2025-05-30 21:19.44: New job: test ahrefs/ocannl https://github.com/ahrefs/ocannl.git#refs/heads/master (367ff3b7b6ec91747225b7e0550930145743478e) (linux-arm64:debian-12-5.3_arm64_opam-2.3)
Base: ocaml/opam:debian-12-ocaml-5.3@sha256:f3f7c954361569e1f7fd1e1b6ab41b5bd4f00147ee97d71ea399a22764f568d3
Opam project build
To reproduce locally:
git clone --recursive "https://github.com/ahrefs/ocannl.git" -b "master" && cd "ocannl" && git reset --hard 367ff3b7
cat > Dockerfile <<'END-OF-DOCKERFILE'
FROM ocaml/opam:debian-12-ocaml-5.3@sha256:f3f7c954361569e1f7fd1e1b6ab41b5bd4f00147ee97d71ea399a22764f568d3
# debian-12-5.3_arm64_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
2025-05-30 21:19.44: Using cache hint "ahrefs/ocannl-ocaml/opam:debian-12-ocaml-5.3@sha256:f3f7c954361569e1f7fd1e1b6ab41b5bd4f00147ee97d71ea399a22764f568d3-debian-12-5.3_arm64_opam-2.3-835eddc584e7df6f658cedd74acb2691"
2025-05-30 21:19.44: Using OBuilder spec:
((from ocaml/opam:debian-12-ocaml-5.3@sha256:f3f7c954361569e1f7fd1e1b6ab41b5bd4f00147ee97d71ea399a22764f568d3)
(comment debian-12-5.3_arm64_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"))
)
2025-05-30 21:19.44: Waiting for resource in pool OCluster
2025-05-30 21:19.44: Waiting for worker…
2025-05-30 21:20.05: Got resource from pool OCluster
Building on kydoime.caelum.ci.dev
HEAD is now at 1b56fc4c Configurable "default" default precision
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.
(from ocaml/opam:debian-12-ocaml-5.3@sha256:f3f7c954361569e1f7fd1e1b6ab41b5bd4f00147ee97d71ea399a22764f568d3)
2025-05-30 21:20.06 ---> using "978b9672b52860448462f39ede8f8b4212c220fbb438fba1dfbc6def719b7210" from cache
/: (comment debian-12-5.3_arm64_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"))
2025-05-30 21:20.06 ---> using "496cc35f114b05b801d3e9ee6474864c453fb63d6b47eb13a1549a1750ca635f" 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
2025-05-30 21:20.06 ---> using "7d05921eabd1fe38008746d72fe6393680f11c689b91eb2d7502bbd1bff3fb98" from cache
/src: (run (shell "uname -rs && opam exec -- ocaml -version && opam --version"))
Linux 5.15.0-134-generic
The OCaml toplevel, version 5.3.0
2.3.0
2025-05-30 21:20.06 ---> using "9502e2c4f53b5580308524d5b4c73de1f298163f2699b8bac50471099eae33e6" from cache
/src: (workdir /src)
/src: (run (shell "sudo chown opam /src"))
2025-05-30 21:20.06 ---> using "981e6ce16a11cbfdb1466639b83481acca0dd8d5862dfa3fd7af24a690882e61" 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)
2025-05-30 21:20.06 ---> using "1efaffa99fbfc443de554f08d4e22c3931ab834ca7f879521a91fec3f6a17543" from cache
/src: (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./))
2025-05-30 21:20.06 ---> using "d577d33c8cb0ff80e4367362448b914767a2b8442e2800088df1c588fe4eab15" 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)
2025-05-30 21:20.06 ---> using "6975ad143bfe10905510020ce3661371d6c5b68a3afa4423b0519571de028fa0" from cache
/src: (run (network host)
(shell "echo '(lang dune 3.0)' > './dune-project'"))
2025-05-30 21:20.06 ---> using "ef8a90d7305158df03a2b4396d0731188ce74a54d391349ace434ba3459128a1" 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 arm64 Packages [8693 kB]
- Get:5 http://deb.debian.org/debian-security bookworm-security/main arm64 Packages [261 kB]
- Fetched 9208 kB in 2s (4387 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:arm64.
- (Reading database ...
(Reading database ... 5%
(Reading database ... 10%
(Reading database ... 15%
(Reading database ... 20%
(Reading database ... 25%
(Reading database ... 30%
(Reading database ... 35%
(Reading database ... 40%
(Reading database ... 45%
(Reading database ... 50%
(Reading database ... 55%
(Reading database ... 60%
(Reading database ... 65%
(Reading database ... 70%
(Reading database ... 75%
(Reading database ... 80%
(Reading database ... 85%
(Reading database ... 90%
(Reading database ... 95%
(Reading database ... 100%
(Reading database ... 18801 files and directories currently installed.)
- Preparing to unpack .../libffi-dev_3.4.4-1_arm64.deb ...
- Unpacking libffi-dev:arm64 (3.4.4-1) ...
- Selecting previously unselected package libpkgconf3:arm64.
- Preparing to unpack .../libpkgconf3_1.8.1-1_arm64.deb ...
- Unpacking libpkgconf3:arm64 (1.8.1-1) ...
- Selecting previously unselected package pkgconf-bin.
- Preparing to unpack .../pkgconf-bin_1.8.1-1_arm64.deb ...
- Unpacking pkgconf-bin (1.8.1-1) ...
- Selecting previously unselected package pkgconf:arm64.
- Preparing to unpack .../pkgconf_1.8.1-1_arm64.deb ...
- Unpacking pkgconf:arm64 (1.8.1-1) ...
- Selecting previously unselected package pkg-config:arm64.
- Preparing to unpack .../pkg-config_1.8.1-1_arm64.deb ...
- Unpacking pkg-config:arm64 (1.8.1-1) ...
- Setting up libffi-dev:arm64 (3.4.4-1) ...
- Setting up libpkgconf3:arm64 (1.8.1-1) ...
- Setting up pkgconf-bin (1.8.1-1) ...
- Setting up pkgconf:arm64 (1.8.1-1) ...
- Setting up pkg-config:arm64 (1.8.1-1) ...
- Processing triggers for libc-bin (2.36-9+deb12u10) ...
2025-05-30 21:20.06 ---> using "7cc1d3e229255291fc212bab7e26f92d529eb0019527a7323e296454b6c10301" 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 astring.0.8.5 (cached)
-> retrieved angstrom.0.16.1 (cached)
-> retrieved bigarray-compat.1.1.0 (cached)
-> retrieved base.v0.17.2 (cached)
-> retrieved bigstringaf.0.10.0 (cached)
-> retrieved camlp-streams.5.0.1 (cached)
-> installed conf-pkg-config.4
-> retrieved cppo.1.8.0 (cached)
-> retrieved cmdliner.1.3.0 (cached)
-> retrieved csexp.1.5.2 (cached)
-> installed conf-libffi.2.0.0
-> retrieved ctypes.0.23.0, ctypes-foreign.0.23.0 (cached)
-> 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 mdx.2.5.0 (cached)
-> retrieved mtime.2.1.0 (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 logs.0.8.0 (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_compare.v0.17.0 (cached)
-> retrieved ppx_derivers.1.2.1 (cached)
-> retrieved ppx_cold.v0.17.0 (cached)
-> retrieved ppx_deriving.6.0.3 (cached)
-> retrieved ppx_enumerate.v0.17.0 (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_expect.v0.17.2 (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 dune.3.19.0, dune-configurator.3.19.0 (cached)
-> installed num.1.5-1
-> retrieved ppx_minidebug.2.2.0 (cached)
-> retrieved ppx_variants_conv.v0.17.0 (cached)
-> retrieved ppxlib.0.35.0 (cached)
-> retrieved ppxlib_jane.v0.17.2 (cached)
-> retrieved printbox.0.12, printbox-ext-plot.0.12, printbox-html.0.12, printbox-md.0.12, printbox-text.0.12 (cached)
-> retrieved ptime.1.2.0 (cached)
-> retrieved re.1.12.0 (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 cmdliner.1.3.0
-> installed ocamlbuild.0.16.1
-> installed ocamlfind.1.9.8
-> installed topkg.1.0.8
-> installed mtime.2.1.0
-> installed uutf.1.0.4
-> 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 stdlib-shims.0.3.0
-> installed ppx_derivers.1.2.1
-> installed result.1.5
-> installed printbox.0.12
-> installed csexp.1.5.2
-> installed backoff.0.1.1
-> installed bigarray-compat.1.1.0
-> installed camlp-streams.5.0.1
-> installed multicore-magic.2.3.1
-> installed ocaml-version.4.0.1
-> installed ocaml_intrinsics_kernel.v0.17.1
-> installed pprint.20230830
-> installed sexplib0.v0.17.0
-> installed thread-local-storage.0.2
-> installed integers.0.7.0
-> installed ocaml-syntax-shims.1.0.0
-> installed cppo.1.8.0
-> installed ocaml-compiler-libs.v0.17.0
-> installed saturn_lockfree.0.5.0
-> installed re.1.12.0
-> installed parsexp.v0.17.0
-> installed dune-configurator.3.19.0
-> installed bigstringaf.0.10.0
-> installed sexplib.v0.17.0
-> installed angstrom.0.16.1
-> installed mdx.2.5.0
-> installed tyxml.4.6.0
-> installed printbox-html.0.12
-> installed base.v0.17.2
-> installed ctypes.0.23.0
-> installed fieldslib.v0.17.0
-> installed variantslib.v0.17.0
-> installed stdio.v0.17.0
-> installed ctypes-foreign.0.23.0
-> installed uucp.16.0.0
-> installed printbox-text.0.12
-> installed printbox-md.0.12
-> installed printbox-ext-plot.0.12
-> installed ppxlib.0.35.0
-> installed ppxlib_jane.v0.17.2
-> installed ppx_optcomp.v0.17.0
-> installed ppx_here.v0.17.0
-> installed ppx_cold.v0.17.0
-> installed ppx_variants_conv.v0.17.0
-> installed ppx_fields_conv.v0.17.0
-> installed ppx_globalize.v0.17.0
-> installed ppx_enumerate.v0.17.0
-> installed ppx_compare.v0.17.0
-> installed ppx_deriving.6.0.3
-> 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 ppx_string.v0.17.0
-> installed time_now.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)
2025-05-30 21:20.06 ---> using "d589dfb3f47cde94b069610a7029b9b9aefc3d5ac17e6730373080e91c2a3b83" from cache
/src: (copy (src .) (dst /src))
2025-05-30 21:20.06 ---> saved as "7b02445a03c05fb6946463c565968a910f7b3ed888bd87a46684ce482ff68986"
/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
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
Fatal error: exception Sys_error("log_files/micrograd_demo_logging.log: No such file or directory")
Raised by primitive operation at Stdlib.open_out_gen in file "stdlib.ml", line 331, characters 29-55
Called from Stdlib.open_out in file "stdlib.ml" (inlined), line 336, characters 2-74
Called from Minidebug_runtime.shared_config.Result.find_ch in file "minidebug_runtime.ml", line 98, characters 17-34
Called from Minidebug_runtime.shared_config.Result.current_ch in file "minidebug_runtime.ml", line 125, characters 34-44
Called from CamlinternalLazy.do_force_val_block in file "camlinternalLazy.ml", line 63, characters 15-25
Called from Stdlib__Lazy.force_val in file "lazy.ml" (inlined), line 56, characters 18-61
Called from Minidebug_runtime.shared_config.Result.(!!) in file "minidebug_runtime.ml" (inlined), line 126, characters 21-40
Called from Minidebug_runtime.shared_config.Result.debug_ch in file "minidebug_runtime.ml", line 142, characters 6-18
Called from Minidebug_runtime.PrintBox.close_log_impl.close_tree in file "minidebug_runtime.ml", line 1570, characters 15-26
Called from Minidebug_runtime.PrintBox.log_value_sexp in file "minidebug_runtime.ml", lines 1985-1986, characters 9-73
Called from Utils.set_log_level in file "arrayjit/lib/utils.ml", line 418, characters 2-42
Re-raised at Utils.set_log_level in file "arrayjit/lib/utils.ml", lines 415-418, characters 29-42
Called from Dune__exe__Micrograd_demo_logging in file "test/micrograd_demo_logging.ml", line 16, characters 2-23
(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/ff21a6c360bbbc079cd7f3bc012e85e3/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/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/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/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition 'Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/274cb59b4d8ce292c20bb85e79185077/default/test/ocannl_config.' -source-tree-root .. -diff-cmd -)
Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/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/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/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/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/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/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/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/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/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/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/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/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/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/ff21a6c360bbbc079cd7f3bc012e85e3/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/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/zero2hero_1of7.ml.corrected
diff --git a/_build/default/test/zero2hero_1of7.ml b/_build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/zero2hero_1of7.ml.corrected
index 13e90be..d2d4116 100644
--- a/_build/default/test/zero2hero_1of7.ml
+++ b/_build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/zero2hero_1of7.ml.corrected
@@ -29,8 +29,8 @@ let%expect_test "Graph drawing recompile" =
Tensor.print_tree ~with_grad:true ~depth:9 f_nd;
[%expect
{|
- #15 +_f_nd
- 6.00e+1
+ #15 +_f_nd includes NaN
+ -nan
#16 grad_+_f_nd Virt/30
<void>
#13 - Virt/152 │#2 5. Virt/40
@@ -57,21 +57,21 @@ let%expect_test "Graph drawing recompile" =
[%expect
{|
#32 +_f
- 6.00e+1
+ -3.96e+29
#33 grad_+_f
1.00
- #30 - │#19 5. Virt/40
- 5.50e+1 │<void>
- #31 grad_- │
- 1.00 │
+ #30 - │#19 5. Virt/40
+ -4.65e-10 │<void>
+ #31 grad_- │
+ 1.00 │
#28 *. │ #21 *. │
- 7.50e+1 │ 2.00e+1 │
+ 0.00 │ 8.58e+9 │
#29 grad_*. │ #22 grad_*. │
- 1.00 │ -1.00 │
+ 1.00 │ -4.00 │
#27 3. Virt/40│ #24 **. │#20 4. Virt/40│#17 x │
- <void> │ 2.50e+1 │<void> │ 5.00 │
+ <void> │ 9.44e+21 │<void> │ 5.00 │
│ #25 grad_**. │ │#18 grad_x│
- │ 3.00 │ │ 2.60e+1 │
+ │ -3.68e+19 │ │ 2.00 │
│[17]│#23 2. Virt/40│ │ │
│ │<void> │ │ │
|}];
@@ -95,51 +95,51 @@ let%expect_test "Graph drawing recompile" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
- ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 1.00e+2│# │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ # │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │f │ │
- │( │ │
- │x │ │
- │) │ │
- │ │ │
- │ │ # │
- │ │ │
- │ │ │
- │ │ #│
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ # │
- │ │ │
- │ │ # │
- │ │ │
- │ │ │
- │ │ # │
- │ │ # │
- │ │ │
- │ 4.00 │ # # │
- ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │-5.00 4.00│
- │ │ x │
- └────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ ┌──────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ 5.00 │ # # # # # # # # #│
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │f │ │
+ │( │ │
+ │x │ │
+ │) │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ -3.96e+29│# │
+ ├──────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │-5.00 4.00│
+ │ │ x │
+ └──────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]
let%expect_test "Graph drawing fetch" =
@@ -157,12 +157,12 @@ let%expect_test "Graph drawing fetch" =
Tensor.print_tree ~with_grad:false ~depth:9 f5;
[%expect
{|
- #9 +_f_5.
- 6.00e+1
- #8 - │#1 5. Virt/40
- 5.50e+1 │<void>
- #7 *. │ #3 *. │
- 7.50e+1 │ 2.00e+1 │
+ #9 +_f_5.
+ 6.33e+29
+ #8 - │#1 5. Virt/40
+ 8.14e-10 │<void>
+ #7 *. │ #3 *. │
+ 2.53e+30 │ 2.00e+1 │
#6 3. Virt/40│ #5 **. │#2 4. Virt/40│#0 5. Virt/40│
<void> │ 2.50e+1 │<void> │<void> │
│[0]│#4 2. Virt/40│ │ │
@@ -203,51 +203,51 @@ let%expect_test "Graph drawing fetch" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 1.00e+2 │# │
- │ │# │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ # │
- │ │ # # #│
- │ │ # # # │
- │ │ # # │
- │ │ # ## │
- │ │ ## # │
- │f │ # # │
- │( │ # # ## │
- │x │ ## # │
- │) │ # # │
- │ │ # # ### **│
- │ │ ## # * **** │
- │ │ # # ## * **** │
- │ │ ### ## * *** │
- │ │ # # # ##** ** │
- │ │ #### # ###* * │
- │ │ # #### # # ## # #### │
- │ │ # # ** * │
- │ │- - - - - - - - - - - * ** * - - - - - - - - │
- │ │ * **** │
- │ │ * **** │
- │ │ **** * │
- │ │ * **** │
- │ │ * **** │
- │ │ * **** │
- │ │ ** *** │
- │ │ * * *** │
- │ -3.40e+1│* * ** │
- ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │-5.00 4.90│
- │ │ x │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ ┌──────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ 0.00 │# # ## # ##### ### #### ##### #### #### # #### ###- - - - - - - - - - │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │f │ │
+ │( │ │
+ │x │ │
+ │) │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ -2.00│* * ** * ***** *** **** ***** **** **** * **** ***# # ## # ## # #### #### #### ### #### #### #### ##│
+ ├──────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │-5.00 4.90│
+ │ │ x │
+ └──────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]
let%expect_test "Simple gradients hosted" =
@@ -296,21 +296,21 @@ let%expect_test "Simple gradients hosted" =
[%expect
{|
#12 *._l
- -8.00
+ 0.00
#13 grad_*._l
1.00
#8 +_d │#10 f
- 4.00 │ -2.00
+ 1.00e+1 │ -2.00
#9 grad_+_d │#11 grad_f
- -2.00 │ 4.00
+ 0.00 │ 1.58e+29
#4 *._e │#6 c │
- -6.00 │ 1.00e+1 │
+ 0.00 │ 1.00e+1 │
#5 grad_*._e │#7 grad_c│
- -2.00 │ -2.00 │
+ 0.00 │ 0.00 │
#0 a │#2 b │ │
2.00 │ -3.00 │ │
#1 grad_a│#3 grad_b│ │
- 6.00 │ -4.00 │ │
+ 0.00 │ 0.00 │ │
|}];
(* Now we update the params, but we are not doing the forward and backward passes: only params
values will change, compared to the above. The update is in the opposite direction of the
@@ -320,21 +320,21 @@ let%expect_test "Simple gradients hosted" =
[%expect
{|
#12 *._l
- -8.00
+ 0.00
#13 grad_*._l
1.00
#8 +_d │#10 f
- 4.00 │ -2.40
+ 1.00e+1 │ 2.52e-29
#9 grad_+_d │#11 grad_f
- -2.00 │ 4.00
+ 0.00 │ 1.58e+29
#4 *._e │#6 c │
- -6.00 │ 1.02e+1 │
+ 0.00 │ 1.00e+1 │
#5 grad_*._e │#7 grad_c│
- -2.00 │ -2.00 │
+ 0.00 │ 0.00 │
#0 a │#2 b │ │
- 1.40 │ -2.60 │ │
+ 2.00 │ -3.00 │ │
#1 grad_a│#3 grad_b│ │
- 6.00 │ -4.00 │ │
+ 0.00 │ 0.00 │ │
|}];
(* Now the params will remain as above, but both param gradients and the values and gradients of
@@ -344,21 +344,21 @@ let%expect_test "Simple gradients hosted" =
[%expect
{|
#12 *._l
- -1.57e+1
+ 0.00
#13 grad_*._l
1.00
#8 +_d │#10 f
- 6.56 │ -2.40
+ 1.00e+1 │ 2.52e-29
#9 grad_+_d │#11 grad_f
- -2.40 │ 6.56
+ 0.00 │ 1.58e+29
#4 *._e │#6 c │
- -3.64 │ 1.02e+1 │
+ 0.00 │ 1.00e+1 │
#5 grad_*._e │#7 grad_c│
- -2.40 │ -2.40 │
+ 0.00 │ 0.00 │
#0 a │#2 b │ │
- 1.40 │ -2.60 │ │
+ 2.00 │ -3.00 │ │
#1 grad_a│#3 grad_b│ │
- 6.24 │ -3.36 │ │
+ 0.00 │ 0.00 │ │
|}]
let%expect_test "Simple gradients virtual" =
@@ -426,7 +426,7 @@ let%expect_test "Simple gradients virtual" =
[%expect
{|
#12 *._l
- -8.00
+ 0.00
#13 grad_*._l Virt/40
<void>
#8 +_d Local/46 │#10 f
@@ -452,19 +452,19 @@ let%expect_test "Simple gradients virtual" =
[%expect
{|
#12 *._l
- -8.00
+ 0.00
#13 grad_*._l Virt/40
<void>
#8 +_d Local/46 │#10 f
- <void> │ -2.40
+ <void> │ 2.00
#9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41
<void> │<void>
#4 *._e Virt/152 │#6 c │
- <void> │ 1.02e+1 │
+ <void> │ -2.93e-38 │
#5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│
<void> │<void> │
#0 a │#2 b │ │
- 1.40 │ -2.60 │ │
+ 2.00 │ -3.00 │ │
#1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │
<void> │<void> │ │
|}];
@@ -475,19 +475,19 @@ let%expect_test "Simple gradients virtual" =
[%expect
{|
#12 *._l
- -1.57e+1
+ 0.00
#13 grad_*._l Virt/40
<void>
#8 +_d Local/46 │#10 f
- <void> │ -2.40
+ <void> │ 2.00
#9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41
<void> │<void>
#4 *._e Virt/152 │#6 c │
- <void> │ 1.02e+1 │
+ <void> │ -2.93e-38 │
#5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│
<void> │<void> │
#0 a │#2 b │ │
- 1.40 │ -2.60 │ │
+ 2.00 │ -3.00 │ │
#1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │
<void> │<void> │ │
|}]
@@ -511,18 +511,18 @@ let%expect_test "2D neuron hosted" =
Tensor.print_tree ~with_grad:true ~depth:9 v;
[%expect
{|
- #8 +_v
- 7.00e-1
- #9 grad_+_v
- 1.00
- #6 * │#0 b
- -6.00 │ 6.70
- #7 grad_* │#1 grad_b
- 1.00 │ 1.00
- #2 w │#4 x │
- -3.00 1.00 │ 2.00 0.00 │
- #3 grad_w │#5 grad_x │
- 2.00 0.00 │ -3.00 1.00 │
+ #8 +_v
+ 6.68
+ #9 grad_+_v
+ 1.00
+ #6 * │#0 b
+ 0.00 │ 6.68
+ #7 grad_* │#1 grad_b
+ 1.00 │ 1.00
+ #2 w │#4 x │
+ -3.00 1.00 │ 2.00 0.00 │
+ #3 grad_w │#5 grad_x │
+ 0.00 0.00 │ -3.68e+19 2.00 │
|}]
let%expect_test "2D neuron virtual" =
@@ -539,11 +539,11 @@ let%expect_test "2D neuron virtual" =
[%expect
{|
#8 +_v
- 7.00e-1
+ 6.68
#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/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/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/micrograd_demo.ml.corrected
diff --git a/_build/default/test/micrograd_demo.ml b/_build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/micrograd_demo.ml.corrected
index 62a1f34..061ac6a 100644
--- a/_build/default/test/micrograd_demo.ml
+++ b/_build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/micrograd_demo.ml.corrected
@@ -35,11 +35,11 @@ let%expect_test "Micrograd README basic example" =
{|
┌────────────────────┐
│[75]: +_g shape 0:1 │
- │┌┬─────────┐ │
- │││axis 0 │ │
- │├┼─────────┤ │
- │││ 2.47e+1 │ │
- │└┴─────────┘ │
+ │┌┬──────┐ │
+ │││axis 0│ │
+ │├┼──────┤ │
+ │││ 0.00 │ │
+ │└┴──────┘ │
└────────────────────┘
|}];
Tensor.print ~with_code:false ~with_grad:true `Default a;
@@ -53,14 +53,14 @@ let%expect_test "Micrograd README basic example" =
│││ -4.00 │ │
│└┴───────┘ │
└─────────────────┘
- ┌────────────────────────┐
- │[0]: a shape 0:1 grad_a│
- │┌┬─────────┐ │
- │││axis 0 │ │
- │├┼─────────┤ │
- │││ 1.38e+2 │ │
- │└┴─────────┘ │
- └────────────────────────┘
+ ┌─────────────────────────────────────┐
+ │[0]: a shape 0:1 grad_a includes NaN│
+ │┌┬──────┐ │
+ │││axis 0│ │
+ │├┼──────┤ │
+ │││ -nan │ │
+ │└┴──────┘ │
+ └─────────────────────────────────────┘
|}];
Tensor.print ~with_code:false ~with_grad:true `Default b;
[%expect
@@ -73,14 +73,14 @@ let%expect_test "Micrograd README basic example" =
│││ 2.00 │ │
│└┴──────┘ │
└─────────────────┘
- ┌────────────────────────┐
- │[2]: b shape 0:1 grad_b│
- │┌┬─────────┐ │
- │││axis 0 │ │
- │├┼─────────┤ │
- │││ 6.45e+2 │ │
- │└┴─────────┘ │
- └────────────────────────┘
+ ┌─────────────────────────────────────┐
+ │[2]: b shape 0:1 grad_b includes NaN│
+ │┌┬──────┐ │
+ │││axis 0│ │
+ │├┼──────┤ │
+ │││ -nan │ │
+ │└┴──────┘ │
+ └─────────────────────────────────────┘
|}]
let%expect_test "Micrograd half-moons example" =
@@ -191,44 +191,44 @@ let%expect_test "Micrograd half-moons example" =
┌────────────────────────────────────────────────────────────────────────────────────────────────────┐
│****************************#***********************************************************************│
│****************************###***###***#***********************************************************│
- │***************************#********#***#***********************************************************│
- │********************#*********************##*#*#****************************************************│
- │******************#***#*****##*#*#*#****#*#*#*##****************************************************│
- │**************#*#**###**#*##**##********#**#****###**#**********************************************│
- │***********#***##***#**##*****************#*#*##*###**********************************************..│
- │***************#**###******************************##*#******************************************...│
- │*************#*****#******************************#*#***#*#*************************************....│
- │*********#***#******************......************##*###**#************************************.....│
- │******#***#*#*#****************........******************#*#*********************************.......│
- │*****###****#****************...........****************#***********************************........│
- │*******#*###****************.............******************#*#*****************************.........│
- │**********##***************.......%%......***************#**##****************************..........│
- │*****#***#****************......%..%%......*********************************************..........%.│
- │**####*******************......%..%..........****************##*#**********************........%...%│
- │****#*******************.......%%..%..........***************#*#**********************.........%....│
- │*#****##***************.........%....%.........************##***#********************.......%...%%..│
- │****#*#***************.........%..%.%...........*************#**#*******************..........%.%...│
- │##*##****************............%...............**************#*##****************.........%.%.%%%.│
- │**#####************............%...%%.............*******************************...........%..%.%..│
- │******************...............%.%.%%............*********#*#*#*#*************................%%..│
- │***##************................%..%..%............************#*#************.............%...%...│
- │##**#***********...................%...%.............********#**###***********...........%.%%.......│
- │###************..................%.%.%................***********##**********..................%....│
- │**##**********.........................................**********#*********.............%%.%..%.....│
- │**#**********......................%%...................********##********..............%%.%........│
- │************..........................%..................****#**#********...................%.......│
- │***********.........................%%.%..................*****##******...............%..%..........│
- │**********.............................%%..................***********.................%%.%%........│
- │*********..............................%...%................*******.....................%%%.........│
- │********...................................%..%....................................%.....%..........│
- │*******.................................%%..%.%................................%.%.%.%%.............│
- │******.....................................%%.%...%%.%.......................%%%....%.%.%...........│
- │*****....................................%.....%.%..%....................%.....%%.%.%...............│
- │****........................................%%...%.%%%%..%.......%.........%%.%%....................│
- │***...............................................%..%.......%..%%%%...%.%..%.%.....................│
- │**.................................................%.%.%............%..%...%........................│
- │*.................................................%....%.%......%%...%.%............................│
- │..........................................................%..%......%%%.............................│
+ │***************************#********#***#*#*********************************************************│
+ │********************#**********************#*#*#****************************************************│
+ │******************##**#*****##*#*#*#****#*#*#*#*#***************************************************│
+ │**************#*#***#***#*##*#*#********#**#****###**#**********************************************│
+ │***********#***##*#*#**##*****************#*#*##*###************************************************│
+ │***************#***##******************************##*#*********************************************│
+ │*************#*****#******************************#*#**#**#*****************************************│
+ │*********#***#************************************##*###*#*#****************************************│
+ │******#***#*#*#******************************************#******************************************│
+ │*****###****#*******************************************#*******************************************│
+ │******####*#***********************************************#*#**************************************│
+ │**********##**********************%%*********************#**##**************************************│
+ │*****#***#**********************%**%%**************************************************************%│
+ │**####*************************%*%%*************************###*#******************************%***%│
+ │****#**************************%%**%*************************#*#*******************************%****│
+ │##****##************************%****%*********************##***#***************************%***%%**│
+ │***##*#************************%**%*%************************#**#*****************************%*%***│
+ │##*##***************************%******************************#*##*************************%*%*%%%*│
+ │**####*************************%**%*%*******************************************************%***%%**│
+ │*********************************%*%*%%*********************#*#*#*#*****************************%%**│
+ │***##****************************%**%**%************************#*#*************************%***%***│
+ │##**#******************************%***%********************#***###**********************%*%%*******│
+ │##*******************************%*%*%***************************##****************************%****│
+ │**##*************************************************************#**********************%%*%**%*****│
+ │*#*********************************%%***************************##**********************%**%********│
+ │**************************************%**********************#**#************************%*%********│
+ │************************************%%*%***********************##**********************%*%**********│
+ │***************************************%%**********************************************%%*%%********│
+ │***************************************%***%********************************************%%%*********│
+ │*******************************************%**%************************************%*****%**********│
+ │****************************************%%**%*%********************************%%%*%*%%*************│
+ │*******************************************%%*%***%%*%***********************%%%****%*%*%***********│
+ │*****************************************%****%%*%**%**************************%%*%*%***************│
+ │********************************************%%**%**%%%%**%*******%*******%*%%*%%********************│
+ │**************************************************%**%*******%**%%%****%*%**%%**********************│
+ │***************************************************%*%*%************%**%***%************************│
+ │**************************************************%****%*%*******%***%*%****************************│
+ │**********************************************************%**%**%***%%******************************│
└────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
Stdio.printf "Loss:\n%!";
@@ -240,51 +240,51 @@ let%expect_test "Micrograd half-moons example" =
[%expect
{|
Loss:
- ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 3.79e+1│- │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │l │ │
- │o │ │
- │s │ │
- │s │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │- │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │- - - │
- │ 0.00 │----------------------------------------------------------------------------------------------------│
- ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │0.00 3.99e+2│
- │ │ step │
- └────────┴───────────────────────────────────────────────────────────────────────────────────────────────────┘
+ ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ 1.83e-40│ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │l │ │
+ │o │ │
+ │s │ │
+ │s │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ 9.18e-41│----------------------------------------------------------------------------------------------------│
+ ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │0.00 3.99e+2│
+ │ │ step │
+ └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
Stdio.printf "Log-loss, for better visibility:\n%!";
let plot_loss =
@@ -296,46 +296,46 @@ let%expect_test "Micrograd half-moons example" =
{|
Log-loss, for better visibility:
┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 3.63 │- │
+ │ -1.00e+1│ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
│ │ │
│ │ │
│ │ │
- │ │- │
│ │ │
│ │ │
│ │ │
│ │ │
- │ │- │
- │ │ - - │
- │ │ - - - │
- │ │------ - │
- │ │ ---- - - --- - - - - - │
- │ │ -- - - - --- -- - -- - │
- │ │ - -- - - --- - - --- ----- - -- │
- │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 │
@@ -350,51 +350,51 @@ let%expect_test "Micrograd half-moons example" =
[%expect
{|
Learning rate:
- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ -1.00e-1│ -│
- │ │ ---│
- │ │ ---- │
- │ │ --- │
- │ │ ---- │
- │ │ --- │
- │ │ --- │
- │ │ --- │
- │ │ --- │
- │ │ ---- │
- │ │ --- │
- │ │ ---- │
- │ │ --- │
- │l │ ---- │
- │e │ --- │
- │a │ --- │
- │r │ --- │
- │n │ --- │
- │i │ ---- │
- │n │ --- │
- │g │ ---- │
- │ │ --- │
- │r │ ---- │
- │a │ --- │
- │t │ --- │
- │e │ --- │
- │ │ --- │
- │ │ ---- │
- │ │ --- │
- │ │ ---- │
- │ │ --- │
- │ │ ---- │
- │ │ --- │
- │ │ --- │
- │ │ --- │
- │ │ --- │
- │ │ ---- │
- │ │ --- │
- │ │ ---- │
- │ -2.00e-1│--- │
- ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │0.00 3.99e+2│
- │ │ step │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ ┌──────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ 2.24e+38 │ - │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ - │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ - │
+ │ │ │
+ │l │ │
+ │e │ - │
+ │a │ -- │
+ │r │----------------------------------------------------------------------------------------------------│
+ │n │ │
+ │i │ - │
+ │n │ │
+ │g │ │
+ │ │ │
+ │r │ │
+ │a │ │
+ │t │ │
+ │e │ │
+ │ │ -- │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ -3.29e+38│ - │
+ ├──────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │0.00 3.99e+2│
+ │ │ step │
+ └──────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
(* Testing how the syntax extension %op creates labels for the resulting tensors: *)
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/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/primitive_ops.ml.corrected
diff --git a/_build/default/test/primitive_ops.ml b/_build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/primitive_ops.ml.corrected
index 71c4c28..81301a8 100644
--- a/_build/default/test/primitive_ops.ml
+++ b/_build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/primitive_ops.ml.corrected
@@ -55,153 +55,153 @@ let%expect_test "relu" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
- ┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 5.00│ #│
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ # │
- │f │ # │
- │( │ ## │
- │x │ # │
- │) │ # │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ * ******************************* **** ******* ****│
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ ## │
- │ 0.00│**** *** *** *** ********-*************** ********- - - - - - - - - - │
- ├─────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │-5.00 5.00│
- │ │ x │
- └─────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ ┌──────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ 5.00 │ #│
+ │ │ ## │
+ │ │ # # │
+ │ │ ## │
+ │ │ ### │
+ │ │ # # │
+ │ │ ### │
+ │ │ # # │
+ │ │ ### │
+ │ │ ## │
+ │ │ ### │
+ │ │ ## │
+ │ │ ### │
+ │ │ ## │
+ │ │ ### │
+ │ │ ### │
+ │ │**** *** *** *** ******** *************** ******** ******************************* **** ******* ****│
+ │ │ ### │
+ │f │ ## │
+ │( │ ### │
+ │x │- - - - - - - - - - #- - - - - - - - - - │
+ │) │ ### │
+ │ │ ## │
+ │ │ # ## │
+ │ │ ## │
+ │ │ ### │
+ │ │ ### │
+ │ │ ## │
+ │ │ ### │
+ │ │ ## │
+ │ │ ## │
+ │ │ ## │
+ │ │ ### │
+ │ │ # # │
+ │ │ ### │
+ │ │ # │
+ │ │ # ## │
+ │ │ # │
+ │ │ ## # │
+ │ -5.00│### │
+ ├──────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │-5.00 5.00│
+ │ │ x │
+ └──────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]
let%expect_test "sat01" =
let%op f x = sat01 x in
let plot_box = plot_unop ~f () in
PrintBox_text.output Stdio.stdout plot_box;
+ [%expect
+ {|
+ ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ 9.18e-41│ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │f │ │
+ │( │ │
+ │x │ │
+ │) │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ 0.00 │**** *** *** *** ********-*************** ********-******************************* **** *******-****│
+ ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │-5.00 5.00│
+ │ │ x │
+ └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ |}]
+
+let%expect_test "exp(x)" =
+ let%op f x = exp x in
+ let plot_box = plot_unop ~f ~x_max:1.0 () in
+ PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 1.00│ * *********###################### #### ####### ####│
+ │ 0.00│ │
│ │ │
- │ │ # │
│ │ │
│ │ │
│ │ │
- │ │ # │
│ │ │
│ │ │
│ │ │
- │ │ # │
│ │ │
│ │ │
│ │ │
- │ │ # │
│ │ │
│ │ │
│ │ │
- │f │ # │
- │( │ │
- │x │ │
- │) │ │
- │ │ # │
│ │ │
│ │ │
│ │ │
- │ │ # │
│ │ │
+ │f │ │
+ │( │ │
+ │x │ │
+ │) │ │
│ │ │
│ │ │
- │ │ # │
│ │ │
│ │ │
│ │ │
- │ │ # │
│ │ │
│ │ │
│ │ │
- │ │ # │
- │ 0.00│**** *** *** *** ********-*************** ********- - ********************** **** *******-****│
- ├─────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │-5.00 5.00│
- │ │ x │
- └─────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}]
-
-let%expect_test "exp(x)" =
- let%op f x = exp x in
- let plot_box = plot_unop ~f ~x_max:1.0 () in
- PrintBox_text.output Stdio.stdout plot_box;
- [%expect
- {|
- ┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 2.71│ *│
│ │ │
│ │ │
- │ │ * │
│ │ │
- │ │ * │
│ │ │
- │ │ * │
│ │ │
- │ │ * │
│ │ │
- │ │ * │
- │ │ * │
│ │ │
- │ │ * │
- │ │ * │
│ │ │
- │ │ * │
- │f │ * │
- │( │ * │
- │x │ │
- │) │ * │
- │ │ * │
- │ │ * │
- │ │ * │
- │ │ * │
- │ │ ** │
- │ │ * │
- │ │ * │
- │ │ ** │
- │ │ ** │
- │ │ ** │
- │ │ * │
- │ │ ** │
- │ │ *** │
- │ │ **** │
- │ │ ***** │
- │ │ ******* │
- │ │ *********** │
- │ 0.00│********* ************ ************** * - - - - - - - - - - - - │
+ │ │ │
+ │ 0.00│######### ############ ############## #################################### #########################│
├─────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │-5.00 1.00│
│ │ x │
@@ -212,12 +212,120 @@ let%expect_test "log(x)" =
let%op f x = log x in
let plot_box = plot_unop ~f ~x_min:0.1 ~x_max:5.0 () in
PrintBox_text.output Stdio.stdout plot_box;
+ [%expect
+ {|
+ ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ 8.26e-40│ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │f │ │
+ │( │ │
+ │x │ │
+ │) │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ 0.00 │***************-**************-********** *************-****-********************* *****************│
+ ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │1.00e-1 5.00│
+ │ │ x │
+ └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ |}]
+
+let%expect_test "log2(x)" =
+ let%op f x = log2 x in
+ let plot_box = plot_unop ~f ~x_min:0.1 ~x_max:5.0 () in
+ PrintBox_text.output Stdio.stdout plot_box;
+ [%expect
+ {|
+ ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ 1.28e-39│ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │f │ │
+ │( │ │
+ │x │ │
+ │) │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ 0.00 │***************-**************-********** *************-****-********************* *****************│
+ ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │1.00e-1 5.00│
+ │ │ x │
+ └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ |}]
+
+let%expect_test "sin(x)" =
+ let%op f x = sin x in
+ let plot_box = plot_unop ~f () in
+ PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 1.00e+1│* │
+ │ 9.80e-1│ * │
+ │ │ │
...TRUNCATED BY DUNE...
└─────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]
-let%expect_test "recip(x)" =
- let%op f x = recip x in
+let%expect_test "sqrt(x)" =
+ let%op f x = sqrt x in
let plot_box = plot_unop ~f ~x_min:0.1 ~x_max:5.0 () in
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 1.00e+1 │# │
+ │ 1.18e-38│ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
│ │ │
- │ │ ## │
- │ │ ######### │
- │ │- - - ###-**************-********** *************-****-********************* *****************│
- │ │ ******* │
- │ │ ** │
- │ │ * │
- │ │ * │
│ │ │
- │ │ * │
│ │ │
│ │ │
- │ │ * │
│ │ │
│ │ │
│ │ │
│ │ │
│f │ │
│( │ │
- │x │ * │
+ │x │ │
│) │ │
│ │ │
│ │ │
@@ -625,48 +572,151 @@ let%expect_test "recip(x)" =
│ │ │
│ │ │
│ │ │
- │ -1.00e+2│* │
+ │ 0.00 │***************-**************-********** *************-****-********************* *****************│
├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │1.00e-1 5.00│
│ │ x │
└─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]
+let%expect_test "recip(x)" =
+ let%op f x = recip x in
+ let plot_box = plot_unop ~f ~x_min:0.1 ~x_max:5.0 () in
+ PrintBox_text.output Stdio.stdout plot_box;
+ [%expect
+ {|
+ ┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ 0.00│ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │f │ │
+ │( │ │
+ │x │ │
+ │) │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ 0.00│***************-**************-********** *************-****-********************* *****************│
+ ├─────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │1.00e-1 5.00│
+ │ │ x │
+ └─────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ |}]
+
let%expect_test "recip_sqrt(x)" =
let%op f x = recip_sqrt x in
let plot_box = plot_unop ~f ~x_min:0.1 ~x_max:5.0 () in
PrintBox_text.output Stdio.stdout plot_box;
+ [%expect
+ {|
+ ┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ 0.00│ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │f │ │
+ │( │ │
+ │x │ │
+ │) │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ 0.00│***************-**************-********** *************-****-********************* *****************│
+ ├─────┼───────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │1.00e-1 5.00│
+ │ │ x │
+ └─────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ |}]
+
+let%expect_test "tanh(x)" =
+ let%op f x = tanh x in
+ let plot_box = plot_unop ~f () in
+ PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 3.16 │# │
+ │ 1.17e-38│ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
│ │ │
- │ │ ## │
- │ │ ## │
- │ │ ####### │
- │ │ ### ############## ##### │
- │ │ ##### ############# #### ##################### #################│
- │ │- - - - - - -********** *************-****-********************* *****************│
- │ │ * ************** │
- │ │ **** │
- │ │ *** │
- │ │ * │
- │ │ * │
- │ │ * │
│ │ │
- │ │ * │
│ │ │
│ │ │
│f │ │
- │( │ * │
+ │( │ │
│x │ │
│) │ │
│ │ │
│ │ │
│ │ │
- │ │ * │
- │ │ │
- │ │ │
│ │ │
│ │ │
│ │ │
@@ -678,60 +728,10 @@ let%expect_test "recip_sqrt(x)" =
│ │ │
│ │ │
│ │ │
- │ -1.58e+1│* │
- ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │1.00e-1 5.00│
- │ │ x │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}]
-
-let%expect_test "tanh(x)" =
- let%op f x = tanh x in
- let plot_box = plot_unop ~f () in
- PrintBox_text.output Stdio.stdout plot_box;
- [%expect
- {|
- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 9.99e-1 │ #│
- │ │ ** * ############## #### ####### ### │
- │ │ * * #### │
- │ │ * * ## │
- │ │ * * # │
- │ │ * * ## │
- │ │ # │
- │ │ * * │
- │ │ * * │
- │ │ # │
- │ │ * # * │
- │ │ * * │
- │ │ # │
- │ │ * # * │
- │ │ * * │
- │ │ * # * │
- │ │ ** ** │
- │ │ ** # ** │
- │f │ ** ** │
- │( │ * ***** # ****** │
- │x │**** *** *** *** ********- - - - - - - - - - ******* **** *******-****│
- │) │ # │
│ │ │
- │ │ # │
│ │ │
- │ │ # │
│ │ │
- │ │ # │
- │ │ # │
- │ │ │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ ## │
- │ │ #### │
- │ -9.99e-1│#### ### ### ### ######## ###### │
+ │ 0.00 │**** *** *** *** ********-*************** ********-******************************* **** *******-****│
├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │-5.00 5.00│
│ │ 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 │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ ┌──────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ 2.41e+24 │ * │
+ │ │**** *** *** *** ********-****#********** ********-#****************************** **** *******-****│
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │f │ │
+ │( │ │
+ │x │ │
+ │) │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ -7.78e+33│ * │
+ ├──────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │-5.00 5.00│
+ │ │ x │
+ └──────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]
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/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/hello_world_op.ml.corrected
diff --git a/_build/default/test/hello_world_op.ml b/_build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/hello_world_op.ml.corrected
index 0cea005..bb939a3 100644
--- a/_build/default/test/hello_world_op.ml
+++ b/_build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/hello_world_op.ml.corrected
@@ -35,11 +35,11 @@ let%expect_test "Pointwise multiplication dims 1" =
{|
┌────────────────────┐
│[3]: *._y shape 0:1 │
- │┌┬─────────┐ │
- │││axis 0 │ │
- │├┼─────────┤ │
- │││ 1.40e+1 │ │
- │└┴─────────┘ │
+ │┌┬──────┐ │
+ │││axis 0│ │
+ │├┼──────┤ │
+ │││ 0.00 │ │
+ │└┴──────┘ │
└────────────────────┘
|}]
@@ -77,11 +77,11 @@ let%expect_test "Matrix multiplication dims 1x1" =
{|
┌───────────────────┐
│[6]: +_y shape 0:1 │
- │┌┬─────────┐ │
- │││axis 0 │ │
- │├┼─────────┤ │
- │││ 1.50e+1 │ │
- │└┴─────────┘ │
+ │┌┬──────┐ │
+ │││axis 0│ │
+ │├┼──────┤ │
+ │││ 1.00 │ │
+ │└┴──────┘ │
└───────────────────┘
|}]
@@ -480,14 +480,14 @@ let%expect_test "Matrix multiplication dims 2x3" =
Tensor.print ~with_code:false ~with_grad:false `Default @@ y;
[%expect
{|
- ┌──────────────────────────────┐
- │[6]: +_y shape 0:3 │
- │┌┬───────────────────────────┐│
- │││axis 0 ││
- │├┼───────────────────────────┤│
- │││ 3.90e+1 4.00e+1 4.10e+1 ││
- │└┴───────────────────────────┘│
- └──────────────────────────────┘
+ ┌─────────────────────────────────┐
+ │[6]: +_y shape 0:3 │
+ │┌┬──────────────────────────────┐│
+ │││axis 0 ││
+ │├┼──────────────────────────────┤│
+ │││ 2.07e+34 2.59e+34 3.11e+34 ││
+ │└┴──────────────────────────────┘│
+ └─────────────────────────────────┘
|}]
let%expect_test "Big matrix" =
@@ -566,14 +566,14 @@ let%expect_test "Big matrix" =
Tensor.print ~with_code:false ~with_grad:false `Default y;
[%expect
{|
- ┌────────────────────────────────────────────┐
- │[5]: + shape 0:21 │
- │┌┬─────────────────────────────────────────┐│
- │││axis 0 ││
- │├┼─────────────────────────────────────────┤│
- │││ 1.05e+2 1.06e+2 ... 1.24e+2 1.25e+2 ││
- │└┴─────────────────────────────────────────┘│
- └────────────────────────────────────────────┘
+ ┌───────────────────────────────────────────────┐
+ │[5]: + shape 0:21 │
+ │┌┬────────────────────────────────────────────┐│
+ │││axis 0 ││
+ │├┼────────────────────────────────────────────┤│
+ │││ -1.58e+29 2.32e-10 ... 4.42e-9 4.65e-9 ││
+ │└┴────────────────────────────────────────────┘│
+ └───────────────────────────────────────────────┘
|}]
let%expect_test "Very big tensor" =
@@ -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 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
└───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
@@ -734,17 +734,17 @@ let%expect_test "Very big tensor" =
(* Disable line wrapping for viewing the output. In VSCode: `View: Toggle Word Wrap`. *)
[%expect
{|
- ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │[6]: -_hoo shape 0:6|1:10,2:11 │
- │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
- ││ │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 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 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 ││
- │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
- └───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │[6]: -_hoo shape 0:6|1:10,2:11 │
+ │┌──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┐│
+ ││ │0 @ 0 │1 @ 0 │~~~~~ │4 @ 0 │5 @ 0 ││
+ ││ │axis 2 │axis 2 │axis 2│axis 2 │axis 2 ││
+ │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
+ ││axis 1│ 4.37e-1 -4.37e-1 ... -4.37e-1 -4.37e-1 │ 1.48e+38 -4.37e-1 ... 1.48e+38 1.48e+38 │ ... │ -4.37e-1 -4.37e-1 ... -4.37e-1 -4.37e-1 │ -4.37e-1 -4.37e-1 ... -4.37e-1 -4.37e-1 ││
+ ││ │ -4.37e-1 -4.37e-1 ... -4.37e-1 -4.37e-1 │ 1.48e+38 1.48e+38 ... 1.48e+38 -4.37e-1 │ │ -4.37e-1 1.48e+38 ... 1.48e+38 -4.37e-1 │ -4.37e-1 1.48e+38 ... 1.48e+38 -4.37e-1 ││
+ ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
+ ││ │ 1.48e+38 1.48e+38 ... 1.48e+38 1.48e+38 │ -4.37e-1 1.48e+38 ... 1.48e+38 -4.37e-1 │ │ -4.37e-1 -4.37e-1 ... -4.37e-1 1.48e+38 │ -4.37e-1 -4.37e-1 ... -4.37e-1 -4.37e-1 ││
+ ││ │ 1.48e+38 1.48e+38 ... 1.48e+38 1.48e+38 │ 1.48e+38 -4.37e-1 ... -4.37e-1 1.48e+38 │ │ -4.37e-1 -4.37e-1 ... -4.37e-1 -4.37e-1 │ -4.37e-1 -4.37e-1 ... -4.37e-1 -4.37e-1 ││
+ │└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│
+ └───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]
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/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/einsum_trivia.ml.corrected
diff --git a/_build/default/test/einsum_trivia.ml b/_build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/default/test/einsum_trivia.ml.corrected
index 162aa57..c4d1782 100644
--- a/_build/default/test/einsum_trivia.ml
+++ b/_build/.sandbox/ff21a6c360bbbc079cd7f3bc012e85e3/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 8.12e+2 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 1.8e+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...
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
@@ -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 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
└────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
@@ -1003,17 +1003,17 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" =
Tensor.print ~with_code:false ~with_grad:false `Default @@ ho4;
[%expect
{|
- ┌──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │[5]: =>_ho4 shape 0:5|2:7->1:3 │
- │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
- ││ │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 ││
- │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
- └──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ ┌──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │[5]: =>_ho4 shape 0:5|2:7->1:3 │
+ │┌──────┬─────────────────────────────────────────────────┬─────────────────────────────────────────────────┬─────────────────────────────────────────────────┬─────────────────────────────────────────────────┬─────────────────────────────────────────────────┐│
+ ││ │0 @ 0 │1 @ 0 │2 @ 0 │3 @ 0 │4 @ 0 ││
+ ││ │axis 2 │axis 2 │axis 2 │axis 2 │axis 2 ││
+ │├──────┼─────────────────────────────────────────────────┼─────────────────────────────────────────────────┼─────────────────────────────────────────────────┼─────────────────────────────────────────────────┼─────────────────────────────────────────────────┤│
+ ││axis 1│ -2.26e-32 -8.92e+9 ... -2.92e+14 -1.89e+15 │ -5.99e+6 -1.16e+10 ... -3.36e+14 -2.02e+15 │ -1.63e+7 -1.42e+10 ... -3.73e+14 -2.15e+15 │ -3.32e+7 -1.67e+10 ... -4.13e+14 -2.32e+15 │ -6.31e+7 -2.08e+10 ... -4.57e+14 -2.55e+15 ││
+ ││ │ -7.14e+28 -1.31e+29 ... -1.12e+30 -1.95e+30 │ -7.27e+28 -1.34e+29 ... -1.14e+30 -2.02e+30 │ -7.45e+28 -1.38e+29 ... -1.16e+30 -2.05e+30 │ -7.64e+28 -1.41e+29 ... -1.19e+30 -2.09e+30 │ -7.79e+28 -1.44e+29 ... -1.21e+30 -2.14e+30 ││
+ ││ │ -6.89e+36 -9.30e+36 ... -3.40e+37 -4.31e+37 │ -6.93e+36 -9.51e+36 ... -3.42e+37 -4.41e+37 │ -7.10e+36 -9.59e+36 ... -3.50e+37 -4.51e+37 │ -7.18e+36 -9.63e+36 ... -3.53e+37 -4.61e+37 │ -7.35e+36 -9.84e+36 ... -3.55e+37 -4.71e+37 ││
+ │└──────┴─────────────────────────────────────────────────┴─────────────────────────────────────────────────┴─────────────────────────────────────────────────┴─────────────────────────────────────────────────┴─────────────────────────────────────────────────┘│
+ └──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
let%op ho5 = hey ++ "...|...->...o => o" in
Train.forward_and_forget backend ctx ho5;
@@ -1036,14 +1036,14 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" =
Tensor.print ~with_code:false ~with_grad:false `Default @@ ho5;
[%expect
{|
- ┌───────────────────────────────────────┐
- │[6]: =>_ho5 shape 0:4 │
- │┌┬────────────────────────────────────┐│
- │││axis 0 ││
- │├┼────────────────────────────────────┤│
- │││ 4.20e+1 6.00e+1 7.80e+1 9.60e+1 ││
- │└┴────────────────────────────────────┘│
- └───────────────────────────────────────┘
+ ┌─────────────────────────────────────────────┐
+ │[6]: =>_ho5 shape 0:4 │
+ │┌┬──────────────────────────────────────────┐│
+ │││axis 0 ││
+ │├┼──────────────────────────────────────────┤│
+ │││ 2.40e+2 -2.03e-35 -1.74e-34 -7.22e-34 ││
+ │└┴──────────────────────────────────────────┘│
+ └─────────────────────────────────────────────┘
|}];
let hey3 = TDSL.range_of_shape ~output_dims:[ 3; 4 ] () in
let%op ho6 = hey3 ++ "...|...->...o => o" in
@@ -1065,14 +1065,14 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" =
Tensor.print ~with_code:false ~with_grad:false `Default @@ ho6;
[%expect
{|
- ┌───────────────────────────────────────┐
- │[8]: =>_ho6 shape 0:4 │
- │┌┬────────────────────────────────────┐│
- │││axis 0 ││
- │├┼────────────────────────────────────┤│
- │││ 1.20e+1 1.50e+1 1.80e+1 2.10e+1 ││
- │└┴────────────────────────────────────┘│
- └───────────────────────────────────────┘
+ ┌────────────────────────────────────────────┐
+ │[8]: =>_ho6 shape 0:4 │
+ │┌┬─────────────────────────────────────────┐│
+ │││axis 0 ││
+ │├┼─────────────────────────────────────────┤│
+ │││ -4.70e-38 -1.10e+1 -2.80e+1 -5.20e+1 ││
+ │└┴─────────────────────────────────────────┘│
+ └────────────────────────────────────────────┘
|}];
(* Broadcast with a shift. *)
let hey4 = TDSL.range_of_shape ~input_dims:[ 2 ] ~output_dims:[ 3; 4 ] () in
@@ -1164,16 +1164,16 @@ let%expect_test "einsum broadcast or sum out prefix axes" =
Tensor.print ~with_code:false ~with_grad:false `Default @@ c;
[%expect
{|
- ┌─────────────────────────────────────────────┐
- │[2]: ;=>_c shape 0:3|1:4 │
- │┌──────┬────────────────────────────────────┐│
- ││ │axis 1 ││
- │├──────┼────────────────────────────────────┤│
- ││axis 0│ 0.00 6.00 1.60e+1 3.00e+1 ││
- ││ │ 8.00e+1 1.10e+2 1.44e+2 1.82e+2 ││
- ││ │ 2.88e+2 3.42e+2 4.00e+2 4.62e+2 ││
- │└──────┴────────────────────────────────────┘│
- └─────────────────────────────────────────────┘
+ ┌────────────────────────────────────────────────────┐
+ │[2]: ;=>_c shape 0:3|1:4 │
+ │┌──────┬───────────────────────────────────────────┐│
+ ││ │axis 1 ││
+ │├──────┼───────────────────────────────────────────┤│
+ ││axis 0│ 0.00 -1.58e+29 0.00 1.31e+5 ││
+ ││ │ 1.08e-19 2.65e+36 -3.68e+19 3.35e+7 ││
+ ││ │ 1.08e-19 2.36e+21 -7.10e-15 -3.96e+28 ││
+ │└──────┴───────────────────────────────────────────┘│
+ └────────────────────────────────────────────────────┘
|}];
(* Broadcast with a shift. *)
let d = TDSL.range_of_shape ~input_dims:[ 2 ] ~output_dims:[ 3 ] () in
@@ -1211,21 +1211,21 @@ let%expect_test "einsum broadcast or sum out prefix axes" =
Tensor.print ~with_code:false ~with_grad:false `Default @@ f;
[%expect
{|
- ┌─────────────────────────────────────────────┐
- │[5]: ;=>_f shape 0:3,1:2,2:4 │
- │┌──────┬────────────────────────────────────┐│
- ││ │axis 2 ││
- │├──────┼────────────────────────────────────┤│
- ││0 @ 0 │ 0.00 0.00 0.00 0.00 ││
- ││axis 1│ 0.00 1.00 2.00 3.00 ││
- │├──────┼────────────────────────────────────┤│
- ││1 @ 0 │ 8.00 1.00e+1 1.20e+1 1.40e+1 ││
- ││axis 1│ 1.20e+1 1.50e+1 1.80e+1 2.10e+1 ││
- │├──────┼────────────────────────────────────┤│
- ││2 @ 0 │ 3.20e+1 3.60e+1 4.00e+1 4.40e+1 ││
- ││axis 1│ 4.00e+1 4.50e+1 5.00e+1 5.50e+1 ││
- │└──────┴────────────────────────────────────┘│
- └─────────────────────────────────────────────┘
+ ┌─────────────────────────────────────────────────────┐
+ │[5]: ;=>_f shape 0:3,1:2,2:4 │
+ │┌──────┬────────────────────────────────────────────┐│
+ ││ │axis 2 ││
+ │├──────┼────────────────────────────────────────────┤│
+ ││0 @ 0 │ 0.00 0.00 0.00 0.00 ││
+ ││axis 1│ 0.00 2.00 0.00 -3.68e+19 ││
+ │├──────┼────────────────────────────────────────────┤│
+ ││1 @ 0 │ 0.00 0.00 0.00 0.00 ││
+ ││axis 1│ 1.08e-19 7.10e-15 4.65e-10 3.05e-5 ││
+ │├──────┼────────────────────────────────────────────┤│
+ ││2 @ 0 │ -0.00 -3.85e-34 -2.52e-29 -1.65e-24 ││
+ ││axis 1│ -1.08e-19 -1.13e-13 -1.19e-7 -1.25e-1 ││
+ │└──────┴────────────────────────────────────────────┘│
+ └─────────────────────────────────────────────────────┘
|}]
let%expect_test "einsum1 fixed dim axis" =
@@ -1294,15 +1294,15 @@ let%expect_test "einsum1 fixed dim axis" =
Tensor.print ~with_code:false ~with_grad:false `Default @@ ho2;
[%expect
{|
- ┌────────────────────────────────────────────────────────────────┐
- │[2]: =>_ho2 shape 0:2|2:3->1:1 │
- │┌──────┬───────────────────────────┬───────────────────────────┐│
- ││ │0 @ 0 │1 @ 0 ││
- ││ │axis 2 │axis 2 ││
- │├──────┼───────────────────────────┼───────────────────────────┤│
- ││axis 1│ 1.80e+1 2.20e+1 2.60e+1 │ 6.60e+1 7.00e+1 7.40e+1 ││
- │└──────┴───────────────────────────┴───────────────────────────┘│
- └────────────────────────────────────────────────────────────────┘
+ ┌──────────────────────────────────────────────────────────────────────┐
+ │[2]: =>_ho2 shape 0:2|2:3->1:1 │
+ │┌──────┬──────────────────────────────┬──────────────────────────────┐│
+ ││ │0 @ 0 │1 @ 0 ││
+ ││ │axis 2 │axis 2 ││
+ │├──────┼──────────────────────────────┼──────────────────────────────┤│
+ ││axis 1│ -3.60e+1 9.40e-38 3.05e-37 │ 2.18e-35 2.85e-35 3.61e-35 ││
+ │└──────┴──────────────────────────────┴──────────────────────────────┘│
+ └──────────────────────────────────────────────────────────────────────┘
|}];
let hey2 = TDSL.range_of_shape ~input_dims:[ 2 ] ~output_dims:[ 3 ] () in
let%op ho3 = hey2 ++ "...|...->... => 0" in
@@ -1326,11 +1326,11 @@ let%expect_test "einsum1 fixed dim axis" =
{|
┌──────────────────────┐
│[4]: =>_ho3 shape 0:1 │
- │┌┬─────────┐ │
- │││axis 0 │ │
- │├┼─────────┤ │
- │││ 1.50e+1 │ │
- │└┴─────────┘ │
+ │┌┬──────┐ │
+ │││axis 0│ │
+ │├┼──────┤ │
+ │││ 7.00 │ │
+ │└┴──────┘ │
└──────────────────────┘
|}];
let%op ho4 = hey2 ++ "i->j => i0j" in
@@ -1402,16 +1402,16 @@ let%expect_test "einsum with fixed dim axes" =
Tensor.print ~with_code:false ~with_grad:false `Default @@ c;
[%expect
{|
- ┌─────────────────────────────────────────────┐
- │[2]: ;=>_c shape 0:3|1:4 │
- │┌──────┬────────────────────────────────────┐│
- ││ │axis 1 ││
- │├──────┼────────────────────────────────────┤│
- ││axis 0│ 0.00 5.00 1.20e+1 2.10e+1 ││
- ││ │ 4.80e+1 6.50e+1 8.40e+1 1.05e+2 ││
- ││ │ 1.60e+2 1.89e+2 2.20e+2 2.53e+2 ││
- │└──────┴────────────────────────────────────┘│
- └─────────────────────────────────────────────┘
+ ┌────────────────────────────────────────────────────┐
+ │[2]: ;=>_c shape 0:3|1:4 │
+ │┌──────┬───────────────────────────────────────────┐│
+ ││ │axis 1 ││
+ │├──────┼───────────────────────────────────────────┤│
+ ││axis 0│ 0.00 -4.65e-10 0.00 3.05e-5 ││
+ ││ │ -1.08e-19 -1.37e+11 3.85e-34 3.20e+1 ││
+ ││ │ -1.08e-19 -6.40e+1 -1.51e+23 1.23e-32 ││
+ │└──────┴───────────────────────────────────────────┘│
+ └────────────────────────────────────────────────────┘
|}]
let%expect_test "outer_sum simulating axis concatenation" =
@@ -1685,18 +1685,18 @@ let%expect_test "einsum with a leftmost input axis preserved as output axis" =
Tensor.print ~with_code:false ~with_grad:false `Default @@ c;
[%expect
{|
- ┌─────────────────────────────────────────────────────────────────┐
- │[2]: ;=>_c shape 0:3|1:4,2:2 │
- │┌──────┬──────────────────┬──────────────────┬──────────────────┐│
- ││ │0 @ 0 │1 @ 0 │2 @ 0 ││
- ││ │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 ││
- │└──────┴──────────────────┴──────────────────┴──────────────────┘│
- └─────────────────────────────────────────────────────────────────┘
+ ┌─────────────────────────────────────────────────────────────────────────────┐
+ │[2]: ;=>_c shape 0:3|1:4,2:2 includes neg. inf. │
+ │┌──────┬──────────────────────┬──────────────────────┬──────────────────────┐│
+ ││ │0 @ 0 │1 @ 0 │2 @ 0 ││
+ ││ │axis 2 │axis 2 │axis 2 ││
+ │├──────┼──────────────────────┼──────────────────────┼──────────────────────┤│
+ ││axis 1│ -2.00 -4.65e-10 │ -2.91e-11 3.85e-34 │ 4.93e-32 8.19e+3 ││
+ ││ │ -2.77e-17 4.23e-22 │ -4.00 -inf │ -1.52e-4 -1.21e+32 ││
+ ││ │ -4.05e+31 9.00e+15 │ -8.07e-28 -5.12e+2 │ 2.32e+26 6.93e-17 ││
+ ││ │ 1.16e-10 9.90e+27 │ 1.72e+18 -2.01e-28 │ -3.76e-37 1.73e-18 ││
+ │└──────┴──────────────────────┴──────────────────────┴──────────────────────┘│
+ └─────────────────────────────────────────────────────────────────────────────┘
|}]
let%expect_test "einsum permuting two leftmost input axes as output axes" =
@@ -1748,14 +1748,14 @@ let%expect_test "einsum permuting two leftmost input axes as output axes" =
Tensor.print ~with_code:false ~with_grad:false `Default @@ c;
[%expect
{|
- ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │[2]: ;=>_c shape 2:4->0:3,1:2 │
- │┌──────┬────────────────────────────────────┬────────────────────────────────────┬────────────────────────────────────┐│
- ││ │0 @ 0 │1 @ 0 │2 @ 0 ││
- ││ │axis 2 │axis 2 │axis 2 ││
- │├──────┼────────────────────────────────────┼────────────────────────────────────┼────────────────────────────────────┤│
- ││axis 1│ 0.00 2.00 4.00 6.00 │ 8.00 1.00e+1 1.20e+1 1.40e+1 │ 1.60e+1 1.80e+1 2.00e+1 2.20e+1 ││
- ││ │ 3.60e+1 3.90e+1 4.20e+1 4.50e+1 │ 4.80e+1 5.10e+1 5.40e+1 5.70e+1 │ 6.00e+1 6.30e+1 6.60e+1 6.90e+1 ││
- │└──────┴────────────────────────────────────┴────────────────────────────────────┴────────────────────────────────────┘│
- └───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ ┌──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │[2]: ;=>_c shape 2:4->0:3,1:2 │
+ │┌──────┬───────────────────────────────────────┬────────────────────────────────────────┬────────────────────────────────────────┐│
+ ││ │0 @ 0 │1 @ 0 │2 @ 0 ││
+ ││ │axis 2 │axis 2 │axis 2 ││
+ │├──────┼───────────────────────────────────────┼────────────────────────────────────────┼────────────────────────────────────────┤│
+ ││axis 1│ 0.00 0.00 0.00 0.00 │ 0.00 0.00 0.00 0.00 │ 0.00 0.00 0.00 0.00 ││
+ ││ │ 8.58e+9 2.19e+12 5.62e+14 1.44e+17 │ 3.68e+19 5.90e+20 9.44e+21 1.51e+23 │ 2.41e+24 3.86e+25 6.18e+26 9.90e+27 ││
+ │└──────┴───────────────────────────────────────┴────────────────────────────────────────┴────────────────────────────────────────┘│
+ └──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]
(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 80))))
@!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=0.200000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=120, lr=0.199750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=180, lr=0.199500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=240, lr=0.199250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=300, lr=0.199000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=360, lr=0.198750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=420, lr=0.198500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=480, lr=0.198250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=540, lr=0.198000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=600, lr=0.197750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=660, lr=0.197500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=720, lr=0.197250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=780, lr=0.197000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=840, lr=0.196750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=900, lr=0.196500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=960, lr=0.196250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=1020, lr=0.196000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=1080, lr=0.195750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=1140, lr=0.195500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=1200, lr=0.195250, batch loss=0.000000, epoch loss=0.000000
Epoch=0, step=1200, lr=0.195250, epoch loss=0.000000
Batch=59, step=1260, lr=0.195000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=1320, lr=0.194750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=1380, lr=0.194500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=1440, lr=0.194250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=1500, lr=0.194000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=1560, lr=0.193750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=1620, lr=0.193500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=1680, lr=0.193250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=1740, lr=0.193000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=1800, lr=0.192750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=1860, lr=0.192500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=1920, lr=0.192250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=1980, lr=0.192000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=2040, lr=0.191750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=2100, lr=0.191500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=2160, lr=0.191250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=2220, lr=0.191000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=2280, lr=0.190750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=2340, lr=0.190500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=2400, lr=0.190250, batch loss=0.000000, epoch loss=0.000000
Epoch=1, step=2400, lr=0.190250, epoch loss=0.000000
Batch=59, step=2460, lr=0.190000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=2520, lr=0.189750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=2580, lr=0.189500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=2640, lr=0.189250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=2700, lr=0.189000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=2760, lr=0.188750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=2820, lr=0.188500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=2880, lr=0.188250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=2940, lr=0.188000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=3000, lr=0.187750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=3060, lr=0.187500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=3120, lr=0.187250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=3180, lr=0.187000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=3240, lr=0.186750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=3300, lr=0.186500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=3360, lr=0.186250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=3420, lr=0.186000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=3480, lr=0.185750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=3540, lr=0.185500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=3600, lr=0.185250, batch loss=0.000000, epoch loss=0.000000
Epoch=2, step=3600, lr=0.185250, epoch loss=0.000000
Batch=59, step=3660, lr=0.185000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=3720, lr=0.184750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=3780, lr=0.184500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=3840, lr=0.184250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=3900, lr=0.184000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=3960, lr=0.183750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=4020, lr=0.183500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=4080, lr=0.183250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=4140, lr=0.183000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=4200, lr=0.182750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=4260, lr=0.182500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=4320, lr=0.182250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=4380, lr=0.182000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=4440, lr=0.181750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=4500, lr=0.181500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=4560, lr=0.181250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=4620, lr=0.181000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=4680, lr=0.180750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=4740, lr=0.180500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=4800, lr=0.180250, batch loss=0.000000, epoch loss=0.000000
Epoch=3, step=4800, lr=0.180250, epoch loss=0.000000
Batch=59, step=4860, lr=0.180000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=4920, lr=0.179750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=4980, lr=0.179500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=5040, lr=0.179250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=5100, lr=0.179000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=5160, lr=0.178750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=5220, lr=0.178500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=5280, lr=0.178250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=5340, lr=0.178000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=5400, lr=0.177750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=5460, lr=0.177500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=5520, lr=0.177250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=5580, lr=0.177000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=5640, lr=0.176750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=5700, lr=0.176500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=5760, lr=0.176250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=5820, lr=0.176000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=5880, lr=0.175750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=5940, lr=0.175500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=6000, lr=0.175250, batch loss=0.000000, epoch loss=0.000000
Epoch=4, step=6000, lr=0.175250, epoch loss=0.000000
Batch=59, step=6060, lr=0.175000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=6120, lr=0.174750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=6180, lr=0.174500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=6240, lr=0.174250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=6300, lr=0.174000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=6360, lr=0.173750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=6420, lr=0.173500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=6480, lr=0.173250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=6540, lr=0.173000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=6600, lr=0.172750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=6660, lr=0.172500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=6720, lr=0.172250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=6780, lr=0.172000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=6840, lr=0.171750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=6900, lr=0.171500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=6960, lr=0.171250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=7020, lr=0.171000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=7080, lr=0.170750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=7140, lr=0.170500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=7200, lr=0.170250, batch loss=0.000000, epoch loss=0.000000
Epoch=5, step=7200, lr=0.170250, epoch loss=0.000000
Batch=59, step=7260, lr=0.170000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=7320, lr=0.169750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=7380, lr=0.169500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=7440, lr=0.169250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=7500, lr=0.169000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=7560, lr=0.168750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=7620, lr=0.168500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=7680, lr=0.168250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=7740, lr=0.168000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=7800, lr=0.167750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=7860, lr=0.167500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=7920, lr=0.167250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=7980, lr=0.167000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=8040, lr=0.166750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=8100, lr=0.166500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=8160, lr=0.166250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=8220, lr=0.166000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=8280, lr=0.165750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=8340, lr=0.165500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=8400, lr=0.165250, batch loss=0.000000, epoch loss=0.000000
Epoch=6, step=8400, lr=0.165250, epoch loss=0.000000
Batch=59, step=8460, lr=0.165000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=8520, lr=0.164750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=8580, lr=0.164500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=8640, lr=0.164250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=8700, lr=0.164000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=8760, lr=0.163750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=8820, lr=0.163500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=8880, lr=0.163250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=8940, lr=0.163000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=9000, lr=0.162750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=9060, lr=0.162500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=9120, lr=0.162250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=9180, lr=0.162000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=9240, lr=0.161750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=9300, lr=0.161500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=9360, lr=0.161250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=9420, lr=0.161000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=9480, lr=0.160750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=9540, lr=0.160500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=9600, lr=0.160250, batch loss=0.000000, epoch loss=0.000000
Epoch=7, step=9600, lr=0.160250, epoch loss=0.000000
Batch=59, step=9660, lr=0.160000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=9720, lr=0.159750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=9780, lr=0.159500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=9840, lr=0.159250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=9900, lr=0.159000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=9960, lr=0.158750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=10020, lr=0.158500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=10080, lr=0.158250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=10140, lr=0.158000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=10200, lr=0.157750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=10260, lr=0.157500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=10320, lr=0.157250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=10380, lr=0.157000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=10440, lr=0.156750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=10500, lr=0.156500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=10560, lr=0.156250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=10620, lr=0.156000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=10680, lr=0.155750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=10740, lr=0.155500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=10800, lr=0.155250, batch loss=0.000000, epoch loss=0.000000
Epoch=8, step=10800, lr=0.155250, epoch loss=0.000000
Batch=59, step=10860, lr=0.155000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=10920, lr=0.154750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=10980, lr=0.154500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=11040, lr=0.154250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=11100, lr=0.154000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=11160, lr=0.153750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=11220, lr=0.153500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=11280, lr=0.153250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=11340, lr=0.153000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=11400, lr=0.152750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=11460, lr=0.152500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=11520, lr=0.152250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=11580, lr=0.152000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=11640, lr=0.151750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=11700, lr=0.151500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=11760, lr=0.151250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=11820, lr=0.151000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=11880, lr=0.150750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=11940, lr=0.150500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=12000, lr=0.150250, batch loss=0.000000, epoch loss=0.000000
Epoch=9, step=12000, lr=0.150250, epoch loss=0.000000
Batch=59, step=12060, lr=0.150000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=12120, lr=0.149750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=12180, lr=0.149500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=12240, lr=0.149250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=12300, lr=0.149000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=12360, lr=0.148750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=12420, lr=0.148500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=12480, lr=0.148250, batch loss=0.000000, eoch loss=0.000000
Batch=539, step=12540, lr=0.148000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=12600, lr=0.147750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=12660, lr=0.147500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=12720, lr=0.147250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=12780, lr=0.147000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=12840, lr=0.146750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=12900, lr=0.146500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=12960, lr=0.146250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=13020, lr=0.146000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=13080, lr=0.145750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=13140, lr=0.145500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=13200, lr=0.145250, batch loss=0.000000, epoch loss=0.000000
Epoch=10, step=13200, lr=0.145250, epoch loss=0.000000
Batch=59, step=13260, lr=0.145000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=13320, lr=0.144750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=13380, lr=0.144500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=13440, lr=0.144250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=13500, lr=0.144000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=13560, lr=0.143750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=13620, lr=0.143500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=13680, lr=0.143250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=13740, lr=0.143000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=13800, lr=0.142750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=13860, lr=0.142500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=13920, lr=0.142250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=13980, lr=0.142000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=14040, lr=0.141750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=14100, lr=0.141500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=14160, lr=0.141250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=14220, lr=0.141000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=14280, lr=0.140750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=14340, lr=0.140500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=14400, lr=0.140250, batch loss=0.000000, epoch loss=0.000000
Epoch=11, step=14400, lr=0.140250, epoch loss=0.000000
Batch=59, step=14460, lr=0.140000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=14520, lr=0.139750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=14580, lr=0.139500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=14640, lr=0.139250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=14700, lr=0.139000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=14760, lr=0.138750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=14820, lr=0.138500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=14880, lr=0.138250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=14940, lr=0.138000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=15000, lr=0.137750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=15060, lr=0.137500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=15120, lr=0.137250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=15180, lr=0.137000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=15240, lr=0.136750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=15300, lr=0.136500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=15360, lr=0.136250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=15420, lr=0.136000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=15480, lr=0.135750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=15540, lr=0.135500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=15600, lr=0.135250, batch loss=0.000000, epoch loss=0.000000
Epoch=12, step=15600, lr=0.135250, epoch loss=0.000000
Batch=59, step=15660, lr=0.135000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=15720, lr=0.134750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=15780, lr=0.134500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=15840, lr=0.134250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=15900, lr=0.134000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=15960, lr=0.133750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=16020, lr=0.133500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=16080, lr=0.133250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=16140, lr=0.133000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=16200, lr=0.132750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=16260, lr=0.132500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=16320, lr=0.132250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=16380, lr=0.132000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=16440, lr=0.131750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=16500, lr=0.131500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=16560, lr=0.131250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=16620, lr=0.131000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=16680, lr=0.130750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=16740, lr=0.130500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=16800, lr=0.130250, batch loss=0.000000, epoch loss=0.000000
Epoch=13, step=16800, lr=0.130250, epoch loss=0.000000
Batch=59, step=16860, lr=0.130000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=16920, lr=0.129750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=16980, lr=0.129500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=17040, lr=0.129250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=17100, lr=0.129000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=17160, lr=0.128750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=17220, lr=0.128500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=17280, lr=0.128250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=17340, lr=0.128000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=17400, lr=0.127750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=17460, lr=0.127500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=17520, lr=0.127250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=17580, lr=0.127000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=17640, lr=0.126750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=17700, lr=0.126500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=17760, lr=0.126250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=17820, lr=0.126000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=17880, lr=0.125750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=17940, lr=0.125500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=18000, lr=0.125250, batch loss=0.000000, epoch loss=0.000000
Epoch=14, step=18000, lr=0.125250, epoch loss=0.000000
Batch=59, step=18060, lr=0.125000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=18120, lr=0.124750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=18180, lr=0.124500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=18240, lr=0.124250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=18300, lr=0.124000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=18360, lr=0.123750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=18420, lr=0.123500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=18480, lr=0.123250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=18540, lr=0.123000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=18600, lr=0.122750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=18660, lr=0.122500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=18720, lr=0.122250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=18780, lr=0.122000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=18840, lr=0.121750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=18900, lr=0.121500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=18960, lr=0.121250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=19020, lr=0.121000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=19080, lr=0.120750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=19140, lr=0.120500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=19200, lr=0.120250, batch loss=0.000000, epoch loss=0.000000
Epoch=15, step=19200, lr=0.120250, epoch loss=0.000000
Batch=59, step=19260, lr=0.120000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=19320, lr=0.119750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=19380, lr=0.119500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=19440, lr=0.119250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=19500, lr=0.119000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=19560, lr=0.118750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=19620, lr=0.118500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=19680, lr=0.118250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=19740, lr=0.118000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=19800, lr=0.117750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=19860, lr=0.117500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=19920, lr=0.117250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=19980, lr=0.117000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=20040, lr=0.116750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=20100, lr=0.116500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=20160, lr=0.116250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=20220, lr=0.116000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=20280, lr=0.115750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=20340, lr=0.115500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=20400, lr=0.115250, batch loss=0.000000, epoch loss=0.000000
Epoch=16, step=20400, lr=0.115250, epoch loss=0.000000
Batch=59, step=20460, lr=0.115000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=20520, lr=0.114750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=20580, lr=0.114500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=20640, lr=0.114250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=20700, lr=0.114000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=20760, lr=0.113750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=20820, lr=0.113500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=20880, lr=0.113250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=20940, lr=0.113000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=21000, lr=0.112750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=21060, lr=0.112500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=21120, lr=0.112250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=21180, lr=0.112000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=21240, lr=0.111750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=21300, lr=0.111500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=21360, lr=0.111250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=21420, lr=0.111000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=21480, lr=0.110750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=21540, lr=0.110500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=21600, lr=0.110250, batch loss=0.000000, epoch loss=0.000000
Epoch=17, step=21600, lr=0.110250, epoch loss=0.000000
Batch=59, step=21660, lr=0.110000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=21720, lr=0.109750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=21780, lr=0.109500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=21840, lr=0.109250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=21900, lr=0.109000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=21960, lr=0.108750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=22020, lr=0.108500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=22080, lr=0.108250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=22140, lr=0.108000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=22200, lr=0.107750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=22260, lr=0.107500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=22320, lr=0.107250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=22380, lr=0.107000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=22440, lr=0.106750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=22500, lr=0.106500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=22560, lr=0.106250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=22620, lr=0.106000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=22680, lr=0.105750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=22740, lr=0.105500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=22800, lr=0.105250, batch loss=0.000000, epoch loss=0.000000
Epoch=18, step=22800, lr=0.105250, epoch loss=0.000000
Batch=59, step=22860, lr=0.105000, batch loss=0.000000, epoch loss=0.000000
Batch=119, step=22920, lr=0.104750, batch loss=0.000000, epoch loss=0.000000
Batch=179, step=22980, lr=0.104500, batch loss=0.000000, epoch loss=0.000000
Batch=239, step=23040, lr=0.104250, batch loss=0.000000, epoch loss=0.000000
Batch=299, step=23100, lr=0.104000, batch loss=0.000000, epoch loss=0.000000
Batch=359, step=23160, lr=0.103750, batch loss=0.000000, epoch loss=0.000000
Batch=419, step=23220, lr=0.103500, batch loss=0.000000, epoch loss=0.000000
Batch=479, step=23280, lr=0.103250, batch loss=0.000000, epoch loss=0.000000
Batch=539, step=23340, lr=0.103000, batch loss=0.000000, epoch loss=0.000000
Batch=599, step=23400, lr=0.102750, batch loss=0.000000, epoch loss=0.000000
Batch=659, step=23460, lr=0.102500, batch loss=0.000000, epoch loss=0.000000
Batch=719, step=23520, lr=0.102250, batch loss=0.000000, epoch loss=0.000000
Batch=779, step=23580, lr=0.102000, batch loss=0.000000, epoch loss=0.000000
Batch=839, step=23640, lr=0.101750, batch loss=0.000000, epoch loss=0.000000
Batch=899, step=23700, lr=0.101500, batch loss=0.000000, epoch loss=0.000000
Batch=959, step=23760, lr=0.101250, batch loss=0.000000, epoch loss=0.000000
Batch=1019, step=23820, lr=0.101000, batch loss=0.000000, epoch loss=0.000000
Batch=1079, step=23880, lr=0.100750, batch loss=0.000000, epoch loss=0.000000
Batch=1139, step=23940, lr=0.100500, batch loss=0.000000, epoch loss=0.000000
Batch=1199, step=24000, lr=0.100250, batch loss=0.000000, epoch loss=0.000000
Epoch=19, step=24000, lr=0.100250, epoch loss=0.000000
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
2025-05-30 21:20.28: Job failed: Failed: Build failed