2025-05-31 10:11.36: New job: test ahrefs/ocannl https://github.com/ahrefs/ocannl.git#refs/heads/master (d49bc965f5fe7c717cd2c17c3b7f5b0a883d11fb) (windows-amd64:windows-server-2022-amd64-5.3_opam-2.3)
Base: windows-server-2022-amd64-ocaml-5.3
Opam project build
To reproduce locally:
git clone --recursive "https://github.com/ahrefs/ocannl.git" -b "master" && cd "ocannl" && git reset --hard d49bc965
cat > Dockerfile <<'END-OF-DOCKERFILE'
FROM windows-server-2022-amd64-ocaml-5.3
# windows-server-2022-amd64-5.3_opam-2.3
USER 1000:1000
ENV CLICOLOR_FORCE="1"
ENV OPAMCOLOR="always"
RUN ln -f /usr/bin/opam-2.3 /usr/bin/opam
RUN opam init --reinit -ni
RUN uname -rs && opam exec -- ocaml -version && opam --version
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 /Users/opam/src/./
RUN opam pin add -yn neural_nets_lib.dev '/Users/opam/src/./' && \
opam pin add -yn arrayjit.dev '/Users/opam/src/./'
RUN echo '(lang dune 3.0)' > '/cygdrive/c/Users/opam/src/./dune-project'
ENV DEPS="angstrom.0.16.1 arch-x86_64.1 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-mingw-w64-gcc-x86_64.1 conf-mingw-w64-libffi-x86_64.1 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 flexdll.0.44 fmt.0.10.0 host-arch-x86_64.1 host-system-mingw.1 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mingw-w64-shims.0.2.0 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-env-mingw64.1 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 system-mingw.1 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 . /Users/opam/src
RUN cd /cygdrive/c/Users/opam/src && opam exec -- dune build @install @check @runtest && rm -rf _build
END-OF-DOCKERFILE
docker build .
END-REPRO-BLOCK
2025-05-31 10:11.36: Using cache hint "ahrefs/ocannl-windows-server-2022-amd64-ocaml-5.3-windows-server-2022-amd64-5.3_opam-2.3-b32ad51bb14c48a4c621be8a2018d18b"
2025-05-31 10:11.36: Using OBuilder spec:
((from windows-server-2022-amd64-ocaml-5.3)
(comment windows-server-2022-amd64-5.3_opam-2.3)
(user (uid 1000) (gid 1000))
(env CLICOLOR_FORCE 1)
(env OPAMCOLOR always)
(run (shell "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"))
(run (cache (opam-archives (target "c:\\Users\\opam\\AppData\\local\\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 /Users/opam/src/./))
(run (network host)
(shell "opam pin add -yn neural_nets_lib.dev '/Users/opam/src/./' && \
\nopam pin add -yn arrayjit.dev '/Users/opam/src/./'"))
(run (network host)
(shell "echo '(lang dune 3.0)' > '/cygdrive/c/Users/opam/src/./dune-project'"))
(env DEPS "angstrom.0.16.1 arch-x86_64.1 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-mingw-w64-gcc-x86_64.1 conf-mingw-w64-libffi-x86_64.1 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 flexdll.0.44 fmt.0.10.0 host-arch-x86_64.1 host-system-mingw.1 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mingw-w64-shims.0.2.0 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-env-mingw64.1 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 system-mingw.1 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 "c:\\Users\\opam\\AppData\\local\\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 "c:\\Users\\opam\\AppData\\local\\opam\\download-cache")))
(network host)
(shell "opam install $DEPS"))
(copy (src .) (dst /Users/opam/src))
(run (shell "cd /cygdrive/c/Users/opam/src && opam exec -- dune build @install @check @runtest && rm -rf _build"))
)
2025-05-31 10:11.36: Waiting for resource in pool OCluster
2025-05-31 10:11.36: Waiting for worker…
2025-05-31 10:11.36: Got resource from pool OCluster
Building on odawa
HEAD is now at 367ff3b Claude's third pass at adding BF16, FP8: proper conversions in pure C Claude decided to provide full definitions to inline rather than just headers for jitted C sources, for performance.
HEAD is now at d49bc96 Fixes #204 and #319: fix emulation of FP8, BF16 via single prec floats in Pure_C_config numerics
(from windows-server-2022-amd64-ocaml-5.3)
2025-05-31 10:11.37 ---> using "1d6ffeb5a52124df73b2e951323e99615c52ca4f9bdf0f65039be6146fabdaab" from cache
/: (comment windows-server-2022-amd64-5.3_opam-2.3)
/: (user (uid 1000) (gid 1000))
/: (env CLICOLOR_FORCE 1)
/: (env OPAMCOLOR always)
/: (run (shell "ln -f /usr/bin/opam-2.3 /usr/bin/opam"))
2025-05-31 10:11.37 ---> using "95d5d85ee56c2575e196f53fe7f940cc0731fb5c4485beb38b72a714de9d05bf" from cache
/: (run (shell "opam init --reinit -ni"))
No configuration file found, using built-in defaults.
<><> Unix support infrastructure ><><><><><><><><><><><><><><><><><><><><><><><>
opam and the OCaml ecosystem in general require various Unix tools in order to operate correctly. At present, this requires the installation of Cygwin to provide these tools.
How should opam obtain Unix tools?
> 1. Use tools found in PATH (Cygwin installation at C:\cygwin64)
2. Automatically create an internal Cygwin installation that will be managed by opam (recommended)
3. Use Cygwin installation found in C:\cygwin64
4. Use another existing Cygwin/MSYS2 installation
5. Abort initialisation
[1/2/3/4/5] 1
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.
<><> Updating repositories ><><><><><><><><><><><><><><><><><><><><><><><><><><>
[default] no changes from file://C:/Users/opam/opam-repository
2025-05-31 10:11.37 ---> using "53bae75d46d214e65b51daece9ef873c6c6a891e203ec3d98bbd26c30834d1e2" from cache
/: (run (shell "uname -rs && opam exec -- ocaml -version && opam --version"))
CYGWIN_NT-10.0-20348 3.5.5-1.x86_64
The OCaml toplevel, version 5.3.0
2.3.0
2025-05-31 10:11.37 ---> using "2b54922bf0d8d5ddbb1aea4afec4a959968c963bd87de7fe3038a742f957825c" from cache
/: (run (cache (opam-archives (target "c:\\Users\\opam\\AppData\\local\\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
f93eb7cb02..5d2fb3923b master -> origin/master
5d2fb3923b Merge pull request #27963 from mseri/base-ppxlib
<><> Updating package repositories ><><><><><><><><><><><><><><><><><><><><><><>
[default] synchronised from file://C:/Users/opam/opam-repository
The following actions will be performed:
=== recompile 7 packages
- recompile base-domains base [uses ocaml]
- recompile base-effects base [uses ocaml]
- recompile base-nnp base [uses base-domains]
- recompile ocaml 5.3.0 [uses ocaml-base-compiler]
- recompile ocaml-base-compiler 5.3.0 (pinned) [uses ocaml-compiler]
- recompile ocaml-compiler 5.3.0 [uses flexdll]
- recompile ocaml-config 3 [uses ocaml-base-compiler]
=== upgrade 1 package
- upgrade flexdll 0.43 to 0.44
<><> Processing actions <><><><><><><><><><><><><><><><><><><><><><><><><><><><>
-> retrieved ocaml-config.3 (cached)
-> retrieved flexdll.0.44 (cached)
-> removed base-effects.base
-> removed base-nnp.base
-> removed base-domains.base
-> removed ocaml.5.3.0
-> removed ocaml-config.3
-> removed ocaml-base-compiler.5.3.0
-> retrieved ocaml-compiler.5.3.0 (cached)
-> removed ocaml-compiler.5.3.0
-> removed flexdll.0.43
-> installed flexdll.0.44
-> installed ocaml-compiler.5.3.0
-> installed ocaml-base-compiler.5.3.0
-> installed ocaml-config.3
-> installed ocaml.5.3.0
-> installed base-domains.base
-> installed base-effects.base
-> installed base-nnp.base
Done.
# To update the current shell environment, run: eval $(opam env)
2025-05-31 10:11.37 ---> using "7ca806d0be4fc2df1eb6e083f56442f1761544b06ba54a1bdfc09b7be1ec464d" from cache
/: (copy (src neural_nets_lib.opam arrayjit.opam) (dst /Users/opam/src/./))
2025-05-31 10:11.37 ---> using "460567db3d130dfdbc1d238d79899345a6d03d85f640f49b2a09563994bd474b" from cache
/: (run (network host)
(shell "opam pin add -yn neural_nets_lib.dev '/Users/opam/src/./' && \
\nopam pin add -yn arrayjit.dev '/Users/opam/src/./'"))
[neural_nets_lib.dev] synchronised (file://C:/Users/opam/src/.)
neural_nets_lib is now pinned to file://C:/Users/opam/src/. (version dev)
[arrayjit.dev] synchronised (file://C:/Users/opam/src/.)
arrayjit is now pinned to file://C:/Users/opam/src/. (version dev)
2025-05-31 10:11.37 ---> using "42c729abcb309fbe7f6efa34db1756277061b0b0c2366e7e3799248439b4064a" from cache
/: (run (network host)
(shell "echo '(lang dune 3.0)' > '/cygdrive/c/Users/opam/src/./dune-project'"))
2025-05-31 10:11.37 ---> using "7cff8b6624fd921ab64e833b9cb2444073bdeed632d5befd05592a1b2ddc91f7" from cache
/: (env DEPS "angstrom.0.16.1 arch-x86_64.1 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-mingw-w64-gcc-x86_64.1 conf-mingw-w64-libffi-x86_64.1 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 flexdll.0.44 fmt.0.10.0 host-arch-x86_64.1 host-system-mingw.1 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mingw-w64-shims.0.2.0 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-env-mingw64.1 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 system-mingw.1 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 "c:\\Users\\opam\\AppData\\local\\opam\\download-cache")))
(network host)
(shell "opam update --depexts && opam install --cli=2.3 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS"))
<><> Synchronising pinned packages ><><><><><><><><><><><><><><><><><><><><><><>
[arrayjit.dev] synchronised (file://C:/Users/opam/src/.)
[neural_nets_lib.dev] synchronised (file://C:/Users/opam/src/.)
[NOTE] Package system-mingw is already installed (current version is 1).
[NOTE] Package ocaml-options-vanilla is already installed (current version is 1).
[NOTE] Package ocaml-env-mingw64 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 mingw-w64-shims is already installed (current version is 0.2.0).
[NOTE] Package host-system-mingw is already installed (current version is 1).
[NOTE] Package host-arch-x86_64 is already installed (current version is 1).
[NOTE] Package flexdll is already installed (current version is 0.44).
[NOTE] Package conf-mingw-w64-gcc-x86_64 is already installed (current version is 1).
[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).
[NOTE] Package arch-x86_64 is already installed (current version is 1).
The following system packages will first need to be installed:
mingw64-x86_64-libffi
<><> Handling external dependencies <><><><><><><><><><><><><><><><><><><><><><>
+ C:\Users\opam\AppData\Local\opam\.cygwin\setup-x86_64.exe "--root" "C:\\cygwin64" "--quiet-mode" "unattended" "--no-shortcuts" "--no-startmenu" "--no-desktop" "--no-admin" "--no-version-check" "--no-write-registry" "--packages" "mingw64-x86_64-libffi"
- Starting cygwin install, version 2.934
- User has backup/restore rights
- User has symlink creation right
- Current Directory: C:\Windows\system32
- root: C:\cygwin64 system
- Changing gid to Administrators
- Selected local directory: C:\Windows\system32
- net: Preconfig
- site: https://cygwin.mirror.constant.com/
- solving: 1 tasks, update: no, use test packages: no
- solving: 1 tasks, update: no, use test packages: no
- Augmented Transaction List:
- 0 install mingw64-x86_64-libffi 3.2.1-2
- Downloaded C:\Windows\system32/https%3a%2f%2fcygwin.mirror.constant.com%2f/noarch/release/mingw64-x86_64-libffi/mingw64-x86_64-libffi-3.2.1-2.tar.xz
- Extracting from file://C:\Windows\system32/https%3a%2f%2fcygwin.mirror.constant.com%2f/noarch/release/mingw64-x86_64-libffi/mingw64-x86_64-libffi-3.2.1-2.tar.xz
- running: C:\cygwin64\bin\dash.exe "/etc/postinstall/0p_000_autorebase.dash"
- running: C:\cygwin64\bin\dash.exe "/etc/postinstall/0p_update-info-dir.dash"
- running: C:\cygwin64\bin\dash.exe "/etc/postinstall/zp_man-db-update-index.dash"
- Ending cygwin install
- NOTE: you should run 'diskperf -y' to enable the disk statistics
- NOTE: you should run 'diskperf -y' to enable the disk statistics
2025-05-31 10:11.37 ---> using "82f06ea1d952405acd0900cb0169b2b4c416d36af440ae652d2c0f66bfeb792f" from cache
/: (run (cache (opam-archives (target "c:\\Users\\opam\\AppData\\local\\opam\\download-cache")))
(network host)
(shell "opam install $DEPS"))
[NOTE] Package system-mingw is already installed (current version is 1).
[NOTE] Package ocaml-options-vanilla is already installed (current version is 1).
[NOTE] Package ocaml-env-mingw64 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 mingw-w64-shims is already installed (current version is 0.2.0).
[NOTE] Package host-system-mingw is already installed (current version is 1).
[NOTE] Package host-arch-x86_64 is already installed (current version is 1).
[NOTE] Package flexdll is already installed (current version is 0.44).
[NOTE] Package conf-mingw-w64-gcc-x86_64 is already installed (current version is 1).
[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).
[NOTE] Package arch-x86_64 is already installed (current version is 1).
The following actions will be performed:
=== recompile 1 package
- recompile mingw-w64-shims 0.2.0
=== install 76 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-mingw-w64-libffi-x86_64 1
- 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 angstrom.0.16.1 (cached)
-> retrieved astring.0.8.5 (cached)
-> retrieved backoff.0.1.1 (cached)
-> retrieved bigarray-compat.1.1.0 (cached)
-> retrieved bigstringaf.0.10.0 (cached)
-> retrieved base.v0.17.2 (cached)
-> retrieved camlp-streams.5.0.1 (cached)
-> retrieved cmdliner.1.3.0 (cached)
-> retrieved cppo.1.8.0 (cached)
-> retrieved csexp.1.5.2 (cached)
-> 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)
-> installed conf-pkg-config.4
-> retrieved logs.0.8.0 (cached)
-> installed conf-mingw-w64-libffi-x86_64.1
-> retrieved mingw-w64-shims.0.2.0 (cached)
-> removed mingw-w64-shims.0.2.0
-> 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)
-> installed conf-libffi.2.0.0
-> installed mingw-w64-shims.0.2.0
-> retrieved ocaml_intrinsics_kernel.v0.17.1 (cached)
-> retrieved ocamlbuild.0.16.1 (cached)
-> retrieved ocamlfind.1.9.8 (cached)
-> retrieved dune.3.19.0, dune-configurator.3.19.0 (cached)
-> retrieved parsexp.v0.17.0 (cached)
-> retrieved ocaml-version.4.0.1 (https://github.com/ocurrent/ocaml-version/releases/download/v4.0.1/ocaml-version-4.0.1.tbz)
-> retrieved pprint.20230830 (cached)
-> retrieved ppx_assert.v0.17.0 (cached)
-> retrieved ppx_base.v0.17.0 (cached)
-> retrieved ppx_cold.v0.17.0 (cached)
-> retrieved ppx_compare.v0.17.0 (cached)
-> retrieved ppx_derivers.1.2.1 (cached)
-> retrieved ppx_deriving.6.0.3 (cached)
-> retrieved ppx_enumerate.v0.17.0 (cached)
-> retrieved ppx_expect.v0.17.2 (cached)
-> retrieved ppx_fields_conv.v0.17.0 (cached)
-> retrieved ppx_globalize.v0.17.0 (cached)
-> retrieved ppx_hash.v0.17.0 (cached)
-> retrieved ppx_here.v0.17.0 (cached)
-> retrieved ppx_inline_test.v0.17.0 (cached)
-> retrieved ppx_minidebug.2.2.0 (cached)
-> retrieved ppx_optcomp.v0.17.0 (cached)
-> retrieved ppx_sexp_conv.v0.17.0 (cached)
-> retrieved ppx_string.v0.17.0 (cached)
-> retrieved ppx_variants_conv.v0.17.0 (cached)
-> retrieved ppxlib_jane.v0.17.2 (cached)
-> retrieved ptime.1.2.0 (cached)
-> retrieved ppxlib.0.35.0 (cached)
-> retrieved printbox.0.12, printbox-ext-plot.0.12, printbox-html.0.12, printbox-md.0.12, printbox-text.0.12 (cached)
-> retrieved re.1.12.0 (cached)
-> retrieved seq.base (cached)
-> 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 uucp.16.0.0 (cached)
-> retrieved uutf.1.0.4 (cached)
-> retrieved variantslib.v0.17.0 (cached)
-> installed cmdliner.1.3.0
-> installed num.1.5-1
-> installed seq.base
[WARNING] .install file is missing .exe extension for src/findlib/ocamlfind
[WARNING] .install file is missing .exe extension for src/findlib/ocamlfind_opt
[WARNING] Automatically adding .exe to C:\Users\opam\AppData\Local\opam\5.3.0\.opam-switch\build\ocamlfind.1.9.8\src\findlib\ocamlfind.exe
[WARNING] Automatically adding .exe to C:\Users\opam\AppData\Local\opam\5.3.0\.opam-switch\build\ocamlfind.1.9.8\src\findlib\ocamlfind_opt.exe
[WARNING] C:\Users\opam\AppData\Local\opam\5.3.0\bin\safe_camlp4 is a script; the command won't be available
-> installed ocamlfind.1.9.8
-> installed ocamlbuild.0.16.1
-> installed topkg.1.0.8
-> installed uutf.1.0.4
-> installed astring.0.8.5
-> installed fmt.0.10.0
-> installed mtime.2.1.0
-> installed dune.3.19.0
-> installed ptime.1.2.0
-> installed backoff.0.1.1
-> installed bigarray-compat.1.1.0
-> installed csexp.1.5.2
-> installed jane-street-headers.v0.17.0
-> installed camlp-streams.5.0.1
-> installed cppo.1.8.0
-> installed logs.0.8.0
-> installed multicore-magic.2.3.1
-> installed ocaml-compiler-libs.v0.17.0
-> installed ocaml-syntax-shims.1.0.0
-> installed ocaml-version.4.0.1
-> installed ocaml_intrinsics_kernel.v0.17.1
-> installed pprint.20230830
-> installed ppx_derivers.1.2.1
-> installed printbox.0.12
-> installed re.1.12.0
-> installed result.1.5
-> installed saturn_lockfree.0.5.0
-> installed sexplib0.v0.17.0
-> installed stdlib-shims.0.3.0
-> installed thread-local-storage.0.2
-> installed dune-configurator.3.19.0
-> installed integers.0.7.0
-> installed parsexp.v0.17.0
-> installed tyxml.4.6.0
-> installed mdx.2.5.0
-> installed bigstringaf.0.10.0
-> installed printbox-html.0.12
-> installed sexplib.v0.17.0
-> installed angstrom.0.16.1
-> installed base.v0.17.2
-> installed uucp.16.0.0
-> installed fieldslib.v0.17.0
-> installed variantslib.v0.17.0
-> installed stdio.v0.17.0
-> installed printbox-text.0.12
-> installed printbox-md.0.12
-> installed ctypes.0.23.0
-> installed printbox-ext-plot.0.12
-> installed ppxlib.0.35.0
-> installed ctypes-foreign.0.23.0
-> installed ppx_optcomp.v0.17.0
-> installed ppxlib_jane.v0.17.2
-> installed ppx_cold.v0.17.0
-> installed ppx_here.v0.17.0
-> installed ppx_variants_conv.v0.17.0
-> installed ppx_fields_conv.v0.17.0
-> installed ppx_deriving.6.0.3
-> installed ppx_enumerate.v0.17.0
-> installed ppx_globalize.v0.17.0
-> installed ppx_compare.v0.17.0
-> installed ppx_sexp_conv.v0.17.0
-> installed ppx_hash.v0.17.0
-> installed ppx_assert.v0.17.0
-> installed ppx_minidebug.2.2.0
-> installed ppx_base.v0.17.0
-> installed jst-config.v0.17.0
-> installed 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)
2025-05-31 10:11.37 ---> using "7ac1d6170c8095bab3d5db18e1d710569e4d67c1e63c7ed1dc48789710d4cf54" from cache
/: (copy (src .) (dst /Users/opam/src))
2025-05-31 10:11.50 ---> saved as "13e514155c8a5f9434e83f0fc5f511f019f9818de9785c535b5a5b11dca1863d"
/: (run (shell "cd /cygdrive/c/Users/opam/src && 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 C:\Users\opam\src\_build\default\test\config\ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Wrote value of 'backend' to ocannl_backend.txt
(cd _build/default/test_ppx && .\test_ppx_op_expected.exe)
Welcome to OCANNL! Reading configuration defaults from C:\Users\opam\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.exe)
Welcome to OCANNL! Reading configuration defaults from C:\Users\opam\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/2eb9cbbd67815f1778619d7fa362aacc/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 C:\Users\opam\src\_build\.sandbox\2eb9cbbd67815f1778619d7fa362aacc\default\test\ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/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 C:\Users\opam\src\_build\.sandbox\2eb9cbbd67815f1778619d7fa362aacc\default\test\ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/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 C:\Users\opam\src\_build\.sandbox\2eb9cbbd67815f1778619d7fa362aacc\default\test\ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test && .tutorials.inline-tests\inline-test-runner.exe inline-test-runner tutorials -partition "Welcome to OCANNL! Reading configuration defaults from C:\Users\opam\src\_build\.sandbox\d8bd89520fbc851eb1cc3162ddade290\default\test\ocannl_config." -source-tree-root .. -diff-cmd -)
Welcome to OCANNL! Reading configuration defaults from C:\Users\opam\src\_build\.sandbox\2eb9cbbd67815f1778619d7fa362aacc\default\test\ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/dune", lines 30-40, characters 0-281:
30 | (rule
31 | (alias runtest)
32 | (target
33 | (dir log_files))
34 | (action
35 | (run
36 | %{dep:micrograd_demo_logging.exe}
37 | "--ocannl_debug_backend=text"
38 | "--ocannl_log_file_stem=micrograd_demo_logging"
39 | "--ocannl_log_main_domain_to_stdout=false"
40 | "--ocannl_debug_log_to_stream_files=true")))
(cd _build/default/test && .\micrograd_demo_logging.exe --ocannl_debug_backend=text --ocannl_log_file_stem=micrograd_demo_logging --ocannl_log_main_domain_to_stdout=false --ocannl_debug_log_to_stream_files=true)
Welcome to OCANNL! Reading configuration defaults from C:\Users\opam\src\_build\default\test\ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Retrieving commandline, environment, or config file variable ocannl_backend
Found multicore_cc, in the config file
Retrieving commandline, environment, or config file variable ocannl_cd_ident_style
Not found, using default heuristic
Retrieving commandline, environment, or config file variable ocannl_ll_ident_style
Not found, using default heuristic
Retrieving commandline, environment, or config file variable ocannl_prefer_backend_uniformity
Found true, in the config file
Retrieving commandline, environment, or config file variable ocannl_debug_log_to_stream_files
Found true, commandline --ocannl_debug_log_to_stream_files=true
Retrieving commandline, environment, or config file variable ocannl_cc_backend_optimization_level
Not found, using default 3
Retrieving commandline, environment, or config file variable ocannl_cc_backend_compiler_command
Not found, using default x86_64-w64-mingw32-gcc
Fatal error: exception File "src/printbox-text/PrintBox_text.ml", line 212, characters 6-12: Assertion failed
Raised at PrintBox_text.Output.Make_out.to_buf_aux_ in file "src/printbox-text/PrintBox_text.ml", line 212, characters 6-50
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 19-42
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41
Called from PrintBox_text.Output.Make_out.render in file "src/printbox-text/PrintBox_text.ml", line 242, characters 14-64
Called from PrintBox_text.output in file "src/printbox-text/PrintBox_text.ml", line 851, characters 2-31
Called from Minidebug_runtime.PrintBox.output_box in file "minidebug_runtime.ml", line 1527, characters 19-59
Called from Minidebug_runtime.PrintBox.close_log_impl.close_tree in file "minidebug_runtime.ml", line 1572, characters 6-38
Called from Backends.Add_buffer_retrieval_and_syncing.sync_routine in file "arrayjit/lib/backends.ml", lines 144-172, characters 31-82
Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 454-455, characters 4-92
Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 441-455, characters 23-92
Called from Dune__exe__Micrograd_demo_logging in file "test/micrograd_demo_logging.ml", line 34, characters 13-77
(cd _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/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 C:\Users\opam\src\_build\.sandbox\2eb9cbbd67815f1778619d7fa362aacc\default\test\ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/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 C:\Users\opam\src\_build\.sandbox\2eb9cbbd67815f1778619d7fa362aacc\default\test\ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/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 C:\Users\opam\src\_build\.sandbox\2eb9cbbd67815f1778619d7fa362aacc\default\test\ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/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 C:\Users\opam\src\_build\.sandbox\2eb9cbbd67815f1778619d7fa362aacc\default\test\ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/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 C:\Users\opam\src\_build\.sandbox\2eb9cbbd67815f1778619d7fa362aacc\default\test\ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/default/test && .\moons_demo_parallel_run.exe)
Welcome to OCANNL! Reading configuration defaults from C:\Users\opam\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 16))))
@!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 x86_64-w64-mingw32-gcc
Retrieving commandline, environment, or config file variable ocannl_never_capture_stdout
Not found, using default false
Batch=139, step=140, lr=0.198242, batch loss=0.384766, epoch loss=37.689453
Batch=279, step=280, lr=0.196289, batch loss=0.425781, epoch loss=41.484375
Batch=299, step=300, lr=0.195313, batch loss=0.251953, epoch loss=41.972656
Epoch=0, step=300, lr=0.195313, epoch loss=41.972656
Batch=139, step=440, lr=0.193359, batch loss=0.198242, epoch loss=2.540039
Batch=279, step=580, lr=0.191406, batch loss=0.281250, epoch loss=5.393555
Batch=299, step=600, lr=0.191406, batch loss=0.223633, epoch loss=5.840820
Epoch=1, step=600, lr=0.191406, epoch loss=5.840820
Batch=139, step=740, lr=0.189453, batch loss=0.189453, epoch loss=2.409180
Batch=279, step=880, lr=0.185547, batch loss=0.257813, epoch loss=5.130859
Batch=299, step=900, lr=0.185547, batch loss=0.188477, epoch loss=5.486328
Epoch=2, step=900, lr=0.185547, epoch loss=5.486328
Batch=139, step=1040, lr=0.183594, batch loss=0.187500, epoch loss=2.377930
Batch=279, step=1180, lr=0.181641, batch loss=0.259766, epoch loss=5.059570
Batch=299, step=1200, lr=0.180664, batch loss=0.195313, epoch loss=5.437500
Epoch=3, step=1200, lr=0.180664, epoch loss=5.437500
Batch=139, step=1340, lr=0.178711, batch loss=0.184570, epoch loss=2.337891
Batch=279, step=1480, lr=0.175781, batch loss=0.250000, epoch loss=4.920898
Batch=299, step=1500, lr=0.175781, batch loss=0.183594, epoch loss=5.269531
Epoch=4, step=1500, lr=0.175781, epoch loss=5.269531
Batch=139, step=1640, lr=0.173828, batch loss=0.179688, epoch loss=2.325195
Batch=279, step=1780, lr=0.170898, batch loss=0.246094, epoch loss=4.845703
Batch=299, step=1800, lr=0.170898, batch loss=0.177734, epoch loss=5.185547
Epoch=5, step=1800, lr=0.170898, epoch loss=5.185547
Batch=139, step=1940, lr=0.168945, batch loss=0.177734, epoch loss=2.227539
Batch=279, step=2080, lr=0.166992, batch loss=0.251953, epoch loss=4.880859
Batch=299, step=2100, lr=0.166016, batch loss=0.195313, epoch loss=5.274414
Epoch=6, step=2100, lr=0.166016, epoch loss=5.274414
Batch=139, step=2240, lr=0.163086, batch loss=0.173828, epoch loss=2.120117
Batch=279, step=2380, lr=0.161133, batch loss=0.230469, epoch loss=4.499023
Batch=299, step=2400, lr=0.160156, batch loss=0.166992, epoch loss=4.813477
Epoch=7, step=2400, lr=0.160156, epoch loss=4.813477
Batch=139, step=2540, lr=0.158203, batch loss=0.163086, epoch loss=2.068359
Batch=279, step=2680, lr=0.156250, batch loss=0.236328, epoch loss=4.478516
Batch=299, step=2700, lr=0.156250, batch loss=0.188477, epoch loss=4.857422
Epoch=8, step=2700, lr=0.156250, epoch loss=4.857422
Batch=139, step=2840, lr=0.154297, batch loss=0.150391, epoch loss=1.903320
Batch=279, step=2980, lr=0.151367, batch loss=0.231445, epoch loss=4.145508
Batch=299, step=3000, lr=0.150391, batch loss=0.169922, epoch loss=4.481445
Epoch=9, step=3000, lr=0.150391, epoch loss=4.481445
Batch=139, step=3140, lr=0.148438, batch loss=0.128906, epoch loss=1.619629
Batch=279, step=3280, lr=0.146484, batch loss=0.233398, epoch loss=3.693848
Batch=299, step=3300, lr=0.145508, batch loss=0.138672, epoch loss=3.951172
Epoch=10, step=3300, lr=0.145508, epoch loss=3.951172
Batch=139, step=3440, lr=0.143555, batch loss=0.112793, epoch loss=1.468262
Batch=279, step=3580, lr=0.140625, batch loss=0.133789, epoch loss=3.224121
Batch=299, step=3600, lr=0.140625, batch loss=0.126953, epoch loss=3.454590
Epoch=11, step=3600, lr=0.140625, epoch loss=3.454590
Batch=139, step=3740, lr=0.138672, batch loss=0.096191, epoch loss=1.121338
Batch=279, step=3880, lr=0.135742, batch loss=0.127930, epoch loss=2.839111
Batch=299, step=3900, lr=0.135742, batch loss=0.096191, epoch loss=3.034424
Epoch=12, step=3900, lr=0.135742, epoch loss=3.034424
Batch=139, step=4040, lr=0.133789, batch loss=0.116211, epoch loss=0.806885
Batch=279, step=4180, lr=0.131836, batch loss=0.084961, epoch loss=1.716309
Batch=299, step=4200, lr=0.130859, batch loss=0.035645, epoch loss=1.778564
Epoch=13, step=4200, lr=0.130859, epoch loss=1.778564
Batch=139, step=4340, lr=0.128906, batch loss=0.032227, epoch loss=0.673706
Batch=279, step=4480, lr=0.125977, batch loss=0.044189, epoch loss=1.253540
Batch=299, step=4500, lr=0.125977, batch loss=0.018311, epoch loss=1.287109
Epoch=14, step=4500, lr=0.125977, epoch loss=1.287109
Batch=139, step=4640, lr=0.123535, batch loss=0.014343, epoch loss=0.274902
Batch=279, step=4780, lr=0.121094, batch loss=0.022217, epoch loss=0.659424
Batch=299, step=4800, lr=0.120605, batch loss=0.011536, epoch loss=0.680237
Epoch=15, step=4800, lr=0.120605, epoch loss=0.680237
Batch=139, step=4940, lr=0.118652, batch loss=0.011658, epoch loss=0.245300
Batch=279, step=5080, lr=0.116211, batch loss=0.016357, epoch loss=0.437195
Batch=299, step=5100, lr=0.115723, batch loss=0.011353, epoch loss=0.457092
Epoch=16, step=5100, lr=0.115723, epoch loss=0.457092
Batch=139, step=5240, lr=0.113770, batch loss=0.008423, epoch loss=0.111588
Batch=279, step=5380, lr=0.111328, batch loss=0.013611, epoch loss=0.285080
Batch=299, step=5400, lr=0.110352, batch loss=0.008972, epoch loss=0.310165
Epoch=17, step=5400, lr=0.110352, epoch loss=0.310165
Batch=139, step=5540, lr=0.108398, batch loss=0.009521, epoch loss=0.104847
Batch=279, step=5680, lr=0.106445, batch loss=0.010742, epoch loss=0.255085
Batch=299, step=5700, lr=0.105957, batch loss=0.005463, epoch loss=0.266010
Epoch=18, step=5700, lr=0.105957, epoch loss=0.266010
Batch=139, step=5840, lr=0.103516, batch loss=0.006927, epoch loss=0.116419
Batch=279, step=5980, lr=0.101563, batch loss=0.010864, epoch loss=0.283973
Batch=299, step=6000, lr=0.101074, batch loss=0.008240, epoch loss=0.302955
Epoch=19, step=6000, lr=0.101074, epoch loss=0.302955
Half-moons scatterplot and decision boundary:
┌────────────────────────────────────────────────────────────────────────────────────────────────────┐
│*********************************#******************************************************************│
│***********************##*#######*###**####*********************************************************│
│*********************##########################*****************************************************│
│*****************#**########*######*################************************************************│
│***************#############*#######################************************************************│
│************######*#################*#################**********************************************│
│**********#*#####*########*#**************##*#########*#******************************************..│
│***********###########*#******************#*****########*#**************************************....│
│***********#######*###*************************############**********************************.......│
│********###########*********************************###**##*#******************************.........│
│*******######**##***********.......****************#*######*#****************************...........│
│*****#*##*##**##**********............**************##*########***********************..............│
│*****#######************.......%...%.%...**************#########*********************.............%.│
│******######**********..........%..........**************#*#####********************..........%.%.%.│
│***#########*********..........%%%.%%........***********#*#######******************..........%.%%%%%│
│****#######*********...........%%%%...........**********#########*****************...........%%.%%.%│
│**#######***********...........%%%%%%%.........************###*###***************............%%.%%%.│
│**#*####***********............%%%%%%%...........*********########*************..............%%%%%%.│
│*#######***********............%%%%%%%............**********#######***********...............%%%%%%.│
│*##*####**********.............%%.%%%%%.............*********####***********...............%.%%%%%%.│
│*#######**********..............%%%%%%%..............********##*##*#********.................%%%%%..│
│########**********..............%%%%%%%...............*******#######******.................%%%%%%%..│
│#######**********...............%%%%%%%.................*****#######*****..................%%%%%%%%.│
│###*#**#*********................%%%%%%%%................*****#######***...................%%%%%%...│
│#######*********.................%%%%%%%%..................**###*###**....................%%%%%%....│
│#######*********.................%%%%%%%%%..................*#*####**....................%%%%%%%%...│
│*#*####********...................%%%%%%%%%%.................*######.....................%%%%%%.....│
│#****##********....................%%.%%%%%%...................###*##.................%.%%%%%%%.....│
│**************.....................%.%%%%%%.....................**.....................%.%%.%%......│
│**************.......................%..%%%%%%%....................................%%%%%.%%%%.......│
│**************.........................%%%%.%%%%..................................%%%%%%%.%.%.......│
│*************...........................%..%%%%..%................................%%%%%%%%..........│
│*************............................%%%%%%%%%%%........................%%..%%%%%%%%.%..........│
│************.............................%%.%%%%%%%%..%.....................%.%%%.%%%%%%%...........│
│************................................%%%%.%%%%%%%%...............%.%%%%%%%%%%%%.%............│
│***********..................................%%%%%%.%%%%%%%%%%%%%%%.%%%%.%%%%%%%%%%%%%..............│
│***********...................................%%.%%%%%%%%%%%%%%%%%%%%%%.%%%%%%%%%%%%................│
│**********........................................%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%...................│
│**********........................................%..%%%.%%%%%%%%%%%%%%%%%%%%%......................│
│**********..............................................%...%%%%.%%.%%%%..%.........................│
└────────────────────────────────────────────────────────────────────────────────────────────────────┘Failed to delete directory log_files: (Sys_error "log_files\\micrograd_demo_logging-1.raw: Permission denied")
(cd _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/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 C:\Users\opam\src\_build\.sandbox\2eb9cbbd67815f1778619d7fa362aacc\default\test\ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/primitive_ops.ml", line 1, characters 0-0:
C:\cygwin64\bin\git.exe --no-pager diff --no-index --color=always -u --ignore-cr-at-eol _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/primitive_ops.ml _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/primitive_ops.ml.corrected
diff --git a/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/primitive_ops.ml b/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/primitive_ops.ml.corrected
index 71c4c28..395f014 100644
--- a/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/primitive_ops.ml
+++ b/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/primitive_ops.ml.corrected
@@ -177,8 +177,8 @@ let%expect_test "exp(x)" =
│ │ * │
│ │ │
│ │ * │
- │ │ * │
│ │ │
+ │ │ * │
│ │ * │
│f │ * │
│( │ * │
@@ -242,19 +242,19 @@ let%expect_test "log(x)" =
│ │ * │
│ │ * │
│ │ ** │
- │ │ ** #############│
- │ │ *** ################### #### │
+ │ │ ** ############│
+ │ │ *** ################### ##### │
│ │ ****** ######### #### ## │
│ │ ******** *****##### #### │
- │ │ ###### ## ***** ************* **** ********************* ******* │
- │ │- - - - ####### - - - - - - - - - - - - - **********│
+ │ │ ###### ## ***** ************* **** ********************* ***** │
+ │ │- - - - ####### - - - - - - - - - - - - - ************│
│ │ ### # │
│ │ #### │
│ │ ## │
│ │ ## │
│ │ ## │
│ │ # │
- │ -2.30 │# │
+ │ -2.29 │# │
├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │1.00e-1 5.00│
│ │ x │
@@ -299,8 +299,8 @@ let%expect_test "log2(x)" =
│ │ *** ################### #### │
│ │ ****** ######### #### ## │
│ │ ******** *****##### #### │
- │ │ ###### ## ***** ************* **** ********************* ******* │
- │ │- - - - ####### - - - - - - - - - - - - - **********│
+ │ │ ###### ## ***** ************* **** ********************* ******** │
+ │ │- - - - ####### - - - - - - - - - - - - - -*********│
│ │ ### # │
│ │ #### │
│ │ ## │
@@ -320,51 +320,51 @@ let%expect_test "sin(x)" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 9.99e-1 │ # │
- │ │#### ## *** ** ### ### │
- │ │ # ** ** # # │
- │ │ # * * # # │
- │ │ # # # │
- │ │ # * * # # │
- │ │ * * # │
- │ │ # * #* │
- │ │ # # # │
- │ │ * * │
- │ │ # * # * # │
- │ │ # # │
- │ │ # * * │
- │ │ # # # │
- │ │* * * *│
- │ │ # # # │
- │ │ * * * * │
- │ │ # # # │
- │f │ * * * * │
- │( │ # # # │
- │x │- * - - - - - - *- - - - - - * - - - - - -* │
- │) │ # # # │
- │ │ * * * * │
- │ │ # # # │
- │ │ * * * * │
- │ │ # # # │
- │ │ * * * * │
- │ │ # # # │
- │ │ * * * # * │
- │ │ # * # * │
- │ │ * # # # * │
- │ │ * * * * │
- │ │ # # # │
- │ │ * * # * #* │
- │ │ * * * * │
- │ │ * # # * # │
- │ │ * * # # * * # │
- │ │ * * # # * * # │
- │ │ ** * # # * ** # │
- │ -9.99e-1│ * ***** ####### **** * ## ####│
- ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │-5.00 5.00│
- │ │ x │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ ┌──────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ 1.00 │ # * # │
+ │ │#### ## ** ** ### ### │
+ │ │ # ** ** # # │
+ │ │ # * * # # │
+ │ │ # # # │
+ │ │ # * * # # │
+ │ │ * * # │
+ │ │ # * #* │
+ │ │ # # # │
+ │ │ * * │
+ │ │ # # # │
+ │ │ * # * # │
+ │ │ # * * │
+ │ │ # # # │
+ │ │* * * *│
+ │ │ # # # │
+ │ │ * * * * │
+ │ │ # # # │
+ │f │ * * * * │
+ │( │ # # # │
+ │x │- * - - - - - - *- - - - - - * - - - - - -* │
+ │) │ # # # │
+ │ │ * * * * │
+ │ │ # # # │
+ │ │ * * * * │
+ │ │ # # # │
+ │ │ * * * * │
+ │ │ # # # │
+ │ │ * * * # * │
+ │ │ # * # * │
+ │ │ * # # # * │
+ │ │ * * * * │
+ │ │ # * # * # │
+ │ │ * # #* │
+ │ │ * * * * │
+ │ │ * # # * # │
+ │ │ * * # # * * # │
+ │ │ * * # # * * # │
+ │ │ ** * # # * ** # │
+ │ -1.00│ * ***** ####### **** * ## ####│
+ ├──────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │-5.00 5.00│
+ │ │ x │
+ └──────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]
let%expect_test "cos(x)" =
@@ -373,51 +373,51 @@ let%expect_test "cos(x)" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 9.99e-1 │ * │
- │ │ *** *** ### ## ** ****│
- │ │ * * ## ## * │
- │ │ * * # # * │
- │ │ * * * │
- │ │ * * # # * │
- │ │ * # # │
- │ │ # * # * │
- │ │ * * * │
- │ │ # # │
- │ │ * # * # * │
- │ │ * * │
- │ │ # # * │
- │ │ * * * │
- │ │# # # #│
- │ │ * * * │
- │ │ # # # # │
- │ │ * * * │
- │f │ # # # # │
- │( │ * * * │
- │x │- # - - - - - - #- - - - - - # - - - - - -# │
- │) │ * * * │
- │ │ # # # # │
- │ │ * * * │
- │ │ # # # # │
- │ │ * * * │
- │ │ # # # # │
- │ │ * * * │
- │ │ # * # # # │
- │ │ # * # * │
- │ │ # * * * # │
- │ │ # # # # │
- │ │ * * * │
- │ │ #* # * # # │
- │ │ # # * # │
- │ │ * # * * # │
- │ │ * # # * * # # │
- │ │ * # # * * # # │
- │ │ * ## # * * # ## │
- │ -9.99e-1│**** ** # ##### ******* #### # │
- ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │-5.00 5.00│
- │ │ x │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ ┌──────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ 1.00 │ * # * │
+ │ │ *** *** ## ## ** ***│
+ │ │ * * ## ## * │
+ │ │ * * # # * │
+ │ │ * * * │
+ │ │ * * # # * │
+ │ │ * # # │
+ │ │ # * # * │
+ │ │ * * * │
+ │ │ # # │
+ │ │ * * * │
+ │ │ * # * # │
+ │ │ # # * │
+ │ │ * * * │
+ │ │# # # #│
+ │ │ * * * │
+ │ │ # # # # │
+ │ │ * * * │
+ │f │ # # # # │
+ │( │ * * * │
+ │x │- # - - - - - - #- - - - - - # - - - - - -# │
+ │) │ * * * │
+ │ │ # # # # │
+ │ │ * * * │
+ │ │ # # # # │
+ │ │ * * * │
+ │ │ # # # # │
+ │ │ * * * │
+ │ │ # * # # # │
+ │ │ # * # * │
+ │ │ # * * * # │
+ │ │ # # # # │
+ │ │ * # * # * │
+ │ │ #* * # │
+ │ │ # # * # │
+ │ │ * # * * # │
+ │ │ * # # * * # # │
+ │ │ * # # * * # # │
+ │ │ * ## # * * # ## │
+ │ -1.00│**** ** # ##### ******* #### # │
+ ├──────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │-5.00 5.00│
+ │ │ x │
+ └──────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]
let%expect_test "neg(x)" =
@@ -534,27 +534,27 @@ let%expect_test "sqrt(x)" =
{|
┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
│ 2.23│ #│
- │ │ ##### │
- │ │ ##### │
- │ │ #### │
- │ │ ## ## │
+ │ │ #### │
+ │ │ ###### │
+ │ │ ##### │
+ │ │ ## # │
│ │ ##### │
- │ │ #### │
- │ │ ##### │
+ │ │ ##### │
+ │ │ #### │
│ │ #### │
│ │ ## # │
│ │ # ## │
- │ │ ### │
- │ │* #### │
+ │ │ #### │
+ │ │* ### │
│ │ #### │
│ │ # # │
- │ │ ### │
- │ │ ### │
- │ │ * ### │
+ │ │ #### │
+ │ │ ### │
+ │ │ * ## │
│f │ ## │
│( │ ### │
- │x │ * ### │
- │) │ ## │
+ │x │ * ## │
+ │) │ ### │
│ │ * ## │
│ │ # ## │
│ │ * ## │
@@ -563,9 +563,9 @@ let%expect_test "sqrt(x)" =
│ │ *# │
│ │ # ** │
│ │ ## *** │
- │ │ # * * │
- │ │ # ***** │
- │ │ # ******** │
+ │ │ # * ** │
+ │ │ # ***** │
+ │ │ # ******* │
│ │ # * ********** │
│ │# * ************* **** │
│ │ * ********************* ************ │
@@ -639,23 +639,23 @@ let%expect_test "recip_sqrt(x)" =
[%expect
{|
┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 3.16 │# │
+ │ 3.15 │# │
│ │ │
│ │ ## │
│ │ ## │
│ │ ####### │
- │ │ ### ############## ##### │
- │ │ ##### ############# #### ##################### #################│
- │ │- - - - - - -********** *************-****-********************* *****************│
- │ │ * ************** │
- │ │ **** │
+ │ │ ### ############## #### │
+ │ │ ###### ############# #### ##################### #################│
+ │ │- - - - - - - ******** *************-****-********************* *****************│
+ │ │ * ************** ** │
+ │ │ ***** │
│ │ *** │
│ │ * │
│ │ * │
│ │ * │
│ │ │
- │ │ * │
│ │ │
+ │ │ * │
│ │ │
│f │ │
│( │ * │
@@ -678,7 +678,7 @@ let%expect_test "recip_sqrt(x)" =
│ │ │
│ │ │
│ │ │
- │ -1.58e+1│* │
+ │ -1.56e+1│* │
├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │1.00e-1 5.00│
│ │ x │
@@ -691,51 +691,51 @@ let%expect_test "tanh(x)" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 9.99e-1 │ #│
- │ │ ** * ############## #### ####### ### │
- │ │ * * #### │
- │ │ * * ## │
- │ │ * * # │
- │ │ * * ## │
- │ │ # │
- │ │ * * │
- │ │ * * │
- │ │ # │
- │ │ * # * │
- │ │ * * │
- │ │ # │
- │ │ * # * │
- │ │ * * │
- │ │ * # * │
- │ │ ** ** │
- │ │ ** # ** │
- │f │ ** ** │
- │( │ * ***** # ****** │
- │x │**** *** *** *** ********- - - - - - - - - - ******* **** *******-****│
- │) │ # │
- │ │ │
- │ │ # │
- │ │ │
- │ │ # │
- │ │ │
- │ │ # │
- │ │ # │
- │ │ │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ ## │
- │ │ #### │
- │ -9.99e-1│#### ### ### ### ######## ###### │
- ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │-5.00 5.00│
- │ │ x │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ ┌──────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ 1.00 │ ### ####### ####│
+ │ │ ** * ############## # │
+ │ │ * * #### │
+ │ │ * * ## │
+ │ │ * * # │
+ │ │ * * ## │
+ │ │ # │
+ │ │ * * │
+ │ │ * * │
+ │ │ # │
+ │ │ * # * │
+ │ │ * * │
+ │ │ # │
+ │ │ * # * │
+ │ │ * * │
+ │ │ * # * │
+ │ │ ** ** │
+ │ │ ** # ** │
+ │f │ *** *** │
+ │( │ * **** # ***** │
+ │x │**** *** *** *** ********- - - - - - - - - - ******* **** *******-****│
+ │) │ # │
+ │ │ │
+ │ │ # │
+ │ │ │
+ │ │ # │
+ │ │ │
+ │ │ # │
+ │ │ # │
+ │ │ │
+ │ │ # │
+ │ │ # │
+ │ │ # │
+ │ │ │
+ │ │ # │
+ │ │ ## │
+ │ │ # │
+ │ │ ## │
+ │ │ #### │
+ │ -1.00│#### ### ### ### ######## ###### │
+ ├──────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │-5.00 5.00│
+ │ │ x │
+ └──────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]
let%expect_test "where(x < 0, sin(x), cos(x))" =
@@ -744,49 +744,49 @@ let%expect_test "where(x < 0, sin(x), cos(x))" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 9.99e-1 │ # * │
- │ │#### ## *** ## ** ***│
- │ │ # ** ## * │
- │ │ # * # * │
- │ │ # * │
- │ │ # * # * │
- │ │ * # │
- │ │ # * # * │
- │ │ # * │
- │ │ * # │
- │ │ # * # * │
- │ │ │
- │ │ # * # * │
- │ │ # * │
- │ │* * # #│
- │ │ # * │
- │ │ * * # # │
- │ │ # * │
- │f │ * * # # │
- │( │ # * │
- │x │- * - - - - - - *- - - - - - # - - - - - -# │
- │) │ # * * │
- │ │ * * # # │
- │ │ # # * * │
- │ │ * * # # │
- │ │ # # * * │
- │ │ * * # # │
- │ │ # # * * │
- │ │ * * # # │
- │ │ # * # * # * │
- │ │ * # # * * # │
- │ │ * * # # │
- │ │ # # * * │
- │ │ * * # * # # │
- │ │ * * * # │
- │ │ * # # * * # │
- │ │ * * # # * * # # │
- │ │ * * # # * * # # │
- │ │ ** * # # * * # ## │
- │ -9.99e-1│ * ***** ####### ******* #### # │
- ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │-5.00 5.00│
- │ │ x │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ ┌──────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ 1.00 │ # * * │
+ │ │#### ## ** ## ** ***│
+ │ │ # ** ## * │
+ │ │ # * # * │
+ │ │ # * │
+ │ │ # * # * │
+ │ │ * # │
+ │ │ # * # * │
+ │ │ # * │
+ │ │ * # │
+ │ │ # * │
+ │ │ * # │
+ │ │ # * # * │
+ │ │ # * │
+ │ │* * # #│
+ │ │ # * │
+ │ │ * * # # │
+ │ │ # * │
+ │f │ * * # # │
+ │( │ # * │
+ │x │- * - - - - - - *- - - - - - # - - - - - -# │
+ │) │ # * * │
+ │ │ * * # # │
+ │ │ # # * * │
+ │ │ * * # # │
+ │ │ # # * * │
+ │ │ * * # # │
+ │ │ # # * * │
+ │ │ * * # # │
+ │ │ # * # * # * │
+ │ │ * # # * * # │
+ │ │ * * # # │
+ │ │ # * # * # * │
+ │ │ * # * # │
+ │ │ * * * # │
+ │ │ * # # * * # │
+ │ │ * * # # * * # # │
+ │ │ * * # # * * # # │
+ │ │ ** * # # * * # ## │
+ │ -1.00│ * ***** ####### ******* #### # │
+ ├──────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │-5.00 5.00│
+ │ │ x │
+ └──────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]
File "test/hello_world_op.ml", line 1, characters 0-0:
C:\cygwin64\bin\git.exe --no-pager diff --no-index --color=always -u --ignore-cr-at-eol _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/hello_world_op.ml _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/hello_world_op.ml.corrected
diff --git a/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/hello_world_op.ml b/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/hello_world_op.ml.corrected
index 0cea005..72e1505 100644
--- a/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/hello_world_op.ml
+++ b/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/hello_world_op.ml.corrected
@@ -604,45 +604,45 @@ let%expect_test "Very big tensor" =
││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││0 @ 1 │ 0.00 1.00 ... 7.00 8.00 │ 9.00 1.00e+1 ... 1.60e+1 1.70e+1 │ ... │ 5.40e+1 5.50e+1 ... 6.10e+1 6.20e+1 │ 6.30e+1 6.40e+1 ... 7.00e+1 7.10e+1 ││
- ││axis 2│ 5.04e+2 5.05e+2 ... 5.11e+2 5.12e+2 │ 5.13e+2 5.14e+2 ... 5.20e+2 5.21e+2 │ │ 5.58e+2 5.59e+2 ... 5.65e+2 5.66e+2 │ 5.67e+2 5.68e+2 ... 5.74e+2 5.75e+2 ││
+ ││axis 2│ 5.04e+2 5.04e+2 ... 5.12e+2 5.12e+2 │ 5.12e+2 5.12e+2 ... 5.20e+2 5.20e+2 │ │ 5.60e+2 5.60e+2 ... 5.64e+2 5.68e+2 │ 5.68e+2 5.68e+2 ... 5.76e+2 5.76e+2 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 4.53e+3 4.53e+3 ... 4.54e+3 4.54e+3 │ 4.54e+3 4.54e+3 ... 4.55e+3 4.55e+3 │ │ 4.59e+3 4.59e+3 ... 4.59e+3 4.59e+3 │ 4.59e+3 4.60e+3 ... 4.60e+3 4.60e+3 ││
- ││ │ 5.04e+3 5.04e+3 ... 5.04e+3 5.04e+3 │ 5.04e+3 5.05e+3 ... 5.05e+3 5.05e+3 │ │ 5.09e+3 5.09e+3 ... 5.10e+3 5.10e+3 │ 5.10e+3 5.10e+3 ... 5.11e+3 5.11e+3 ││
+ ││ │ 4.54e+3 4.54e+3 ... 4.54e+3 4.54e+3 │ 4.54e+3 4.54e+3 ... 4.54e+3 4.54e+3 │ │ 4.57e+3 4.57e+3 ... 4.60e+3 4.60e+3 │ 4.60e+3 4.60e+3 ... 4.60e+3 4.60e+3 ││
+ ││ │ 5.05e+3 5.05e+3 ... 5.05e+3 5.05e+3 │ 5.05e+3 5.05e+3 ... 5.05e+3 5.05e+3 │ │ 5.08e+3 5.08e+3 ... 5.08e+3 5.08e+3 │ 5.08e+3 5.12e+3 ... 5.12e+3 5.12e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││1 @ 1 │ 5.54e+3 5.54e+3 ... 5.55e+3 5.55e+3 │ 5.55e+3 5.55e+3 ... 5.56e+3 5.56e+3 │ ... │ 5.59e+3 5.59e+3 ... 5.60e+3 5.60e+3 │ 5.60e+3 5.60e+3 ... 5.61e+3 5.61e+3 ││
- ││axis 2│ 6.04e+3 6.04e+3 ... 6.05e+3 6.05e+3 │ 6.05e+3 6.05e+3 ... 6.06e+3 6.06e+3 │ │ 6.10e+3 6.10e+3 ... 6.10e+3 6.11e+3 │ 6.11e+3 6.11e+3 ... 6.11e+3 6.11e+3 ││
+ ││1 @ 1 │ 5.53e+3 5.53e+3 ... 5.53e+3 5.56e+3 │ 5.56e+3 5.56e+3 ... 5.56e+3 5.56e+3 │ ... │ 5.60e+3 5.60e+3 ... 5.60e+3 5.60e+3 │ 5.60e+3 5.60e+3 ... 5.60e+3 5.60e+3 ││
+ ││axis 2│ 6.04e+3 6.04e+3 ... 6.04e+3 6.04e+3 │ 6.04e+3 6.04e+3 ... 6.08e+3 6.08e+3 │ │ 6.11e+3 6.11e+3 ... 6.11e+3 6.11e+3 │ 6.11e+3 6.11e+3 ... 6.11e+3 6.11e+3 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 1.00e+4 1.00e+4 ... 1.00e+4 1.00e+4 │ 1.00e+4 1.00e+4 ... 1.00e+4 1.00e+4 │ │ 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 │ 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 ││
- ││ │ 1.05e+4 1.05e+4 ... 1.05e+4 1.05e+4 │ 1.05e+4 1.05e+4 ... 1.06e+4 1.06e+4 │ │ 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 │ 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 ││
+ ││ │ 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 │ 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 │ │ 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 │ 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 ││
+ ││ │ 1.05e+4 1.05e+4 ... 1.05e+4 1.06e+4 │ 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 │ │ 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 │ 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││~~~~~ │ ... │ ... │ ... │ ... │ ... ││
││axis 2│ │ │ │ │ ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││8 @ 1 │ 4.43e+4 4.43e+4 ... 4.43e+4 4.43e+4 │ 4.43e+4 4.43e+4 ... 4.43e+4 4.43e+4 │ ... │ 4.44e+4 4.44e+4 ... 4.44e+4 4.44e+4 │ 4.44e+4 4.44e+4 ... 4.44e+4 4.44e+4 ││
- ││axis 2│ 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 │ 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 │ │ 4.49e+4 4.49e+4 ... 4.49e+4 4.49e+4 │ 4.49e+4 4.49e+4 ... 4.49e+4 4.49e+4 ││
+ ││8 @ 1 │ 4.42e+4 4.42e+4 ... 4.42e+4 4.42e+4 │ 4.42e+4 4.42e+4 ... 4.42e+4 4.42e+4 │ ... │ 4.42e+4 4.42e+4 ... 4.42e+4 4.42e+4 │ 4.42e+4 4.45e+4 ... 4.45e+4 4.45e+4 ││
+ ││axis 2│ 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 │ 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 │ │ 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 │ 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 4.88e+4 4.88e+4 ... 4.88e+4 4.88e+4 │ 4.88e+4 4.88e+4 ... 4.89e+4 4.89e+4 │ │ 4.89e+4 4.89e+4 ... 4.89e+4 4.89e+4 │ 4.89e+4 4.89e+4 ... 4.89e+4 4.89e+4 ││
- ││ │ 4.93e+4 4.93e+4 ... 4.93e+4 4.94e+4 │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 │ │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 ││
+ ││ │ 4.88e+4 4.88e+4 ... 4.88e+4 4.88e+4 │ 4.88e+4 4.88e+4 ... 4.88e+4 4.88e+4 │ │ 4.88e+4 4.88e+4 ... 4.88e+4 4.88e+4 │ 4.88e+4 4.88e+4 ... 4.88e+4 4.88e+4 ││
+ ││ │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 │ │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││9 @ 1 │ 4.98e+4 4.98e+4 ... 4.99e+4 4.99e+4 │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 │ ... │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 ││
+ ││9 @ 1 │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 │ ... │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 ││
││axis 2│ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 │ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 │ │ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 │ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 │ 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 │ │ 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 │ 5.44e+4 5.44e+4 ... 5.45e+4 5.45e+4 ││
- ││ │ 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 │ 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 │ │ 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 │ 5.49e+4 5.50e+4 ... 5.50e+4 5.50e+4 ││
+ ││ │ 5.45e+4 5.45e+4 ... 5.45e+4 5.45e+4 │ 5.45e+4 5.45e+4 ... 5.45e+4 5.45e+4 │ │ 5.45e+4 5.45e+4 ... 5.45e+4 5.45e+4 │ 5.45e+4 5.45e+4 ... 5.45e+4 5.45e+4 ││
+ ││ │ 5.50e+4 5.50e+4 ... 5.50e+4 5.50e+4 │ 5.50e+4 5.50e+4 ... 5.50e+4 5.50e+4 │ │ 5.50e+4 5.50e+4 ... 5.50e+4 5.50e+4 │ 5.50e+4 5.50e+4 ... 5.50e+4 5.50e+4 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
││1 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││
││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││0 @ 1 │ 5.54e+4 5.54e+4 ... 5.54e+4 5.54e+4 │ 5.54e+4 5.54e+4 ... 5.54e+4 5.54e+4 │ ... │ 5.54e+4 5.54e+4 ... 5.55e+4 5.55e+4 │ 5.55e+4 5.55e+4 ... 5.55e+4 5.55e+4 ││
- ││axis 2│ 5.59e+4 5.59e+4 ... 5.59e+4 5.59e+4 │ 5.59e+4 5.59e+4 ... 5.59e+4 5.59e+4 │ │ 5.59e+4 5.59e+4 ... 5.60e+4 5.60e+4 │ 5.60e+4 5.60e+4 ... 5.60e+4 5.60e+4 ││
+ ││0 @ 1 │ 5.55e+4 5.55e+4 ... 5.55e+4 5.55e+4 │ 5.55e+4 5.55e+4 ... 5.55e+4 5.55e+4 │ ... │ 5.55e+4 5.55e+4 ... 5.55e+4 5.55e+4 │ 5.55e+4 5.55e+4 ... 5.55e+4 5.55e+4 ││
+ ││axis 2│ 5.60e+4 5.60e+4 ... 5.60e+4 5.60e+4 │ 5.60e+4 5.60e+4 ... 5.60e+4 5.60e+4 │ │ 5.60e+4 5.60e+4 ... 5.60e+4 5.60e+4 │ 5.60e+4 5.60e+4 ... 5.60e+4 5.60e+4 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 │ 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 │ │ 6.00e+4 6.00e+4 ... 6.00e+4 6.00e+4 │ 6.00e+4 6.00e+4 ... 6.00e+4 6.00e+4 ││
- ││ │ 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 │ 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 │ │ 6.05e+4 6.05e+4 ... 6.05e+4 6.05e+4 │ 6.05e+4 6.05e+4 ... 6.05e+4 6.05e+4 ││
+ ││ │ 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 │ 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 │ │ 5.99e+4 5.99e+4 ... 6.01e+4 6.01e+4 │ 6.01e+4 6.01e+4 ... 6.01e+4 6.01e+4 ││
+ ││ │ 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 │ 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 │ │ 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 │ 6.04e+4 6.04e+4 ... 6.06e+4 6.06e+4 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││1 @ 1 │ 6.09e+4 6.09e+4 ... 6.09e+4 6.09e+4 │ 6.09e+4 6.09e+4 ... 6.10e+4 6.10e+4 │ ... │ 6.10e+4 6.10e+4 ... 6.10e+4 6.10e+4 │ 6.10e+4 6.10e+4 ... 6.10e+4 6.10e+4 ││
- ││axis 2│ 6.14e+4 6.14e+4 ... 6.14e+4 6.14e+4 │ 6.14e+4 6.14e+4 ... 6.15e+4 6.15e+4 │ │ 6.15e+4 6.15e+4 ... 6.15e+4 6.15e+4 │ 6.15e+4 6.15e+4 ... 6.15e+4 6.15e+4 ││
+ ││1 @ 1 │ 6.09e+4 6.09e+4 ... 6.09e+4 6.09e+4 │ 6.09e+4 6.09e+4 ... 6.09e+4 6.09e+4 │ ... │ 6.09e+4 6.09e+4 ... 6.09e+4 6.09e+4 │ 6.09e+4 6.09e+4 ... 6.09e+4 6.09e+4 ││
+ ││axis 2│ 6.14e+4 6.14e+4 ... 6.14e+4 6.14e+4 │ 6.14e+4 6.14e+4 ... 6.14e+4 6.14e+4 │ │ 6.14e+4 6.14e+4 ... 6.14e+4 6.14e+4 │ 6.14e+4 6.14e+4 ... 6.14e+4 6.14e+4 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
││ │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 │ │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 ││
││ │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 │ │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 ││
@@ -650,7 +650,7 @@ let%expect_test "Very big tensor" =
││~~~~~ │ ... │ ... │ ... │ ... │ ... ││
││axis 2│ │ │ │ │ ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││8 @ 1 │ 9.97e+4 9.97e+4 ... 9.97e+4 9.98e+4 │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 │ ... │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 ││
+ ││8 @ 1 │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 │ ... │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 ││
││axis 2│ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 │ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 │ │ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 │ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
││ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 ││
@@ -659,7 +659,7 @@ let%expect_test "Very big tensor" =
││9 @ 1 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ ... │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 ││
││axis 2│ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 │ │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 ││
+ ││ │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 ││
││ │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
@@ -669,14 +669,14 @@ let%expect_test "Very big tensor" =
││4 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││
││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││0 @ 1 │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 │ ... │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 ││
+ ││0 @ 1 │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ ... │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 ││
││axis 2│ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
││ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 ││
- ││ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 ││
+ ││ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.27e+5 2.27e+5 │ │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││1 @ 1 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ ... │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ││
- ││axis 2│ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ││
+ ││axis 2│ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ │ 2.28e+5 2.28e+5 ... 2.28e+5 2.28e+5 │ 2.28e+5 2.28e+5 ... 2.28e+5 2.28e+5 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
││ │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 │ │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 ││
││ │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 │ │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 ││
@@ -688,9 +688,9 @@ let%expect_test "Very big tensor" =
││axis 2│ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
││ │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 ││
- ││ │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 ││
+ ││ │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││9 @ 1 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ ... │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 ││
+ ││9 @ 1 │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ ... │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 ││
││axis 2│ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
││ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 ││
@@ -701,32 +701,32 @@ let%expect_test "Very big tensor" =
││5 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││
││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││0 @ 1 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ ... │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 ││
- ││axis 2│ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 ││
+ ││0 @ 1 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ ... │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 ││
+ ││axis 2│ 2.78e+5 2.78e+5 ... 2.78e+5 2.78e+5 │ 2.78e+5 2.78e+5 ... 2.78e+5 2.78e+5 │ │ 2.78e+5 2.78e+5 ... 2.78e+5 2.78e+5 │ 2.78e+5 2.78e+5 ... 2.78e+5 2.78e+5 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 │ │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 ││
+ ││ │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ││
││ │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││1 @ 1 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ ... │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ││
- ││axis 2│ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 │ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 │ │ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 │ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 ││
+ ││axis 2│ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 ││
- ││ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 ││
+ ││ │ 2.86e+5 2.86e+5 ... 2.86e+5 2.86e+5 │ 2.86e+5 2.86e+5 ... 2.86e+5 2.86e+5 │ │ 2.86e+5 2.86e+5 ... 2.86e+5 2.86e+5 │ 2.86e+5 2.86e+5 ... 2.86e+5 2.86e+5 ││
+ ││ │ 2.88e+5 2.88e+5 ... 2.88e+5 2.88e+5 │ 2.88e+5 2.88e+5 ... 2.88e+5 2.88e+5 │ │ 2.88e+5 2.88e+5 ... 2.88e+5 2.88e+5 │ 2.88e+5 2.88e+5 ... 2.88e+5 2.88e+5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││~~~~~ │ ... │ ... │ ... │ ... │ ... ││
││axis 2│ │ │ │ │ ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││8 @ 1 │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ ... │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 ││
- ││axis 2│ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 │ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 │ │ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 │ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 ││
+ ││axis 2│ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 ││
- ││ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 ││
+ ││ │ 3.25e+5 3.25e+5 ... 3.25e+5 3.25e+5 │ 3.25e+5 3.25e+5 ... 3.25e+5 3.25e+5 │ │ 3.25e+5 3.25e+5 ... 3.25e+5 3.25e+5 │ 3.25e+5 3.25e+5 ... 3.25e+5 3.25e+5 ││
+ ││ │ 3.25e+5 3.25e+5 ... 3.25e+5 3.25e+5 │ 3.25e+5 3.25e+5 ... 3.25e+5 3.25e+5 │ │ 3.25e+5 3.25e+5 ... 3.25e+5 3.25e+5 │ 3.25e+5 3.27e+5 ... 3.27e+5 3.27e+5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││9 @ 1 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ ... │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 ││
││axis 2│ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
││ │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 ││
- ││ │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 │ │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 ││
+ ││ │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
└───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
@@ -740,11 +740,11 @@ let%expect_test "Very big tensor" =
││ │0 @ 0 │1 @ 0 │~~~~~ │4 @ 0 │5 @ 0 ││
││ │axis 2 │axis 2 │axis 2│axis 2 │axis 2 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││axis 1│ 2.53e+5 7.61e+5 ... 4.82e+6 5.33e+6 │ 5.61e+7 5.66e+7 ... 6.07e+7 6.12e+7 │ ... │ 2.23e+8 2.24e+8 ... 2.28e+8 2.28e+8 │ 2.79e+8 2.80e+8 ... 2.84e+8 2.84e+8 ││
- ││ │ 5.84e+6 6.34e+6 ... 1.04e+7 1.09e+7 │ 6.17e+7 6.22e+7 ... 6.62e+7 6.68e+7 │ │ 2.29e+8 2.29e+8 ... 2.33e+8 2.34e+8 │ 2.85e+8 2.85e+8 ... 2.89e+8 2.90e+8 ││
+ ││axis 1│ 2.59e+5 5.24e+5 ... 4.19e+6 4.19e+6 │ 3.35e+7 3.35e+7 ... 3.35e+7 3.35e+7 │ ... │ 1.34e+8 1.34e+8 ... 1.34e+8 1.34e+8 │ 2.68e+8 2.68e+8 ... 2.68e+8 2.68e+8 ││
+ ││ │ 4.19e+6 4.19e+6 ... 8.38e+6 8.38e+6 │ 3.35e+7 3.35e+7 ... 6.71e+7 6.71e+7 │ │ 1.34e+8 1.34e+8 ... 1.34e+8 1.34e+8 │ 2.68e+8 2.68e+8 ... 2.68e+8 2.68e+8 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 4.49e+7 4.54e+7 ... 4.95e+7 5.00e+7 │ 1.00e+8 1.01e+8 ... 1.05e+8 1.05e+8 │ │ 2.68e+8 2.69e+8 ... 2.73e+8 2.73e+8 │ 3.24e+8 3.24e+8 ... 3.28e+8 3.29e+8 ││
- ││ │ 5.05e+7 5.10e+7 ... 5.51e+7 5.56e+7 │ 1.06e+8 1.06e+8 ... 1.11e+8 1.11e+8 │ │ 2.74e+8 2.74e+8 ... 2.78e+8 2.79e+8 │ 3.29e+8 3.30e+8 ... 3.34e+8 3.35e+8 ││
+ ││ │ 3.35e+7 3.35e+7 ... 3.35e+7 3.35e+7 │ 6.71e+7 6.71e+7 ... 6.71e+7 6.71e+7 │ │ 2.68e+8 2.68e+8 ... 2.68e+8 2.68e+8 │ 2.68e+8 2.68e+8 ... 2.68e+8 2.68e+8 ││
+ ││ │ 3.35e+7 3.35e+7 ... 3.35e+7 3.35e+7 │ 6.71e+7 6.71e+7 ... 6.71e+7 6.71e+7 │ │ 2.68e+8 2.68e+8 ... 2.68e+8 2.68e+8 │ 2.68e+8 2.68e+8 ... 2.68e+8 2.68e+8 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
└───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]
File "test/zero2hero_1of7.ml", line 1, characters 0-0:
C:\cygwin64\bin\git.exe --no-pager diff --no-index --color=always -u --ignore-cr-at-eol _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/zero2hero_1of7.ml _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/zero2hero_1of7.ml.corrected
diff --git a/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/zero2hero_1of7.ml b/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/zero2hero_1of7.ml.corrected
index 13e90be..138e4eb 100644
--- a/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/zero2hero_1of7.ml
+++ b/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/zero2hero_1of7.ml.corrected
@@ -226,10 +226,10 @@ let%expect_test "Graph drawing fetch" =
│( │ # # ## │
│x │ ## # │
│) │ # # │
- │ │ # # ### **│
- │ │ ## # * **** │
+ │ │ # # ## **│
+ │ │ ## # # * **** │
│ │ # # ## * **** │
- │ │ ### ## * *** │
+ │ │ ### ## * **** │
│ │ # # # ##** ** │
│ │ #### # ###* * │
│ │ # #### # # ## # #### │
@@ -328,11 +328,11 @@ let%expect_test "Simple gradients hosted" =
#9 grad_+_d │#11 grad_f
-2.00 │ 4.00
#4 *._e │#6 c │
- -6.00 │ 1.02e+1 │
+ -6.00 │ 1.01e+1 │
#5 grad_*._e │#7 grad_c│
-2.00 │ -2.00 │
#0 a │#2 b │ │
- 1.40 │ -2.60 │ │
+ 1.39 │ -2.59 │ │
#1 grad_a│#3 grad_b│ │
6.00 │ -4.00 │ │
|}];
@@ -344,7 +344,7 @@ let%expect_test "Simple gradients hosted" =
[%expect
{|
#12 *._l
- -1.57e+1
+ -1.58e+1
#13 grad_*._l
1.00
#8 +_d │#10 f
@@ -352,13 +352,13 @@ let%expect_test "Simple gradients hosted" =
#9 grad_+_d │#11 grad_f
-2.40 │ 6.56
#4 *._e │#6 c │
- -3.64 │ 1.02e+1 │
+ -3.62 │ 1.01e+1 │
#5 grad_*._e │#7 grad_c│
-2.40 │ -2.40 │
#0 a │#2 b │ │
- 1.40 │ -2.60 │ │
+ 1.39 │ -2.59 │ │
#1 grad_a│#3 grad_b│ │
- 6.24 │ -3.36 │ │
+ 6.25 │ -3.35 │ │
|}]
let%expect_test "Simple gradients virtual" =
@@ -460,11 +460,11 @@ let%expect_test "Simple gradients virtual" =
#9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41
<void> │<void>
#4 *._e Virt/152 │#6 c │
- <void> │ 1.02e+1 │
+ <void> │ 1.01e+1 │
#5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│
<void> │<void> │
#0 a │#2 b │ │
- 1.40 │ -2.60 │ │
+ 1.39 │ -2.59 │ │
#1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │
<void> │<void> │ │
|}];
@@ -475,7 +475,7 @@ let%expect_test "Simple gradients virtual" =
[%expect
{|
#12 *._l
- -1.57e+1
+ -1.58e+1
#13 grad_*._l Virt/40
<void>
#8 +_d Local/46 │#10 f
@@ -483,11 +483,11 @@ let%expect_test "Simple gradients virtual" =
#9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41
<void> │<void>
#4 *._e Virt/152 │#6 c │
- <void> │ 1.02e+1 │
+ <void> │ 1.01e+1 │
#5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│
<void> │<void> │
#0 a │#2 b │ │
- 1.40 │ -2.60 │ │
+ 1.39 │ -2.59 │ │
#1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │
<void> │<void> │ │
|}]
@@ -512,11 +512,11 @@ let%expect_test "2D neuron hosted" =
[%expect
{|
#8 +_v
- 7.00e-1
+ 6.87e-1
#9 grad_+_v
1.00
#6 * │#0 b
- -6.00 │ 6.70
+ -6.00 │ 6.68
#7 grad_* │#1 grad_b
1.00 │ 1.00
#2 w │#4 x │
@@ -539,11 +539,11 @@ let%expect_test "2D neuron virtual" =
[%expect
{|
#8 +_v
- 7.00e-1
+ 6.87e-1
#9 grad_+_v Virt/40
<void>
#6 * Local/46 │#0 b
- <void> │ 6.70
+ <void> │ 6.68
#7 grad_* Virt/40 │#1 grad_b Local/46
<void> │<void>
#2 w │#4 x │
File "test/einsum_trivia.ml", line 1, characters 0-0:
C:\cygwin64\bin\git.exe --no-pager diff --no-index --color=always -u --ignore-cr-at-eol _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/einsum_trivia.ml _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/einsum_trivia.ml.corrected
diff --git a/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/einsum_trivia.ml b/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/einsum_trivia.ml.corrected
index 162aa57..ed9a15a 100644
--- a/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/einsum_trivia.ml
+++ b/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/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 1.08e+3 1.09e+3 1.09e+3 │ 1.09e+3 1.09e+3 1.09e+3 1.09e+3 1.09e+3 ││
+ ││ │ 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.10e+3 │ 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.11e+3 │ 1.11e+3 1.11e+3 1.11e+3 1.11e+3 1.11e+3 │ 1.11e+3 1.12e+3 1.12e+3 1.12e+3 1.12e+3 ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
││~~~~~ │ ... │ ... │ ... │ ... ││
││axis 3│ │ │ │ ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││4 @ 2 │ 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 │ 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 │ 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 │ 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 ││
- ││axis 3│ 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 │ 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 │ 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 │ 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 ││
+ ││4 @ 2 │ 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 │ 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 │ 1.40e+3 1.40e+3 1.40e+3 1.41e+3 1.41e+3 │ 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 ││
+ ││axis 3│ 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 │ 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.43e+3 │ 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 │ 1.43e+3 1.44e+3 1.44e+3 1.44e+3 1.44e+3 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 │ 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 │ 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 │ 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 ││
- ││ │ 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 │ 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 │ 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 │ 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 ││
+ ││ │ 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 │ 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.51e+3 │ 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 │ 1.51e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 ││
+ ││ │ 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 │ 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 │ 1.52e+3 1.52e+3 1.53e+3 1.53e+3 1.53e+3 │ 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 ││
│├──────┼────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││5 @ 2 │ 1.54e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 │ 1.54e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 │ 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 │ 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 ││
- ││axis 3│ 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 │ 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 │ 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 │ 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 ││
+ ││5 @ 2 │ 1.53e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 │ 1.54e+3 1.54e+3 1.54e+3 1.55e+3 1.55e+3 │ 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 │ 1.55e+3 1.55e+3 1.56e+3 1.56e+3 1.56e+3 ││
+ ││axis 3│ 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 │ 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 │ 1.56e+3 1.56e+3 1.56e+3 1.57e+3 1.57e+3 │ 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 │ 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 │ 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 │ 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 ││
- ││ │ 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 │ 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 │ 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 │ 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 ││
+ ││ │ 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 │ 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 │ 1.64e+3 1.64e+3 1.64e+3 1.65e+3 1.65e+3 │ 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 ││
+ ││ │ 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 │ 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.67e+3 │ 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 │ 1.67e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 ││
│└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│
├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│┌──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┐│
││2 @ 1 │0 @ 4 │1 @ 4 │2 @ 4 │3 @ 4 ││
││ │axis 5 │axis 5 │axis 5 │axis 5 ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││0 @ 2 │ 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 │ 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 │ 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 │ 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 ││
- ││axis 3│ 1.70e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 │ 1.70e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 │ 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 │ 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 ││
+ ││0 @ 2 │ 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 │ 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 │ 1.68e+3 1.68e+3 1.69e+3 1.69e+3 1.69e+3 │ 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 ││
+ ││axis 3│ 1.69e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 │ 1.70e+3 1.70e+3 1.70e+3 1.71e+3 1.71e+3 │ 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 │ 1.71e+3 1.71e+3 1.72e+3 1.72e+3 1.72e+3 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 1.78e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 │ 1.78e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 │ 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 │ 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 ││
- ││ │ 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 │ 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 │ 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 │ 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 ││
+ ││ │ 1.77e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 │ 1.78e+3 1.78e+3 1.78e+3 1.79e+3 1.79e+3 │ 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 │ 1.79e+3 1.79e+3 1.80e+3 1.80e+3 1.80e+3 ││
+ ││ │ 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 │ 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 │ 1.80e+3 1.80e+3 1.80e+3 1.81e+3 1.81e+3 │ 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││1 @ 2 │ 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 │ 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 │ 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 │ 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 ││
- ││axis 3│ 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 │ 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 │ 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 │ 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 ││
+ ││1 @ 2 │ 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 │ 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.83e+3 │ 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 │ 1.83e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 ││
+ ││axis 3│ 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 │ 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 │ 1.84e+3 1.84e+3 1.85e+3 1.85e+3 1.85e+3 │ 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 │ 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 │ 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 │ 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 ││
- ││ │ 1.94e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 │ 1.94e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 │ 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 │ 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 ││
+ ││ │ 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 │ 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 │ 1.92e+3 1.92e+3 1.93e+3 1.93e+3 1.93e+3 │ 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 ││
+ ││ │ 1.93e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 │ 1.94e+3 1.94e+3 1.94e+3 1.95e+3 1.95e+3 │ 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 │ 1.95e+3 1.95e+3 1.96e+3 1.96e+3 1.96e+3 ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
││~~~~~ │ ... │ ... │ ... │ ... ││
││axis 3│ │ │ │ ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││4 @ 2 │ 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 │ 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 │ 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 │ 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 ││
- ││axis 3│ 2.26e+3 2.26e+3 2.26e+3 2.26e+3 2.26e+3 │ 2.26e+3 2.26e+3 2.26e+3 2.26e+3 2.26e+3 │ 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 │ 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 ││
+ ││4 @ 2 │ 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 │ 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.25e+3 │ 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 │ 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 ││
+ ││axis 3│ 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.27e+3 │ 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 │ 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 │ 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 2.34e+3 2.34e+3 2.34e+3 2.34e+3 2.34e+3 │ 2.34e+3 2.34e+3 2.34e+3 2.34e+3 2.34e+3 │ 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 │ 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 ││
- ││ │ 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 │ 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 │ 2.37e+3 2.37e+3 2.37e+3 2.37e+3 2.37e+3 │ 2.37e+3 2.37e+3 2.37e+3 2.37e+3 2.37e+3 ││
+ ││ │ 2.33e+3 2.33e+3 2.33e+3 2.33e+3 2.33e+3 │ 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 │ 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 │ 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 ││
+ ││ │ 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 │ 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 │ 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 │ 2.36e+3 2.36e+3 2.38e+3 2.38e+3 2.38e+3 ││
│├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││5 @ 2 │ 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 │ 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 │ 2.39e+3 2.39e+3 2.39e+3 2.39e+3 2.39e+3 │ 2.39e+3 2.39e+3 2.39e+3 2.39e+3 2.39e+3 ││
- ││axis 3│ 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 │ 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 │ 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 │ 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 ││
+ ││5 @ 2 │ 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 │ 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 │ 2.38e+3 2.38e+3 2.40e+3 2.40e+3 2.40e+3 │ 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 ││
+ ││axis 3│ 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 │ 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.41e+3 │ 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 │ 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 ││
││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 │ 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 │ 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 │ 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 ││
- ││ │ 2.50e+3 2.50e+3 2.50e+3 2.50e+3 2.50e+3 │ 2.50e+3 2.50e+3 2.50e+3 2.50e+3 2.50e+3 │ 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 │ 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 ││
+ ││ │ 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 │ 2.48e+3 2.48e+3 2.48e+3 2.49e+3 2.49e+3 │ 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 │ 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 ││
+ ││ │ 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 │ 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 │ 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 │ 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 ││
│└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│
└────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
@@ -172,50 +172,50 @@ let%expect_test "einsum1 permute axes" =
││0 @ 1 │0 @ 4 │1 @ 4 ││
││ │axis 5 │axis 5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││0 @ 2 │ 0.00 1.40e+2 ... 5.60e+2 7.00e+2 │ 2.52e+3 2.66e+3 ... 3.08e+3 3.22e+3 ││
- ││axis 3│ 8.40e+2 9.80e+2 ... 1.40e+3 1.54e+3 │ 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ││
- ││ │ 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 │ 4.20e+3 4.34e+3 ... 4.76e+3 4.90e+3 ││
+ ││0 @ 2 │ 0.00 1.40e+2 ... 5.60e+2 7.00e+2 │ 2.52e+3 2.65e+3 ... 3.07e+3 3.21e+3 ││
+ ││axis 3│ 8.40e+2 9.80e+2 ... 1.40e+3 1.53e+3 │ 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ││
+ ││ │ 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 │ 4.19e+3 4.35e+3 ... 4.76e+3 4.89e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││1 @ 2 │ 1.00 1.41e+2 ... 5.61e+2 7.01e+2 │ 2.52e+3 2.66e+3 ... 3.08e+3 3.22e+3 ││
- ││axis 3│ 8.41e+2 9.81e+2 ... 1.40e+3 1.54e+3 │ 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ││
- ││ │ 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 │ 4.20e+3 4.34e+3 ... 4.76e+3 4.90e+3 ││
+ ││1 @ 2 │ 1.00 1.41e+2 ... 5.60e+2 7.00e+2 │ 2.52e+3 2.65e+3 ... 3.08e+3 3.21e+3 ││
+ ││axis 3│ 8.40e+2 9.80e+2 ... 1.40e+3 1.54e+3 │ 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ││
+ ││ │ 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 │ 4.19e+3 4.35e+3 ... 4.76e+3 4.89e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││2 @ 2 │ 2.00 1.42e+2 ... 5.62e+2 7.02e+2 │ 2.52e+3 2.66e+3 ... 3.08e+3 3.22e+3 ││
- ││axis 3│ 8.42e+2 9.82e+2 ... 1.40e+3 1.54e+3 │ 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ││
- ││ │ 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 │ 4.20e+3 4.34e+3 ... 4.76e+3 4.90e+3 ││
+ ││2 @ 2 │ 2.00 1.42e+2 ... 5.60e+2 7.04e+2 │ 2.52e+3 2.65e+3 ... 3.08e+3 3.21e+3 ││
+ ││axis 3│ 8.40e+2 9.84e+2 ... 1.40e+3 1.54e+3 │ 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ││
+ ││ │ 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 │ 4.19e+3 4.35e+3 ... 4.76e+3 4.89e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││3 @ 2 │ 3.00 1.43e+2 ... 5.63e+2 7.03e+2 │ 2.52e+3 2.66e+3 ... 3.08e+3 3.22e+3 ││
- ││axis 3│ 8.43e+2 9.83e+2 ... 1.40e+3 1.54e+3 │ 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ││
- ││ │ 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 │ 4.20e+3 4.34e+3 ... 4.76e+3 4.90e+3 ││
+ ││3 @ 2 │ 3.00 1.43e+2 ... 5.64e+2 7.04e+2 │ 2.52e+3 2.65e+3 ... 3.08e+3 3.21e+3 ││
+ ││axis 3│ 8.44e+2 9.84e+2 ... 1.40e+3 1.54e+3 │ 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ││
+ ││ │ 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 │ 4.19e+3 4.35e+3 ... 4.76e+3 4.89e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││4 @ 2 │ 4.00 1.44e+2 ... 5.64e+2 7.04e+2 │ 2.52e+3 2.66e+3 ... 3.08e+3 3.22e+3 ││
+ ││4 @ 2 │ 4.00 1.44e+2 ... 5.64e+2 7.04e+2 │ 2.52e+3 2.65e+3 ... 3.08e+3 3.23e+3 ││
││axis 3│ 8.44e+2 9.84e+2 ... 1.40e+3 1.54e+3 │ 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ││
- ││ │ 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 │ 4.20e+3 4.34e+3 ... 4.76e+3 4.90e+3 ││
+ ││ │ 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 │ 4.19e+3 4.35e+3 ... 4.76e+3 4.89e+3 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
├────────────────────────────────────────────────────────────────────────────────────────────┤
│┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
││1 @ 1 │0 @ 4 │1 @ 4 ││
││ │axis 5 │axis 5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││0 @ 2 │ 2.00e+1 1.60e+2 ... 5.80e+2 7.20e+2 │ 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ││
- ││axis 3│ 8.60e+2 1.00e+3 ... 1.42e+3 1.56e+3 │ 3.38e+3 3.52e+3 ... 3.94e+3 4.08e+3 ││
- ││ │ 1.70e+3 1.84e+3 ... 2.26e+3 2.40e+3 │ 4.22e+3 4.36e+3 ... 4.78e+3 4.92e+3 ││
+ ││0 @ 2 │ 2.00e+1 1.60e+2 ... 5.80e+2 7.20e+2 │ 2.54e+3 2.68e+3 ... 3.10e+3 3.23e+3 ││
+ ││axis 3│ 8.60e+2 1.00e+3 ... 1.42e+3 1.56e+3 │ 3.37e+3 3.52e+3 ... 3.93e+3 4.08e+3 ││
+ ││ │ 1.69e+3 1.84e+3 ... 2.25e+3 2.40e+3 │ 4.22e+3 4.35e+3 ... 4.76e+3 4.92e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││1 @ 2 │ 2.10e+1 1.61e+2 ... 5.81e+2 7.21e+2 │ 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ││
- ││axis 3│ 8.61e+2 1.00e+3 ... 1.42e+3 1.56e+3 │ 3.38e+3 3.52e+3 ... 3.94e+3 4.08e+3 ││
- ││ │ 1.70e+3 1.84e+3 ... 2.26e+3 2.40e+3 │ 4.22e+3 4.36e+3 ... 4.78e+3 4.92e+3 ││
+ ││1 @ 2 │ 2.10e+1 1.61e+2 ... 5.80e+2 7.20e+2 │ 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ││
+ ││axis 3│ 8.60e+2 1.00e+3 ... 1.42e+3 1.56e+3 │ 3.37e+3 3.52e+3 ... 3.93e+3 4.08e+3 ││
+ ││ │ 1.70e+3 1.84e+3 ... 2.25e+3 2.40e+3 │ 4.22e+3 4.35e+3 ... 4.76e+3 4.92e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││2 @ 2 │ 2.20e+1 1.62e+2 ... 5.82e+2 7.22e+2 │ 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ││
- ││axis 3│ 8.62e+2 1.00e+3 ... 1.42e+3 1.56e+3 │ 3.38e+3 3.52e+3 ... 3.94e+3 4.08e+3 ││
- ││ │ 1.70e+3 1.84e+3 ... 2.26e+3 2.40e+3 │ 4.22e+3 4.36e+3 ... 4.78e+3 4.92e+3 ││
+ ││2 @ 2 │ 2.20e+1 1.62e+2 ... 5.84e+2 7.20e+2 │ 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ││
+ ││axis 3│ 8.64e+2 1.00e+3 ... 1.42e+3 1.56e+3 │ 3.37e+3 3.52e+3 ... 3.93e+3 4.08e+3 ││
+ ││ │ 1.70e+3 1.84e+3 ... 2.25e+3 2.40e+3 │ 4.22e+3 4.35e+3 ... 4.76e+3 4.92e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││3 @ 2 │ 2.30e+1 1.63e+2 ... 5.83e+2 7.23e+2 │ 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ││
- ││axis 3│ 8.63e+2 1.00e+3 ... 1.42e+3 1.56e+3 │ 3.38e+3 3.52e+3 ... 3.94e+3 4.08e+3 ││
- ││ │ 1.70e+3 1.84e+3 ... 2.26e+3 2.40e+3 │ 4.22e+3 4.36e+3 ... 4.78e+3 4.92e+3 ││
+ ││3 @ 2 │ 2.30e+1 1.63e+2 ... 5.84e+2 7.24e+2 │ 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ││
+ ││axis 3│ 8.64e+2 1.00e+3 ... 1.42e+3 1.56e+3 │ 3.37e+3 3.52e+3 ... 3.93e+3 4.08e+3 ││
+ ││ │ 1.70e+3 1.84e+3 ... 2.25e+3 2.40e+3 │ 4.22e+3 4.35e+3 ... 4.76e+3 4.92e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││4 @ 2 │ 2.40e+1 1.64e+2 ... 5.84e+2 7.24e+2 │ 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ││
- ││axis 3│ 8.64e+2 1.00e+3 ... 1.42e+3 1.56e+3 │ 3.38e+3 3.52e+3 ... 3.94e+3 4.08e+3 ││
- ││ │ 1.70e+3 1.84e+3 ... 2.26e+3 2.40e+3 │ 4.22e+3 4.36e+3 ... 4.78e+3 4.92e+3 ││
+ ││axis 3│ 8.64e+2 1.00e+3 ... 1.42e+3 1.56e+3 │ 3.39e+3 3.52e+3 ... 3.93e+3 4.08e+3 ││
+ ││ │ 1.70e+3 1.84e+3 ... 2.27e+3 2.40e+3 │ 4.22e+3 4.35e+3 ... 4.80e+3 4.92e+3 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
├────────────────────────────────────────────────────────────────────────────────────────────┤
│ ... │
@@ -224,25 +224,25 @@ let%expect_test "einsum1 permute axes" =
││5 @ 1 │0 @ 4 │1 @ 4 ││
││ │axis 5 │axis 5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││0 @ 2 │ 1.00e+2 2.40e+2 ... 6.60e+2 8.00e+2 │ 2.62e+3 2.76e+3 ... 3.18e+3 3.32e+3 ││
...TRUNCATED BY DUNE...
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││4 @ 2 │ 5.60e+2 5.80e+2 ... 6.60e+2 6.80e+2 │ 5.65e+2 5.85e+2 ... 6.65e+2 6.85e+2 │ 5.70e+2 5.90e+2 ... 6.70e+2 6.90e+2 │ 5.75e+2 5.95e+2 ... 6.75e+2 6.95e+2 ││
- ││axis 3│ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 │ 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 ││
- ││ │ 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 │ 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 ││
+ ││4 @ 2 │ 5.60e+2 5.80e+2 ... 6.60e+2 6.80e+2 │ 5.64e+2 5.84e+2 ... 6.64e+2 6.84e+2 │ 5.68e+2 5.92e+2 ... 6.72e+2 6.88e+2 │ 5.76e+2 5.96e+2 ... 6.76e+2 6.96e+2 ││
+ ││axis 3│ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.40e+3 1.43e+3 ... 1.51e+3 1.52e+3 │ 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 ││
+ ││ │ 2.24e+3 2.25e+3 ... 2.33e+3 2.36e+3 │ 2.24e+3 2.27e+3 ... 2.35e+3 2.36e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.36e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.36e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││5 @ 2 │ 7.00e+2 7.20e+2 ... 8.00e+2 8.20e+2 │ 7.05e+2 7.25e+2 ... 8.05e+2 8.25e+2 │ 7.10e+2 7.30e+2 ... 8.10e+2 8.30e+2 │ 7.15e+2 7.35e+2 ... 8.15e+2 8.35e+2 ││
- ││axis 3│ 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 │ 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 ││
- ││ │ 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 │ 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 │ 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 │ 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 ││
+ ││5 @ 2 │ 7.00e+2 7.20e+2 ... 8.00e+2 8.20e+2 │ 7.04e+2 7.24e+2 ... 8.04e+2 8.24e+2 │ 7.12e+2 7.28e+2 ... 8.08e+2 8.32e+2 │ 7.16e+2 7.36e+2 ... 8.16e+2 8.36e+2 ││
+ ││axis 3│ 1.53e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.55e+3 1.56e+3 ... 1.64e+3 1.67e+3 │ 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 ││
+ ││ │ 2.38e+3 2.40e+3 ... 2.48e+3 2.49e+3 │ 2.38e+3 2.40e+3 ... 2.48e+3 2.51e+3 │ 2.38e+3 2.41e+3 ... 2.49e+3 2.51e+3 │ 2.40e+3 2.41e+3 ... 2.49e+3 2.51e+3 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
@@ -905,23 +905,23 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" =
││ │axis 5 │axis 5 │axis 5 │axis 5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││0 @ 2 │ 1.00 2.10e+1 ... 1.01e+2 1.21e+2 │ 6.00 2.60e+1 ... 1.06e+2 1.26e+2 │ 1.10e+1 3.10e+1 ... 1.11e+2 1.31e+2 │ 1.60e+1 3.60e+1 ... 1.16e+2 1.36e+2 ││
- ││axis 3│ 8.41e+2 8.61e+2 ... 9.41e+2 9.61e+2 │ 8.46e+2 8.66e+2 ... 9.46e+2 9.66e+2 │ 8.51e+2 8.71e+2 ... 9.51e+2 9.71e+2 │ 8.56e+2 8.76e+2 ... 9.56e+2 9.76e+2 ││
- ││ │ 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 │ 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 │ 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 │ 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 ││
+ ││axis 3│ 8.40e+2 8.60e+2 ... 9.40e+2 9.60e+2 │ 8.48e+2 8.64e+2 ... 9.44e+2 9.68e+2 │ 8.52e+2 8.72e+2 ... 9.52e+2 9.72e+2 │ 8.56e+2 8.76e+2 ... 9.56e+2 9.76e+2 ││
+ ││ │ 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 │ 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 │ 1.68e+3 1.71e+3 ... 1.79e+3 1.80e+3 │ 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││1 @ 2 │ 1.41e+2 1.61e+2 ... 2.41e+2 2.61e+2 │ 1.46e+2 1.66e+2 ... 2.46e+2 2.66e+2 │ 1.51e+2 1.71e+2 ... 2.51e+2 2.71e+2 │ 1.56e+2 1.76e+2 ... 2.56e+2 2.76e+2 ││
- ││axis 3│ 9.81e+2 1.00e+3 ... 1.08e+3 1.10e+3 │ 9.86e+2 1.00e+3 ... 1.08e+3 1.10e+3 │ 9.91e+2 1.01e+3 ... 1.09e+3 1.11e+3 │ 9.96e+2 1.01e+3 ... 1.09e+3 1.11e+3 ││
- ││ │ 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 │ 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 │ 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 │ 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 ││
+ ││1 @ 2 │ 1.41e+2 1.61e+2 ... 2.41e+2 2.60e+2 │ 1.46e+2 1.66e+2 ... 2.46e+2 2.66e+2 │ 1.51e+2 1.71e+2 ... 2.51e+2 2.72e+2 │ 1.56e+2 1.76e+2 ... 2.56e+2 2.76e+2 ││
+ ││axis 3│ 9.80e+2 1.00e+3 ... 1.08e+3 1.10e+3 │ 9.84e+2 1.00e+3 ... 1.08e+3 1.10e+3 │ 9.92e+2 1.01e+3 ... 1.08e+3 1.11e+3 │ 9.96e+2 1.01e+3 ... 1.09e+3 1.12e+3 ││
+ ││ │ 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 │ 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 │ 1.83e+3 1.84e+3 ... 1.92e+3 1.95e+3 │ 1.84e+3 1.85e+3 ... 1.93e+3 1.95e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││~~~~~ │ ... │ ... │ ... │ ... ││
││axis 3│ │ │ │ ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││4 @ 2 │ 5.61e+2 5.81e+2 ... 6.61e+2 6.81e+2 │ 5.66e+2 5.86e+2 ... 6.66e+2 6.86e+2 │ 5.71e+2 5.91e+2 ... 6.71e+2 6.91e+2 │ 5.76e+2 5.96e+2 ... 6.76e+2 6.96e+2 ││
- ││axis 3│ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 │ 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 ││
- ││ │ 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 │ 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 ││
+ ││4 @ 2 │ 5.60e+2 5.80e+2 ... 6.60e+2 6.80e+2 │ 5.68e+2 5.84e+2 ... 6.64e+2 6.88e+2 │ 5.72e+2 5.92e+2 ... 6.72e+2 6.92e+2 │ 5.76e+2 5.96e+2 ... 6.76e+2 6.96e+2 ││
+ ││axis 3│ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.40e+3 1.43e+3 ... 1.51e+3 1.52e+3 │ 1.41e+3 1.44e+3 ... 1.52e+3 1.53e+3 ││
+ ││ │ 2.24e+3 2.25e+3 ... 2.33e+3 2.36e+3 │ 2.24e+3 2.27e+3 ... 2.35e+3 2.36e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.36e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.36e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││5 @ 2 │ 7.01e+2 7.21e+2 ... 8.01e+2 8.21e+2 │ 7.06e+2 7.26e+2 ... 8.06e+2 8.26e+2 │ 7.11e+2 7.31e+2 ... 8.11e+2 8.31e+2 │ 7.16e+2 7.36e+2 ... 8.16e+2 8.36e+2 ││
- ││axis 3│ 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 │ 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 ││
- ││ │ 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 │ 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 │ 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 │ 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 ││
+ ││5 @ 2 │ 7.00e+2 7.20e+2 ... 8.00e+2 8.20e+2 │ 7.04e+2 7.28e+2 ... 8.08e+2 8.24e+2 │ 7.12e+2 7.32e+2 ... 8.12e+2 8.32e+2 │ 7.16e+2 7.36e+2 ... 8.16e+2 8.36e+2 ││
+ ││axis 3│ 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.55e+3 1.56e+3 ... 1.64e+3 1.67e+3 │ 1.55e+3 1.57e+3 ... 1.65e+3 1.68e+3 ││
+ ││ │ 2.38e+3 2.40e+3 ... 2.48e+3 2.49e+3 │ 2.38e+3 2.40e+3 ... 2.48e+3 2.51e+3 │ 2.38e+3 2.41e+3 ... 2.49e+3 2.51e+3 │ 2.40e+3 2.41e+3 ... 2.49e+3 2.51e+3 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
@@ -929,23 +929,23 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" =
││ │axis 5 │axis 5 │axis 5 │axis 5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││0 @ 2 │ 2.00 2.20e+1 ... 1.02e+2 1.22e+2 │ 7.00 2.70e+1 ... 1.07e+2 1.27e+2 │ 1.20e+1 3.20e+1 ... 1.12e+2 1.32e+2 │ 1.70e+1 3.70e+1 ... 1.17e+2 1.37e+2 ││
- ││axis 3│ 8.42e+2 8.62e+2 ... 9.42e+2 9.62e+2 │ 8.47e+2 8.67e+2 ... 9.47e+2 9.67e+2 │ 8.52e+2 8.72e+2 ... 9.52e+2 9.72e+2 │ 8.57e+2 8.77e+2 ... 9.57e+2 9.77e+2 ││
- ││ │ 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 │ 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 │ 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 │ 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 ││
+ ││axis 3│ 8.40e+2 8.64e+2 ... 9.44e+2 9.60e+2 │ 8.48e+2 8.68e+2 ... 9.48e+2 9.68e+2 │ 8.52e+2 8.72e+2 ... 9.52e+2 9.72e+2 │ 8.56e+2 8.76e+2 ... 9.56e+2 9.76e+2 ││
+ ││ │ 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 │ 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 │ 1.69e+3 1.71e+3 ... 1.79e+3 1.80e+3 │ 1.69e+3 1.72e+3 ... 1.80e+3 1.81e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││1 @ 2 │ 1.42e+2 1.62e+2 ... 2.42e+2 2.62e+2 │ 1.47e+2 1.67e+2 ... 2.47e+2 2.67e+2 │ 1.52e+2 1.72e+2 ... 2.52e+2 2.72e+2 │ 1.57e+2 1.77e+2 ... 2.57e+2 2.77e+2 ││
- ││axis 3│ 9.82e+2 1.00e+3 ... 1.08e+3 1.10e+3 │ 9.87e+2 1.00e+3 ... 1.08e+3 1.10e+3 │ 9.92e+2 1.01e+3 ... 1.09e+3 1.11e+3 │ 9.97e+2 1.01e+3 ... 1.09e+3 1.11e+3 ││
- ││ │ 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 │ 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 │ 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 │ 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 ││
+ ││1 @ 2 │ 1.42e+2 1.62e+2 ... 2.42e+2 2.62e+2 │ 1.47e+2 1.67e+2 ... 2.47e+2 2.68e+2 │ 1.52e+2 1.72e+2 ... 2.52e+2 2.72e+2 │ 1.57e+2 1.77e+2 ... 2.56e+2 2.76e+2 ││
+ ││axis 3│ 9.84e+2 1.00e+3 ... 1.08e+3 1.10e+3 │ 9.88e+2 1.00e+3 ... 1.08e+3 1.10e+3 │ 9.92e+2 1.01e+3 ... 1.08e+3 1.11e+3 │ 9.96e+2 1.01e+3 ... 1.09e+3 1.12e+3 ││
+ ││ │ 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 │ 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 │ 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 │ 1.84e+3 1.85e+3 ... 1.93e+3 1.96e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││~~~~~ │ ... │ ... │ ... │ ... ││
││axis 3│ │ │ │ ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││4 @ 2 │ 5.62e+2 5.82e+2 ... 6.62e+2 6.82e+2 │ 5.67e+2 5.87e+2 ... 6.67e+2 6.87e+2 │ 5.72e+2 5.92e+2 ... 6.72e+2 6.92e+2 │ 5.77e+2 5.97e+2 ... 6.77e+2 6.97e+2 ││
- ││axis 3│ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 │ 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 ││
- ││ │ 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 │ 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 ││
+ ││4 @ 2 │ 5.60e+2 5.84e+2 ... 6.64e+2 6.80e+2 │ 5.68e+2 5.88e+2 ... 6.68e+2 6.88e+2 │ 5.72e+2 5.92e+2 ... 6.72e+2 6.92e+2 │ 5.76e+2 5.96e+2 ... 6.76e+2 6.96e+2 ││
+ ││axis 3│ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.40e+3 1.43e+3 ... 1.51e+3 1.53e+3 │ 1.41e+3 1.44e+3 ... 1.52e+3 1.53e+3 ││
+ ││ │ 2.24e+3 2.25e+3 ... 2.33e+3 2.36e+3 │ 2.24e+3 2.27e+3 ... 2.35e+3 2.36e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.36e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.38e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││5 @ 2 │ 7.02e+2 7.22e+2 ... 8.02e+2 8.22e+2 │ 7.07e+2 7.27e+2 ... 8.07e+2 8.27e+2 │ 7.12e+2 7.32e+2 ... 8.12e+2 8.32e+2 │ 7.17e+2 7.37e+2 ... 8.17e+2 8.37e+2 ││
- ││axis 3│ 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 │ 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 ││
- ││ │ 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 │ 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 │ 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 │ 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 ││
+ ││5 @ 2 │ 7.04e+2 7.20e+2 ... 8.00e+2 8.24e+2 │ 7.08e+2 7.28e+2 ... 8.08e+2 8.28e+2 │ 7.12e+2 7.32e+2 ... 8.12e+2 8.32e+2 │ 7.16e+2 7.36e+2 ... 8.16e+2 8.36e+2 ││
+ ││axis 3│ 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.55e+3 1.56e+3 ... 1.64e+3 1.67e+3 │ 1.56e+3 1.57e+3 ... 1.65e+3 1.68e+3 ││
+ ││ │ 2.38e+3 2.40e+3 ... 2.48e+3 2.49e+3 │ 2.38e+3 2.40e+3 ... 2.48e+3 2.51e+3 │ 2.40e+3 2.41e+3 ... 2.49e+3 2.51e+3 │ 2.40e+3 2.41e+3 ... 2.49e+3 2.51e+3 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
@@ -953,23 +953,23 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" =
││ │axis 5 │axis 5 │axis 5 │axis 5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││0 @ 2 │ 3.00 2.30e+1 ... 1.03e+2 1.23e+2 │ 8.00 2.80e+1 ... 1.08e+2 1.28e+2 │ 1.30e+1 3.30e+1 ... 1.13e+2 1.33e+2 │ 1.80e+1 3.80e+1 ... 1.18e+2 1.38e+2 ││
- ││axis 3│ 8.43e+2 8.63e+2 ... 9.43e+2 9.63e+2 │ 8.48e+2 8.68e+2 ... 9.48e+2 9.68e+2 │ 8.53e+2 8.73e+2 ... 9.53e+2 9.73e+2 │ 8.58e+2 8.78e+2 ... 9.58e+2 9.78e+2 ││
- ││ │ 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 │ 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 │ 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 │ 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 ││
+ ││axis 3│ 8.44e+2 8.64e+2 ... 9.44e+2 9.64e+2 │ 8.48e+2 8.68e+2 ... 9.48e+2 9.68e+2 │ 8.52e+2 8.72e+2 ... 9.52e+2 9.72e+2 │ 8.56e+2 8.80e+2 ... 9.60e+2 9.76e+2 ││
+ ││ │ 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 │ 1.68e+3 1.71e+3 ... 1.79e+3 1.80e+3 │ 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 │ 1.69e+3 1.72e+3 ... 1.80e+3 1.81e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││1 @ 2 │ 1.43e+2 1.63e+2 ... 2.43e+2 2.63e+2 │ 1.48e+2 1.68e+2 ... 2.48e+2 2.68e+2 │ 1.53e+2 1.73e+2 ... 2.53e+2 2.73e+2 │ 1.58e+2 1.78e+2 ... 2.58e+2 2.78e+2 ││
- ││axis 3│ 9.83e+2 1.00e+3 ... 1.08e+3 1.10e+3 │ 9.88e+2 1.00e+3 ... 1.08e+3 1.10e+3 │ 9.93e+2 1.01e+3 ... 1.09e+3 1.11e+3 │ 9.98e+2 1.01e+3 ... 1.09e+3 1.11e+3 ││
- ││ │ 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 │ 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 │ 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 │ 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 ││
+ ││1 @ 2 │ 1.43e+2 1.63e+2 ... 2.43e+2 2.64e+2 │ 1.48e+2 1.68e+2 ... 2.48e+2 2.68e+2 │ 1.53e+2 1.73e+2 ... 2.53e+2 2.72e+2 │ 1.58e+2 1.78e+2 ... 2.58e+2 2.78e+2 ││
+ ││axis 3│ 9.84e+2 1.00e+3 ... 1.08e+3 1.10e+3 │ 9.88e+2 1.00e+3 ... 1.08e+3 1.10e+3 │ 9.92e+2 1.01e+3 ... 1.09e+3 1.11e+3 │ 1.00e+3 1.01e+3 ... 1.09e+3 1.12e+3 ││
+ ││ │ 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 │ 1.82e+3 1.84e+3 ... 1.92e+3 1.95e+3 │ 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 │ 1.84e+3 1.85e+3 ... 1.93e+3 1.96e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││~~~~~ │ ... │ ... │ ... │ ... ││
││axis 3│ │ │ │ ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││4 @ 2 │ 5.63e+2 5.83e+2 ... 6.63e+2 6.83e+2 │ 5.68e+2 5.88e+2 ... 6.68e+2 6.88e+2 │ 5.73e+2 5.93e+2 ... 6.73e+2 6.93e+2 │ 5.78e+2 5.98e+2 ... 6.78e+2 6.98e+2 ││
- ││axis 3│ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 │ 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 ││
- ││ │ 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 │ 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 ││
+ ││4 @ 2 │ 5.64e+2 5.84e+2 ... 6.64e+2 6.84e+2 │ 5.68e+2 5.88e+2 ... 6.68e+2 6.88e+2 │ 5.72e+2 5.92e+2 ... 6.72e+2 6.92e+2 │ 5.76e+2 6.00e+2 ... 6.80e+2 6.96e+2 ││
+ ││axis 3│ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 │ 1.41e+3 1.44e+3 ... 1.52e+3 1.53e+3 ││
+ ││ │ 2.24e+3 2.25e+3 ... 2.33e+3 2.36e+3 │ 2.24e+3 2.27e+3 ... 2.35e+3 2.36e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.36e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.38e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││5 @ 2 │ 7.03e+2 7.23e+2 ... 8.03e+2 8.23e+2 │ 7.08e+2 7.28e+2 ... 8.08e+2 8.28e+2 │ 7.13e+2 7.33e+2 ... 8.13e+2 8.33e+2 │ 7.18e+2 7.38e+2 ... 8.18e+2 8.38e+2 ││
- ││axis 3│ 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 │ 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 ││
- ││ │ 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 │ 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 │ 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 │ 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 ││
+ ││5 @ 2 │ 7.04e+2 7.24e+2 ... 8.04e+2 8.24e+2 │ 7.08e+2 7.28e+2 ... 8.08e+2 8.28e+2 │ 7.12e+2 7.32e+2 ... 8.12e+2 8.32e+2 │ 7.20e+2 7.36e+2 ... 8.16e+2 8.40e+2 ││
+ ││axis 3│ 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.55e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 │ 1.56e+3 1.57e+3 ... 1.65e+3 1.68e+3 ││
+ ││ │ 2.38e+3 2.40e+3 ... 2.48e+3 2.49e+3 │ 2.38e+3 2.40e+3 ... 2.49e+3 2.51e+3 │ 2.40e+3 2.41e+3 ... 2.49e+3 2.51e+3 │ 2.40e+3 2.41e+3 ... 2.49e+3 2.51e+3 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
@@ -977,23 +977,23 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" =
││ │axis 5 │axis 5 │axis 5 │axis 5 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││0 @ 2 │ 4.00 2.40e+1 ... 1.04e+2 1.24e+2 │ 9.00 2.90e+1 ... 1.09e+2 1.29e+2 │ 1.40e+1 3.40e+1 ... 1.14e+2 1.34e+2 │ 1.90e+1 3.90e+1 ... 1.19e+2 1.39e+2 ││
- ││axis 3│ 8.44e+2 8.64e+2 ... 9.44e+2 9.64e+2 │ 8.49e+2 8.69e+2 ... 9.49e+2 9.69e+2 │ 8.54e+2 8.74e+2 ... 9.54e+2 9.74e+2 │ 8.59e+2 8.79e+2 ... 9.59e+2 9.79e+2 ││
- ││ │ 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 │ 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 │ 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 │ 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 ││
+ ││axis 3│ 8.44e+2 8.64e+2 ... 9.44e+2 9.64e+2 │ 8.48e+2 8.68e+2 ... 9.48e+2 9.68e+2 │ 8.56e+2 8.72e+2 ... 9.52e+2 9.76e+2 │ 8.60e+2 8.80e+2 ... 9.60e+2 9.80e+2 ││
+ ││ │ 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 │ 1.68e+3 1.71e+3 ... 1.79e+3 1.80e+3 │ 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 │ 1.69e+3 1.72e+3 ... 1.80e+3 1.81e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││1 @ 2 │ 1.44e+2 1.64e+2 ... 2.44e+2 2.64e+2 │ 1.49e+2 1.69e+2 ... 2.49e+2 2.69e+2 │ 1.54e+2 1.74e+2 ... 2.54e+2 2.74e+2 │ 1.59e+2 1.79e+2 ... 2.59e+2 2.79e+2 ││
- ││axis 3│ 9.84e+2 1.00e+3 ... 1.08e+3 1.10e+3 │ 9.89e+2 1.00e+3 ... 1.08e+3 1.10e+3 │ 9.94e+2 1.01e+3 ... 1.09e+3 1.11e+3 │ 9.99e+2 1.01e+3 ... 1.09e+3 1.11e+3 ││
- ││ │ 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 │ 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 │ 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 │ 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 ││
+ ││1 @ 2 │ 1.44e+2 1.64e+2 ... 2.44e+2 2.64e+2 │ 1.49e+2 1.69e+2 ... 2.49e+2 2.68e+2 │ 1.54e+2 1.74e+2 ... 2.54e+2 2.74e+2 │ 1.59e+2 1.79e+2 ... 2.60e+2 2.80e+2 ││
+ ││axis 3│ 9.84e+2 1.00e+3 ... 1.08e+3 1.10e+3 │ 9.88e+2 1.00e+3 ... 1.08e+3 1.11e+3 │ 9.92e+2 1.01e+3 ... 1.09e+3 1.11e+3 │ 1.00e+3 1.02e+3 ... 1.09e+3 1.12e+3 ││
+ ││ │ 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 │ 1.83e+3 1.84e+3 ... 1.92e+3 1.95e+3 │ 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 │ 1.84e+3 1.85e+3 ... 1.93e+3 1.96e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
││~~~~~ │ ... │ ... │ ... │ ... ││
││axis 3│ │ │ │ ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││4 @ 2 │ 5.64e+2 5.84e+2 ... 6.64e+2 6.84e+2 │ 5.69e+2 5.89e+2 ... 6.69e+2 6.89e+2 │ 5.74e+2 5.94e+2 ... 6.74e+2 6.94e+2 │ 5.79e+2 5.99e+2 ... 6.79e+2 6.99e+2 ││
- ││axis 3│ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 │ 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 ││
- ││ │ 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 │ 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 ││
+ ││4 @ 2 │ 5.64e+2 5.84e+2 ... 6.64e+2 6.84e+2 │ 5.68e+2 5.88e+2 ... 6.68e+2 6.88e+2 │ 5.76e+2 5.92e+2 ... 6.72e+2 6.96e+2 │ 5.80e+2 6.00e+2 ... 6.80e+2 7.00e+2 ││
+ ││axis 3│ 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 │ 1.40e+3 1.43e+3 ... 1.51e+3 1.52e+3 │ 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 │ 1.41e+3 1.44e+3 ... 1.52e+3 1.53e+3 ││
+ ││ │ 2.24e+3 2.27e+3 ... 2.33e+3 2.36e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.36e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.36e+3 │ 2.25e+3 2.27e+3 ... 2.35e+3 2.38e+3 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││5 @ 2 │ 7.04e+2 7.24e+2 ... 8.04e+2 8.24e+2 │ 7.09e+2 7.29e+2 ... 8.09e+2 8.29e+2 │ 7.14e+2 7.34e+2 ... 8.14e+2 8.34e+2 │ 7.19e+2 7.39e+2 ... 8.19e+2 8.39e+2 ││
- ││axis 3│ 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 │ 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 ││
- ││ │ 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 │ 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 │ 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 │ 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 ││
+ ││5 @ 2 │ 7.04e+2 7.24e+2 ... 8.04e+2 8.24e+2 │ 7.08e+2 7.28e+2 ... 8.08e+2 8.28e+2 │ 7.12e+2 7.36e+2 ... 8.16e+2 8.32e+2 │ 7.20e+2 7.40e+2 ... 8.20e+2 8.40e+2 ││
+ ││axis 3│ 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 │ 1.55e+3 1.56e+3 ... 1.64e+3 1.67e+3 │ 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 │ 1.56e+3 1.57e+3 ... 1.65e+3 1.68e+3 ││
+ ││ │ 2.38e+3 2.40e+3 ... 2.48e+3 2.49e+3 │ 2.38e+3 2.41e+3 ... 2.49e+3 2.51e+3 │ 2.40e+3 2.41e+3 ... 2.49e+3 2.51e+3 │ 2.40e+3 2.41e+3 ... 2.49e+3 2.51e+3 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
└────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
@@ -1009,9 +1009,9 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" =
││ │0 @ 0 │1 @ 0 │2 @ 0 │3 @ 0 │4 @ 0 ││
││ │axis 2 │axis 2 │axis 2 │axis 2 │axis 2 ││
│├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││axis 1│ 7.76e+4 7.86e+4 ... 8.24e+4 8.34e+4 │ 7.76e+4 7.86e+4 ... 8.24e+4 8.34e+4 │ 7.77e+4 7.86e+4 ... 8.25e+4 8.34e+4 │ 7.77e+4 7.87e+4 ... 8.25e+4 8.35e+4 │ 7.78e+4 7.87e+4 ... 8.26e+4 8.35e+4 ││
- ││ │ 1.17e+5 1.18e+5 ... 1.22e+5 1.23e+5 │ 1.18e+5 1.18e+5 ... 1.22e+5 1.23e+5 │ 1.18e+5 1.19e+5 ... 1.22e+5 1.23e+5 │ 1.18e+5 1.19e+5 ... 1.22e+5 1.23e+5 │ 1.18e+5 1.19e+5 ... 1.22e+5 1.23e+5 ││
- ││ │ 1.58e+5 1.59e+5 ... 1.63e+5 1.64e+5 │ 1.58e+5 1.59e+5 ... 1.63e+5 1.64e+5 │ 1.58e+5 1.59e+5 ... 1.63e+5 1.64e+5 │ 1.58e+5 1.59e+5 ... 1.63e+5 1.64e+5 │ 1.58e+5 1.59e+5 ... 1.63e+5 1.64e+5 ││
+ ││axis 1│ 7.73e+4 7.83e+4 ... 8.08e+4 8.34e+4 │ 7.73e+4 7.83e+4 ... 8.08e+4 8.34e+4 │ 7.73e+4 7.83e+4 ... 8.14e+4 8.34e+4 │ 7.78e+4 7.83e+4 ... 8.24e+4 8.34e+4 │ 7.78e+4 7.83e+4 ... 8.24e+4 8.39e+4 ││
+ ││ │ 1.18e+5 1.18e+5 ... 1.23e+5 1.24e+5 │ 1.18e+5 1.18e+5 ... 1.23e+5 1.24e+5 │ 1.18e+5 1.18e+5 ... 1.23e+5 1.24e+5 │ 1.18e+5 1.18e+5 ... 1.23e+5 1.24e+5 │ 1.18e+5 1.18e+5 ... 1.23e+5 1.24e+5 ││
+ ││ │ 1.58e+5 1.59e+5 ... 1.64e+5 1.64e+5 │ 1.58e+5 1.60e+5 ... 1.64e+5 1.64e+5 │ 1.58e+5 1.60e+5 ... 1.64e+5 1.64e+5 │ 1.58e+5 1.60e+5 ... 1.64e+5 1.64e+5 │ 1.58e+5 1.60e+5 ... 1.64e+5 1.64e+5 ││
│└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
└──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
@@ -1692,9 +1692,9 @@ let%expect_test "einsum with a leftmost input axis preserved as output axis" =
││ │axis 2 │axis 2 │axis 2 ││
│├──────┼──────────────────┼──────────────────┼──────────────────┤│
││axis 1│ 1.20e+1 4.80e+1 │ 9.00e+2 1.00e+3 │ 2.94e+3 3.12e+3 ││
- ││ │ 1.05e+2 1.50e+2 │ 1.20e+3 1.32e+3 │ 3.46e+3 3.65e+3 ││
- ││ │ 2.34e+2 2.88e+2 │ 1.55e+3 1.68e+3 │ 4.02e+3 4.22e+3 ││
- ││ │ 3.99e+2 4.62e+2 │ 1.93e+3 2.07e+3 │ 4.62e+3 4.83e+3 ││
+ ││ │ 1.05e+2 1.50e+2 │ 1.20e+3 1.32e+3 │ 3.45e+3 3.64e+3 ││
+ ││ │ 2.34e+2 2.88e+2 │ 1.55e+3 1.68e+3 │ 4.01e+3 4.22e+3 ││
+ ││ │ 4.00e+2 4.60e+2 │ 1.93e+3 2.08e+3 │ 4.60e+3 4.83e+3 ││
│└──────┴──────────────────┴──────────────────┴──────────────────┘│
└─────────────────────────────────────────────────────────────────┘
|}]
File "test/micrograd_demo.ml", line 1, characters 0-0:
C:\cygwin64\bin\git.exe --no-pager diff --no-index --color=always -u --ignore-cr-at-eol _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/micrograd_demo.ml _build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/micrograd_demo.ml.corrected
diff --git a/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/micrograd_demo.ml b/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/micrograd_demo.ml.corrected
index 62a1f34..5040ca9 100644
--- a/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/micrograd_demo.ml
+++ b/_build/.sandbox/2eb9cbbd67815f1778619d7fa362aacc/default/test/micrograd_demo.ml.corrected
@@ -78,7 +78,7 @@ let%expect_test "Micrograd README basic example" =
│┌┬─────────┐ │
│││axis 0 │ │
│├┼─────────┤ │
- │││ 6.45e+2 │ │
+ │││ 6.44e+2 │ │
│└┴─────────┘ │
└────────────────────────┘
|}]
@@ -191,44 +191,44 @@ let%expect_test "Micrograd half-moons example" =
┌────────────────────────────────────────────────────────────────────────────────────────────────────┐
│****************************#***********************************************************************│
│****************************###***###***#***********************************************************│
- │***************************#********#***#***********************************************************│
- │********************#*********************##*#*#****************************************************│
- │******************#***#*****##*#*#*#****#*#*#*##****************************************************│
- │**************#*#**###**#*##**##********#**#****###**#**********************************************│
- │***********#***##***#**##*****************#*#*##*###**********************************************..│
- │***************#**###******************************##*#******************************************...│
- │*************#*****#******************************#*#***#*#*************************************....│
- │*********#***#******************......************##*###**#************************************.....│
- │******#***#*#*#****************........******************#*#*********************************.......│
- │*****###****#****************...........****************#***********************************........│
- │*******#*###****************.............******************#*#*****************************.........│
- │**********##***************.......%%......***************#**##****************************..........│
- │*****#***#****************......%..%%......*********************************************..........%.│
- │**####*******************......%..%..........****************##*#**********************........%...%│
- │****#*******************.......%%..%..........***************#*#**********************.........%....│
- │*#****##***************.........%....%.........************##***#********************.......%...%%..│
- │****#*#***************.........%..%.%...........*************#**#*******************..........%.%...│
- │##*##****************............%...............**************#*##****************.........%.%.%%%.│
- │**#####************............%...%%.............*******************************...........%..%.%..│
- │******************...............%.%.%%............*********#*#*#*#*************................%%..│
- │***##************................%..%..%............************#*#************.............%...%...│
- │##**#***********...................%...%.............********#**###***********...........%.%%.......│
- │###************..................%.%.%................***********##**********..................%....│
- │**##**********.........................................**********#*********.............%%.%..%.....│
- │**#**********......................%%...................********##********..............%%.%........│
- │************..........................%..................****#**#********...................%.......│
- │***********.........................%%.%..................*****##******...............%..%..........│
- │**********.............................%%..................***********.................%%.%%........│
- │*********..............................%...%................*******.....................%%%.........│
- │********...................................%..%....................................%.....%..........│
- │*******.................................%%..%.%................................%.%.%.%%.............│
- │******.....................................%%.%...%%.%.......................%%%....%.%.%...........│
- │*****....................................%.....%.%..%....................%.....%%.%.%...............│
- │****........................................%%...%.%%%%..%.......%.........%%.%%....................│
- │***...............................................%..%.......%..%%%%...%.%..%.%.....................│
- │**.................................................%.%.%............%..%...%........................│
- │*.................................................%....%.%......%%...%.%............................│
- │..........................................................%..%......%%%.............................│
+ │***************************#********#***#*#*********************************************************│
+ │********************#**********************#*#*#****************************************************│
+ │******************##**#*****##*#*#*#****#*#*#*#*#***************************************************│
+ │**************#*#***#***#*##*#*#********#**#****###**#**********************************************│
+ │***********#***##*#*#**##*****************#*#*##*###***********************************************.│
+ │***************#***##******************************##*#*******************************************..│
+ │*************#*****#******************************#*#**#**#**************************************...│
+ │*********#***#*****************......*************##*###*#*#************************************....│
+ │******#***#*#*#***************........*******************#*************************************.....│
+ │*****###****#****************...........****************#*************************************......│
+ │******####*#****************.............******************#*#*******************************.......│
+ │**********##***************.......%%......***************#**##*****************************.........│
+ │*****#***#****************......%..%%......***********************************************.........%│
+ │**####*******************......%.%%.........****************###*#************************......%...%│
+ │****#*******************.......%%..%.........****************#*#************************.......%....│
+ │##****##***************.........%....%........*************##***#**********************.....%...%%..│
+ │***##*#***************.........%..%.%..........**************#**#*********************........%.%...│
+ │##*##****************...........%...............***************#*##******************.......%.%.%%%.│
+ │**####**************...........%..%.%............**********************************.........%...%%..│
+ │*******************..............%.%.%%...........**********#*#*#*#***************..............%%..│
+ │***##*************...............%..%..%...........*************#*#***************..........%...%...│
+ │##**#*************.................%...%............********#***###*************.........%.%%.......│
+ │##***************................%.%.%...............************##************................%....│
+ │**##************......................................***********#************..........%%.%..%.....│
+ │*#*************....................%%..................*********##***********...........%..%........│
+ │**************........................%.................*****#**#***********.............%.%........│
+ │**************......................%%.%.................******##*********.............%.%..........│
+ │************...........................%%.................***************..............%%.%%........│
+ │************...........................%...%...............*************................%%%.........│
+ │***********................................%..%.............***********............%.....%..........│
+ │**********..............................%%..%.%..............*******...........%%%.%.%%.............│
+ │*********..................................%%.%...%%.%........****...........%%%....%.%.%...........│
+ │********.................................%....%%.%..%..........................%%.%.%...............│
+ │********....................................%%..%..%%%%..%.......%.......%.%%.%%....................│
+ │******............................................%..%.......%..%%%....%.%..%%......................│
+ │******.............................................%.%.%............%..%...%........................│
+ │*****.............................................%....%.%.......%...%.%............................│
+ │****......................................................%..%..%...%%..............................│
└────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
Stdio.printf "Loss:\n%!";
@@ -241,7 +241,7 @@ let%expect_test "Micrograd half-moons example" =
{|
Loss:
┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 3.79e+1│- │
+ │ 3.80e+1│- │
│ │ │
│ │ │
│ │ │
@@ -279,7 +279,7 @@ let%expect_test "Micrograd half-moons example" =
│ │ │
│ │ │
│ │ │
- │ │- - - │
+ │ │- - - │
│ 0.00 │----------------------------------------------------------------------------------------------------│
├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │0.00 3.99e+2│
@@ -306,36 +306,36 @@ let%expect_test "Micrograd half-moons example" =
│ │ │
│ │ │
│ │- │
- │ │ - - │
- │ │ - - - │
- │ │------ - │
- │ │ ---- - - --- - - - - - │
- │ │ -- - - - --- -- - -- - │
- │ │ - -- - - --- - - --- ----- - -- │
- │l │ -- - - - - --- - - - │
- │o │ - - - -- - -- - - - - - │
- │g │ - - - - -- - - - - - - - │
- │ │ - - - -- - - - -- - - - │
- │l │ - - -- -- - - - - -│
- │o │ - - - - - - - - - - - │
- │s │ - - - - -- - │
- │s │ - - │
- │ │ - - - - - - - - - │
- │ │ - - - - - │
- │ │ - - │
- │ │ - - - │
- │ │ - - │
+ │ │ - │
+ │ │ - - - │
+ │ │----- - - │
+ │ │ - ---- - --- - - -- - │
+ │ │ -- -- - - ---- - --- - - │
+ │ │ --- - - - --- ----- - - - │
+ │l │ --- - - - - --- -- - │
+ │o │ -- - -- - - - │
+ │g │ - - - - - - -- - - - - │
+ │ │ - - - - - - - - - - - │
+ │l │ - - - --- - - - - - - │
+ │o │ - - -- - - - - - │
+ │s │ - -- - - - - - -- - │
+ │s │ - - - -- - - - - -- - - │
+ │ │ - - - - │
+ │ │ - - - - - - - - │
+ │ │ - - │
+ │ │ - - - - │
+ │ │ - - - │
+ │ │ -- - │
│ │ │
- │ │ - │
- │ │ - │
│ │ │
│ │ │
│ │ │
│ │ │
- │ │ - │
│ │ │
│ │ │
- │ -1.00e+1│ - - - - ----- -- --------------- ---------------------------------------------------------│
+ │ ││
+ │ │ │
+ │ -1.00e+1│ -- - - ----- -- ------- -----------------------------------------------------------------│
├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │0.00 3.99e+2│
│ │ step │
@@ -356,38 +356,38 @@ let%expect_test "Micrograd half-moons example" =
│ │ ---- │
│ │ --- │
│ │ ---- │
- │ │ --- │
+ │ │ ---- │
│ │ --- │
│ │ --- │
- │ │ --- │
+ │ │ ---- │
│ │ ---- │
│ │ --- │
│ │ ---- │
- │ │ --- │
- │l │ ---- │
- │e │ --- │
+ │ │ ---- │
+ │l │ --- │
+ │e │ ---- │
│a │ --- │
- │r │ --- │
- │n │ --- │
- │i │ ---- │
- │n │ --- │
- │g │ ---- │
+ │r │ ---- │
+ │n │ ---- │
+ │i │ --- │
+ │n │ ---- │
+ │g │ --- │
│ │ --- │
│r │ ---- │
│a │ --- │
- │t │ --- │
- │e │ --- │
+ │t │ ---- │
+ │e │ ---- │
│ │ --- │
│ │ ---- │
- │ │ --- │
- │ │ ---- │
- │ │ --- │
- │ │ ---- │
- │ │ --- │
- │ │ --- │
- │ │ --- │
- │ │ --- │
- │ │ ---- │
+ │ │ ---- │
+ │ │ --- │
+ │ │ ---- │
+ │ │ --- │
+ │ │ ---- │
+ │ │ ---- │
+ │ │ --- │
+ │ │ ---- │
+ │ │ --- │
│ │ --- │
│ │ ---- │
│ -2.00e-1│--- │
"cd /cygdrive/c/Users/opam/src && opam exec -- dune build @install @check @runtest && rm -rf _build" failed with exit status 1
2025-05-31 10:12.34: Job failed: Failed: Build failed