  5.50e+4  ...  5.50e+4  5.50e+4 │ 5.50e+4  5.50e+4  ...  5.50e+4  5.50e+4 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
││1 @ 0 │0 @ 4                                    │1 @ 4                                    │~~~~~ │6 @ 4                                    │7 @ 4                                    ││
││      │axis 5                                   │axis 5                                   │axis 5│axis 5                                   │axis 5                                   ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││0 @ 1 │ 5.54e+4  5.54e+4  ...  5.54e+4  5.54e+4 │ 5.54e+4  5.54e+4  ...  5.54e+4  5.54e+4 │ ...  │ 5.54e+4  5.54e+4  ...  5.55e+4  5.55e+4 │ 5.55e+4  5.55e+4  ...  5.55e+4  5.55e+4 ││
-    ││axis 2│ 5.59e+4  5.59e+4  ...  5.59e+4  5.59e+4 │ 5.59e+4  5.59e+4  ...  5.59e+4  5.59e+4 │      │ 5.59e+4  5.59e+4  ...  5.60e+4  5.60e+4 │ 5.60e+4  5.60e+4  ...  5.60e+4  5.60e+4 ││
+    ││0 @ 1 │ 5.55e+4  5.55e+4  ...  5.55e+4  5.55e+4 │ 5.55e+4  5.55e+4  ...  5.55e+4  5.55e+4 │ ...  │ 5.55e+4  5.55e+4  ...  5.55e+4  5.55e+4 │ 5.55e+4  5.55e+4  ...  5.55e+4  5.55e+4 ││
+    ││axis 2│ 5.60e+4  5.60e+4  ...  5.60e+4  5.60e+4 │ 5.60e+4  5.60e+4  ...  5.60e+4  5.60e+4 │      │ 5.60e+4  5.60e+4  ...  5.60e+4  5.60e+4 │ 5.60e+4  5.60e+4  ...  5.60e+4  5.60e+4 ││
││      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     │      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     ││
-    ││      │ 5.99e+4  5.99e+4  ...  5.99e+4  5.99e+4 │ 5.99e+4  5.99e+4  ...  5.99e+4  5.99e+4 │      │ 6.00e+4  6.00e+4  ...  6.00e+4  6.00e+4 │ 6.00e+4  6.00e+4  ...  6.00e+4  6.00e+4 ││
-    ││      │ 6.04e+4  6.04e+4  ...  6.04e+4  6.04e+4 │ 6.04e+4  6.04e+4  ...  6.04e+4  6.04e+4 │      │ 6.05e+4  6.05e+4  ...  6.05e+4  6.05e+4 │ 6.05e+4  6.05e+4  ...  6.05e+4  6.05e+4 ││
+    ││      │ 5.99e+4  5.99e+4  ...  5.99e+4  5.99e+4 │ 5.99e+4  5.99e+4  ...  5.99e+4  5.99e+4 │      │ 5.99e+4  5.99e+4  ...  6.01e+4  6.01e+4 │ 6.01e+4  6.01e+4  ...  6.01e+4  6.01e+4 ││
+    ││      │ 6.04e+4  6.04e+4  ...  6.04e+4  6.04e+4 │ 6.04e+4  6.04e+4  ...  6.04e+4  6.04e+4 │      │ 6.04e+4  6.04e+4  ...  6.04e+4  6.04e+4 │ 6.04e+4  6.04e+4  ...  6.06e+4  6.06e+4 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││1 @ 1 │ 6.09e+4  6.09e+4  ...  6.09e+4  6.09e+4 │ 6.09e+4  6.09e+4  ...  6.10e+4  6.10e+4 │ ...  │ 6.10e+4  6.10e+4  ...  6.10e+4  6.10e+4 │ 6.10e+4  6.10e+4  ...  6.10e+4  6.10e+4 ││
-    ││axis 2│ 6.14e+4  6.14e+4  ...  6.14e+4  6.14e+4 │ 6.14e+4  6.14e+4  ...  6.15e+4  6.15e+4 │      │ 6.15e+4  6.15e+4  ...  6.15e+4  6.15e+4 │ 6.15e+4  6.15e+4  ...  6.15e+4  6.15e+4 ││
+    ││1 @ 1 │ 6.09e+4  6.09e+4  ...  6.09e+4  6.09e+4 │ 6.09e+4  6.09e+4  ...  6.09e+4  6.09e+4 │ ...  │ 6.09e+4  6.09e+4  ...  6.09e+4  6.09e+4 │ 6.09e+4  6.09e+4  ...  6.09e+4  6.09e+4 ││
+    ││axis 2│ 6.14e+4  6.14e+4  ...  6.14e+4  6.14e+4 │ 6.14e+4  6.14e+4  ...  6.14e+4  6.14e+4 │      │ 6.14e+4  6.14e+4  ...  6.14e+4  6.14e+4 │ 6.14e+4  6.14e+4  ...  6.14e+4  6.14e+4 ││
││      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     │      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     ││
││      │ 6.55e+4  6.55e+4  ...  6.55e+4  6.55e+4 │ 6.55e+4  6.55e+4  ...  6.55e+4  6.55e+4 │      │ 6.55e+4  6.55e+4  ...  6.55e+4  6.55e+4 │ 6.55e+4  6.55e+4  ...  6.55e+4  6.55e+4 ││
││      │ 6.60e+4  6.60e+4  ...  6.60e+4  6.60e+4 │ 6.60e+4  6.60e+4  ...  6.60e+4  6.60e+4 │      │ 6.60e+4  6.60e+4  ...  6.60e+4  6.60e+4 │ 6.60e+4  6.60e+4  ...  6.60e+4  6.60e+4 ││
@@ -650,7 +650,7 @@ let%expect_test "Very big tensor" =
││~~~~~ │ ...                                     │ ...                                     │ ...  │ ...                                     │ ...                                     ││
││axis 2│                                         │                                         │      │                                         │                                         ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││8 @ 1 │ 9.97e+4  9.97e+4  ...  9.97e+4  9.98e+4 │ 9.98e+4  9.98e+4  ...  9.98e+4  9.98e+4 │ ...  │ 9.98e+4  9.98e+4  ...  9.98e+4  9.98e+4 │ 9.98e+4  9.98e+4  ...  9.98e+4  9.98e+4 ││
+    ││8 @ 1 │ 9.98e+4  9.98e+4  ...  9.98e+4  9.98e+4 │ 9.98e+4  9.98e+4  ...  9.98e+4  9.98e+4 │ ...  │ 9.98e+4  9.98e+4  ...  9.98e+4  9.98e+4 │ 9.98e+4  9.98e+4  ...  9.98e+4  9.98e+4 ││
││axis 2│ 1.00e+5  1.00e+5  ...  1.00e+5  1.00e+5 │ 1.00e+5  1.00e+5  ...  1.00e+5  1.00e+5 │      │ 1.00e+5  1.00e+5  ...  1.00e+5  1.00e+5 │ 1.00e+5  1.00e+5  ...  1.00e+5  1.00e+5 ││
││      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     │      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     ││
││      │ 1.04e+5  1.04e+5  ...  1.04e+5  1.04e+5 │ 1.04e+5  1.04e+5  ...  1.04e+5  1.04e+5 │      │ 1.04e+5  1.04e+5  ...  1.04e+5  1.04e+5 │ 1.04e+5  1.04e+5  ...  1.04e+5  1.04e+5 ││
@@ -659,7 +659,7 @@ let%expect_test "Very big tensor" =
││9 @ 1 │ 1.05e+5  1.05e+5  ...  1.05e+5  1.05e+5 │ 1.05e+5  1.05e+5  ...  1.05e+5  1.05e+5 │ ...  │ 1.05e+5  1.05e+5  ...  1.05e+5  1.05e+5 │ 1.05e+5  1.05e+5  ...  1.05e+5  1.05e+5 ││
││axis 2│ 1.05e+5  1.05e+5  ...  1.05e+5  1.05e+5 │ 1.05e+5  1.05e+5  ...  1.05e+5  1.05e+5 │      │ 1.05e+5  1.05e+5  ...  1.05e+5  1.05e+5 │ 1.05e+5  1.05e+5  ...  1.05e+5  1.05e+5 ││
││      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     │      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     ││
-    ││      │ 1.09e+5  1.09e+5  ...  1.09e+5  1.09e+5 │ 1.09e+5  1.09e+5  ...  1.09e+5  1.09e+5 │      │ 1.09e+5  1.09e+5  ...  1.09e+5  1.09e+5 │ 1.09e+5  1.09e+5  ...  1.09e+5  1.09e+5 ││
+    ││      │ 1.10e+5  1.10e+5  ...  1.10e+5  1.10e+5 │ 1.10e+5  1.10e+5  ...  1.10e+5  1.10e+5 │      │ 1.10e+5  1.10e+5  ...  1.10e+5  1.10e+5 │ 1.10e+5  1.10e+5  ...  1.10e+5  1.10e+5 ││
││      │ 1.10e+5  1.10e+5  ...  1.10e+5  1.10e+5 │ 1.10e+5  1.10e+5  ...  1.10e+5  1.10e+5 │      │ 1.10e+5  1.10e+5  ...  1.10e+5  1.10e+5 │ 1.10e+5  1.10e+5  ...  1.10e+5  1.10e+5 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
@@ -669,14 +669,14 @@ let%expect_test "Very big tensor" =
││4 @ 0 │0 @ 4                                    │1 @ 4                                    │~~~~~ │6 @ 4                                    │7 @ 4                                    ││
││      │axis 5                                   │axis 5                                   │axis 5│axis 5                                   │axis 5                                   ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││0 @ 1 │ 2.21e+5  2.21e+5  ...  2.21e+5  2.21e+5 │ 2.21e+5  2.21e+5  ...  2.21e+5  2.21e+5 │ ...  │ 2.21e+5  2.21e+5  ...  2.21e+5  2.21e+5 │ 2.21e+5  2.21e+5  ...  2.21e+5  2.21e+5 ││
+    ││0 @ 1 │ 2.22e+5  2.22e+5  ...  2.22e+5  2.22e+5 │ 2.22e+5  2.22e+5  ...  2.22e+5  2.22e+5 │ ...  │ 2.22e+5  2.22e+5  ...  2.22e+5  2.22e+5 │ 2.22e+5  2.22e+5  ...  2.22e+5  2.22e+5 ││
││axis 2│ 2.22e+5  2.22e+5  ...  2.22e+5  2.22e+5 │ 2.22e+5  2.22e+5  ...  2.22e+5  2.22e+5 │      │ 2.22e+5  2.22e+5  ...  2.22e+5  2.22e+5 │ 2.22e+5  2.22e+5  ...  2.22e+5  2.22e+5 ││
││      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     │      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     ││
││      │ 2.26e+5  2.26e+5  ...  2.26e+5  2.26e+5 │ 2.26e+5  2.26e+5  ...  2.26e+5  2.26e+5 │      │ 2.26e+5  2.26e+5  ...  2.26e+5  2.26e+5 │ 2.26e+5  2.26e+5  ...  2.26e+5  2.26e+5 ││
-    ││      │ 2.26e+5  2.26e+5  ...  2.26e+5  2.26e+5 │ 2.26e+5  2.26e+5  ...  2.26e+5  2.26e+5 │      │ 2.26e+5  2.26e+5  ...  2.26e+5  2.26e+5 │ 2.26e+5  2.26e+5  ...  2.26e+5  2.26e+5 ││
+    ││      │ 2.26e+5  2.26e+5  ...  2.26e+5  2.26e+5 │ 2.26e+5  2.26e+5  ...  2.27e+5  2.27e+5 │      │ 2.27e+5  2.27e+5  ...  2.27e+5  2.27e+5 │ 2.27e+5  2.27e+5  ...  2.27e+5  2.27e+5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││1 @ 1 │ 2.27e+5  2.27e+5  ...  2.27e+5  2.27e+5 │ 2.27e+5  2.27e+5  ...  2.27e+5  2.27e+5 │ ...  │ 2.27e+5  2.27e+5  ...  2.27e+5  2.27e+5 │ 2.27e+5  2.27e+5  ...  2.27e+5  2.27e+5 ││
-    ││axis 2│ 2.27e+5  2.27e+5  ...  2.27e+5  2.27e+5 │ 2.27e+5  2.27e+5  ...  2.27e+5  2.27e+5 │      │ 2.27e+5  2.27e+5  ...  2.27e+5  2.27e+5 │ 2.27e+5  2.27e+5  ...  2.27e+5  2.27e+5 ││
+    ││axis 2│ 2.27e+5  2.27e+5  ...  2.27e+5  2.27e+5 │ 2.27e+5  2.27e+5  ...  2.27e+5  2.27e+5 │      │ 2.28e+5  2.28e+5  ...  2.28e+5  2.28e+5 │ 2.28e+5  2.28e+5  ...  2.28e+5  2.28e+5 ││
││      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     │      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     ││
││      │ 2.31e+5  2.31e+5  ...  2.31e+5  2.31e+5 │ 2.31e+5  2.31e+5  ...  2.31e+5  2.31e+5 │      │ 2.31e+5  2.31e+5  ...  2.31e+5  2.31e+5 │ 2.31e+5  2.31e+5  ...  2.31e+5  2.31e+5 ││
││      │ 2.32e+5  2.32e+5  ...  2.32e+5  2.32e+5 │ 2.32e+5  2.32e+5  ...  2.32e+5  2.32e+5 │      │ 2.32e+5  2.32e+5  ...  2.32e+5  2.32e+5 │ 2.32e+5  2.32e+5  ...  2.32e+5  2.32e+5 ││
@@ -688,9 +688,9 @@ let%expect_test "Very big tensor" =
││axis 2│ 2.66e+5  2.66e+5  ...  2.66e+5  2.66e+5 │ 2.66e+5  2.66e+5  ...  2.66e+5  2.66e+5 │      │ 2.66e+5  2.66e+5  ...  2.66e+5  2.66e+5 │ 2.66e+5  2.66e+5  ...  2.66e+5  2.66e+5 ││
││      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     │      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     ││
││      │ 2.70e+5  2.70e+5  ...  2.70e+5  2.70e+5 │ 2.70e+5  2.70e+5  ...  2.70e+5  2.70e+5 │      │ 2.70e+5  2.70e+5  ...  2.70e+5  2.70e+5 │ 2.70e+5  2.70e+5  ...  2.70e+5  2.70e+5 ││
-    ││      │ 2.71e+5  2.71e+5  ...  2.71e+5  2.71e+5 │ 2.71e+5  2.71e+5  ...  2.71e+5  2.71e+5 │      │ 2.71e+5  2.71e+5  ...  2.71e+5  2.71e+5 │ 2.71e+5  2.71e+5  ...  2.71e+5  2.71e+5 ││
+    ││      │ 2.70e+5  2.70e+5  ...  2.70e+5  2.70e+5 │ 2.70e+5  2.70e+5  ...  2.70e+5  2.70e+5 │      │ 2.70e+5  2.70e+5  ...  2.70e+5  2.70e+5 │ 2.70e+5  2.70e+5  ...  2.70e+5  2.70e+5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││9 @ 1 │ 2.71e+5  2.71e+5  ...  2.71e+5  2.71e+5 │ 2.71e+5  2.71e+5  ...  2.71e+5  2.71e+5 │ ...  │ 2.71e+5  2.71e+5  ...  2.71e+5  2.71e+5 │ 2.71e+5  2.71e+5  ...  2.71e+5  2.71e+5 ││
+    ││9 @ 1 │ 2.72e+5  2.72e+5  ...  2.72e+5  2.72e+5 │ 2.72e+5  2.72e+5  ...  2.72e+5  2.72e+5 │ ...  │ 2.72e+5  2.72e+5  ...  2.72e+5  2.72e+5 │ 2.72e+5  2.72e+5  ...  2.72e+5  2.72e+5 ││
││axis 2│ 2.72e+5  2.72e+5  ...  2.72e+5  2.72e+5 │ 2.72e+5  2.72e+5  ...  2.72e+5  2.72e+5 │      │ 2.72e+5  2.72e+5  ...  2.72e+5  2.72e+5 │ 2.72e+5  2.72e+5  ...  2.72e+5  2.72e+5 ││
││      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     │      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     ││
││      │ 2.76e+5  2.76e+5  ...  2.76e+5  2.76e+5 │ 2.76e+5  2.76e+5  ...  2.76e+5  2.76e+5 │      │ 2.76e+5  2.76e+5  ...  2.76e+5  2.76e+5 │ 2.76e+5  2.76e+5  ...  2.76e+5  2.76e+5 ││
@@ -701,32 +701,32 @@ let%expect_test "Very big tensor" =
││5 @ 0 │0 @ 4                                    │1 @ 4                                    │~~~~~ │6 @ 4                                    │7 @ 4                                    ││
││      │axis 5                                   │axis 5                                   │axis 5│axis 5                                   │axis 5                                   ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││0 @ 1 │ 2.77e+5  2.77e+5  ...  2.77e+5  2.77e+5 │ 2.77e+5  2.77e+5  ...  2.77e+5  2.77e+5 │ ...  │ 2.77e+5  2.77e+5  ...  2.77e+5  2.77e+5 │ 2.77e+5  2.77e+5  ...  2.77e+5  2.77e+5 ││
-    ││axis 2│ 2.77e+5  2.77e+5  ...  2.77e+5  2.77e+5 │ 2.77e+5  2.77e+5  ...  2.77e+5  2.77e+5 │      │ 2.77e+5  2.77e+5  ...  2.77e+5  2.77e+5 │ 2.77e+5  2.77e+5  ...  2.77e+5  2.77e+5 ││
+    ││0 @ 1 │ 2.76e+5  2.76e+5  ...  2.76e+5  2.76e+5 │ 2.76e+5  2.76e+5  ...  2.76e+5  2.76e+5 │ ...  │ 2.76e+5  2.76e+5  ...  2.76e+5  2.76e+5 │ 2.76e+5  2.76e+5  ...  2.76e+5  2.76e+5 ││
+    ││axis 2│ 2.78e+5  2.78e+5  ...  2.78e+5  2.78e+5 │ 2.78e+5  2.78e+5  ...  2.78e+5  2.78e+5 │      │ 2.78e+5  2.78e+5  ...  2.78e+5  2.78e+5 │ 2.78e+5  2.78e+5  ...  2.78e+5  2.78e+5 ││
││      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     │      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     ││
-    ││      │ 2.81e+5  2.81e+5  ...  2.81e+5  2.81e+5 │ 2.81e+5  2.81e+5  ...  2.81e+5  2.81e+5 │      │ 2.81e+5  2.81e+5  ...  2.81e+5  2.81e+5 │ 2.81e+5  2.81e+5  ...  2.81e+5  2.81e+5 ││
+    ││      │ 2.82e+5  2.82e+5  ...  2.82e+5  2.82e+5 │ 2.82e+5  2.82e+5  ...  2.82e+5  2.82e+5 │      │ 2.82e+5  2.82e+5  ...  2.82e+5  2.82e+5 │ 2.82e+5  2.82e+5  ...  2.82e+5  2.82e+5 ││
││      │ 2.82e+5  2.82e+5  ...  2.82e+5  2.82e+5 │ 2.82e+5  2.82e+5  ...  2.82e+5  2.82e+5 │      │ 2.82e+5  2.82e+5  ...  2.82e+5  2.82e+5 │ 2.82e+5  2.82e+5  ...  2.82e+5  2.82e+5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││1 @ 1 │ 2.82e+5  2.82e+5  ...  2.82e+5  2.82e+5 │ 2.82e+5  2.82e+5  ...  2.82e+5  2.82e+5 │ ...  │ 2.82e+5  2.82e+5  ...  2.82e+5  2.82e+5 │ 2.82e+5  2.82e+5  ...  2.82e+5  2.82e+5 ││
-    ││axis 2│ 2.83e+5  2.83e+5  ...  2.83e+5  2.83e+5 │ 2.83e+5  2.83e+5  ...  2.83e+5  2.83e+5 │      │ 2.83e+5  2.83e+5  ...  2.83e+5  2.83e+5 │ 2.83e+5  2.83e+5  ...  2.83e+5  2.83e+5 ││
+    ││axis 2│ 2.82e+5  2.82e+5  ...  2.82e+5  2.82e+5 │ 2.82e+5  2.82e+5  ...  2.82e+5  2.82e+5 │      │ 2.82e+5  2.82e+5  ...  2.82e+5  2.82e+5 │ 2.82e+5  2.82e+5  ...  2.82e+5  2.82e+5 ││
││      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     │      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     ││
-    ││      │ 2.87e+5  2.87e+5  ...  2.87e+5  2.87e+5 │ 2.87e+5  2.87e+5  ...  2.87e+5  2.87e+5 │      │ 2.87e+5  2.87e+5  ...  2.87e+5  2.87e+5 │ 2.87e+5  2.87e+5  ...  2.87e+5  2.87e+5 ││
-    ││      │ 2.87e+5  2.87e+5  ...  2.87e+5  2.87e+5 │ 2.87e+5  2.87e+5  ...  2.87e+5  2.87e+5 │      │ 2.87e+5  2.87e+5  ...  2.87e+5  2.87e+5 │ 2.87e+5  2.87e+5  ...  2.87e+5  2.87e+5 ││
+    ││      │ 2.86e+5  2.86e+5  ...  2.86e+5  2.86e+5 │ 2.86e+5  2.86e+5  ...  2.86e+5  2.86e+5 │      │ 2.86e+5  2.86e+5  ...  2.86e+5  2.86e+5 │ 2.86e+5  2.86e+5  ...  2.86e+5  2.86e+5 ││
+    ││      │ 2.88e+5  2.88e+5  ...  2.88e+5  2.88e+5 │ 2.88e+5  2.88e+5  ...  2.88e+5  2.88e+5 │      │ 2.88e+5  2.88e+5  ...  2.88e+5  2.88e+5 │ 2.88e+5  2.88e+5  ...  2.88e+5  2.88e+5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││~~~~~ │ ...                                     │ ...                                     │ ...  │ ...                                     │ ...                                     ││
││axis 2│                                         │                                         │      │                                         │                                         ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││8 @ 1 │ 3.21e+5  3.21e+5  ...  3.21e+5  3.21e+5 │ 3.21e+5  3.21e+5  ...  3.21e+5  3.21e+5 │ ...  │ 3.21e+5  3.21e+5  ...  3.21e+5  3.21e+5 │ 3.21e+5  3.21e+5  ...  3.21e+5  3.21e+5 ││
-    ││axis 2│ 3.22e+5  3.22e+5  ...  3.22e+5  3.22e+5 │ 3.22e+5  3.22e+5  ...  3.22e+5  3.22e+5 │      │ 3.22e+5  3.22e+5  ...  3.22e+5  3.22e+5 │ 3.22e+5  3.22e+5  ...  3.22e+5  3.22e+5 ││
+    ││axis 2│ 3.21e+5  3.21e+5  ...  3.21e+5  3.21e+5 │ 3.21e+5  3.21e+5  ...  3.21e+5  3.21e+5 │      │ 3.21e+5  3.21e+5  ...  3.21e+5  3.21e+5 │ 3.21e+5  3.21e+5  ...  3.21e+5  3.21e+5 ││
││      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     │      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     ││
-    ││      │ 3.26e+5  3.26e+5  ...  3.26e+5  3.26e+5 │ 3.26e+5  3.26e+5  ...  3.26e+5  3.26e+5 │      │ 3.26e+5  3.26e+5  ...  3.26e+5  3.26e+5 │ 3.26e+5  3.26e+5  ...  3.26e+5  3.26e+5 ││
-    ││      │ 3.26e+5  3.26e+5  ...  3.26e+5  3.26e+5 │ 3.26e+5  3.26e+5  ...  3.26e+5  3.26e+5 │      │ 3.26e+5  3.26e+5  ...  3.26e+5  3.26e+5 │ 3.26e+5  3.26e+5  ...  3.26e+5  3.26e+5 ││
+    ││      │ 3.25e+5  3.25e+5  ...  3.25e+5  3.25e+5 │ 3.25e+5  3.25e+5  ...  3.25e+5  3.25e+5 │      │ 3.25e+5  3.25e+5  ...  3.25e+5  3.25e+5 │ 3.25e+5  3.25e+5  ...  3.25e+5  3.25e+5 ││
+    ││      │ 3.25e+5  3.25e+5  ...  3.25e+5  3.25e+5 │ 3.25e+5  3.25e+5  ...  3.25e+5  3.25e+5 │      │ 3.25e+5  3.25e+5  ...  3.25e+5  3.25e+5 │ 3.25e+5  3.27e+5  ...  3.27e+5  3.27e+5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││9 @ 1 │ 3.27e+5  3.27e+5  ...  3.27e+5  3.27e+5 │ 3.27e+5  3.27e+5  ...  3.27e+5  3.27e+5 │ ...  │ 3.27e+5  3.27e+5  ...  3.27e+5  3.27e+5 │ 3.27e+5  3.27e+5  ...  3.27e+5  3.27e+5 ││
││axis 2│ 3.27e+5  3.27e+5  ...  3.27e+5  3.27e+5 │ 3.27e+5  3.27e+5  ...  3.27e+5  3.27e+5 │      │ 3.27e+5  3.27e+5  ...  3.27e+5  3.27e+5 │ 3.27e+5  3.27e+5  ...  3.27e+5  3.27e+5 ││
││      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     │      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     ││
││      │ 3.31e+5  3.31e+5  ...  3.31e+5  3.31e+5 │ 3.31e+5  3.31e+5  ...  3.31e+5  3.31e+5 │      │ 3.31e+5  3.31e+5  ...  3.31e+5  3.31e+5 │ 3.31e+5  3.31e+5  ...  3.31e+5  3.31e+5 ││
-    ││      │ 3.32e+5  3.32e+5  ...  3.32e+5  3.32e+5 │ 3.32e+5  3.32e+5  ...  3.32e+5  3.32e+5 │      │ 3.32e+5  3.32e+5  ...  3.32e+5  3.32e+5 │ 3.32e+5  3.32e+5  ...  3.32e+5  3.32e+5 ││
+    ││      │ 3.31e+5  3.31e+5  ...  3.31e+5  3.31e+5 │ 3.31e+5  3.31e+5  ...  3.31e+5  3.31e+5 │      │ 3.31e+5  3.31e+5  ...  3.31e+5  3.31e+5 │ 3.31e+5  3.31e+5  ...  3.31e+5  3.31e+5 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
└───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
@@ -740,11 +740,11 @@ let%expect_test "Very big tensor" =
││      │0 @ 0                                    │1 @ 0                                    │~~~~~ │4 @ 0                                    │5 @ 0                                    ││
││      │axis 2                                   │axis 2                                   │axis 2│axis 2                                   │axis 2                                   ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││axis 1│ 2.53e+5  7.61e+5  ...  4.82e+6  5.33e+6 │ 5.61e+7  5.66e+7  ...  6.07e+7  6.12e+7 │ ...  │ 2.23e+8  2.24e+8  ...  2.28e+8  2.28e+8 │ 2.79e+8  2.80e+8  ...  2.84e+8  2.84e+8 ││
-    ││      │ 5.84e+6  6.34e+6  ...  1.04e+7  1.09e+7 │ 6.17e+7  6.22e+7  ...  6.62e+7  6.68e+7 │      │ 2.29e+8  2.29e+8  ...  2.33e+8  2.34e+8 │ 2.85e+8  2.85e+8  ...  2.89e+8  2.90e+8 ││
+    ││axis 1│ 2.59e+5  5.24e+5  ...  4.19e+6  4.19e+6 │ 3.35e+7  3.35e+7  ...  3.35e+7  3.35e+7 │ ...  │ 1.34e+8  1.34e+8  ...  1.34e+8  1.34e+8 │ 2.68e+8  2.68e+8  ...  2.68e+8  2.68e+8 ││
+    ││      │ 4.19e+6  4.19e+6  ...  8.38e+6  8.38e+6 │ 3.35e+7  3.35e+7  ...  6.71e+7  6.71e+7 │      │ 1.34e+8  1.34e+8  ...  1.34e+8  1.34e+8 │ 2.68e+8  2.68e+8  ...  2.68e+8  2.68e+8 ││
││      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     │      │ ...      ...      ...  ...      ...     │ ...      ...      ...  ...      ...     ││
-    ││      │ 4.49e+7  4.54e+7  ...  4.95e+7  5.00e+7 │ 1.00e+8  1.01e+8  ...  1.05e+8  1.05e+8 │      │ 2.68e+8  2.69e+8  ...  2.73e+8  2.73e+8 │ 3.24e+8  3.24e+8  ...  3.28e+8  3.29e+8 ││
-    ││      │ 5.05e+7  5.10e+7  ...  5.51e+7  5.56e+7 │ 1.06e+8  1.06e+8  ...  1.11e+8  1.11e+8 │      │ 2.74e+8  2.74e+8  ...  2.78e+8  2.79e+8 │ 3.29e+8  3.30e+8  ...  3.34e+8  3.35e+8 ││
+    ││      │ 3.35e+7  3.35e+7  ...  3.35e+7  3.35e+7 │ 6.71e+7  6.71e+7  ...  6.71e+7  6.71e+7 │      │ 2.68e+8  2.68e+8  ...  2.68e+8  2.68e+8 │ 2.68e+8  2.68e+8  ...  2.68e+8  2.68e+8 ││
+    ││      │ 3.35e+7  3.35e+7  ...  3.35e+7  3.35e+7 │ 6.71e+7  6.71e+7  ...  6.71e+7  6.71e+7 │      │ 2.68e+8  2.68e+8  ...  2.68e+8  2.68e+8 │ 2.68e+8  2.68e+8  ...  2.68e+8  2.68e+8 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
└───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]
File "test/einsum_trivia.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum_trivia.ml _build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/einsum_trivia.ml.corrected
diff --git a/_build/default/test/einsum_trivia.ml b/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/einsum_trivia.ml.corrected
index 162aa57..ed9a15a 100644
--- a/_build/default/test/einsum_trivia.ml
+++ b/_build/.sandbox/a97fb266ed0b6435ed18b02aeb2b5e6a/default/test/einsum_trivia.ml.corrected
@@ -79,87 +79,87 @@ let%expect_test "einsum1 permute axes" =
││1 @ 2 │ 1.40e+2  1.41e+2  1.42e+2  1.43e+2  1.44e+2 │ 1.45e+2  1.46e+2  1.47e+2  1.48e+2  1.49e+2 │ 1.50e+2  1.51e+2  1.52e+2  1.53e+2  1.54e+2 │ 1.55e+2  1.56e+2  1.57e+2  1.58e+2  1.59e+2 ││
││axis 3│ 1.60e+2  1.61e+2  1.62e+2  1.63e+2  1.64e+2 │ 1.65e+2  1.66e+2  1.67e+2  1.68e+2  1.69e+2 │ 1.70e+2  1.71e+2  1.72e+2  1.73e+2  1.74e+2 │ 1.75e+2  1.76e+2  1.77e+2  1.78e+2  1.79e+2 ││
││      │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     ││
-    ││      │ 2.40e+2  2.41e+2  2.42e+2  2.43e+2  2.44e+2 │ 2.45e+2  2.46e+2  2.47e+2  2.48e+2  2.49e+2 │ 2.50e+2  2.51e+2  2.52e+2  2.53e+2  2.54e+2 │ 2.55e+2  2.56e+2  2.57e+2  2.58e+2  2.59e+2 ││
-    ││      │ 2.60e+2  2.61e+2  2.62e+2  2.63e+2  2.64e+2 │ 2.65e+2  2.66e+2  2.67e+2  2.68e+2  2.69e+2 │ 2.70e+2  2.71e+2  2.72e+2  2.73e+2  2.74e+2 │ 2.75e+2  2.76e+2  2.77e+2  2.78e+2  2.79e+2 ││
+    ││      │ 2.40e+2  2.41e+2  2.42e+2  2.43e+2  2.44e+2 │ 2.45e+2  2.46e+2  2.47e+2  2.48e+2  2.49e+2 │ 2.50e+2  2.51e+2  2.52e+2  2.53e+2  2.54e+2 │ 2.55e+2  2.56e+2  2.56e+2  2.58e+2  2.60e+2 ││
+    ││      │ 2.60e+2  2.60e+2  2.62e+2  2.64e+2  2.64e+2 │ 2.64e+2  2.66e+2  2.68e+2  2.68e+2  2.68e+2 │ 2.70e+2  2.72e+2  2.72e+2  2.72e+2  2.74e+2 │ 2.76e+2  2.76e+2  2.76e+2  2.78e+2  2.80e+2 ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
││~~~~~ │ ...                                         │ ...                                         │ ...                                         │ ...                                         ││
││axis 3│                                             │                                             │                                             │                                             ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
-    ││4 @ 2 │ 5.60e+2  5.61e+2  5.62e+2  5.63e+2  5.64e+2 │ 5.65e+2  5.66e+2  5.67e+2  5.68e+2  5.69e+2 │ 5.70e+2  5.71e+2  5.72e+2  5.73e+2  5.74e+2 │ 5.75e+2  5.76e+2  5.77e+2  5.78e+2  5.79e+2 ││
-    ││axis 3│ 5.80e+2  5.81e+2  5.82e+2  5.83e+2  5.84e+2 │ 5.85e+2  5.86e+2  5.87e+2  5.88e+2  5.89e+2 │ 5.90e+2  5.91e+2  5.92e+2  5.93e+2  5.94e+2 │ 5.95e+2  5.96e+2  5.97e+2  5.98e+2  5.99e+2 ││
+    ││4 @ 2 │ 5.60e+2  5.60e+2  5.60e+2  5.64e+2  5.64e+2 │ 5.64e+2  5.68e+2  5.68e+2  5.68e+2  5.68e+2 │ 5.68e+2  5.72e+2  5.72e+2  5.72e+2  5.76e+2 │ 5.76e+2  5.76e+2  5.76e+2  5.76e+2  5.80e+2 ││
+    ││axis 3│ 5.80e+2  5.80e+2  5.84e+2  5.84e+2  5.84e+2 │ 5.84e+2  5.84e+2  5.88e+2  5.88e+2  5.88e+2 │ 5.92e+2  5.92e+2  5.92e+2  5.92e+2  5.92e+2 │ 5.96e+2  5.96e+2  5.96e+2  6.00e+2  6.00e+2 ││
││      │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     ││
-    ││      │ 6.60e+2  6.61e+2  6.62e+2  6.63e+2  6.64e+2 │ 6.65e+2  6.66e+2  6.67e+2  6.68e+2  6.69e+2 │ 6.70e+2  6.71e+2  6.72e+2  6.73e+2  6.74e+2 │ 6.75e+2  6.76e+2  6.77e+2  6.78e+2  6.79e+2 ││
-    ││      │ 6.80e+2  6.81e+2  6.82e+2  6.83e+2  6.84e+2 │ 6.85e+2  6.86e+2  6.87e+2  6.88e+2  6.89e+2 │ 6.90e+2  6.91e+2  6.92e+2  6.93e+2  6.94e+2 │ 6.95e+2  6.96e+2  6.97e+2  6.98e+2  6.99e+2 ││
+    ││      │ 6.60e+2  6.60e+2  6.64e+2  6.64e+2  6.64e+2 │ 6.64e+2  6.64e+2  6.68e+2  6.68e+2  6.68e+2 │ 6.72e+2  6.72e+2  6.72e+2  6.72e+2  6.72e+2 │ 6.76e+2  6.76e+2  6.76e+2  6.80e+2  6.80e+2 ││
+    ││      │ 6.80e+2  6.80e+2  6.80e+2  6.84e+2  6.84e+2 │ 6.84e+2  6.88e+2  6.88e+2  6.88e+2  6.88e+2 │ 6.88e+2  6.92e+2  6.92e+2  6.92e+2  6.96e+2 │ 6.96e+2  6.96e+2  6.96e+2  6.96e+2  7.00e+2 ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
-    ││5 @ 2 │ 7.00e+2  7.01e+2  7.02e+2  7.03e+2  7.04e+2 │ 7.05e+2  7.06e+2  7.07e+2  7.08e+2  7.09e+2 │ 7.10e+2  7.11e+2  7.12e+2  7.13e+2  7.14e+2 │ 7.15e+2  7.16e+2  7.17e+2  7.18e+2  7.19e+2 ││
-    ││axis 3│ 7.20e+2  7.21e+2  7.22e+2  7.23e+2  7.24e+2 │ 7.25e+2  7.26e+2  7.27e+2  7.28e+2  7.29e+2 │ 7.30e+2  7.31e+2  7.32e+2  7.33e+2  7.34e+2 │ 7.35e+2  7.36e+2  7.37e+2  7.38e+2  7.39e+2 ││
+    ││5 @ 2 │ 7.00e+2  7.00e+2  7.04e+2  7.04e+2  7.04e+2 │ 7.04e+2  7.04e+2  7.08e+2  7.08e+2  7.08e+2 │ 7.12e+2  7.12e+2  7.12e+2  7.12e+2  7.12e+2 │ 7.16e+2  7.16e+2  7.16e+2  7.20e+2  7.20e+2 ││
+    ││axis 3│ 7.20e+2  7.20e+2  7.20e+2  7.24e+2  7.24e+2 │ 7.24e+2  7.28e+2  7.28e+2  7.28e+2  7.28e+2 │ 7.28e+2  7.32e+2  7.32e+2  7.32e+2  7.36e+2 │ 7.36e+2  7.36e+2  7.36e+2  7.36e+2  7.40e+2 ││
││      │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     ││
-    ││      │ 8.00e+2  8.01e+2  8.02e+2  8.03e+2  8.04e+2 │ 8.05e+2  8.06e+2  8.07e+2  8.08e+2  8.09e+2 │ 8.10e+2  8.11e+2  8.12e+2  8.13e+2  8.14e+2 │ 8.15e+2  8.16e+2  8.17e+2  8.18e+2  8.19e+2 ││
-    ││      │ 8.20e+2  8.21e+2  8.22e+2  8.23e+2  8.24e+2 │ 8.25e+2  8.26e+2  8.27e+2  8.28e+2  8.29e+2 │ 8.30e+2  8.31e+2  8.32e+2  8.33e+2  8.34e+2 │ 8.35e+2  8.36e+2  8.37e+2  8.38e+2  8.39e+2 ││
+    ││      │ 8.00e+2  8.00e+2  8.00e+2  8.04e+2  8.04e+2 │ 8.04e+2  8.08e+2  8.08e+2  8.08e+2  8.08e+2 │ 8.08e+2  8.12e+2  8.12e+2  8.12e2  8.16e+2 │ 8.16e+2  8.16e+2  8.16e+2  8.16e+2  8.20e+2 ││
+    ││      │ 8.20e+2  8.20e+2  8.24e+2  8.24e+2  8.24e+2 │ 8.24e+2  8.24e+2  8.28e+2  8.28e+2  8.28e+2 │ 8.32e+2  8.32e+2  8.32e+2  8.32e+2  8.32e+2 │ 8.36e+2  8.36e+2  8.36e+2  8.40e+2  8.40e+2 ││
│└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│
├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│┌──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┐│
││1 @ 1 │0 @ 4                                        │1 @ 4                                        │2 @ 4                                        │3 @ 4                                        ││
││      │axis 5                                       │axis 5                                       │axis 5                                       │axis 5                                       ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
-    ││0 @ 2 │ 8.40e+2  8.41e+2  8.42e+2  8.43e+2  8.44e+2 │ 8.45e+2  8.46e+2  8.47e+2  8.48e+2  8.49e+2 │ 8.50e+2  8.51e+2  8.52e+2  8.53e+2  8.54e+2 │ 8.55e+2  8.56e+2  8.57e+2  8.58e+2  8.59e+2 ││
-    ││axis 3│ 8.60e+2  8.61e+2  8.62e+2  8.63e+2  8.64e+2 │ 8.65e+2  8.66e+2  8.67e+2  8.68e+2  8.69e+2 │ 8.70e+2  8.71e+2  8.72e+2  8.73e+2  8.74e+2 │ 8.75e+2  8.76e+2  8.77e+2  8.78e+2  8.79e+2 ││
+    ││0 @ 2 │ 8.40e+2  8.40e+2  8.40e+2  8.44e+2  8.44e+2 │ 8.44e+2  8.48e+2  8.48e+2  8.48e+2  8.48e+2 │ 8.48e+2  8.52e+2  8.52e+2  8.52e+2  8.56e+2 │ 8.56e+2  8.56e+2  8.56e+2  8.56e+2  8.60e+2 ││
+    ││axis 3│ 8.60e+2  8.60e+2  8.64e+2  8.64e+2  8.64e+2 │ 8.64e+2  8.64e+2  8.68e+2  8.68e+2  8.68e+2 │ 8.72e+2  8.72e+2  8.72e+2  8.72e+2  8.72e+2 │ 8.76e+2  8.76e+2  8.76e+2  8.80e+2  8.80e+2 ││
││      │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     ││
-    ││      │ 9.40e+2  9.41e+2  9.42e+2  9.43e+2  9.44e+2 │ 9.45e+2  9.46e+2  9.47e+2  9.48e+2  9.49e+2 │ 9.50e+2  9.51e+2  9.52e+2  9.53e+2  9.54e+2 │ 9.55e+2  9.56e+2  9.57e+2  9.58e+2  9.59e+2 ││
-    ││      │ 9.60e+2  9.61e+2  9.62e+2  9.63e+2  9.64e+2 │ 9.65e+2  9.66e+2  9.67e+2  9.68e+2  9.69e+2 │ 9.70e+2  9.71e+2  9.72e+2  9.73e+2  9.74e+2 │ 9.75e+2  9.76e+2  9.77e+2  9.78e+2  9.79e+2 ││
+    ││      │ 9.40e+2  9.40e+2  9.44e+2  9.44e+2  9.44e+2 │ 9.44e+2  9.44e+2  9.48e+2  9.48e+2  9.48e+2 │ 9.52e+2  9.52e+2  9.52e+2  9.52e+2  9.52e+2 │ 9.56e+2  9.56e+2  9.56e+2  9.60e+2  9.60e+2 ││
+    ││      │ 9.60e+2  9.60e+2  9.60e+2  9.64e+2  9.64e+2 │ 9.64e+2  9.68e+2  9.68e+2  9.68e+2  9.68e+2 │ 9.68e+2  9.72e+2  9.72e+2  9.72e+2  9.76e+2 │ 9.76e+2  9.76e+2  9.76e+2  9.76e+2  9.80e+2 ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
-    ││1 @ 2 │ 9.80e+2  9.81e+2  9.82e+2  9.83e+2  9.84e+2 │ 9.85e+2  9.86e+2  9.87e+2  9.88e+2  9.89e+2 │ 9.90e+2  9.91e+2  9.92e+2  9.93e+2  9.94e+2 │ 9.95e+2  9.96e+2  9.97e+2  9.98e+2  9.99e+2 ││
-    ││axis 3│ 1.00e+3  1.00e+3  1.00e+3  1.00e+3  1.00e+3 │ 1.00e+3  1.00e+3  1.00e+3  1.00e+3  1.00e+3 │ 1.01e+3  1.01e+3  1.01e+3  1.01e+3  1.01e+3 │ 1.01e+3  1.01e+3  1.01e+3  1.01e+3  1.01e+3 ││
+    ││1 @ 2 │ 9.80e+2  9.80e+2  9.84e+2  9.84e+2  9.84e+2 │ 9.84e+2  9.84e+2  9.88e+2  9.88e+2  9.88e+2 │ 9.92e+2  9.92e+2  9.92e+2  9.92e+2  9.92e+2 │ 9.96e+2  9.96e+2  9.96e+2  1.00e+3  1.00e+3 ││
+    ││axis 3│ 1.00e+3  1.00e+3  1.00e+3  1.00e+3  1.00e+3 │ 1.00e+3  1.00e+3  1.00e+3  1.00e+3  1.00e+3 │ 1.00e+3  1.01e+3  1.01e+3  1.01e+3  1.01e+3 │ 1.01e+3  1.01e+3  1.01e+3  1.01e+3  1.02e+3 ││
││      │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     ││
-    ││      │ 1.08e+3  1.08e+3  1.08e+3  1.08e+3  1.08e+3 │ 1.08e+3  1.08e+3  1.08e+3  1.08e+3  1.08e+3 │ 1.09e+3  1.09e+3  1.09e+3  1.09e+3  1.09e+3 │ 1.09e+3  1.09e+3  1.09e+3  1.09e+3  1.09e+3 ││
-    ││      │ 1.10e+3  1.10e+3  1.10e+3  1.10e+3  1.10e+3 │ 1.10e+3  1.10e+3  1.10e+3  1.10e+3  1.10e+3 │ 1.11e+3  1.11e+3  1.11e+3  1.11e+3  1.11e+3 │ 1.11e+3  1.11e+3  1.11e+3  1.11e+3  1.11e+3 ││
+    ││      │ 1.08e+3  1.08e+3  1.08e+3  1.08e+3  1.08e+3 │ 1.08e+3  1.08e+3  1.08e+3  1.08e+3  1.08e+3 │ 1.08e+3  1.08e+3  1.08e+3  1.09e+3  1.09e+3 │ 1.09e+3  1.09e+3  1.09e+3  1.09e+3  1.09e+3 ││
+    ││      │ 1.10e+3  1.10e+3  1.10e+3  1.10e+3  1.10e+3 │ 1.10e+3  1.10e+3  1.10e+3  1.10e+3  1.11e+3 │ 1.11e+3  1.11e+3  1.11e+3  1.11e+3  1.11e+3 │ 1.11e+3  1.12e+3  1.12e+3  1.12e+3  1.12e+3 ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
││~~~~~ │ ...                                         │ ...                                         │ ...                                         │ ...                                         ││
││axis 3│                                             │                                             │                                             │                                             ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
-    ││4 @ 2 │ 1.40e+3  1.40e+3  1.40e+3  1.40e+3  1.40e+3 │ 1.40e+3  1.40e+3  1.40e+3  1.40e+3  1.40e+3 │ 1.41e+3  1.41e+3  1.41e+3  1.41e+3  1.41e+3 │ 1.41e+3  1.41e+3  1.41e+3  1.41e+3  1.41e+3 ││
-    ││axis 3│ 1.42e+3  1.42e+3  1.42e+3  1.42e+3  1.42e+3 │ 1.42e+3  1.42e+3  1.42e+3  1.42e+3  1.42e+3 │ 1.43e+3  1.43e+3  1.43e+3  1.43e+3  1.43e+3 │ 1.43e+3  1.43e+3  1.43e+3  1.43e+3  1.43e+3 ││
+    ││4 @ 2 │ 1.40e+3  1.40e+3  1.40e+3  1.40e+3  1.40e+3 │ 1.40e+3  1.40e+3  1.40e+3  1.40e+3  1.40e+3 │ 1.40e+3  1.40e+3  1.40e+3  1.41e+3  1.41e+3 │ 1.41e+3  1.41e+3  1.41e+3  1.41e+3  1.41e+3 ││
+    ││axis 3│ 1.42e+3  1.42e+3  1.42e+3  1.42e+3  1.42e+3 │ 1.42e+3  1.42e+3  1.42e+3  1.42e+3  1.43e+3 │ 1.43e+3  1.43e+3  1.43e+3  1.43e+3  1.43e+3 │ 1.43e+3  1.44e+3  1.44e+3  1.44e+3  1.44e+3 ││
││      │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     ││
-    ││      │ 1.50e+3  1.50e+3  1.50e+3  1.50e+3  1.50e+3 │ 1.50e+3  1.50e+3  1.50e+3  1.50e+3  1.50e+3 │ 1.51e+3  1.51e+3  1.51e+3  1.51e+3  1.51e+3 │ 1.51e+3  1.51e+3  1.51e+3  1.51e+3  1.51e+3 ││
-    ││      │ 1.52e+3  1.52e+3  1.52e+3  1.52e+3  1.52e+3 │ 1.52e+3  1.52e+3  1.52e+3  1.52e+3  1.52e+3 │ 1.53e+3  1.53e+3  1.53e+3  1.53e+3  1.53e+3 │ 1.53e+3  1.53e+3  1.53e+3  1.53e+3  1.53e+3 ││
+    ││      │ 1.50e+3  1.50e+3  1.50e+3  1.50e+3  1.50e+3 │ 1.50e+3  1.50e+3  1.50e+3  1.50e+3  1.51e+3 │ 1.51e+3  1.51e+3  1.51e+3  1.51e+3  1.51e+3 │ 1.51e+3  1.52e+3  1.52e+3  1.52e+3  1.52e+3 ││
+    ││      │ 1.52e+3  1.52e+3  1.52e+3  1.52e+3  1.52e+3 │ 1.52e+3  1.52e+3  1.52e+3  1.52e+3  1.52e+3 │ 1.52e+3  1.52e+3  1.53e+3  1.53e+3  1.53e+3 │ 1.53e+3  1.53e+3  1.53e+3  1.53e+3  1.53e+3 ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
-    ││5 @ 2 │ 1.54e+3  1.54e+3  1.54e+3  1.54e+3  1.54e+3 │ 1.54e+3  1.54e+3  1.54e+3  1.54e+3  1.54e+3 │ 1.55e+3  1.55e+3  1.55e+3  1.55e+3  1.55e+3 │ 1.55e+3  1.55e+3  1.55e+3  1.55e+3  1.55e+3 ││
-    ││axis 3│ 1.56e+3  1.56e+3  1.56e+3  1.56e+3  1.56e+3 │ 1.56e+3  1.56e+3  1.56e+3  1.56e+3  1.56e+3 │ 1.57e+3  1.57e+3  1.57e+3  1.57e+3  1.57e+3 │ 1.57e+3  1.57e+3  1.57e+3  1.57e+3  1.57e+3 ││
+    ││5 @ 2 │ 1.53e+3  1.54e+3  1.54e+3  1.54e+3  1.54e+3 │ 1.54e+3  1.54e+3  1.54e+3  1.55e+3  1.55e+3 │ 1.55e+3  1.55e+3  1.55e+3  1.55e+3  1.55e+3 │ 1.55e+3  1.55e+3  1.56e+3  1.56e+3  1.56e+3 ││
+    ││axis 3│ 1.56e+3  1.56e+3  1.56e+3  1.56e+3  1.56e+3 │ 1.56e+3  1.56e+3  1.56e+3  1.56e+3  1.56e+3 │ 1.56e+3  1.56e+3  1.56e+3  1.57e+3  1.57e+3 │ 1.57e+3  1.57e+3  1.57e+3  1.57e+3  1.57e+3 ││
││      │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     ││
-    ││      │ 1.64e+3  1.64e+3  1.64e+3  1.64e+3  1.64e+3 │ 1.64e+3  1.64e+3  1.64e+3  1.64e+3  1.64e+3 │ 1.65e+3  1.65e+3  1.65e+3  1.65e+3  1.65e+3 │ 1.65e+3  1.65e+3  1.65e+3  1.65e+3  1.65e+3 ││
-    ││      │ 1.66e+3  1.66e+3  1.66e+3  1.66e+3  1.66e+3 │ 1.66e+3  1.66e+3  1.66e+3  1.66e+3  1.66e+3 │ 1.67e+3  1.67e+3  1.67e+3  1.67e+3  1.67e+3 │ 1.67e+3  1.67e+3  1.67e+3  1.67e+3  1.67e+3 ││
+    ││      │ 1.64e+3  1.64e+3  1.64e+3  1.64e+3  1.64e+3 │ 1.64e+3  1.64e+3  1.64e+3  1.64e+3  1.64e+3 │ 1.64e+3  1.64e+3  1.64e+3  1.65e+3  1.65e+3 │ 1.65e+3  1.65e+3  1.65e+3  1.65e+3  1.65e+3 ││
+    ││      │ 1.66e+3  1.66e+3  1.66e+3  1.66e+3  1.66e+3 │ 1.66e+3  1.66e+3  1.66e+3  1.66e+3  1.67e+3 │ 1.67e+3  1.67e+3  1.67e+3  1.67e+3  1.67e+3 │ 1.67e+3  1.68e+3  1.68e+3  1.68e+3  1.68e+3 ││
│└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│
├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│┌──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┐│
││2 @ 1 │0 @ 4                                        │1 @ 4                                        │2 @ 4                                        │3 @ 4                                        ││
││      │axis 5                                       │axis 5                                       │axis 5                                       │axis 5                                       ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
-    ││0 @ 2 │ 1.68e+3  1.68e+3  1.68e+3  1.68e+3  1.68e+3 │ 1.68e+3  1.68e+3  1.68e+3  1.68e+3  1.68e+3 │ 1.69e+3  1.69e+3  1.69e+3  1.69e+3  1.69e+3 │ 1.69e+3  1.69e+3  1.69e+3  1.69e+3  1.69e+3 ││
-    ││axis 3│ 1.70e+3  1.70e+3  1.70e+3  1.70e+3  1.70e+3 │ 1.70e+3  1.70e+3  1.70e+3  1.70e+3  1.70e+3 │ 1.71e+3  1.71e+3  1.71e+3  1.71e+3  1.71e+3 │ 1.71e+3  1.71e+3  1.71e+3  1.71e+3  1.71e+3 ││
+    ││0 @ 2 │ 1.68e+3  1.68e+3  1.68e+3  1.68e+3  1.68e+3 │ 1.68e+3  1.68e+3  1.68e+3  1.68e+3  1.68e+3 │ 1.68e+3  1.68e+3  1.69e+3  1.69e+3  1.69e+3 │ 1.69e+3  1.69e+3  1.69e+3  1.69e+3  1.69e+3 ││
+    ││axis 3│ 1.69e+3  1.70e+3  1.70e+3  1.70e+3  1.70e+3 │ 1.70e+3  1.70e+3  1.70e+3  1.71e+3  1.71e+3 │ 1.71e+3  1.71e+3  1.71e+3  1.71e+3  1.71e+3 │ 1.71e+3  1.71e+3  1.72e+3  1.72e+3  1.72e+3 ││
││      │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     ││
-    ││      │ 1.78e+3  1.78e+3  1.78e+3  1.78e+3  1.78e+3 │ 1.78e+3  1.78e+3  1.78e+3  1.78e+3  1.78e+3 │ 1.79e+3  1.79e+3  1.79e+3  1.79e+3  1.79e+3 │ 1.79e+3  1.79e+3  1.79e+3  1.79e+3  1.79e+3 ││
-    ││      │ 1.80e+3  1.80e+3  1.80e+3  1.80e+3  1.80e+3 │ 1.80e+3  1.80e+3  1.80e+3  1.80e+3  1.80e+3 │ 1.81e+3  1.81e+3  1.81e+3  1.81e+3  1.81e+3 │ 1.81e+3  1.81e+3  1.81e+3  1.81e+3  1.81e+3 ││
+    ││      │ 1.77e+3  1.78e+3  1.78e+3  1.78e+3  1.78e+3 │ 1.78e+3  1.78e+3  1.78e+3  1.79e+3  1.79e+3 │ 1.79e+3  1.79e+3  1.79e+3  1.79e+3  1.79e+3 │ 1.79e+3  1.79e+3  1.80e+3  1.80e+3  1.80e+3 ││
+    ││      │ 1.80e+3  1.80e+3  1.80e+3  1.80e+3  1.80e+3 │ 1.80e+3  1.80e+3  1.80e+3  1.80e+3  1.80e+3 │ 1.80e+3  1.80e+3  1.80e+3  1.81e+3  1.81e+3 │ 1.81e+3  1.81e+3  1.81e+3  1.81e+3  1.81e+3 ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
-    ││1 @ 2 │ 1.82e+3  1.82e+3  1.82e+3  1.82e+3  1.82e+3 │ 1.82e+3  1.82e+3  1.82e+3  1.82e+3  1.82e+3 │ 1.83e+3  1.83e+3  1.83e+3  1.83e+3  1.83e+3 │ 1.83e+3  1.83e+3  1.83e+3  1.83e+3  1.83e+3 ││
-    ││axis 3│ 1.84e+3  1.84e+3  1.84e+3  1.84e+3  1.84e+3 │ 1.84e+3  1.84e+3  1.84e+3  1.84e+3  1.84e+3 │ 1.85e+3  1.85e+3  1.85e+3  1.85e+3  1.85e+3 │ 1.85e+3  1.85e+3  1.85e+3  1.85e+3  1.85e+3 ││
+    ││1 @ 2 │ 1.82e+3  1.82e+3  1.82e+3  1.82e+3  1.82e+3 │ 1.82e+3  1.82e+3  1.82e+3  1.82e+3  1.83e+3 │ 1.83e+3  1.83e+3  1.83e+3  1.83e+3  1.83e+3 │ 1.83e+3  1.84e+3  1.84e+3  1.84e+3  1.84e+3 ││
+    ││axis 3│ 1.84e+3  1.84e+3  1.84e+3  1.84e+3  1.84e+3 │ 1.84e+3  1.84e+3  1.84e+3  1.84e+3  1.84e+3 │ 1.84e+3  1.84e+3  1.85e+3  1.85e+3  1.85e+3 │ 1.85e+3  1.85e+3  1.85e+3  1.85e+3  1.85e+3 ││
││      │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     ││
-    ││      │ 1.92e+3  1.92e+3  1.92e+3  1.92e+3  1.92e+3 │ 1.92e+3  1.92e+3  1.92e+3  1.92e+3  1.92e+3 │ 1.93e+3  1.93e+3  1.93e+3  1.93e+3  1.93e+3 │ 1.93e+3  1.93e+3  1.93e+3  1.93e+3  1.93e+3 ││
-    ││      │ 1.94e+3  1.94e+3  1.94e+3  1.94e+3  1.94e+3 │ 1.94e+3  1.94e+3  1.94e+3  1.94e+3  1.94e+3 │ 1.95e+3  1.95e+3  1.95e+3  1.95e+3  1.95e+3 │ 1.95e+3  1.95e+3  1.95e+3  1.95e+3  1.95e+3 ││
+    ││      │ 1.92e+3  1.92e+3  1.92e+3  1.92e+3  1.92e+3 │ 1.92e+3  1.92e+3  1.92e+3  1.92e+3  1.92e+3 │ 1.92e+3  1.92e+3  1.93e+3  1.93e+3  1.93e+3 │ 1.93e+3  1.93e+3  1.93e+3  1.93e+3  1.93e+3 ││
+    ││      │ 1.93e+3  1.94e+3  1.94e+3  1.94e+3  1.94e+3 │ 1.94e+3  1.94e+3  1.94e+3  1.95e+3  1.95e+3 │ 1.95e+3  1.95e+3  1.95e+3  1.95e+3  1.95e+3 │ 1.95e+3  1.95e+3  1.96e+3  1.96e+3  1.96e+3 ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
││~~~~~ │ ...                                         │ ...                                         │ ...                                         │ ...                                         ││
││axis 3│                                             │                                             │                                             │                                             ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
-    ││4 @ 2 │ 2.24e+3  2.24e+3  2.24e+3  2.24e+3  2.24e+3 │ 2.24e+3  2.24e+3  2.24e+3  2.24e+3  2.24e+3 │ 2.25e+3  2.25e+3  2.25e+3  2.25e+3  2.25e+3 │ 2.25e+3  2.25e+3  2.25e+3  2.25e+3  2.25e+3 ││
-    ││axis 3│ 2.26e+3  2.26e+3  2.26e+3  2.26e+3  2.26e+3 │ 2.26e+3  2.26e+3  2.26e+3  2.26e+3  2.26e+3 │ 2.27e+3  2.27e+3  2.27e+3  2.27e+3  2.27e+3 │ 2.27e+3  2.27e+3  2.27e+3  2.27e+3  2.27e+3 ││
+    ││4 @ 2 │ 2.24e+3  2.24e+3  2.24e+3  2.24e+3  2.24e+3 │ 2.24e+3  2.24e+3  2.24e+3  2.24e+3  2.25e+3 │ 2.25e+3  2.25e+3  2.25e+3  2.25e+3  2.25e+3 │ 2.25e+3  2.25e+3  2.25e+3  2.25e+3  2.25e+3 ││
+    ││axis 3│ 2.25e+3  2.25e+3  2.25e+3  2.25e+3  2.27e+3 │ 2.27e+3  2.27e+3  2.27e+3  2.27e+3  2.27e+3 │ 2.27e+3  2.27e+3  2.27e+3  2.27e+3  2.27e+3 │ 2.27e+3  2.27e+3  2.27e+3  2.27e+3  2.27e+3 ││
││      │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     ││
-    ││      │ 2.34e+3  2.34e+3  2.34e+3  2.34e+3  2.34e+3 │ 2.34e+3  2.34e+3  2.34e+3  2.34e+3  2.34e+3 │ 2.35e+3  2.35e+3  2.35e+3  2.35e+3  2.35e+3 │ 2.35e+3  2.35e+3  2.35e+3  2.35e+3  2.35e+3 ││
-    ││      │ 2.36e+3  2.36e+3  2.36e+3  2.36e+3  2.36e+3 │ 2.36e+3  2.36e+3  2.36e+3  2.36e+3  2.36e+3 │ 2.37e+3  2.37e+3  2.37e+3  2.37e+3  2.37e+3 │ 2.37e+3  2.37e+3  2.37e+3  2.37e+3  2.37e+3 ││
+    ││      │ 2.33e+3  2.33e+3  2.33e+3  2.33e+3  2.33e+3 │ 2.35e+3  2.35e+3  2.35e+3  2.35e+3  2.35e+3 │ 2.35e+3  2.35e+3  2.35e+3  2.35e+3  2.35e+3 │ 2.35e+3  2.35e+3  2.35e+3  2.35e+3  2.35e+3 ││
+    ││      │ 2.36e+3  2.36e+3  2.36e+3  2.36e+3  2.36e+3 │ 2.36e+3  2.36e+3  2.36e+3  2.36e+3  2.36e+3 │ 2.36e+3  2.36e+3  2.36e+3  2.36e+3  2.36e+3 │ 2.36e+3  2.36e+3  2.38e+3  2.38e+3  2.38e+3 ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
-    ││5 @ 2 │ 2.38e+3  2.38e+3  2.38e+3  2.38e+3  2.38e+3 │ 2.38e+3  2.38e+3  2.38e+3  2.38e+3  2.38e+3 │ 2.39e+3  2.39e+3  2.39e+3  2.39e+3  2.39e+3 │ 2.39e+3  2.39e+3  2.39e+3  2.39e+3  2.39e+3 ││
-    ││axis 3│ 2.40e+3  2.40e+3  2.40e+3  2.40e+3  2.40e+3 │ 2.40e+3  2.40e+3  2.40e+3  2.40e+3  2.40e+3 │ 2.41e+3  2.41e+3  2.41e+3  2.41e+3  2.41e+3 │ 2.41e+3  2.41e+3  2.41e+3  2.41e+3  2.41e+3 ││
+    ││5 @ 2 │ 2.38e+3  2.38e+3  2.38e+3  2.38e+3  2.38e+3 │ 2.38e+3  2.38e+3  2.38e+3  2.38e+3  2.38e+3 │ 2.38e+3  2.38e+3  2.40e+3  2.40e+3  2.40e+3 │ 2.40e+3  2.40e+3  2.40e+3  2.40e+3  2.40e+3 ││
+    ││axis 3│ 2.40e+3  2.40e+3  2.40e+3  2.40e+3  2.40e+3 │ 2.40e+3  2.40e+3  2.40e+3  2.40e+3  2.41e+3 │ 2.41e+3  2.41e+3  2.41e+3  2.41e+3  2.41e+3 │ 2.41e+3  2.41e+3  2.41e+3  2.41e+3  2.41e+3 ││
││      │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     │ ...      ...      ...      ...      ...     ││
-    ││      │ 2.48e+3  2.48e+3  2.48e+3  2.48e+3  2.48e+3 │ 2.48e+3  2.48e+3  2.48e+3  2.48e+3  2.48e+3 │ 2.49e+3  2.49e+3  2.49e+3  2.49e+3  2.49e+3 │ 2.49e+3  2.49e+3  2.49e+3  2.49e+3  2.49e+3 ││
-    ││      │ 2.50e+3  2.50e+3  2.50e+3  2.50e+3  2.50e+3 │ 2.50e+3  2.50e+3  2.50e+3  2.50e+3  2.50e+3 │ 2.51e+3  2.51e+3  2.51e+3  2.51e+3  2.51e+3 │ 2.51e+3  2.51e+3  2.51e+3  2.51e+3  2.51e+3 ││
+    ││      │ 2.48e+3  2.48e+3  2.48e+3  2.48e+3  2.48e+3 │ 2.48e+3  2.48e+3  2.48e+3  2.49e+3  2.49e+3 │ 2.49e+3  2.49e+3  2.49e+3  2.49e+3  2.49e+3 │ 2.49e+3  2.49e+3  2.49e+3  2.49e+3  2.49e+3 ││
+    ││      │ 2.49e+3  2.49e+3  2.49e+3  2.49e+3  2.49e+3 │ 2.51e+3  2.51e+3  2.51e+3  2.51e+3  2.51e+3 │ 2.51e+3  2.51e+3  2.51e+3  2.51e+3  2.51e+3 │ 2.51e+3  2.51e+3  2.51e+3  2.51e+3  2.51e+3 ││
│└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│
└────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
@@ -172,50 +172,50 @@ let%expect_test "einsum1 permute axes" =
││0 @ 1 │0 @ 4                                    │1 @ 4                                    ││
││      │axis 5                                   │axis 5                                   ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││0 @ 2 │ 0.00     1.40e+2  ...  5.60e+2  7.00e+2 │ 2.52e+3  2.66e+3  ...  3.08e+3  3.22e+3 ││
-    ││axis 3│ 8.40e+2  9.80e+2  ...  1.40e+3  1.54e+3 │ 3.36e+3  3.50e+3  ...  3.92e+3  4.06e+3 ││
-    ││      │ 1.68e+3  1.82e+3  ...  2.24e+3  2.38e+3 │ 4.20e+3  4.34e+3  ...  4.76e+3  4.90e+3 ││
+    ││0 @ 2 │ 0.00     1.40e+2  ...  5.60e+2  7.00e+2 │ 2.52e+3  2.65e+3  ...  3.07e+3  3.21e+3 ││
+    ││axis 3│ 8.40e+2  9.80e+2  ...  1.40e+3  1.53e+3 │ 3.36e+3  3.50e+3  ...  3.92e+3  4.06e+3 ││
+    ││      │ 1.68e+3  1.82e+3  ...  2.24e+3  2.38e+3 │ 4.19e+3  4.35e+3  ...  4.76e+3  4.89e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││1 @ 2 │ 1.00     1.41e+2  ...  5.61e+2  7.01e+2 │ 2.52e+3  2.66e+3  ...  3.08e+3  3.22e+3 ││
-    ││axis 3│ 8.41e+2  9.81e+2  ...  1.40e+3  1.54e+3 │ 3.36e+3  3.50e+3  ...  3.92e+3  4.06e+3 ││
-    ││      │ 1.68e+3  1.82e+3  ...  2.24e+3  2.38e+3 │ 4.20e+3  4.34e+3  ...  4.76e+3  4.90e+3 ││
+    ││1 @ 2 │ 1.00     1.41e+2  ...  5.60e+2  7.00e+2 │ 2.52e+3  2.65e+3  ...  3.08e+3  3.21e+3 ││
+    ││axis 3│ 8.40e+2  9.80e+2  ...  1.40e+3  1.54e+3 │ 3.36e+3  3.50e+3  ...  3.92e+3  4.06e+3 ││
+    ││      │ 1.68e+3  1.82e+3  ...  2.24e+3  2.38e+3 │ 4.19e+3  4.35e+3  ...  4.76e+3  4.89e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││2 @ 2 │ 2.00     1.42e+2  ...  5.62e+2  7.02e+2 │ 2.52e+3  2.66e+3  ...  3.08e+3  3.22e+3 ││
-    ││axis 3│ 8.42e+2  9.82e+2  ...  1.40e+3  1.54e+3 │ 3.36e+3  3.50e+3  ...  3.92e+3  4.06e+3 ││
-    ││      │ 1.68e+3  1.82e+3  ...  2.24e+3  2.38e+3 │ 4.20e+3  4.34e+3  ...  4.76e+3  4.90e+3 ││
+    ││2 @ 2 │ 2.00     1.42e+2  ...  5.60e+2  7.04e+2 │ 2.52e+3  2.65e+3  ...  3.08e+3  3.21e+3 ││
+    ││axis 3│ 8.40e+2  9.84e+2  ...  1.40e+3  1.54e+3 │ 3.36e+3  3.50e+3  ...  3.92e+3  4.06e+3 ││
+    ││      │ 1.68e+3  1.82e+3  ...  2.24e+3  2.38e+3 │ 4.19e+3  4.35e+3  ...  4.76e+3  4.89e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││3 @ 2 │ 3.00     1.43e+2  ...  5.63e+2  7.03e+2 │ 2.52e+3  2.66e+3  ...  3.08e+3  3.22e+3 ││
-    ││axis 3│ 8.43e+2  9.83e+2  ...  1.40e+3  1.54e+3 │ 3.36e+3  3.50e+3  ...  3.92e+3  4.06e+3 ││
-    ││      │ 1.68e+3  1.82e+3  ...  2.24e+3  2.38e+3 │ 4.20e+3  4.34e+3  ...  4.76e+3  4.90e+3 ││
+    ││3 @ 2 │ 3.00     1.43e+2  ...  5.64e+2  7.04e+2 │ 2.52e+3  2.65e+3  ...  3.08e+3  3.21e+3 ││
+    ││axis 3│ 8.44e+2  9.84e+2  ...  1.40e+3  1.54e+3 │ 3.36e+3  3.50e+3  ...  3.92e+3  4.06e+3 ││
+    ││      │ 1.68e+3  1.82e+3  ...  2.24e+3  2.38e+3 │ 4.19e+3  4.35e+3  ...  4.76e+3  4.89e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││4 @ 2 │ 4.00     1.44e+2  ...  5.64e+2  7.04e+2 │ 2.52e+3  2.66e+3  ...  3.08e+3  3.22e+3 ││
+    ││4 @ 2 │ 4.00     1.44e+2  ...  5.64e+2  7.04e+2 │ 2.52e+3  2.65e+3  ...  3.08e+3  3.23e+3 ││
││axis 3│ 8.44e+2  9.84e+2  ...  1.40e+3  1.54e+3 │ 3.36e+3  3.50e+3  ...  3.92e+3  4.06e+3 ││
-    ││      │ 1.68e+3  1.82e+3  ...  2.24e+3  2.38e+3 │ 4.20e+3  4.34e+3  ...  4.76e+3  4.90e+3 ││
+    ││      │ 1.68e+3  1.82e+3  ...  2.24e+3  2.38e+3 │ 4.19e+3  4.35e+3  ...  4.76e+3  4.89e+3 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
├────────────────────────────────────────────────────────────────────────────────────────────┤
│┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
││1 @ 1 │0 @ 4                                    │1 @ 4                                    ││
││      │axis 5                                   │axis 5                                   ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││0 @ 2 │ 2.00e+1  1.60e+2  ...  5.80e+2  7.20e+2 │ 2.54e+3  2.68e+3  ...  3.10e+3  3.24e+3 ││
-    ││axis 3│ 8.60e+2  1.00e+3  ...  1.42e+3  1.56e+3 │ 3.38e+3  3.52e+3  ...  3.94e+3  4.08e+3 ││
-    ││      │ 1.70e+3  1.84e+3  ...  2.26e+3  2.40e+3 │ 4.22e+3  4.36e+3  ...  4.78e+3  4.92e+3 ││
+    ││0 @ 2 │ 2.00e+1  1.60e+2  ...  5.80e+2  7.20e+2 │ 2.54e+3  2.68e+3  ...  3.10e+3  3.23e+3 ││
+    ││axis 3│ 8.60e+2  1.00e+3  ...  1.42e+3  1.56e+3 │ 3.37e+3  3.52e+3  ...  3.93e+3  4.08e+3 ││
+    ││      │ 1.69e+3  1.84e+3  ...  2.25e+3  2.40e+3 │ 4.22e+3  4.35e+3  ...  4.76e+3  4.92e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││1 @ 2 │ 2.10e+1  1.61e+2  ...  5.81e+2  7.21e+2 │ 2.54e+3  2.68e+3  ...  3.10e+3  3.24e+3 ││
-    ││axis 3│ 8.61e+2  1.00e+3  ...  1.42e+3  1.56e+3 │ 3.38e+3  3.52e+3  ...  3.94e+3  4.08e+3 ││
-    ││      │ 1.70e+3  1.84e+3  ...  2.26e+3  2.40e+3 │ 4.22e+3  4.36e+3  ...  4.78e+3  4.92e+3 ││
+    ││1 @ 2 │ 2.10e+1  1.61e+2  ...  5.80e+2  7.20e+2 │ 2.54e+3  2.68e+3  ...  3.10e+3  3.24e+3 ││
+    ││axis 3│ 8.60e+2  1.00e+3  ...  1.42e+3  1.56e+3 │ 3.37e+3  3.52e+3  ...  3.93e+3  4.08e+3 ││
+    ││      │ 1.70e+3  1.84e+3  ...  2.25e+3  2.40e+3 │ 4.22e+3  4.35e+3  ...  4.76e+3  4.92e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││2 @ 2 │ 2.20e+1  1.62e+2  ...  5.82e+2  7.22e+2 │ 2.54e+3  2.68e+3  ...  3.10e+3  3.24e+3 ││
-    ││axis 3│ 8.62e+2  1.00e+3  ...  1.42e+3  1.56e+3 │ 3.38e+3  3.52e+3  ...  3.94e+3  4.08e+3 ││
-    ││      │ 1.70e+3  1.84e+3  ...  2.26e+3  2.40e+3 │ 4.22e+3  4.36e+3  ...  4.78e+3  4.92e+3 ││
+    ││2 @ 2 │ 2.20e+1  1.62e+2  ...  5.84e+2  7.20e+2 │ 2.54e+3  2.68e+3  ...  3.10e+3  3.24e+3 ││
+    ││axis 3│ 8.64e+2  1.00e+3  ...  1.42e+3  1.56e+3 │ 3.37e+3  3.52e+3  ...  3.93e+3  4.08e+3 ││
+    ││      │ 1.70e+3  1.84e+3  ...  2.25e+3  2.40e+3 │ 4.22e+3  4.35e+3  ...  4.76e+3  4.92e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││3 @ 2 │ 2.30e+1  1.63e+2  ...  5.83e+2  7.23e+2 │ 2.54e+3  2.68e+3  ...  3.10e+3  3.24e+3 ││
-    ││axis 3│ 8.63e+2  1.00e+3  ...  1.42e+3  1.56e+3 │ 3.38e+3  3.52e+3  ...  3.94e+3  4.08e+3 ││
-    ││      │ 1.70e+3  1.84e+3  ...  2.26e+3  2.40e+3 │ 4.22e+3  4.36e+3  ...  4.78e+3  4.92e+3 ││
+    ││3 @ 2 │ 2.30e+1  1.63e+2  ...  5.84e+2  7.24e+2 │ 2.54e+3  2.68e+3  ...  3.10e+3  3.24e+3 ││
+    ││axis 3│ 8.64e+2  1.00e+3  ...  1.42e+3  1.56e+3 │ 3.37e+3  3.52e+3  ...  3.93e+3  4.08e+3 ││
+    ││      │ 1.70e+3  1.84e+3  ...  2.25e+3  2.40e+3 │ 4.22e+3  4.35e+3  ...  4.76e+3  4.92e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││4 @ 2 │ 2.40e+1  1.64e+2  ...  5.84e+2  7.24e+2 │ 2.54e+3  2.68e+3  ...  3.10e+3  3.24e+3 ││
-    ││axis 3│ 8.64e+2  1.00e+3  ...  1.42e+3  1.56e+3 │ 3.38e+3  3.52e+3  ...  3.94e+3  4.08e+3 ││
-    ││      │ 1.70e+3  1.84e+3  ...  2.26e+3  2.40e+3 │ 4.22e+3  4.36e+3  ...  4.78e+3  4.92e+3 ││
+    ││axis 3│ 8.64e+2  1.00e+3  ...  1.42e+3  1.56e+3 │ 3.39e+3  3.52e+3  ...  3.93e+3  4.08e+3 ││
+    ││      │ 1.70e+3  1.84e+3  ...  2.27e+3  2.40e+3 │ 4.22e+3  4.35e+3  ...  4.80e+3  4.92e+3 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
├────────────────────────────────────────────────────────────────────────────────────────────┤
│ ...                                                                                        │
@@ -224,25 +224,25 @@ let%expect_test "einsum1 permute axes" =
││5 @ 1 │0 @ 4                                    │1 @ 4                                    ││
││      │axis 5                                   │axis 5                                   ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││0 @ 2 │ 1.00e+2  2.40e+2  ...  6.60e+2  8.00e+2 │ 2.62e+3  2.76e+3  ...  3.18e+3  3.32e+3 ││
-    ││axis 3│ 9.40e+2  1.08e+3  ...  1.50e+3  1.64e+3 │ 3.46e+3  3.60e+3  ...  4.02e+3  4.16e+3 ││
...TRUNCATED BY DUNE...
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││4 @ 2 │ 5.60e+2  5.80e+2  ...  6.60e+2  6.80e+2 │ 5.65e+2  5.85e+2  ...  6.65e+2  6.85e+2 │ 5.70e+2  5.90e+2  ...  6.70e+2  6.90e+2 │ 5.75e+2  5.95e+2  ...  6.75e+2  6.95e+2 ││
-    ││axis 3│ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.41e+3  1.43e+3  ...  1.51e+3  1.53e+3 │ 1.41e+3  1.43e+3  ...  1.51e+3  1.53e+3 ││
-    ││      │ 2.24e+3  2.26e+3  ...  2.34e+3  2.36e+3 │ 2.24e+3  2.26e+3  ...  2.34e+3  2.36e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.37e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.37e+3 ││
+    ││4 @ 2 │ 5.60e+2  5.80e+2  ...  6.60e+2  6.80e+2 │ 5.64e+2  5.84e+2  ...  6.64e+2  6.84e+2 │ 5.68e+2  5.92e+2  ...  6.72e+2  6.88e+2 │ 5.76e+2  5.96e+2  ...  6.76e+2  6.96e+2 ││
+    ││axis 3│ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.40e+3  1.43e+3  ...  1.51e+3  1.52e+3 │ 1.41e+3  1.43e+3  ...  1.51e+3  1.53e+3 ││
+    ││      │ 2.24e+3  2.25e+3  ...  2.33e+3  2.36e+3 │ 2.24e+3  2.27e+3  ...  2.35e+3  2.36e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.36e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.36e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││5 @ 2 │ 7.00e+2  7.20e+2  ...  8.00e+2  8.20e+2 │ 7.05e+2  7.25e+2  ...  8.05e+2  8.25e+2 │ 7.10e+2  7.30e+2  ...  8.10e+2  8.30e+2 │ 7.15e+2  7.35e+2  ...  8.15e+2  8.35e+2 ││
-    ││axis 3│ 1.54e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.54e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.55e+3  1.57e+3  ...  1.65e+3  1.67e+3 │ 1.55e+3  1.57e+3  ...  1.65e+3  1.67e+3 ││
-    ││      │ 2.38e+3  2.40e+3  ...  2.48e+3  2.50e+3 │ 2.38e+3  2.40e+3  ...  2.48e+3  2.50e+3 │ 2.39e+3  2.41e+3  ...  2.49e+3  2.51e+3 │ 2.39e+3  2.41e+3  ...  2.49e+3  2.51e+3 ││
+    ││5 @ 2 │ 7.00e+2  7.20e+2  ...  8.00e+2  8.20e+2 │ 7.04e+2  7.24e+2  ...  8.04e+2  8.24e+2 │ 7.12e+2  7.28e+2  ...  8.08e+2  8.32e+2 │ 7.16e+2  7.36e+2  ...  8.16e+2  8.36e+2 ││
+    ││axis 3│ 1.53e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.54e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.55e+3  1.56e+3  ...  1.64e+3  1.67e+3 │ 1.55e+3  1.57e+3  ...  1.65e+3  1.67e+3 ││
+    ││      │ 2.38e+3  2.40e+3  ...  2.48e+3  2.49e+3 │ 2.38e+3  2.40e+3  ...  2.48e+3  2.51e+3 │ 2.38e+3  2.41e+3  ...  2.49e+3  2.51e+3 │ 2.40e+3  2.41e+3  ...  2.49e+3  2.51e+3 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
@@ -905,23 +905,23 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" =
││      │axis 5                                   │axis 5                                   │axis 5                                   │axis 5                                   ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││0 @ 2 │ 1.00     2.10e+1  ...  1.01e+2  1.21e+2 │ 6.00     2.60e+1  ...  1.06e+2  1.26e+2 │ 1.10e+1  3.10e+1  ...  1.11e+2  1.31e+2 │ 1.60e+1  3.60e+1  ...  1.16e+2  1.36e+2 ││
-    ││axis 3│ 8.41e+2  8.61e+2  ...  9.41e+2  9.61e+2 │ 8.46e+2  8.66e+2  ...  9.46e+2  9.66e+2 │ 8.51e+2  8.71e+2  ...  9.51e+2  9.71e+2 │ 8.56e+2  8.76e+2  ...  9.56e+2  9.76e+2 ││
-    ││      │ 1.68e+3  1.70e+3  ...  1.78e+3  1.80e+3 │ 1.68e+3  1.70e+3  ...  1.78e+3  1.80e+3 │ 1.69e+3  1.71e+3  ...  1.79e+3  1.81e+3 │ 1.69e+3  1.71e+3  ...  1.79e+3  1.81e+3 ││
+    ││axis 3│ 8.40e+2  8.60e+2  ...  9.40e+2  9.60e+2 │ 8.48e+2  8.64e+2  ...  9.44e+2  9.68e+2 │ 8.52e+2  8.72e+2  ...  9.52e+2  9.72e+2 │ 8.56e+2  8.76e+2  ...  9.56e+2  9.76e+2 ││
+    ││      │ 1.68e+3  1.70e+3  ...  1.78e+3  1.80e+3 │ 1.68e+3  1.70e+3  ...  1.78e+3  1.80e+3 │ 1.68e+3  1.71e+3  ...  1.79e+3  1.80e+3 │ 1.69e+3  1.71e+3  ...  1.79e+3  1.81e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││1 @ 2 │ 1.41e+2  1.61e+2  ...  2.41e+2  2.61e+2 │ 1.46e+2  1.66e+2  ...  2.46e+2  2.66e+2 │ 1.51e+2  1.71e+2  ...  2.51e+2  2.71e+2 │ 1.56e+2  1.76e+2  ...  2.56e+2  2.76e+2 ││
-    ││axis 3│ 9.81e+2  1.00e+3  ...  1.08e+3  1.10e+3 │ 9.86e+2  1.00e+3  ...  1.08e+3  1.10e+3 │ 9.91e+2  1.01e+3  ...  1.09e+3  1.11e+3 │ 9.96e+2  1.01e+3  ...  1.09e+3  1.11e+3 ││
-    ││      │ 1.82e+3  1.84e+3  ...  1.92e+3  1.94e+3 │ 1.82e+3  1.84e+3  ...  1.92e+3  1.94e+3 │ 1.83e+3  1.85e+3  ...  1.93e+3  1.95e+3 │ 1.83e+3  1.85e+3  ...  1.93e+3  1.95e+3 ││
+    ││1 @ 2 │ 1.41e+2  1.61e+2  ...  2.41e+2  2.60e+2 │ 1.46e+2  1.66e+2  ...  2.46e+2  2.66e+2 │ 1.51e+2  1.71e+2  ...  2.51e+2  2.72e+2 │ 1.56e+2  1.76e+2  ...  2.56e+2  2.76e+2 ││
+    ││axis 3│ 9.80e+2  1.00e+3  ...  1.08e+3  1.10e+3 │ 9.84e+2  1.00e+3  ...  1.08e+3  1.10e+3 │ 9.92e+2  1.01e+3  ...  1.08e+3  1.11e+3 │ 9.96e+2  1.01e+3  ...  1.09e+3  1.12e+3 ││
+    ││      │ 1.82e+3  1.84e+3  ...  1.92e+3  1.94e+3 │ 1.82e+3  1.84e+3  ...  1.92e+3  1.94e+3 │ 1.83e+3  1.84e+3  ...  1.92e+3  1.95e+3 │ 1.84e+3  1.85e+3  ...  1.93e+3  1.95e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││~~~~~ │ ...                                     │ ...                                     │ ...                                     │ ...                                     ││
││axis 3│                                         │                                         │                                         │                                         ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││4 @ 2 │ 5.61e+2  5.81e+2  ...  6.61e+2  6.81e+2 │ 5.66e+2  5.86e+2  ...  6.66e+2  6.86e+2 │ 5.71e+2  5.91e+2  ...  6.71e+2  6.91e+2 │ 5.76e+2  5.96e+2  ...  6.76e+2  6.96e+2 ││
-    ││axis 3│ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.41e+3  1.43e+3  ...  1.51e+3  1.53e+3 │ 1.41e+3  1.43e+3  ...  1.51e+3  1.53e+3 ││
-    ││      │ 2.24e+3  2.26e+3  ...  2.34e+3  2.36e+3 │ 2.24e+3  2.26e+3  ...  2.34e+3  2.36e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.37e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.37e+3 ││
+    ││4 @ 2 │ 5.60e+2  5.80e+2  ...  6.60e+2  6.80e+2 │ 5.68e+2  5.84e+2  ...  6.64e+2  6.88e+2 │ 5.72e+2  5.92e+2  ...  6.72e+2  6.92e+2 │ 5.76e+2  5.96e+2  ...  6.76e+2  6.96e+2 ││
+    ││axis 3│ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.40e+3  1.43e+3  ...  1.51e+3  1.52e+3 │ 1.41e+3  1.44e+3  ...  1.52e+3  1.53e+3 ││
+    ││      │ 2.24e+3  2.25e+3  ...  2.33e+3  2.36e+3 │ 2.24e+3  2.27e+3  ...  2.35e+3  2.36e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.36e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.36e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││5 @ 2 │ 7.01e+2  7.21e+2  ...  8.01e+2  8.21e+2 │ 7.06e+2  7.26e+2  ...  8.06e+2  8.26e+2 │ 7.11e+2  7.31e+2  ...  8.11e+2  8.31e+2 │ 7.16e+2  7.36e+2  ...  8.16e+2  8.36e+2 ││
-    ││axis 3│ 1.54e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.54e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.55e+3  1.57e+3  ...  1.65e+3  1.67e+3 │ 1.55e+3  1.57e+3  ...  1.65e+3  1.67e+3 ││
-    ││      │ 2.38e+3  2.40e+3  ...  2.48e+3  2.50e+3 │ 2.38e+3  2.40e+3  ...  2.48e+3  2.50e+3 │ 2.39e+3  2.41e+3  ...  2.49e+3  2.51e+3 │ 2.39e+3  2.41e+3  ...  2.49e+3  2.51e+3 ││
+    ││5 @ 2 │ 7.00e+2  7.20e+2  ...  8.00e+2  8.20e+2 │ 7.04e+2  7.28e+2  ...  8.08e+2  8.24e+2 │ 7.12e+2  7.32e+2  ...  8.12e+2  8.32e+2 │ 7.16e+2  7.36e+2  ...  8.16e+2  8.36e+2 ││
+    ││axis 3│ 1.54e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.54e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.55e+3  1.56e+3  ...  1.64e+3  1.67e+3 │ 1.55e+3  1.57e+3  ...  1.65e+3  1.68e+3 ││
+    ││      │ 2.38e+3  2.40e+3  ...  2.48e+3  2.49e+3 │ 2.38e+3  2.40e+3  ...  2.48e+3  2.51e+3 │ 2.38e+3  2.41e+3  ...  2.49e+3  2.51e+3 │ 2.40e+3  2.41e+3  ...  2.49e+3  2.51e+3 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
@@ -929,23 +929,23 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" =
││      │axis 5                                   │axis 5                                   │axis 5                                   │axis 5                                   ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││0 @ 2 │ 2.00     2.20e+1  ...  1.02e+2  1.22e+2 │ 7.00     2.70e+1  ...  1.07e+2  1.27e+2 │ 1.20e+1  3.20e+1  ...  1.12e+2  1.32e+2 │ 1.70e+1  3.70e+1  ...  1.17e+2  1.37e+2 ││
-    ││axis 3│ 8.42e+2  8.62e+2  ...  9.42e+2  9.62e+2 │ 8.47e+2  8.67e+2  ...  9.47e+2  9.67e+2 │ 8.52e+2  8.72e+2  ...  9.52e+2  9.72e+2 │ 8.57e+2  8.77e+2  ...  9.57e+2  9.77e+2 ││
-    ││      │ 1.68e+3  1.70e+3  ...  1.78e+3  1.80e+3 │ 1.68e+3  1.70e+3  ...  1.78e+3  1.80e+3 │ 1.69e+3  1.71e+3  ...  1.79e+3  1.81e+3 │ 1.69e+3  1.71e+3  ...  1.79e+3  1.81e+3 ││
+    ││axis 3│ 8.40e+2  8.64e+2  ...  9.44e+2  9.60e+2 │ 8.48e+2  8.68e+2  ...  9.48e+2  9.68e+2 │ 8.52e+2  8.72e+2  ...  9.52e+2  9.72e+2 │ 8.56e+2  8.76e+2  ...  9.56e+2  9.76e+2 ││
+    ││      │ 1.68e+3  1.70e+3  ...  1.78e+3  1.80e+3 │ 1.68e+3  1.70e+3  ...  1.78e+3  1.80e+3 │ 1.69e+3  1.71e+3  ...  1.79e+3  1.80e+3 │ 1.69e+3  1.72e+3  ...  1.80e+3  1.81e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││1 @ 2 │ 1.42e+2  1.62e+2  ...  2.42e+2  2.62e+2 │ 1.47e+2  1.67e+2  ...  2.47e+2  2.67e+2 │ 1.52e+2  1.72e+2  ...  2.52e+2  2.72e+2 │ 1.57e+2  1.77e+2  ...  2.57e+2  2.77e+2 ││
-    ││axis 3│ 9.82e+2  1.00e+3  ...  1.08e+3  1.10e+3 │ 9.87e+2  1.00e+3  ...  1.08e+3  1.10e+3 │ 9.92e+2  1.01e+3  ...  1.09e+3  1.11e+3 │ 9.97e+2  1.01e+3  ...  1.09e+3  1.11e+3 ││
-    ││      │ 1.82e+3  1.84e+3  ...  1.92e+3  1.94e+3 │ 1.82e+3  1.84e+3  ...  1.92e+3  1.94e+3 │ 1.83e+3  1.85e+3  ...  1.93e+3  1.95e+3 │ 1.83e+3  1.85e+3  ...  1.93e+3  1.95e+3 ││
+    ││1 @ 2 │ 1.42e+2  1.62e+2  ...  2.42e+2  2.62e+2 │ 1.47e+2  1.67e+2  ...  2.47e+2  2.68e+2 │ 1.52e+2  1.72e+2  ...  2.52e+2  2.72e+2 │ 1.57e+2  1.77e+2  ...  2.56e+2  2.76e+2 ││
+    ││axis 3│ 9.84e+2  1.00e+3  ...  1.08e+3  1.10e+3 │ 9.88e+2  1.00e+3  ...  1.08e+3  1.10e+3 │ 9.92e+2  1.01e+3  ...  1.08e+3  1.11e+3 │ 9.96e+2  1.01e+3  ...  1.09e+3  1.12e+3 ││
+    ││      │ 1.82e+3  1.84e+3  ...  1.92e+3  1.94e+3 │ 1.82e+3  1.84e+3  ...  1.92e+3  1.94e+3 │ 1.83e+3  1.85e+3  ...  1.93e+3  1.95e+3 │ 1.84e+3  1.85e+3  ...  1.93e+3  1.96e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││~~~~~ │ ...                                     │ ...                                     │ ...                                     │ ...                                     ││
││axis 3│                                         │                                         │                                         │                                         ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││4 @ 2 │ 5.62e+2  5.82e+2  ...  6.62e+2  6.82e+2 │ 5.67e+2  5.87e+2  ...  6.67e+2  6.87e+2 │ 5.72e+2  5.92e+2  ...  6.72e+2  6.92e+2 │ 5.77e+2  5.97e+2  ...  6.77e+2  6.97e+2 ││
-    ││axis 3│ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.41e+3  1.43e+3  ...  1.51e+3  1.53e+3 │ 1.41e+3  1.43e+3  ...  1.51e+3  1.53e+3 ││
-    ││      │ 2.24e+3  2.26e+3  ...  2.34e+3  2.36e+3 │ 2.24e+3  2.26e+3  ...  2.34e+3  2.36e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.37e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.37e+3 ││
+    ││4 @ 2 │ 5.60e+2  5.84e+2  ...  6.64e+2  6.80e+2 │ 5.68e+2  5.88e+2  ...  6.68e+2  6.88e+2 │ 5.72e+2  5.92e+2  ...  6.72e+2  6.92e+2 │ 5.76e+2  5.96e+2  ...  6.76e+2  6.96e+2 ││
+    ││axis 3│ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.40e+3  1.43e+3  ...  1.51e+3  1.53e+3 │ 1.41e+3  1.44e+3  ...  1.52e+3  1.53e+3 ││
+    ││      │ 2.24e+3  2.25e+3  ...  2.33e+3  2.36e+3 │ 2.24e+3  2.27e+3  ...  2.35e+3  2.36e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.36e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.38e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││5 @ 2 │ 7.02e+2  7.22e+2  ...  8.02e+2  8.22e+2 │ 7.07e+2  7.27e+2  ...  8.07e+2  8.27e+2 │ 7.12e+2  7.32e+2  ...  8.12e+2  8.32e+2 │ 7.17e+2  7.37e+2  ...  8.17e+2  8.37e+2 ││
-    ││axis 3│ 1.54e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.54e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.55e+3  1.57e+3  ...  1.65e+3  1.67e+3 │ 1.55e+3  1.57e+3  ...  1.65e+3  1.67e+3 ││
-    ││      │ 2.38e+3  2.40e+3  ...  2.48e+3  2.50e+3 │ 2.38e+3  2.40e+3  ...  2.48e+3  2.50e+3 │ 2.39e+3  2.41e+3  ...  2.49e+3  2.51e+3 │ 2.39e+3  2.41e+3  ...  2.49e+3  2.51e+3 ││
+    ││5 @ 2 │ 7.04e+2  7.20e+2  ...  8.00e+2  8.24e+2 │ 7.08e+2  7.28e+2  ...  8.08e+2  8.28e+2 │ 7.12e+2  7.32e+2  ...  8.12e+2  8.32e+2 │ 7.16e+2  7.36e+2  ...  8.16e+2  8.36e+2 ││
+    ││axis 3│ 1.54e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.54e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.55e+3  1.56e+3  ...  1.64e+3  1.67e+3 │ 1.56e+3  1.57e+3  ...  1.65e+3  1.68e+3 ││
+    ││      │ 2.38e+3  2.40e+3  ...  2.48e+3  2.49e+3 │ 2.38e+3  2.40e+3  ...  2.48e+3  2.51e+3 │ 2.40e+3  2.41e+3  ...  2.49e+3  2.51e+3 │ 2.40e+3  2.41e+3  ...  2.49e+3  2.51e+3 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
@@ -953,23 +953,23 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" =
││      │axis 5                                   │axis 5                                   │axis 5                                   │axis 5                                   ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││0 @ 2 │ 3.00     2.30e+1  ...  1.03e+2  1.23e+2 │ 8.00     2.80e+1  ...  1.08e+2  1.28e+2 │ 1.30e+1  3.30e+1  ...  1.13e+2  1.33e+2 │ 1.80e+1  3.80e+1  ...  1.18e+2  1.38e+2 ││
-    ││axis 3│ 8.43e+2  8.63e+2  ...  9.43e+2  9.63e+2 │ 8.48e+2  8.68e+2  ...  9.48e+2  9.68e+2 │ 8.53e+2  8.73e+2  ...  9.53e+2  9.73e+2 │ 8.58e+2  8.78e+2  ...  9.58e+2  9.78e+2 ││
-    ││      │ 1.68e+3  1.70e+3  ...  1.78e+3  1.80e+3 │ 1.68e+3  1.70e+3  ...  1.78e+3  1.80e+3 │ 1.69e+3  1.71e+3  ...  1.79e+3  1.81e+3 │ 1.69e+3  1.71e+3  ...  1.79e+3  1.81e+3 ││
+    ││axis 3│ 8.44e+2  8.64e+2  ...  9.44e+2  9.64e+2 │ 8.48e+2  8.68e+2  ...  9.48e+2  9.68e+2 │ 8.52e+2  8.72e+2  ...  9.52e+2  9.72e+2 │ 8.56e+2  8.80e+2  ...  9.60e+2  9.76e+2 ││
+    ││      │ 1.68e+3  1.70e+3  ...  1.78e+3  1.80e+3 │ 1.68e+3  1.71e+3  ...  1.79e+3  1.80e+3 │ 1.69e+3  1.71e+3  ...  1.79e+3  1.81e+3 │ 1.69e+3  1.72e+3  ...  1.80e+3  1.81e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││1 @ 2 │ 1.43e+2  1.63e+2  ...  2.43e+2  2.63e+2 │ 1.48e+2  1.68e+2  ...  2.48e+2  2.68e+2 │ 1.53e+2  1.73e+2  ...  2.53e+2  2.73e+2 │ 1.58e+2  1.78e+2  ...  2.58e+2  2.78e+2 ││
-    ││axis 3│ 9.83e+2  1.00e+3  ...  1.08e+3  1.10e+3 │ 9.88e+2  1.00e+3  ...  1.08e+3  1.10e+3 │ 9.93e+2  1.01e+3  ...  1.09e+3  1.11e+3 │ 9.98e+2  1.01e+3  ...  1.09e+3  1.11e+3 ││
-    ││      │ 1.82e+3  1.84e+3  ...  1.92e+3  1.94e+3 │ 1.82e+3  1.84e+3  ...  1.92e+3  1.94e+3 │ 1.83e+3  1.85e+3  ...  1.93e+3  1.95e+3 │ 1.83e+3  1.85e+3  ...  1.93e+3  1.95e+3 ││
+    ││1 @ 2 │ 1.43e+2  1.63e+2  ...  2.43e+2  2.64e+2 │ 1.48e+2  1.68e+2  ...  2.48e+2  2.68e+2 │ 1.53e+2  1.73e+2  ...  2.53e+2  2.72e+2 │ 1.58e+2  1.78e+2  ...  2.58e+2  2.78e+2 ││
+    ││axis 3│ 9.84e+2  1.00e+3  ...  1.08e+3  1.10e+3 │ 9.88e+2  1.00e+3  ...  1.08e+3  1.10e+3 │ 9.92e+2  1.01e+3  ...  1.09e+3  1.11e+3 │ 1.00e+3  1.01e+3  ...  1.09e+3  1.12e+3 ││
+    ││      │ 1.82e+3  1.84e+3  ...  1.92e+3  1.94e+3 │ 1.82e+3  1.84e+3  ...  1.92e+3  1.95e+3 │ 1.83e+3  1.85e+3  ...  1.93e+3  1.95e+3 │ 1.84e+3  1.85e+3  ...  1.93e+3  1.96e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││~~~~~ │ ...                                     │ ...                                     │ ...                                     │ ...                                     ││
││axis 3│                                         │                                         │                                         │                                         ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││4 @ 2 │ 5.63e+2  5.83e+2  ...  6.63e+2  6.83e+2 │ 5.68e+2  5.88e+2  ...  6.68e+2  6.88e+2 │ 5.73e+2  5.93e+2  ...  6.73e+2  6.93e+2 │ 5.78e+2  5.98e+2  ...  6.78e+2  6.98e+2 ││
-    ││axis 3│ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.41e+3  1.43e+3  ...  1.51e+3  1.53e+3 │ 1.41e+3  1.43e+3  ...  1.51e+3  1.53e+3 ││
-    ││      │ 2.24e+3  2.26e+3  ...  2.34e+3  2.36e+3 │ 2.24e+3  2.26e+3  ...  2.34e+3  2.36e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.37e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.37e+3 ││
+    ││4 @ 2 │ 5.64e+2  5.84e+2  ...  6.64e+2  6.84e+2 │ 5.68e+2  5.88e+2  ...  6.68e+2  6.88e+2 │ 5.72e+2  5.92e+2  ...  6.72e+2  6.92e+2 │ 5.76e+2  6.00e+2  ...  6.80e+2  6.96e+2 ││
+    ││axis 3│ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.41e+3  1.43e+3  ...  1.51e+3  1.53e+3 │ 1.41e+3  1.44e+3  ...  1.52e+3  1.53e+3 ││
+    ││      │ 2.24e+3  2.25e+3  ...  2.33e+3  2.36e+3 │ 2.24e+3  2.27e+3  ...  2.35e+3  2.36e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.36e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.38e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││5 @ 2 │ 7.03e+2  7.23e+2  ...  8.03e+2  8.23e+2 │ 7.08e+2  7.28e+2  ...  8.08e+2  8.28e+2 │ 7.13e+2  7.33e+2  ...  8.13e+2  8.33e+2 │ 7.18e+2  7.38e+2  ...  8.18e+2  8.38e+2 ││
-    ││axis 3│ 1.54e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.54e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.55e+3  1.57e+3  ...  1.65e+3  1.67e+3 │ 1.55e+3  1.57e+3  ...  1.65e+3  1.67e+3 ││
-    ││      │ 2.38e+3  2.40e+3  ...  2.48e+3  2.50e+3 │ 2.38e+3  2.40e+3  ...  2.48e+3  2.50e+3 │ 2.39e+3  2.41e+3  ...  2.49e+3  2.51e+3 │ 2.39e+3  2.41e+3  ...  2.49e+3  2.51e+3 ││
+    ││5 @ 2 │ 7.04e+2  7.24e+2  ...  8.04e+2  8.24e+2 │ 7.08e+2  7.28e+2  ...  8.08e+2  8.28e+2 │ 7.12e+2  7.32e+2  ...  8.12e+2  8.32e+2 │ 7.20e+2  7.36e+2  ...  8.16e+2  8.40e+2 ││
+    ││axis 3│ 1.54e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.55e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.55e+3  1.57e+3  ...  1.65e+3  1.67e+3 │ 1.56e+3  1.57e+3  ...  1.65e+3  1.68e+3 ││
+    ││      │ 2.38e+3  2.40e+3  ...  2.48e+3  2.49e+3 │ 2.38e+3  2.40e+3  ...  2.49e+3  2.51e+3 │ 2.40e+3  2.41e+3  ...  2.49e+3  2.51e+3 │ 2.40e+3  2.41e+3  ...  2.49e+3  2.51e+3 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
@@ -977,23 +977,23 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" =
││      │axis 5                                   │axis 5                                   │axis 5                                   │axis 5                                   ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││0 @ 2 │ 4.00     2.40e+1  ...  1.04e+2  1.24e+2 │ 9.00     2.90e+1  ...  1.09e+2  1.29e+2 │ 1.40e+1  3.40e+1  ...  1.14e+2  1.34e+2 │ 1.90e+1  3.90e+1  ...  1.19e+2  1.39e+2 ││
-    ││axis 3│ 8.44e+2  8.64e+2  ...  9.44e+2  9.64e+2 │ 8.49e+2  8.69e+2  ...  9.49e+2  9.69e+2 │ 8.54e+2  8.74e+2  ...  9.54e+2  9.74e+2 │ 8.59e+2  8.79e+2  ...  9.59e+2  9.79e+2 ││
-    ││      │ 1.68e+3  1.70e+3  ...  1.78e+3  1.80e+3 │ 1.68e+3  1.70e+3  ...  1.78e+3  1.80e+3 │ 1.69e+3  1.71e+3  ...  1.79e+3  1.81e+3 │ 1.69e+3  1.71e+3  ...  1.79e+3  1.81e+3 ││
+    ││axis 3│ 8.44e+2  8.64e+2  ...  9.44e+2  9.64e+2 │ 8.48e+2  8.68e+2  ...  9.48e+2  9.68e+2 │ 8.56e+2  8.72e+2  ...  9.52e+2  9.76e+2 │ 8.60e+2  8.80e+2  ...  9.60e+2  9.80e+2 ││
+    ││      │ 1.68e+3  1.70e+3  ...  1.78e+3  1.80e+3 │ 1.68e+3  1.71e+3  ...  1.79e+3  1.80e+3 │ 1.69e+3  1.71e+3  ...  1.79e+3  1.81e+3 │ 1.69e+3  1.72e+3  ...  1.80e+3  1.81e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││1 @ 2 │ 1.44e+2  1.64e+2  ...  2.44e+2  2.64e+2 │ 1.49e+2  1.69e+2  ...  2.49e+2  2.69e+2 │ 1.54e+2  1.74e+2  ...  2.54e+2  2.74e+2 │ 1.59e+2  1.79e+2  ...  2.59e+2  2.79e+2 ││
-    ││axis 3│ 9.84e+2  1.00e+3  ...  1.08e+3  1.10e+3 │ 9.89e+2  1.00e+3  ...  1.08e+3  1.10e+3 │ 9.94e+2  1.01e+3  ...  1.09e+3  1.11e+3 │ 9.99e+2  1.01e+3  ...  1.09e+3  1.11e+3 ││
-    ││      │ 1.82e+3  1.84e+3  ...  1.92e+3  1.94e+3 │ 1.82e+3  1.84e+3  ...  1.92e+3  1.94e+3 │ 1.83e+3  1.85e+3  ...  1.93e+3  1.95e+3 │ 1.83e+3  1.85e+3  ...  1.93e+3  1.95e+3 ││
+    ││1 @ 2 │ 1.44e+2  1.64e+2  ...  2.44e+2  2.64e+2 │ 1.49e+2  1.69e+2  ...  2.49e+2  2.68e+2 │ 1.54e+2  1.74e+2  ...  2.54e+2  2.74e+2 │ 1.59e+2  1.79e+2  ...  2.60e+2  2.80e+2 ││
+    ││axis 3│ 9.84e+2  1.00e+3  ...  1.08e+3  1.10e+3 │ 9.88e+2  1.00e+3  ...  1.08e+3  1.11e+3 │ 9.92e+2  1.01e+3  ...  1.09e+3  1.11e+3 │ 1.00e+3  1.02e+3  ...  1.09e+3  1.12e+3 ││
+    ││      │ 1.82e+3  1.84e+3  ...  1.92e+3  1.94e+3 │ 1.83e+3  1.84e+3  ...  1.92e+3  1.95e+3 │ 1.83e+3  1.85e+3  ...  1.93e+3  1.95e+3 │ 1.84e+3  1.85e+3  ...  1.93e+3  1.96e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││~~~~~ │ ...                                     │ ...                                     │ ...                                     │ ...                                     ││
││axis 3│                                         │                                         │                                         │                                         ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││4 @ 2 │ 5.64e+2  5.84e+2  ...  6.64e+2  6.84e+2 │ 5.69e+2  5.89e+2  ...  6.69e+2  6.89e+2 │ 5.74e+2  5.94e+2  ...  6.74e+2  6.94e+2 │ 5.79e+2  5.99e+2  ...  6.79e+2  6.99e+2 ││
-    ││axis 3│ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.41e+3  1.43e+3  ...  1.51e+3  1.53e+3 │ 1.41e+3  1.43e+3  ...  1.51e+3  1.53e+3 ││
-    ││      │ 2.24e+3  2.26e+3  ...  2.34e+3  2.36e+3 │ 2.24e+3  2.26e+3  ...  2.34e+3  2.36e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.37e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.37e+3 ││
+    ││4 @ 2 │ 5.64e+2  5.84e+2  ...  6.64e+2  6.84e+2 │ 5.68e+2  5.88e+2  ...  6.68e+2  6.88e+2 │ 5.76e+2  5.92e+2  ...  6.72e+2  6.96e+2 │ 5.80e+2  6.00e+2  ...  6.80e+2  7.00e+2 ││
+    ││axis 3│ 1.40e+3  1.42e+3  ...  1.50e+3  1.52e+3 │ 1.40e+3  1.43e+3  ...  1.51e+3  1.52e+3 │ 1.41e+3  1.43e+3  ...  1.51e+3  1.53e+3 │ 1.41e+3  1.44e+3  ...  1.52e+3  1.53e+3 ││
+    ││      │ 2.24e+3  2.27e+3  ...  2.33e+3  2.36e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.36e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.36e+3 │ 2.25e+3  2.27e+3  ...  2.35e+3  2.38e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││5 @ 2 │ 7.04e+2  7.24e+2  ...  8.04e+2  8.24e+2 │ 7.09e+2  7.29e+2  ...  8.09e+2  8.29e+2 │ 7.14e+2  7.34e+2  ...  8.14e+2  8.34e+2 │ 7.19e+2  7.39e+2  ...  8.19e+2  8.39e+2 ││
-    ││axis 3│ 1.54e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.54e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.55e+3  1.57e+3  ...  1.65e+3  1.67e+3 │ 1.55e+3  1.57e+3  ...  1.65e+3  1.67e+3 ││
-    ││      │ 2.38e+3  2.40e+3  ...  2.48e+3  2.50e+3 │ 2.38e+3  2.40e+3  ...  2.48e+3  2.50e+3 │ 2.39e+3  2.41e+3  ...  2.49e+3  2.51e+3 │ 2.39e+3  2.41e+3  ...  2.49e+3  2.51e+3 ││
+    ││5 @ 2 │ 7.04e+2  7.24e+2  ...  8.04e+2  8.24e+2 │ 7.08e+2  7.28e+2  ...  8.08e+2  8.28e+2 │ 7.12e+2  7.36e+2  ...  8.16e+2  8.32e+2 │ 7.20e+2  7.40e+2  ...  8.20e+2  8.40e+2 ││
+    ││axis 3│ 1.54e+3  1.56e+3  ...  1.64e+3  1.66e+3 │ 1.55e+3  1.56e+3  ...  1.64e+3  1.67e+3 │ 1.55e+3  1.57e+3  ...  1.65e+3  1.67e+3 │ 1.56e+3  1.57e+3  ...  1.65e+3  1.68e+3 ││
+    ││      │ 2.38e+3  2.40e+3  ...  2.48e+3  2.49e+3 │ 2.38e+3  2.41e+3  ...  2.49e+3  2.51e+3 │ 2.40e+3  2.41e+3  ...  2.49e+3  2.51e+3 │ 2.40e+3  2.41e+3  ...  2.49e+3  2.51e+3 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
└────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
@@ -1009,9 +1009,9 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" =
││      │0 @ 0                                    │1 @ 0                                    │2 @ 0                                    │3 @ 0                                    │4 @ 0                                    ││
││      │axis 2                                   │axis 2                                   │axis 2                                   │axis 2                                   │axis 2                                   ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
-    ││axis 1│ 7.76e+4  7.86e+4  ...  8.24e+4  8.34e+4 │ 7.76e+4  7.86e+4  ...  8.24e+4  8.34e+4 │ 7.77e+4  7.86e+4  ...  8.25e+4  8.34e+4 │ 7.77e+4  7.87e+4  ...  8.25e+4  8.35e+4 │ 7.78e+4  7.87e+4  ...  8.26e+4  8.35e+4 ││
-    ││      │ 1.17e+5  1.18e+5  ...  1.22e+5  1.23e+5 │ 1.18e+5  1.18e+5  ...  1.22e+5  1.23e+5 │ 1.18e+5  1.19e+5  ...  1.22e+5  1.23e+5 │ 1.18e+5  1.19e+5  ...  1.22e+5  1.23e+5 │ 1.18e+5  1.19e+5  ...  1.22e+5  1.23e+5 ││
-    ││      │ 1.58e+5  1.59e+5  ...  1.63e+5  1.64e+5 │ 1.58e+5  1.59e+5  ...  1.63e+5  1.64e+5 │ 1.58e+5  1.59e+5  ...  1.63e+5  1.64e+5 │ 1.58e+5  1.59e+5  ...  1.63e+5  1.64e+5 │ 1.58e+5  1.59e+5  ...  1.63e+5  1.64e+5 ││
+    ││axis 1│ 7.73e+4  7.83e+4  ...  8.08e+4  8.34e+4 │ 7.73e+4  7.83e+4  ...  8.08e+4  8.34e+4 │ 7.73e+4  7.83e+4  ...  8.14e+4  8.34e+4 │ 7.78e+4  7.83e+4  ...  8.24e+4  8.34e+4 │ 7.78e+4  7.83e+4  ...  8.24e+4  8.39e+4 ││
+    ││      │ 1.18e+5  1.18e+5  ...  1.23e+5  1.24e+5 │ 1.18e+5  1.18e+5  ...  1.23e+5  1.24e+5 │ 1.18e+5  1.18e+5  ...  1.23e+5  1.24e+5 │ 1.18e+5  1.18e+5  ...  1.23e+5  1.24e+5 │ 1.18e+5  1.18e+5  ...  1.23e+5  1.24e+5 ││
+    ││      │ 1.58e+5  1.59e+5  ...  1.64e+5  1.64e+5 │ 1.58e+5  1.60e+5  ...  1.64e+5  1.64e+5 │ 1.58e+5  1.60e+5  ...  1.64e+5  1.64e+5 │ 1.58e+5  1.60e+5  ...  1.64e+5  1.64e+5 │ 1.58e+5  1.60e+5  ...  1.64e+5  1.64e+5 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
└──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
@@ -1692,9 +1692,9 @@ let%expect_test "einsum with a leftmost input axis preserved as output axis" =
││      │axis 2            │axis 2            │axis 2            ││
│├──────┼──────────────────┼──────────────────┼──────────────────┤│
││axis 1│ 1.20e+1  4.80e+1 │ 9.00e+2  1.00e+3 │ 2.94e+3  3.12e+3 ││
-    ││      │ 1.05e+2  1.50e+2 │ 1.20e+3  1.32e+3 │ 3.46e+3  3.65e+3 ││
-    ││      │ 2.34e+2  2.88e+2 │ 1.55e+3  1.68e+3 │ 4.02e+3  4.22e+3 ││
-    ││      │ 3.99e+2  4.62e+2 │ 1.93e+3  2.07e+3 │ 4.62e+3  4.83e+3 ││
+    ││      │ 1.05e+2  1.50e+2 │ 1.20e+3  1.32e+3 │ 3.45e+3  3.64e+3 ││
+    ││      │ 2.34e+2  2.88e+2 │ 1.55e+3  1.68e+3 │ 4.01e+3  4.22e+3 ││
+    ││      │ 4.00e+2  4.60e+2 │ 1.93e+3  2.08e+3 │ 4.60e+3  4.83e+3 ││
│└──────┴──────────────────┴──────────────────┴──────────────────┘│
└─────────────────────────────────────────────────────────────────┘
|}]
(cd _build/default/test && ./moons_demo_parallel_run.exe)


Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
("Set log_level to" 1)
└─{orphaned from #2}
Retrieving commandline, environment, or config file variable ocannl_backend
Found multicore_cc, in the config file
Properties of devices:
(multicore_devices
(device ((device_name CPU) (device_ordinal 0) (num_domains 128))))
@!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_ll_ident_style
Not found, using default heuristic
Retrieving commandline, environment, or config file variable ocannl_cc_backend_optimization_level
Not found, using default 3
Retrieving commandline, environment, or config file variable ocannl_cc_backend_compiler_command
Not found, using default gcc
Retrieving commandline, environment, or config file variable ocannl_never_capture_stdout
Not found, using default false
Batch=59, step=60, lr=0.199750, batch loss=23.500000, epoch loss=23.500000
Batch=119, step=120, lr=0.199500, batch loss=8.750000, epoch loss=32.250000
Batch=179, step=180, lr=0.199250, batch loss=2.515625, epoch loss=34.765625
Batch=239, step=240, lr=0.199000, batch loss=0.839844, epoch loss=35.605469
Batch=299, step=300, lr=0.198750, batch loss=1.453125, epoch loss=37.058594
Batch=359, step=360, lr=0.198750, batch loss=1.304688, epoch loss=38.363281
Batch=419, step=420, lr=0.198250, batch loss=0.628906, epoch loss=38.992188
Batch=479, step=480, lr=0.198000, batch loss=0.835938, epoch loss=39.828125
Batch=539, step=540, lr=0.198000, batch loss=0.667969, epoch loss=40.496094
Batch=599, step=600, lr=0.197750, batch loss=1.070312, epoch loss=41.566406
Batch=659, step=660, lr=0.197250, batch loss=0.486328, epoch loss=42.052734
Batch=719, step=720, lr=0.197250, batch loss=0.412109, epoch loss=42.464844
Batch=779, step=780, lr=0.196750, batch loss=0.468750, epoch loss=42.933594
Batch=839, step=840, lr=0.196750, batch loss=0.447266, epoch loss=43.380859
Batch=899, step=900, lr=0.196250, batch loss=0.382812, epoch loss=43.763672
Batch=959, step=960, lr=0.196000, batch loss=0.239258, epoch loss=44.002930
Batch=1019, step=1020, lr=0.196000, batch loss=0.443359, epoch loss=44.446289
Batch=1079, step=1080, lr=0.195750, batch loss=0.251953, epoch loss=44.698242
Batch=1139, step=1140, lr=0.195250, batch loss=0.339844, epoch loss=45.038086
Batch=1199, step=1200, lr=0.195000, batch loss=0.259766, epoch loss=45.297852
Epoch=0, step=1200, lr=0.195000, epoch loss=45.297852
Batch=59, step=1260, lr=0.195000, batch loss=0.261719, epoch loss=0.261719
Batch=119, step=1320, lr=0.194500, batch loss=0.205078, epoch loss=0.466797
Batch=179, step=1380, lr=0.194250, batch loss=0.243164, epoch loss=0.709961
Batch=239, step=1440, lr=0.194250, batch loss=0.347656, epoch loss=1.057617
Batch=299, step=1500, lr=0.193750, batch loss=0.240234, epoch loss=1.297852
Batch=359, step=1560, lr=0.193750, batch loss=0.312500, epoch loss=1.610352
Batch=419, step=1620, lr=0.193500, batch loss=0.306641, epoch loss=1.916992
Batch=479, step=1680, lr=0.193000, batch loss=0.275391, epoch loss=2.192383
Batch=539, step=1740, lr=0.193000, batch loss=0.213867, epoch loss=2.406250
Batch=599, step=1800, lr=0.192750, batch loss=0.255859, epoch loss=2.662109
Batch=659, step=1860, lr=0.192500, batch loss=0.378906, epoch loss=3.041016
Batch=719, step=1920, lr=0.192000, batch loss=0.359375, epoch loss=3.400391
Batch=779, step=1980, lr=0.191750, batch loss=0.382812, epoch loss=3.783203
Batch=839, step=2040, lr=0.191750, batch loss=0.347656, epoch loss=4.130859
Batch=899, step=2100, lr=0.191500, batch loss=0.316406, epoch loss=4.447266
Batch=959, step=2160, lr=0.191000, batch loss=0.238281, epoch loss=4.685547
Batch=1019, step=2220, lr=0.191000, batch loss=0.353516, epoch loss=5.039062
Batch=1079, step=2280, lr=0.190500, batch loss=0.220703, epoch loss=5.259766
Batch=1139, step=2340, lr=0.190500, batch loss=0.267578, epoch loss=5.527344
Batch=1199, step=2400, lr=0.190250, batch loss=0.212891, epoch loss=5.740234
Epoch=1, step=2400, lr=0.190250, epoch loss=5.740234
Batch=59, step=2460, lr=0.189750, batch loss=0.230469, epoch loss=0.230469
Batch=119, step=2520, lr=0.189750, batch loss=0.196289, epoch loss=0.426758
Batch=179, step=2580, lr=0.189500, batch loss=0.221680, epoch loss=0.648438
Batch=239, step=2640, lr=0.189000, batch loss=0.330078, epoch loss=0.978516
Batch=299, step=2700, lr=0.188750, batch loss=0.205078, epoch loss=1.183594
Batch=359, step=2760, lr=0.188750, batch loss=0.289062, epoch loss=1.472656
Batch=419, step=2820, lr=0.188500, batch loss=0.285156, epoch loss=1.757812
Batch=479, step=2880, lr=0.188250, batch loss=0.259766, epoch loss=2.017578
Batch=539, step=2940, lr=0.187750, batch loss=0.198242, epoch loss=2.215820
Batch=599, step=3000, lr=0.187750, batch loss=0.248047, epoch loss=2.463867
Batch=659, step=3060, lr=0.187500, batch loss=0.343750, epoch loss=2.807617
Batch=719, step=3120, lr=0.187000, batch loss=0.343750, epoch loss=3.151367
Batch=779, step=3180, lr=0.186750, batch loss=0.365234, epoch loss=3.516602
Batch=839, step=3240, lr=0.186500, batch loss=0.324219, epoch loss=3.840820
Batch=899, step=3300, lr=0.186250, batch loss=0.279297, epoch loss=4.120117
Batch=959, step=3360, lr=0.186000, batch loss=0.213867, epoch loss=4.333984
Batch=1019, step=3420, lr=0.186000, batch loss=0.324219, epoch loss=4.658203
Batch=1079, step=3480, lr=0.185500, batch loss=0.190430, epoch loss=4.848633
Batch=1139, step=3540, lr=0.185250, batch loss=0.227539, epoch loss=5.076172
Batch=1199, step=3600, lr=0.185000, batch loss=0.201172, epoch loss=5.277344
Epoch=2, step=3600, lr=0.185000, epoch loss=5.277344
Batch=59, step=3660, lr=0.185000, batch loss=0.239258, epoch loss=0.239258
Batch=119, step=3720, lr=0.184750, batch loss=0.202148, epoch loss=0.441406
Batch=179, step=3780, lr=0.184250, batch loss=0.212891, epoch loss=0.654297
Batch=239, step=3840, lr=0.184250, batch loss=0.316406, epoch loss=0.970703
Batch=299, step=3900, lr=0.183750, batch loss=0.200195, epoch loss=1.170898
Batch=359, step=3960, lr=0.183500, batch loss=0.283203, epoch loss=1.454102
Batch=419, step=4020, lr=0.183250, batch loss=0.269531, epoch loss=1.723633
Batch=479, step=4080, lr=0.183250, batch loss=0.245117, epoch loss=1.968750
Batch=539, step=4140, lr=0.183000, batch loss=0.195312, epoch loss=2.164062
Batch=599, step=4200, lr=0.182500, batch loss=0.235352, epoch loss=2.399414
Batch=659, step=4260, lr=0.182500, batch loss=0.333984, epoch loss=2.733398
Batch=719, step=4320, lr=0.182250, batch loss=0.341797, epoch loss=3.075195
Batch=779, step=4380, lr=0.182000, batch loss=0.351562, epoch loss=3.426758
Batch=839, step=4440, lr=0.181750, batch loss=0.318359, epoch loss=3.745117
Batch=899, step=4500, lr=0.181500, batch loss=0.287109, epoch loss=4.032227
Batch=959, step=4560, lr=0.181250, batch loss=0.255859, epoch loss=4.288086
Batch=1019, step=4620, lr=0.181000, batch loss=0.371094, epoch loss=4.659180
Batch=1079, step=4680, lr=0.180750, batch loss=0.213867, epoch loss=4.873047
Batch=1139, step=4740, lr=0.180500, batch loss=0.251953, epoch loss=5.125000
Batch=1199, step=4800, lr=0.180250, batch loss=0.191406, epoch loss=5.316406
Epoch=3, step=4800, lr=0.180250, epoch loss=5.316406
Batch=59, step=4860, lr=0.179750, batch loss=0.228516, epoch loss=0.228516
Batch=119, step=4920, lr=0.179500, batch loss=0.191406, epoch loss=0.419922
Batch=179, step=4980, lr=0.179500, batch loss=0.207031, epoch loss=0.626953
Batch=239, step=5040, lr=0.179250, batch loss=0.312500, epoch loss=0.939453
Batch=299, step=5100, lr=0.178750, batch loss=0.204102, epoch loss=1.143555
Batch=359, step=5160, lr=0.178500, batch loss=0.269531, epoch loss=1.413086
Batch=419, step=5220, lr=0.178250, batch loss=0.265625, epoch loss=1.678711
Batch=479, step=5280, lr=0.178250, batch loss=0.242188, epoch loss=1.920898
Batch=539, step=5340, lr=0.177750, batch loss=0.189453, epoch loss=2.110352
Batch=599, step=5400, lr=0.177500, batch loss=0.231445, epoch loss=2.341797
Batch=659, step=5460, lr=0.177500, batch loss=0.324219, epoch loss=2.666016
Batch=719, step=5520, lr=0.177000, batch loss=0.326172, epoch loss=2.992188
Batch=779, step=5580, lr=0.176750, batch loss=0.339844, epoch loss=3.332031
Batch=839, step=5640, lr=0.176750, batch loss=0.308594, epoch loss=3.640625
Batch=899, step=5700, lr=0.176500, batch loss=0.273438, epoch loss=3.914062
Batch=959, step=5760, lr=0.176250, batch loss=0.213867, epoch loss=4.127930
Batch=1019, step=5820, lr=0.175750, batch loss=0.337891, epoch loss=4.465820
Batch=1079, step=5880, lr=0.175750, batch loss=0.199219, epoch loss=4.665039
Batch=1139, step=5940, lr=0.175500, batch loss=0.231445, epoch loss=4.896484
Batch=1199, step=6000, lr=0.175250, batch loss=0.185547, epoch loss=5.082031
Epoch=4, step=6000, lr=0.175250, epoch loss=5.082031
Batch=59, step=6060, lr=0.175000, batch loss=0.225586, epoch loss=0.225586
Batch=119, step=6120, lr=0.174750, batch loss=0.186523, epoch loss=0.412109
Batch=179, step=6180, lr=0.174500, batch loss=0.203125, epoch loss=0.615234
Batch=239, step=6240, lr=0.174000, batch loss=0.304688, epoch loss=0.919922
Batch=299, step=6300, lr=0.174000, batch loss=0.205078, epoch loss=1.125000
Batch=359, step=6360, lr=0.173750, batch loss=0.269531, epoch loss=1.394531
Batch=419, step=6420, lr=0.173500, batch loss=0.267578, epoch loss=1.662109
Batch=479, step=6480, lr=0.173000, batch loss=0.245117, epoch loss=1.907227
Batch=539, step=6540, lr=0.173000, batch loss=0.195312, epoch loss=2.102539
Batch=599, step=6600, lr=0.172750, batch loss=0.237305, epoch loss=2.339844
Batch=659, step=6660, lr=0.172250, batch loss=0.312500, epoch loss=2.652344
Batch=719, step=6720, lr=0.172250, batch loss=0.316406, epoch loss=2.968750
Batch=779, step=6780, lr=0.172000, batch loss=0.335938, epoch loss=3.304688
Batch=839, step=6840, lr=0.171750, batch loss=0.306641, epoch loss=3.611328
Batch=899, step=6900, lr=0.171500, batch loss=0.265625, epoch los=3.876953
Batch=959, step=6960, lr=0.171000, batch loss=0.210938, epoch loss=4.087891
Batch=1019, step=7020, lr=0.171000, batch loss=0.330078, epoch loss=4.417969
Batch=1079, step=7080, lr=0.170750, batch loss=0.185547, epoch loss=4.603516
Batch=1139, step=7140, lr=0.170500, batch loss=0.217773, epoch loss=4.821289
Batch=1199, step=7200, lr=0.170250, batch loss=0.183594, epoch loss=5.004883
Epoch=5, step=7200, lr=0.170250, epoch loss=5.004883
Batch=59, step=7260, lr=0.170000, batch loss=0.243164, epoch loss=0.243164
Batch=119, step=7320, lr=0.169500, batch loss=0.178711, epoch loss=0.421875
Batch=179, step=7380, lr=0.169500, batch loss=0.196289, epoch loss=0.618164
Batch=239, step=7440, lr=0.169000, batch loss=0.294922, epoch loss=0.913086
Batch=299, step=7500, lr=0.169000, batch loss=0.206055, epoch loss=1.119141
Batch=359, step=7560, lr=0.168750, batch loss=0.265625, epoch loss=1.384766
Batch=419, step=7620, lr=0.168250, batch loss=0.261719, epoch loss=1.646484
Batch=479, step=7680, lr=0.168250, batch loss=0.238281, epoch loss=1.884766
Batch=539, step=7740, lr=0.168000, batch loss=0.189453, epoch loss=2.074219
Batch=599, step=7800, lr=0.167750, batch loss=0.231445, epoch loss=2.305664
Batch=659, step=7860, lr=0.167500, batch loss=0.308594, epoch loss=2.614258
Batch=719, step=7920, lr=0.167000, batch loss=0.312500, epoch loss=2.926758
Batch=779, step=7980, lr=0.166750, batch loss=0.326172, epoch loss=3.252930
Batch=839, step=8040, lr=0.166500, batch loss=0.298828, epoch loss=3.551758
Batch=899, step=8100, lr=0.166500, batch loss=0.263672, epoch loss=3.815430
Batch=959, step=8160, lr=0.166000, batch loss=0.208008, epoch loss=4.023438
Batch=1019, step=8220, lr=0.165750, batch loss=0.326172, epoch loss=4.349609
Batch=1079, step=8280, lr=0.165500, batch loss=0.177734, epoch loss=4.527344
Batch=1139, step=8340, lr=0.165500, batch loss=0.211914, epoch loss=4.739258
Batch=1199, step=8400, lr=0.165250, batch loss=0.179688, epoch loss=4.918945
Epoch=6, step=8400, lr=0.165250, epoch loss=4.918945
Batch=59, step=8460, lr=0.164750, batch loss=0.232422, epoch loss=0.232422
Batch=119, step=8520, lr=0.164750, batch loss=0.175781, epoch loss=0.408203
Batch=179, step=8580, lr=0.164500, batch loss=0.190430, epoch loss=0.598633
Batch=239, step=8640, lr=0.164000, batch loss=0.279297, epoch loss=0.877930
Batch=299, step=8700, lr=0.164000, batch loss=0.183594, epoch loss=1.061523
Batch=359, step=8760, lr=0.163750, batch loss=0.250000, epoch loss=1.311523
Batch=419, step=8820, lr=0.163500, batch loss=0.242188, epoch loss=1.553711
Batch=479, step=8880, lr=0.163000, batch loss=0.219727, epoch loss=1.773438
Batch=539, step=8940, lr=0.163000, batch loss=0.177734, epoch loss=1.951172
Batch=599, step=9000, lr=0.162500, batch loss=0.215820, epoch loss=2.166992
Batch=659, step=9060, lr=0.162250, batch loss=0.300781, epoch loss=2.467773
Batch=719, step=9120, lr=0.162000, batch loss=0.296875, epoch loss=2.764648
Batch=779, step=9180, lr=0.162000, batch loss=0.312500, epoch loss=3.077148
Batch=839, step=9240, lr=0.161500, batch loss=0.287109, epoch loss=3.364258
Batch=899, step=9300, lr=0.161250, batch loss=0.251953, epoch loss=3.616211
Batch=959, step=9360, lr=0.161000, batch loss=0.201172, epoch loss=3.817383
Batch=1019, step=9420, lr=0.161000, batch loss=0.320312, epoch loss=4.137695
Batch=1079, step=9480, lr=0.160500, batch loss=0.194336, epoch loss=4.332031
Batch=1139, step=9540, lr=0.160250, batch loss=0.216797, epoch loss=4.548828
Batch=1199, step=9600, lr=0.160000, batch loss=0.169922, epoch loss=4.718750
Epoch=7, step=9600, lr=0.160000, epoch loss=4.718750
Batch=59, step=9660, lr=0.160000, batch loss=0.202148, epoch loss=0.202148
Batch=119, step=9720, lr=0.159500, batch loss=0.170898, epoch loss=0.373047
Batch=179, step=9780, lr=0.159250, batch loss=0.184570, epoch loss=0.557617
Batch=239, step=9840, lr=0.159000, batch loss=0.269531, epoch loss=0.827148
Batch=299, step=9900, lr=0.158750, batch loss=0.181641, epoch loss=1.008789
Batch=359, step=9960, lr=0.158750, batch loss=0.238281, epoch loss=1.247070
Batch=419, step=10020, lr=0.158250, batch loss=0.237305, epoch loss=1.484375
Batch=479, step=10080, lr=0.158250, batch loss=0.219727, epoch loss=1.704102
Batch=539, step=10140, lr=0.157750, batch loss=0.175781, epoch loss=1.879883
Batch=599, step=10200, lr=0.157750, batch loss=0.206055, epoch loss=2.085938
Batch=659, step=10260, lr=0.157500, batch loss=0.287109, epoch loss=2.373047
Batch=719, step=10320, lr=0.157000, batch loss=0.287109, epoch loss=2.660156
Batch=779, step=10380, lr=0.157000, batch loss=0.302734, epoch loss=2.962891
Batch=839, step=10440, lr=0.156500, batch loss=0.271484, epoch loss=3.234375
Batch=899, step=10500, lr=0.156500, batch loss=0.247070, epoch loss=3.481445
Batch=959, step=10560, lr=0.156250, batch loss=0.205078, epoch loss=3.686523
Batch=1019, step=10620, lr=0.156000, batch loss=0.291016, epoch loss=3.977539
Batch=1079, step=10680, lr=0.155750, batch loss=0.169922, epoch loss=4.147461
Batch=1139, step=10740, lr=0.155250, batch loss=0.197266, epoch loss=4.344727
Batch=1199, step=10800, lr=0.155000, batch loss=0.159180, epoch loss=4.503906
Epoch=8, step=10800, lr=0.155000, epoch loss=4.503906
Batch=59, step=10860, lr=0.154750, batch loss=0.187500, epoch loss=0.187500
Batch=119, step=10920, lr=0.154500, batch loss=0.155273, epoch loss=0.342773
Batch=179, step=10980, lr=0.154500, batch loss=0.171875, epoch loss=0.514648
Batch=239, step=11040, lr=0.154000, batch loss=0.255859, epoch loss=0.770508
Batch=299, step=11100, lr=0.154000, batch loss=0.170898, epoch loss=0.941406
Batch=359, step=11160, lr=0.153750, batch loss=0.234375, epoch loss=1.175781
Batch=419, step=11220, lr=0.153500, batch loss=0.234375, epoch loss=1.410156
Batch=479, step=11280, lr=0.153000, batch loss=0.211914, epoch loss=1.622070
Batch=539, step=11340, lr=0.153000, batch loss=0.161133, epoch loss=1.783203
Batch=599, step=11400, lr=0.152500, batch loss=0.191406, epoch loss=1.974609
Batch=659, step=11460, lr=0.152250, batch loss=0.269531, epoch loss=2.244141
Batch=719, step=11520, lr=0.152000, batch loss=0.271484, epoch loss=2.515625
Batch=779, step=11580, lr=0.152000, batch loss=0.281250, epoch loss=2.796875
Batch=839, step=11640, lr=0.151750, batch loss=0.259766, epoch loss=3.056641
Batch=899, step=11700, lr=0.151500, batch loss=0.221680, epoch loss=3.278320
Batch=959, step=11760, lr=0.151250, batch loss=0.173828, epoch loss=3.452148
Batch=1019, step=11820, lr=0.151000, batch loss=0.277344, epoch loss=3.729492
Batch=1079, step=11880, lr=0.150500, batch loss=0.161133, epoch loss=3.890625
Batch=1139, step=11940, lr=0.150500, batch loss=0.192383, epoch loss=4.083008
Batch=1199, step=12000, lr=0.150000, batch loss=0.147461, epoch loss=4.230469
Epoch=9, step=12000, lr=0.150000, epoch loss=4.230469
Batch=59, step=12060, lr=0.150000, batch loss=0.168945, epoch loss=0.168945
Batch=119, step=12120, lr=0.149500, batch loss=0.143555, epoch loss=0.312500
Batch=179, step=12180, lr=0.149250, batch loss=0.157227, epoch loss=0.469727
Batch=239, step=12240, lr=0.149000, batch loss=0.231445, epoch loss=0.701172
Batch=299, step=12300, lr=0.148750, batch loss=0.151367, epoch loss=0.852539
Batch=359, step=12360, lr=0.148500, batch loss=0.207031, epoch loss=1.059570
Batch=419, step=12420, lr=0.148500, batch loss=0.215820, epoch loss=1.275391
Batch=479, step=12480, lr=0.148250, batch loss=0.186523, epoch loss=1.461914
Batch=539, step=12540, lr=0.148000, batch loss=0.150391, epoch loss=1.612305
Batch=599, step=12600, lr=0.147500, batch loss=0.158203, epoch loss=1.770508
Batch=659, step=12660, lr=0.147250, batch loss=0.238281, epoch loss=2.008789
Batch=719, step=12720, lr=0.147000, batch loss=0.257812, epoch loss=2.266602
Batch=779, step=12780, lr=0.146750, batch loss=0.277344, epoch loss=2.543945
Batch=839, step=12840, lr=0.146500, batch loss=0.244141, epoch loss=2.788086
Batch=899, step=12900, lr=0.146250, batch loss=0.205078, epoch loss=2.993164
Batch=959, step=12960, lr=0.146000, batch loss=0.173828, epoch loss=3.166992
Batch=1019, step=13020, lr=0.145750, batch loss=0.275391, epoch loss=3.442383
Batch=1079, step=13080, lr=0.145500, batch loss=0.124512, epoch loss=3.566895
Batch=1139, step=13140, lr=0.145500, batch loss=0.156250, epoch loss=3.723145
Batch=1199, step=13200, lr=0.145000, batch loss=0.125977, epoch loss=3.849121
Epoch=10, step=13200, lr=0.145000, epoch loss=3.849121
Batch=59, step=13260, lr=0.144750, batch loss=0.152344, epoch loss=0.152344
Batch=119, step=13320, lr=0.144500, batch loss=0.127930, epoch loss=0.280273
Batch=179, step=13380, lr=0.144500, batch loss=0.134766, epoch loss=0.415039
Batch=239, step=13440, lr=0.144000, batch loss=0.196289, epoch loss=0.611328
Batch=299, step=13500, lr=0.143750, batch loss=0.124512, epoch loss=0.735840
Batch=359, step=13560, lr=0.143500, batch loss=0.175781, epoch loss=0.911621
Batch=419, step=13620, lr=0.143250, batch loss=0.193359, epoch loss=1.104980
Batch=479, step=13680, lr=0.143000, batch loss=0.152344, epoch loss=1.257324
Batch=539, step=13740, lr=0.142750, batch loss=0.129883, epoch loss=1.387207
Batch=599, step=13800, lr=0.142500, batch loss=0.130859, epoch loss=1.518066
Batch=659, step=13860, lr=0.142500, batch loss=0.193359, epoch loss=1.711426
Batch=719, step=13920, lr=0.142000, batch loss=0.191406, epoch loss=1.902832
Batch=779, step=13980, lr=0.141750, batch loss=0.216797, epoch loss=2.119629
Batch=839, step=14040, lr=0.141750, batch loss=0.204102, epoch loss=2.323730
Batch=899, step=14100, lr=0.141250, batch loss=0.183594, epoch loss=2.507324
Batch=959, step=14160, lr=0.141000, batch loss=0.152344, epoch loss=2.659668
Batch=1019, step=14220, lr=0.141000, batch loss=0.275391, epoch loss=2.935059
Batch=1079, step=14280, lr=0.140500, batch loss=0.081055, epoch loss=3.016113
Batch=1139, step=14340, lr=0.140500, batch loss=0.131836, epoch loss=3.147949
Batch=1199, step=14400, lr=0.140000, batch loss=0.099609, epoch loss=3.247559
Epoch=11, step=14400, lr=0.140000, epoch loss=3.247559
Batch=59, step=14460, lr=0.140000, batch loss=0.115234, epoch loss=0.115234
Batch=119, step=14520, lr=0.139750, batch loss=0.103516, epoch loss=0.218750
Batch=179, step=14580, lr=0.139250, batch loss=0.109375, epoch loss=0.328125
Batch=239, step=14640, lr=0.139000, batch loss=0.159180, epoch loss=0.487305
Batch=299, step=14700, lr=0.138750, batch loss=0.104004, epoch loss=0.591309
Batch=359, step=14760, lr=0.138500, batch loss=0.151367, epoch loss=0.742676
Batch=419, step=14820, lr=0.138250, batch loss=0.191406, epoch loss=0.934082
Batch=479, step=14880, lr=0.138000, batch loss=0.102539, epoch loss=1.036621
Batch=539, step=14940, lr=0.137750, batch loss=0.080566, epoch loss=1.117188
Batch=599, step=15000, lr=0.137500, batch loss=0.100586, epoch loss=1.217773
Batch=659, step=15060, lr=0.137250, batch loss=0.176758, epoch loss=1.394531
Batch=719, step=15120, lr=0.137000, batch loss=0.162109, epoch loss=1.556641
Batch=779, step=15180, lr=0.137000, batch loss=0.220703, epoch loss=1.777344
Batch=839, step=15240, lr=0.136500, batch loss=0.165039, epoch loss=1.942383
Batch=899, step=15300, lr=0.136500, batch loss=0.155273, epoch loss=2.097656
Batch=959, step=15360, lr=0.136250, batch loss=0.103027, epoch loss=2.200684
Batch=1019, step=15420, lr=0.135750, batch loss=0.181641, epoch loss=2.382324
Batch=1079, step=15480, lr=0.135500, batch loss=0.052246, epoch loss=2.434570
Batch=1139, step=15540, lr=0.135250, batch loss=0.112793, epoch loss=2.547363
Batch=1199, step=15600, lr=0.135000, batch loss=0.065918, epoch loss=2.613281
Epoch=12, step=15600, lr=0.135000, epoch loss=2.613281
Batch=59, step=15660, lr=0.135000, batch loss=0.104980, epoch loss=0.104980
Batch=119, step=15720, lr=0.134500, batch loss=0.170898, epoch loss=0.275879
Batch=179, step=15780, lr=0.134500, batch loss=0.116211, epoch loss=0.392090
Batch=239, step=15840, lr=0.134000, batch loss=0.119141, epoch loss=0.511230
Batch=299, step=15900, lr=0.134000, batch loss=0.048828, epoch loss=0.560059
Batch=359, step=15960, lr=0.133750, batch loss=0.094238, epoch loss=0.654297
Batch=419, step=16020, lr=0.133500, batch loss=0.089844, epoch loss=0.744141
Batch=479, step=16080, lr=0.133250, batch loss=0.073730, epoch loss=0.817871
Batch=539, step=16140, lr=0.133000, batch loss=0.061523, epoch loss=0.879395
Batch=599, step=16200, lr=0.132750, batch loss=0.127930, epoch loss=1.007324
Batch=659, step=16260, lr=0.132500, batch loss=0.095703, epoch loss=1.103027
Batch=719, step=16320, lr=0.132000, batch loss=0.095215, epoch loss=1.198242
Batch=779, step=16380, lr=0.132000, batch loss=0.113281, epoch loss=1.311523
Batch=839, step=16440, lr=0.131500, batch loss=0.131836, epoch loss=1.443359
Batch=899, step=16500, lr=0.131250, batch loss=0.161133, epoch loss=1.604492
Batch=959, step=16560, lr=0.131000, batch loss=0.054443, epoch loss=1.658936
Batch=1019, step=16620, lr=0.130750, batch loss=0.140625, epoch loss=1.799561
Batch=1079, step=16680, lr=0.130500, batch loss=0.022949, epoch loss=1.822510
Batch=1139, step=16740, lr=0.130500, batch loss=0.057617, epoch loss=1.880127
Batch=1199, step=16800, lr=0.130250, batch loss=0.033936, epoch loss=1.914062
Epoch=13, step=16800, lr=0.130250, epoch loss=1.914062
Batch=59, step=16860, lr=0.130000, batch loss=0.052246, epoch loss=0.052246
Batch=119, step=16920, lr=0.129750, batch loss=0.073242, epoch loss=0.125488
Batch=179, step=16980, lr=0.129250, batch loss=0.060791, epoch loss=0.186279
Batch=239, step=17040, lr=0.129000, batch loss=0.067383, epoch loss=0.253662
Batch=299, step=17100, lr=0.128750, batch loss=0.038818, epoch loss=0.292480
Batch=359, step=17160, lr=0.128500, batch loss=0.060303, epoch loss=0.352783
Batch=419, step=17220, lr=0.128500, batch loss=0.096191, epoch loss=0.448975
Batch=479, step=17280, lr=0.128000, batch loss=0.030518, epoch loss=0.479492
Batch=539, step=17340, lr=0.128000, batch loss=0.028320, epoch loss=0.507812
Batch=599, step=17400, lr=0.127750, batch loss=0.044678, epoch loss=0.552490
Batch=659, step=17460, lr=0.127250, batch loss=0.058350, epoch loss=0.610840
Batch=719, step=17520, lr=0.127000, batch loss=0.063965, epoch loss=0.674805
Batch=779, step=17580, lr=0.127000, batch loss=0.067383, epoch loss=0.742188
Batch=839, step=17640, lr=0.126500, batch loss=0.115234, epoch loss=0.857422
Batch=899, step=17700, lr=0.126250, batch loss=0.068848, epoch loss=0.926270
Batch=959, step=17760, lr=0.126000, batch loss=0.042725, epoch loss=0.968994
Batch=1019, step=17820, lr=0.125750, batch loss=0.040039, epoch loss=1.009033
Batch=1079, step=17880, lr=0.125500, batch loss=0.019409, epoch loss=1.028442
Batch=1139, step=17940, lr=0.125500, batch loss=0.048096, epoch loss=1.076538
Batch=1199, step=18000, lr=0.125250, batch loss=0.021729, epoch loss=1.098267
Epoch=14, step=18000, lr=0.125250, epoch loss=1.098267
Batch=59, step=18060, lr=0.125000, batch loss=0.018066, epoch loss=0.018066
Batch=119, step=18120, lr=0.124750, batch loss=0.024292, epoch loss=0.042358
Batch=179, step=18180, lr=0.124250, batch loss=0.032227, epoch loss=0.074585
Batch=239, step=18240, lr=0.124250, batch loss=0.039307, epoch loss=0.113892
Batch=299, step=18300, lr=0.123750, batch loss=0.010376, epoch loss=0.124268
Batch=359, step=18360, lr=0.123750, batch loss=0.028198, epoch loss=0.152466
Batch=419, step=18420, lr=0.123250, batch loss=0.032227, epoch loss=0.184692
Batch=479, step=18480, lr=0.123000, batch loss=0.022461, epoch loss=0.207153
Batch=539, step=18540, lr=0.122750, batch loss=0.035156, epoch loss=0.242310
Batch=599, step=18600, lr=0.122500, batch loss=0.047852, epoch loss=0.290161
Batch=659, step=18660, lr=0.122500, batch loss=0.030396, epoch loss=0.320557
Batch=719, step=18720, lr=0.122250, batch loss=0.065430, epoch loss=0.385986
Batch=779, step=18780, lr=0.122000, batch loss=0.124023, epoch loss=0.510010
Batch=839, step=18840, lr=0.121500, batch loss=0.071289, epoch loss=0.581299
Batch=899, step=18900, lr=0.121250, batch loss=0.093262, epoch loss=0.674561
Batch=959, step=18960, lr=0.121000, batch loss=0.018311, epoch loss=0.692871
Batch=1019, step=19020, lr=0.121000, batch loss=0.023193, epoch loss=0.716064
Batch=1079, step=19080, lr=0.120500, batch loss=0.009583, epoch loss=0.725647
Batch=1139, step=19140, lr=0.120250, batch loss=0.027466, epoch loss=0.753113
Batch=1199, step=19200, lr=0.120000, batch loss=0.011108, epoch loss=0.764221
Epoch=15, step=19200, lr=0.120000, epoch loss=0.764221
Batch=59, step=19260, lr=0.120000, batch loss=0.006470, epoch loss=0.006470
Batch=119, step=19320, lr=0.119750, batch loss=0.019897, epoch loss=0.026367
Batch=179, step=19380, lr=0.119500, batch loss=0.044922, epoch loss=0.071289
Batch=239, step=19440, lr=0.119000, batch loss=0.025513, epoch loss=0.096802
Batch=299, step=19500, lr=0.118750, batch loss=0.006592, epoch loss=0.103394
Batch=359, step=19560, lr=0.118500, batch loss=0.020996, epoch loss=0.124390
Batch=419, step=19620, lr=0.118500, batch loss=0.020752, epoch loss=0.145142
Batch=479, step=19680, lr=0.118250, batch loss=0.007477, epoch loss=0.152618
Batch=539, step=19740, lr=0.118000, batch loss=0.028320, epoch loss=0.180939
Batch=599, step=19800, lr=0.117750, batch loss=0.028076, epoch loss=0.209015
Batch=659, step=19860, lr=0.117500, batch loss=0.017700, epoch loss=0.226715
Batch=719, step=19920, lr=0.117000, batch loss=0.031494, epoch loss=0.258209
Batch=779, step=19980, lr=0.117000, batch loss=0.064453, epoch loss=0.322662
Batch=839, step=20040, lr=0.116750, batch loss=0.039795, epoch loss=0.362457
Batch=899, step=20100, lr=0.116250, batch loss=0.048584, epoch loss=0.411041
Batch=959, step=20160, lr=0.116250, batch loss=0.011475, epoch loss=0.422516
Batch=1019, step=20220, lr=0.115750, batch loss=0.016113, epoch loss=0.438629
Batch=1079, step=20280, lr=0.115750, batch loss=0.003128, epoch loss=0.441757
Batch=1139, step=20340, lr=0.115500, batch loss=0.016235, epoch loss=0.457993
Batch=1199, step=20400, lr=0.115000, batch loss=0.007202, epoch loss=0.465195
Epoch=16, step=20400, lr=0.115000, epoch loss=0.465195
Batch=59, step=20460, lr=0.115000, batch loss=0.003357, epoch loss=0.003357
Batch=119, step=20520, lr=0.114750, batch loss=0.010803, epoch loss=0.014160
Batch=179, step=20580, lr=0.114250, batch loss=0.023071, epoch loss=0.037231
Batch=239, step=20640, lr=0.114000, batch loss=0.020996, epoch loss=0.058228
Batch=299, step=20700, lr=0.113750, batch loss=0.008423, epoch loss=0.066650
Batch=359, step=20760, lr=0.113750, batch loss=0.014282, epoch loss=0.080933
Batch=419, step=20820, lr=0.113500, batch loss=0.016357, epoch loss=0.097290
Batch=479, step=20880, lr=0.113250, batch loss=0.004791, epoch loss=0.102081
Batch=539, step=20940, lr=0.113000, batch loss=0.015625, epoch loss=0.117706
Batch=599, step=21000, lr=0.112750, batch loss=0.021240, epoch loss=0.138947
Batch=659, step=21060, lr=0.112500, batch loss=0.019531, epoch loss=0.158478
Batch=719, step=21120, lr=0.112250, batch loss=0.057617, epoch loss=0.216095
Batch=779, step=21180, lr=0.112000, batch loss=0.073730, epoch loss=0.289825
Batch=839, step=21240, lr=0.111750, batch loss=0.026611, epoch loss=0.316437
Batch=899, step=21300, lr=0.111500, batch loss=0.031006, epoch loss=0.347443
Batch=959, step=21360, lr=0.111250, batch loss=0.011108, epoch loss=0.358551
Batch=1019, step=21420, lr=0.111000, batch loss=0.011230, epoch loss=0.369781
Batch=1079, step=21480, lr=0.110750, batch loss=0.002243, epoch loss=0.372025
Batch=1139, step=21540, lr=0.110250, batch loss=0.013916, epoch loss=0.385941
Batch=1199, step=21600, lr=0.110000, batch loss=0.005798, epoch loss=0.391739
Epoch=17, step=21600, lr=0.110000, epoch loss=0.391739
Batch=59, step=21660, lr=0.109750, batch loss=0.002014, epoch loss=0.002014
Batch=119, step=21720, lr=0.109750, batch loss=0.007935, epoch loss=0.009949
Batch=179, step=21780, lr=0.109500, batch loss=0.014282, epoch loss=0.024231
Batch=239, step=21840, lr=0.109250, batch loss=0.016846, epoch loss=0.041077
Batch=299, step=21900, lr=0.108750, batch loss=0.006256, epoch loss=0.047333
Batch=359, step=21960, lr=0.108750, batch loss=0.011841, epoch loss=0.059174
Batch=419, step=22020, lr=0.108250, batch loss=0.012146, epoch loss=0.071320
Batch=479, step=22080, lr=0.108250, batch loss=0.003510, epoch loss=0.074829
Batch=539, step=22140, lr=0.107750, batch loss=0.023315, epoch loss=0.098145
Batch=599, step=22200, lr=0.107750, batch loss=0.020386, epoch loss=0.118530
Batch=659, step=22260, lr=0.107500, batch loss=0.013245, epoch loss=0.131775
Batch=719, step=22320, lr=0.107250, batch loss=0.026367, epoch loss=0.158142
Batch=779, step=22380, lr=0.107000, batch loss=0.051270, epoch loss=0.209412
Batch=839, step=22440, lr=0.106750, batch loss=0.022705, epoch loss=0.232117
Batch=899, step=22500, lr=0.106500, batch loss=0.023315, epoch loss=0.255432
Batch=959, step=22560, lr=0.106000, batch loss=0.012146, epoch loss=0.267578
Batch=1019, step=22620, lr=0.106000, batch loss=0.009644, epoch loss=0.277222
Batch=1079, step=22680, lr=0.105500, batch loss=0.000098, epoch loss=0.277320
Batch=1139, step=22740, lr=0.105250, batch loss=0.012024, epoch loss=0.289344
Batch=1199, step=22800, lr=0.105250, batch loss=0.004852, epoch loss=0.294196
Epoch=18, step=22800, lr=0.105250, epoch loss=0.294196
Batch=59, step=22860, lr=0.104750, batch loss=0.001823, epoch loss=0.001823
Batch=119, step=22920, lr=0.104750, batch loss=0.005707, epoch loss=0.007530
Batch=179, step=22980, lr=0.104250, batch loss=0.012268, epoch loss=0.019798
Batch=239, step=23040, lr=0.104250, batch loss=0.010376, epoch loss=0.030174
Batch=299, step=23100, lr=0.104000, batch loss=0.004578, epoch loss=0.034752
Batch=359, step=23160, lr=0.103750, batch loss=0.012451, epoch loss=0.047203
Batch=419, step=23220, lr=0.103500, batch loss=0.011353, epoch loss=0.058556
Batch=479, step=23280, lr=0.103000, batch loss=0.002502, epoch loss=0.061058
Batch=539, step=23340, lr=0.102750, batch loss=0.017334, epoch loss=0.078392
Batch=599, step=23400, lr=0.102500, batch loss=0.017090, epoch loss=0.095482
Batch=659, step=23460, lr=0.102250, batch loss=0.013916, epoch loss=0.109398
Batch=719, step=23520, lr=0.102000, batch loss=0.016724, epoch loss=0.126122
Batch=779, step=23580, lr=0.101750, batch loss=0.023682, epoch loss=0.149803
Batch=839, step=23640, lr=0.101500, batch loss=0.027344, epoch loss=0.177147
Batch=899, step=23700, lr=0.101250, batch loss=0.025635, epoch loss=0.202782
Batch=959, step=23760, lr=0.101000, batch loss=0.008911, epoch loss=0.211693
Batch=1019, step=23820, lr=0.101000, batch loss=0.007355, epoch loss=0.219048
Batch=1079, step=23880, lr=0.100750, batch loss=0.001724, epoch loss=0.220772
Batch=1139, step=23940, lr=0.100250, batch loss=0.010681, epoch loss=0.231453
Batch=1199, step=24000, lr=0.100250, batch loss=0.004547, epoch loss=0.236000
Epoch=19, step=24000, lr=0.100250, epoch loss=0.236000


Half-moons scatterplot and decision boundary:
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"/usr/bin/env" "bash" "-c" "opam exec -- dune build @install @check @runtest && rm -rf _build" failed with exit status 1
2025-05-31 10:12.15: Job failed: Failed: Build failed