2025-08-14 09:14.12: New job: test ahrefs/ocannl https://github.com/ahrefs/ocannl.git#refs/heads/master (45cd1e0995de26f6b4d72eb42fe5f7c58b46eaaa) (linux-x86_64:debian-12-5.3+flambda_opam-2.4)
Base: ocaml/opam:debian-12-ocaml-5.3-flambda@sha256:bc87a3a3e7ab52284be6c3db2016fad5b20704dd9d74b10ac786ae3a7af56f68
Opam project build
To reproduce locally:
git clone --recursive "https://github.com/ahrefs/ocannl.git" -b "master" && cd "ocannl" && git reset --hard 45cd1e09
cat > Dockerfile <<'END-OF-DOCKERFILE'
FROM ocaml/opam:debian-12-ocaml-5.3-flambda@sha256:bc87a3a3e7ab52284be6c3db2016fad5b20704dd9d74b10ac786ae3a7af56f68
# debian-12-5.3+flambda_opam-2.4
USER 1000:1000
ENV CLICOLOR_FORCE="1"
ENV OPAMCOLOR="always"
WORKDIR /src
RUN sudo ln -f /usr/bin/opam-2.4 /usr/bin/opam
RUN opam init --reinit -ni
RUN uname -rs && opam exec -- ocaml -version && opam --version
WORKDIR /src
RUN sudo chown opam /src
RUN cd ~/opam-repository && (git cat-file -e e77940d8ff8706305602d0d643bf01c77beef2e7 || git fetch origin master) && git reset -q --hard e77940d8ff8706305602d0d643bf01c77beef2e7 && git log --no-decorate -n1 --oneline && opam update -u
COPY --chown=1000:1000 neural_nets_lib.opam arrayjit.opam ./
RUN opam pin add -yn neural_nets_lib.dev './' && \
opam pin add -yn arrayjit.dev './'
RUN echo '(lang dune 3.0)' > './dune-project'
ENV DEPS="angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 dune-private-libs.3.19.1 dune-site.3.19.1 dyn.3.19.1 fieldslib.v0.17.0 fmt.0.11.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.9.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-syntax-shims.1.0.0 ocaml-variants.5.3.0+options ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 ordering.3.19.1 parsexp.v0.17.0 pp.2.0.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.1 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.13.2 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 stdune.3.19.1 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.1.0 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0"
ENV CI="true"
ENV OCAMLCI="true"
RUN opam update --depexts && opam install --cli=2.4 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS
RUN opam install $DEPS
COPY --chown=1000:1000 . /src
RUN opam exec -- dune build @install @check @runtest && rm -rf _build
END-OF-DOCKERFILE
docker build .
END-REPRO-BLOCK
2025-08-14 09:14.12: Using cache hint "ahrefs/ocannl-ocaml/opam:debian-12-ocaml-5.3-flambda@sha256:bc87a3a3e7ab52284be6c3db2016fad5b20704dd9d74b10ac786ae3a7af56f68-debian-12-5.3+flambda_opam-2.4-132475af3e6ddd44ad76e37f5d1f298b"
2025-08-14 09:14.12: Using OBuilder spec:
((from ocaml/opam:debian-12-ocaml-5.3-flambda@sha256:bc87a3a3e7ab52284be6c3db2016fad5b20704dd9d74b10ac786ae3a7af56f68)
(comment debian-12-5.3+flambda_opam-2.4)
(user (uid 1000) (gid 1000))
(env CLICOLOR_FORCE 1)
(env OPAMCOLOR always)
(workdir /src)
(run (shell "sudo ln -f /usr/bin/opam-2.4 /usr/bin/opam"))
(run (shell "opam init --reinit -ni"))
(run (shell "uname -rs && opam exec -- ocaml -version && opam --version"))
(workdir /src)
(run (shell "sudo chown opam /src"))
(run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "cd ~/opam-repository && (git cat-file -e e77940d8ff8706305602d0d643bf01c77beef2e7 || git fetch origin master) && git reset -q --hard e77940d8ff8706305602d0d643bf01c77beef2e7 && git log --no-decorate -n1 --oneline && opam update -u"))
(copy (src neural_nets_lib.opam arrayjit.opam) (dst ./))
(run (network host)
(shell "opam pin add -yn neural_nets_lib.dev './' && \
\nopam pin add -yn arrayjit.dev './'"))
(run (network host)
(shell "echo '(lang dune 3.0)' > './dune-project'"))
(env DEPS "angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 dune-private-libs.3.19.1 dune-site.3.19.1 dyn.3.19.1 fieldslib.v0.17.0 fmt.0.11.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.9.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-syntax-shims.1.0.0 ocaml-variants.5.3.0+options ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 ordering.3.19.1 parsexp.v0.17.0 pp.2.0.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.1 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.13.2 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 stdune.3.19.1 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.1.0 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0")
(env CI true)
(env OCAMLCI true)
(run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "opam update --depexts && opam install --cli=2.4 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS"))
(run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "opam install $DEPS"))
(copy (src .) (dst /src))
(run (shell "opam exec -- dune build @install @check @runtest && rm -rf _build"))
)
2025-08-14 09:14.12: Waiting for resource in pool OCluster
2025-08-14 09:14.12: Waiting for worker…
2025-08-14 09:14.13: Got resource from pool OCluster
Building on bremusa.ocamllabs.io
All commits already cached
HEAD is now at 45cd1e09 Introduce a new IR variant: `Constant_bits` for int64 constants, by Claude Claude found out that the discrepancy between sync_cc and metal backends was due to metal casting a float-single to uint4x32, while pure C was casting a double. This should go away with using Constant_bits / Tensor.bits for Fetch Embed_self_id and Tensor.get_random_seed
(from ocaml/opam:debian-12-ocaml-5.3-flambda@sha256:bc87a3a3e7ab52284be6c3db2016fad5b20704dd9d74b10ac786ae3a7af56f68)
2025-08-14 09:14.15 ---> using "8f19063995d2e91975b673384143fa4316c06cf525acaad5ddc9dfe32e879b21" from cache
/: (comment debian-12-5.3+flambda_opam-2.4)
/: (user (uid 1000) (gid 1000))
/: (env CLICOLOR_FORCE 1)
/: (env OPAMCOLOR always)
/: (workdir /src)
/src: (run (shell "sudo ln -f /usr/bin/opam-2.4 /usr/bin/opam"))
2025-08-14 09:14.15 ---> using "3964d961645aac4701995e7afa81c4230383d448cff22e07a607fd337d9459ea" from cache
/src: (run (shell "opam init --reinit -ni"))
Configuring from /home/opam/.opamrc and then from built-in defaults.
Checking for available remotes: rsync and local, git.
- you won't be able to use mercurial repositories unless you install the hg command on your system.
- you won't be able to use darcs repositories unless you install the darcs command on your system.
Continue? [Y/n] y
This version of opam requires an update to the layout of /home/opam/.opam from version 2.0 to version 2.2, which can't be reverted.
You may want to back it up before going further.
Format upgrade done.
<><> Updating repositories ><><><><><><><><><><><><><><><><><><><><><><><><><><>
[default] Initialised
2025-08-14 09:14.15 ---> using "5aebcfda9685f3a603e14fa984661649d5b4c24cad7ac53b2dbd7993b0191857" from cache
/src: (run (shell "uname -rs && opam exec -- ocaml -version && opam --version"))
Linux 6.8.0-63-generic
The OCaml toplevel, version 5.3.0
2.4.1
2025-08-14 09:14.15 ---> using "b3767d8466038a203e474e97e3c72b7e65c6cd3e74da7a70330f79ca1443edbb" from cache
/src: (workdir /src)
/src: (run (shell "sudo chown opam /src"))
2025-08-14 09:14.15 ---> using "3777998cb18ca2c1bd519ed60e51da93fddf8559566beec5a9ce7afd99330774" from cache
/src: (run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "cd ~/opam-repository && (git cat-file -e e77940d8ff8706305602d0d643bf01c77beef2e7 || git fetch origin master) && git reset -q --hard e77940d8ff8706305602d0d643bf01c77beef2e7 && git log --no-decorate -n1 --oneline && opam update -u"))
e77940d8ff Merge pull request #28255 from dbuenzli/b0-publish-fmt.0.11.0
<><> Updating package repositories ><><><><><><><><><><><><><><><><><><><><><><>
[default] synchronised from git+file:///home/opam/opam-repository
Already up-to-date.
Nothing to do.
# To update the current shell environment, run: eval $(opam env)
2025-08-14 09:14.15 ---> using "63b31d405cf8a512f06ec83086bb2087cf3a01b407c89d327ccfecbb2baa0e5a" from cache
/src: (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./))
2025-08-14 09:14.15 ---> using "2d0faef7c38b3b7928d9e5d425bc401536047ef00db7c3d8993a8a1b358edd4f" from cache
/src: (run (network host)
(shell "opam pin add -yn neural_nets_lib.dev './' && \
\nopam pin add -yn arrayjit.dev './'"))
[neural_nets_lib.dev] synchronised (file:///src)
neural_nets_lib is now pinned to file:///src (version dev)
[arrayjit.dev] synchronised (file:///src)
arrayjit is now pinned to file:///src (version dev)
2025-08-14 09:14.15 ---> using "6c2ab594ad659ceacf9e4b8bcc4a86c7c471fc620454908adc5cb5b056b4696a" from cache
/src: (run (network host)
(shell "echo '(lang dune 3.0)' > './dune-project'"))
2025-08-14 09:14.15 ---> using "08254241e4455cfa54ce1c982394b67c3f9e43e8d83d366fa9e9b3d26f40875d" from cache
/src: (env DEPS "angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 dune-private-libs.3.19.1 dune-site.3.19.1 dyn.3.19.1 fieldslib.v0.17.0 fmt.0.11.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.9.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-syntax-shims.1.0.0 ocaml-variants.5.3.0+options ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 ordering.3.19.1 parsexp.v0.17.0 pp.2.0.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.1 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.13.2 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 stdune.3.19.1 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.1.0 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0")
/src: (env CI true)
/src: (env OCAMLCI true)
/src: (run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "opam update --depexts && opam install --cli=2.4 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS"))
+ /usr/bin/sudo "apt-get" "update"
- Get:1 http://deb.debian.org/debian bookworm InRelease [151 kB]
- Get:2 http://deb.debian.org/debian bookworm-updates InRelease [55.4 kB]
- Get:3 http://deb.debian.org/debian-security bookworm-security InRelease [48.0 kB]
- Get:4 http://deb.debian.org/debian bookworm-updates/main amd64 Packages.diff/Index [21.8 kB]
- Ign:4 http://deb.debian.org/debian bookworm-updates/main amd64 Packages.diff/Index
- Get:5 http://deb.debian.org/debian bookworm-updates/main amd64 Packages [6924 B]
- Get:6 http://deb.debian.org/debian-security bookworm-security/main amd64 Packages [274 kB]
- Fetched 557 kB in 1s (1051 kB/s)
- Reading package lists...
-
<><> Synchronising pinned packages ><><><><><><><><><><><><><><><><><><><><><><>
[arrayjit.dev] synchronised (file:///src)
[neural_nets_lib.dev] synchronised (file:///src)
[NOTE] Package ocaml-variants is already installed (current version is 5.3.0+options).
[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 is already installed (current version is 5.3.0).
[NOTE] Package base-unix is already installed (current version is base).
[NOTE] Package base-threads is already installed (current version is base).
[NOTE] Package base-nnp is already installed (current version is base).
[NOTE] Package base-effects is already installed (current version is base).
[NOTE] Package base-domains is already installed (current version is base).
[NOTE] Package base-bigarray is already installed (current version is base).
The following system packages will first need to be installed:
libcurl4-gnutls-dev libffi-dev pkg-config zlib1g-dev
<><> Handling external dependencies <><><><><><><><><><><><><><><><><><><><><><>
+ /usr/bin/sudo "apt-get" "install" "-qq" "-yy" "libcurl4-gnutls-dev" "libffi-dev" "pkg-config" "zlib1g-dev"
- debconf: delaying package configuration, since apt-utils is not installed
- Selecting previously unselected package libcurl4-gnutls-dev:amd64.
- (Reading database ...
(Reading database ... 5%
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(Reading database ... 75%
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(Reading database ... 90%
(Reading database ... 95%
(Reading database ... 100%
(Reading database ... 18778 files and directories currently installed.)
- Preparing to unpack .../0-libcurl4-gnutls-dev_7.88.1-10+deb12u12_amd64.deb ...
- Unpacking libcurl4-gnutls-dev:amd64 (7.88.1-10+deb12u12) ...
- Selecting previously unselected package libffi-dev:amd64.
- Preparing to unpack .../1-libffi-dev_3.4.4-1_amd64.deb ...
- Unpacking libffi-dev:amd64 (3.4.4-1) ...
- Selecting previously unselected package libpkgconf3:amd64.
- Preparing to unpack .../2-libpkgconf3_1.8.1-1_amd64.deb ...
- Unpacking libpkgconf3:amd64 (1.8.1-1) ...
- Selecting previously unselected package pkgconf-bin.
- Preparing to unpack .../3-pkgconf-bin_1.8.1-1_amd64.deb ...
- Unpacking pkgconf-bin (1.8.1-1) ...
- Selecting previously unselected package pkgconf:amd64.
- Preparing to unpack .../4-pkgconf_1.8.1-1_amd64.deb ...
- Unpacking pkgconf:amd64 (1.8.1-1) ...
- Selecting previously unselected package pkg-config:amd64.
- Preparing to unpack .../5-pkg-config_1.8.1-1_amd64.deb ...
- Unpacking pkg-config:amd64 (1.8.1-1) ...
- Selecting previously unselected package zlib1g-dev:amd64.
- Preparing to unpack .../6-zlib1g-dev_1%3a1.2.13.dfsg-1_amd64.deb ...
- Unpacking zlib1g-dev:amd64 (1:1.2.13.dfsg-1) ...
- Setting up libcurl4-gnutls-dev:amd64 (7.88.1-10+deb12u12) ...
- Setting up libffi-dev:amd64 (3.4.4-1) ...
- Setting up libpkgconf3:amd64 (1.8.1-1) ...
- Setting up pkgconf-bin (1.8.1-1) ...
- Setting up zlib1g-dev:amd64 (1:1.2.13.dfsg-1) ...
- Setting up pkgconf:amd64 (1.8.1-1) ...
- Setting up pkg-config:amd64 (1.8.1-1) ...
- Processing triggers for libc-bin (2.36-9+deb12u10) ...
2025-08-14 09:14.15 ---> using "01a0bc33ee314b71f22700bd6686aea6d06a02e7c6dedc62941cf37400eb4125" from cache
/src: (run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "opam install $DEPS"))
[NOTE] Package ocaml-variants is already installed (current version is 5.3.0+options).
[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 is already installed (current version is 5.3.0).
[NOTE] Package base-unix is already installed (current version is base).
[NOTE] Package base-threads is already installed (current version is base).
[NOTE] Package base-nnp is already installed (current version is base).
[NOTE] Package base-effects is already installed (current version is base).
[NOTE] Package base-domains is already installed (current version is base).
[NOTE] Package base-bigarray is already installed (current version is base).
The following actions will be performed:
=== install 87 packages
- install angstrom 0.16.1
- install astring 0.8.5
- install backoff 0.1.1
- install base v0.17.3
- install base-bytes base
- install bigarray-compat 1.1.0
- install bigstringaf 0.10.0
- install camlp-streams 5.0.1
- install camlzip 1.13
- install cmdliner 1.3.0
- install conf-libcurl 2
- install conf-libffi 2.0.0
- install conf-pkg-config 4
- install conf-zlib 1
- install cppo 1.8.0
- install csexp 1.5.2
- install csv 2.4
- install ctypes 0.23.0
- install ctypes-foreign 0.23.0
- install curl 0.10.0
- install dune 3.19.1
- install dune-configurator 3.19.1
- install dune-private-libs 3.19.1
- install dune-site 3.19.1
- install dyn 3.19.1
- install fieldslib v0.17.0
- install fmt 0.11.0
- install integers 0.7.0
- install jane-street-headers v0.17.0
- install jst-config v0.17.0
- install logs 0.9.0
- install mdx 2.5.0
- install mtime 2.1.0
- install multicore-magic 2.3.1
- install num 1.6
- install ocaml-compiler-libs v0.17.0
- install ocaml-syntax-shims 1.0.0
- install ocaml-version 4.0.1
- install ocaml_intrinsics_kernel v0.17.1
- install ocamlbuild 0.16.1
- install ocamlfind 1.9.8
- install ordering 3.19.1
- install parsexp v0.17.0
- install pp 2.0.0
- install pprint 20230830
- install ppx_assert v0.17.0
- install ppx_base v0.17.0
- install ppx_cold v0.17.0
- install ppx_compare v0.17.0
- install ppx_derivers 1.2.1
- install ppx_deriving 6.1.1
- install ppx_enumerate v0.17.0
- install ppx_expect v0.17.3
- install ppx_fields_conv v0.17.0
- install ppx_globalize v0.17.2
- install ppx_hash v0.17.0
- install ppx_here v0.17.0
- install ppx_inline_test v0.17.1
- install ppx_minidebug 2.3.0
- install ppx_optcomp v0.17.1
- install ppx_sexp_conv v0.17.1
- install ppx_string v0.17.0
- install ppx_variants_conv v0.17.1
- install ppxlib 0.36.0
- install ppxlib_jane v0.17.4
- install printbox 0.12
- install printbox-ext-plot 0.12
- install printbox-html 0.12
- install printbox-md 0.12
- install printbox-text 0.12
- install ptime 1.2.0
- install re 1.13.2
- install result 1.5
- install saturn_lockfree 0.5.0
- install seq base
- install sexplib v0.17.0
- install sexplib0 v0.17.0
- install stdio v0.17.0
- install stdlib-shims 0.3.0
- install stdune 3.19.1
- install thread-local-storage 0.2
- install time_now v0.17.0
- install topkg 1.1.0
- install tyxml 4.6.0
- install uucp 16.0.0
- install uutf 1.0.4
- install variantslib v0.17.0
<><> Processing actions <><><><><><><><><><><><><><><><><><><><><><><><><><><><>
-> retrieved angstrom.0.16.1 (cached)
-> retrieved astring.0.8.5 (cached)
-> retrieved backoff.0.1.1 (cached)
-> retrieved bigarray-compat.1.1.0 (cached)
-> retrieved bigstringaf.0.10.0 (cached)
-> retrieved base.v0.17.3 (cached)
-> retrieved camlp-streams.5.0.1 (cached)
-> retrieved camlzip.1.13 (cached)
-> installed conf-libcurl.2
-> installed conf-pkg-config.4
-> retrieved cmdliner.1.3.0 (cached)
-> retrieved cppo.1.8.0 (cached)
-> retrieved csexp.1.5.2 (cached)
-> installed conf-libffi.2.0.0
-> installed conf-zlib.1
-> retrieved csv.2.4 (cached)
-> retrieved ctypes.0.23.0, ctypes-foreign.0.23.0 (cached)
-> retrieved curl.0.10.0 (cached)
-> retrieved fieldslib.v0.17.0 (cached)
-> retrieved fmt.0.11.0 (cached)
-> retrieved integers.0.7.0 (cached)
-> retrieved jane-street-headers.v0.17.0 (cached)
-> retrieved jst-config.v0.17.0 (cached)
-> retrieved logs.0.9.0 (cached)
-> retrieved mtime.2.1.0 (cached)
-> retrieved multicore-magic.2.3.1 (cached)
-> retrieved mdx.2.5.0 (cached)
-> retrieved num.1.6 (cached)
-> retrieved ocaml-compiler-libs.v0.17.0 (cached)
-> retrieved ocaml-syntax-shims.1.0.0 (cached)
-> retrieved ocaml-version.4.0.1 (cached)
-> retrieved ocaml_intrinsics_kernel.v0.17.1 (cached)
-> retrieved ocamlbuild.0.16.1 (cached)
-> retrieved ocamlfind.1.9.8 (cached)
-> retrieved parsexp.v0.17.0 (cached)
-> retrieved pp.2.0.0 (cached)
-> retrieved pprint.20230830 (cached)
-> retrieved ppx_assert.v0.17.0 (cached)
-> retrieved ppx_base.v0.17.0 (cached)
-> retrieved ppx_cold.v0.17.0 (cached)
-> retrieved ppx_compare.v0.17.0 (cached)
-> retrieved ppx_derivers.1.2.1 (cached)
-> retrieved dune.3.19.1, dune-configurator.3.19.1, dune-private-libs.3.19.1, dune-site.3.19.1, dyn.3.19.1, ordering.3.19.1, stdune.3.19.1 (cached)
-> retrieved ppx_deriving.6.1.1 (cached)
-> retrieved ppx_enumerate.v0.17.0 (cached)
-> retrieved ppx_expect.v0.17.3 (cached)
-> retrieved ppx_fields_conv.v0.17.0 (cached)
-> retrieved ppx_globalize.v0.17.2 (cached)
-> retrieved ppx_hash.v0.17.0 (cached)
-> retrieved ppx_here.v0.17.0 (cached)
-> retrieved ppx_inline_test.v0.17.1 (cached)
-> retrieved ppx_optcomp.v0.17.1 (cached)
-> installed cmdliner.1.3.0
-> installed num.1.6
-> retrieved ppx_minidebug.2.3.0 (cached)
-> retrieved ppx_sexp_conv.v0.17.1 (cached)
-> retrieved ppx_string.v0.17.0 (cached)
-> retrieved ppx_variants_conv.v0.17.1 (cached)
-> retrieved ppxlib_jane.v0.17.4 (cached)
-> retrieved ptime.1.2.0 (cached)
-> retrieved ppxlib.0.36.0 (cached)
-> retrieved re.1.13.2 (cached)
-> retrieved result.1.5 (cached)
-> retrieved seq.base (cached)
-> installed seq.base
-> retrieved sexplib.v0.17.0 (cached)
-> retrieved sexplib0.v0.17.0 (cached)
-> retrieved saturn_lockfree.0.5.0 (cached)
-> retrieved printbox.0.12, printbox-ext-plot.0.12, printbox-html.0.12, printbox-md.0.12, printbox-text.0.12 (cached)
-> retrieved stdio.v0.17.0 (cached)
-> retrieved stdlib-shims.0.3.0 (cached)
-> retrieved thread-local-storage.0.2 (cached)
-> retrieved time_now.v0.17.0 (cached)
-> retrieved topkg.1.1.0 (cached)
-> retrieved tyxml.4.6.0 (cached)
-> retrieved uutf.1.0.4 (cached)
-> retrieved variantslib.v0.17.0 (cached)
-> retrieved uucp.16.0.0 (cached)
-> installed ocamlfind.1.9.8
-> installed base-bytes.base
-> installed camlzip.1.13
-> installed ocamlbuild.0.16.1
-> installed topkg.1.1.0
-> installed mtime.2.1.0
-> installed uutf.1.0.4
-> installed fmt.0.11.0
-> installed ptime.1.2.0
-> installed astring.0.8.5
-> installed logs.0.9.0
-> installed dune.3.19.1
-> installed backoff.0.1.1
-> installed bigarray-compat.1.1.0
-> installed camlp-streams.5.0.1
-> installed csexp.1.5.2
-> installed cppo.1.8.0
-> installed csv.2.4
-> installed jane-street-headers.v0.17.0
-> installed multicore-magic.2.3.1
-> installed ocaml-compiler-libs.v0.17.0
-> installed ocaml-syntax-shims.1.0.0
-> installed ocaml-version.4.0.1
-> installed ocaml_intrinsics_kernel.v0.17.1
-> installed pp.2.0.0
-> installed pprint.20230830
-> installed ppx_derivers.1.2.1
-> installed printbox.0.12
-> installed re.1.13.2
-> installed result.1.5
-> installed sexplib0.v0.17.0
-> installed stdlib-shims.0.3.0
-> installed thread-local-storage.0.2
-> installed saturn_lockfree.0.5.0
-> installed integers.0.7.0
-> installed ordering.3.19.1
-> installed parsexp.v0.17.0
-> installed dune-configurator.3.19.1
-> installed dyn.3.19.1
-> installed sexplib.v0.17.0
-> installed bigstringaf.0.10.0
-> installed mdx.2.5.0
-> installed angstrom.0.16.1
-> installed curl.0.10.0
-> installed tyxml.4.6.0
-> installed printbox-html.0.12
-> installed stdune.3.19.1
-> installed uucp.16.0.0
-> installed ctypes.0.23.0
-> installed printbox-text.0.12
-> installed printbox-md.0.12
-> installed base.v0.17.3
-> installed printbox-ext-plot.0.12
-> installed dune-private-libs.3.19.1
-> installed fieldslib.v0.17.0
-> installed stdio.v0.17.0
-> installed variantslib.v0.17.0
-> installed ctypes-foreign.0.23.0
-> installed dune-site.3.19.1
-> installed ppxlib.0.36.0
-> installed ppx_optcomp.v0.17.1
-> installed ppxlib_jane.v0.17.4
-> installed ppx_cold.v0.17.0
-> installed ppx_here.v0.17.0
-> installed ppx_variants_conv.v0.17.1
-> installed ppx_fields_conv.v0.17.0
-> installed ppx_globalize.v0.17.2
-> installed ppx_enumerate.v0.17.0
-> installed ppx_deriving.6.1.1
-> installed ppx_compare.v0.17.0
-> installed ppx_sexp_conv.v0.17.1
-> installed ppx_hash.v0.17.0
-> installed ppx_assert.v0.17.0
-> installed ppx_minidebug.2.3.0
-> installed ppx_base.v0.17.0
-> installed jst-config.v0.17.0
-> installed ppx_string.v0.17.0
-> installed time_now.v0.17.0
-> installed ppx_inline_test.v0.17.1
-> installed ppx_expect.v0.17.3
Done.
# To update the current shell environment, run: eval $(opam env)
2025-08-14 09:14.15 ---> using "59f43b81e48adac6abe6cd91a0c36b11352f9254e0345efe4f665e4f4d8f8556" from cache
/src: (copy (src .) (dst /src))
2025-08-14 09:14.15 ---> saved as "4685f8c941d98ff8076bca090df9cc988f4cabfb2bf9a057f0ee5067911e4068"
/src: (run (shell "opam exec -- dune build @install @check @runtest && rm -rf _build"))
File "arrayjit/test/dune", line 6, characters 16-24:
6 | (pps ppx_here ppx_jane)))
^^^^^^^^
Error: Library "ppx_jane" not found.
-> required by
_build/default/arrayjit/test/.merlin-conf/exe-test_numerical_types
-> required by alias arrayjit/test/check
(cd _build/default/test/operations/config && ../../../arrayjit/bin/read_config.exe --read=backend)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Wrote value of 'backend' to ocannl_backend.txt
(cd _build/default/test/ppx && ./test_ppx_op.exe)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/default/test/operations && ./threefry4x32_demo.exe --ocannl_output_prec_in_ll_files=true --ocannl_output_debug_files_in_build_directory=true)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Generated 48 uniform random numbers:
[0]: 0.205322
[1]: 0.188110
[2]: 0.220215
[3]: 0.073975
[4]: 0.374023
[5]: 0.494141
[6]: 0.410400
[7]: 0.102295
[8]: 0.160400
[9]: 0.635254
[10]: 0.657715
[11]: 0.580566
[12]: 0.698730
[13]: 0.979492
[14]: 0.033386
[15]: 0.711426
[16]: 0.600098
[17]: 0.772461
[18]: 0.133789
[19]: 0.799316
[20]: 0.664062
[21]: 0.045898
[22]: 0.072632
[23]: 0.610352
[24]: 0.855469
[25]: 0.286377
[26]: 0.113281
[27]: 0.690430
[28]: 0.365479
[29]: 0.236328
[30]: 0.400146
[31]: 0.354248
[32]: 0.851562
[33]: 0.613281
[34]: 0.859863
[35]: 0.624023
[36]: 0.302246
[37]: 0.005325
[38]: 0.874023
[39]: 0.461914
[40]: 0.002930
[41]: 0.811035
[42]: 0.319824
[43]: 0.088684
[44]: 0.597656
[45]: 0.608887
[46]: 0.076538
[47]: 0.784668
(cd _build/default/test/operations && ./test_threefry_precision.exe)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Threefry4x32 result precision: uint4x32
Uniform result precision: single
Retrieving commandline, environment, or config file variable ocannl_backend
Found sync_cc, in the config file
Retrieving commandline, environment, or config file variable ocannl_cd_ident_style
Not found, using default heuristic
Retrieving commandline, environment, or config file variable ocannl_ll_ident_style
Not found, using default heuristic
Retrieving commandline, environment, or config file variable ocannl_output_prec_in_ll_files
Not found, using default false
Retrieving commandline, environment, or config file variable ocannl_inline_complex_computations
Not found, using default true
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_stack_threshold_in_bytes
Not found, using default 16384
Retrieving commandline, environment, or config file variable ocannl_output_dlls_in_build_directory
Not found, using default false
Retrieving commandline, environment, or config file variable ocannl_cc_backend_optimization_level
Not found, using default 3
Retrieving commandline, environment, or config file variable ocannl_cc_backend_compiler_command
Not found, using default gcc
Retrieving commandline, environment, or config file variable ocannl_cc_backend_verify_codesign
Not found, using default false
Compilation successful!
Actual tensor precision in context: uint4x32
(cd _build/default/test/operations && ./top_down_prec.exe --ocannl_output_prec_in_ll_files=true --ocannl_output_debug_files_in_build_directory=true)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
#8 *._d
8.00
#9 grad_*._d Virt/30
<void>
#6 + Virt/152 │#4 c non-emb
<void> │ 2.00
#7 grad_+ Virt/30 │#5 grad_c Local/26030
<void> │<void>
#0 a non-emb │#2 b non-emb │
2.00 │ 2.00 │
#1 grad_a Local/26030│#3 grad_b Local/26030│
<void> │<void> │
(cd _build/default/test/ppx && ./test_ppx_op_expected.exe)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/25ea90858fdc8382afd7cce8a958480c/default/test/operations && .operations_tutorials.inline-tests/inline-test-runner.exe inline-test-runner operations_tutorials -partition 'Found 0, in the config file' -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/25ea90858fdc8382afd7cce8a958480c/default/test/operations && .operations_tutorials.inline-tests/inline-test-runner.exe inline-test-runner operations_tutorials -partition 'Retrieving commandline, environment, or config file variable ocannl_log_level' -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/6961c661d4f43a4e96007f52b730c822/default/test/einsum && .einsum_tutorials.inline-tests/inline-test-runner.exe inline-test-runner einsum_tutorials -partition 'Retrieving commandline, environment, or config file variable ocannl_log_level' -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/6961c661d4f43a4e96007f52b730c822/default/test/einsum && .einsum_tutorials.inline-tests/inline-test-runner.exe inline-test-runner einsum_tutorials -partition 'Found 0, in the config file' -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/25ea90858fdc8382afd7cce8a958480c/default/test/operations && .operations_tutorials.inline-tests/inline-test-runner.exe inline-test-runner operations_tutorials -partition test_threefry4x32.ml -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/default/test/operations && ./micrograd_demo_logging.exe --ocannl_debug_backend=text --ocannl_log_file_stem=micrograd_demo_logging --ocannl_log_main_domain_to_stdout=false --ocannl_debug_log_to_stream_files=true)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Retrieving commandline, environment, or config file variable ocannl_backend
Found sync_cc, in the config file
Retrieving commandline, environment, or config file variable ocannl_never_capture_stdout
Not found, using default false
Retrieving commandline, environment, or config file variable ocannl_cd_ident_style
Not found, using default heuristic
Retrieving commandline, environment, or config file variable ocannl_ll_ident_style
Not found, using default heuristic
Retrieving commandline, environment, or config file variable ocannl_output_prec_in_ll_files
Not found, using default false
Retrieving commandline, environment, or config file variable ocannl_inline_complex_computations
Not found, using default true
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_stack_threshold_in_bytes
Not found, using default 16384
Retrieving commandline, environment, or config file variable ocannl_output_dlls_in_build_directory
Not found, using default false
Retrieving commandline, environment, or config file variable ocannl_cc_backend_optimization_level
Not found, using default 3
Retrieving commandline, environment, or config file variable ocannl_cc_backend_compiler_command
Not found, using default gcc
Retrieving commandline, environment, or config file variable ocannl_cc_backend_verify_codesign
Not found, using default false
HERE: test/operations/micrograd_demo_logging.ml:35:21
┌────────────────────┐
│[70]: +_g shape 0:1 │
│┌┬─────────┐ │
│││axis 0 │ │
│├┼─────────┤ │
│││ 2.47e+1 │ │
│└┴─────────┘ │
└────────────────────┘
HERE: test/operations/micrograd_demo_logging.ml:36:21
┌─────────────────┐
│[0]: a shape 0:1 │
│┌┬───────┐ │
│││axis 0 │ │
│├┼───────┤ │
│││ -4.00 │ │
│└┴───────┘ │
└─────────────────┘
┌────────────────────────┐
│[0]: a shape 0:1 grad_a│
│┌┬─────────┐ │
│││axis 0 │ │
│├┼─────────┤ │
│││ 1.38e+2 │ │
│└┴─────────┘ │
└────────────────────────┘
HERE: test/operations/micrograd_demo_logging.ml:37:21
┌─────────────────┐
│[2]: b shape 0:1 │
│┌┬──────┐ │
│││axis 0│ │
│├┼──────┤ │
│││ 2.00 │ │
│└┴──────┘ │
└─────────────────┘
┌────────────────────────┐
│[2]: b shape 0:1 grad_b│
│┌┬─────────┐ │
│││axis 0 │ │
│├┼─────────┤ │
│││ 6.45e+2 │ │
│└┴─────────┘ │
└────────────────────────┘
File "test/einsum/moons_demo_variant.expected", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum/moons_demo_variant.expected _build/default/test/einsum/moons_demo_variant.exe.output
diff --git a/_build/default/test/einsum/moons_demo_variant.expected b/_build/default/test/einsum/moons_demo_variant.exe.output
index dec6b08..0d56a97 100644
--- a/_build/default/test/einsum/moons_demo_variant.expected
+++ b/_build/default/test/einsum/moons_demo_variant.exe.output
@@ -42,6 +42,7 @@ n41 grad_relu_margin_loss as relu_margin_loss.grad: Virt/151; single prec 10x1;
n42 10 as _10: Virt/40; single prec 1; mem in bytes: <not-in-yet>
n43 => as n43: Local/9046; single prec 1; mem in bytes: <not-in-yet>
n44 grad_=> as n43.grad: Virt/40; single prec 1; mem in bytes: <not-in-yet>
+n45 /._scalar_loss as scalar_loss: Host&stream/412410; single prec 1; mem in bytes: <not-in-yet>
n46 grad_/._scalar_loss as scalar_loss.grad: Virt/40; single prec 1; mem in bytes: <not-in-yet>
n47 1 as _1: Virt/40; single prec 1; mem in bytes: <not-in-yet>
n48 200 as _200: Virt/40; single prec 1; mem in bytes: <not-in-yet>
@@ -52,6 +53,7 @@ n52 *. as n52: Virt/40; single prec 1; mem in bytes: <not-in-yet>
n53 - as n53: Virt/152; single prec 1; mem in bytes: <not-in-yet>
n54 0.1 as n54: Virt/40; single prec 1; mem in bytes: <not-in-yet>
n55 *. as n55: Virt/152; single prec 1; mem in bytes: <not-in-yet>
+n56 /._learning_rate as learning_rate: Host&stream/412410; single prec 1; mem in bytes: <not-in-yet>
n57 sgd_delta_b1 as sgd_delta_b1: Virt/15; single prec 16; mem in bytes: <not-in-yet>
n58 sgd_momentum_b1 as sgd_momentum_b1: unknown; single prec <not-in-yet>; mem in bytes: <not-in-yet>
n59 0.0001 as n59: Virt/40; single prec 1; mem in bytes: <not-in-yet>
(cd _build/.sandbox/25ea90858fdc8382afd7cce8a958480c/default/test/operations && .operations_tutorials.inline-tests/inline-test-runner.exe inline-test-runner operations_tutorials -partition zero2hero_1of7.ml -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/25ea90858fdc8382afd7cce8a958480c/default/test/operations && .operations_tutorials.inline-tests/inline-test-runner.exe inline-test-runner operations_tutorials -partition primitive_ops.ml -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/einsum/einsum_trivia_exec.expected", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum/einsum_trivia_exec.expected _build/default/test/einsum/einsum_trivia_exec.exe.output
diff --git a/_build/default/test/einsum/einsum_trivia_exec.expected b/_build/default/test/einsum/einsum_trivia_exec.exe.output
index 7b623db..dac7ec4 100644
--- a/_build/default/test/einsum/einsum_trivia_exec.expected
+++ b/_build/default/test/einsum/einsum_trivia_exec.exe.output
@@ -657,159 +657,159 @@ HERE: test/einsum/einsum_trivia_exec.ml:229:21
│└──────┴────────────────────────────────────┘│
└─────────────────────────────────────────────┘
HERE: test/einsum/einsum_trivia_exec.ml:254:21
-┌────────────────────────────────┐
-│[9]: ;=>+ shape 0:4,1:5,2:6,3:3 │
-│┌──────┬──────────────────┐ │
-││0 @ 0 │axis 3 │ │
-│├──────┼──────────────────┤ │
-││0 @ 1 │ 0.00 0.00 0.00 │ │
-││axis 2│ 0.00 0.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 0.00 0.00 4.00 │ │
-││ │ 0.00 0.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││1 @ 1 │ 0.00 1.00 0.00 │ │
-││axis 2│ 0.00 1.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 0.00 1.00 4.00 │ │
-││ │ 0.00 1.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││2 @ 1 │ 0.00 2.00 0.00 │ │
-││axis 2│ 0.00 2.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 0.00 2.00 4.00 │ │
-││ │ 0.00 2.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││3 @ 1 │ 0.00 3.00 0.00 │ │
-││axis 2│ 0.00 3.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 0.00 3.00 4.00 │ │
-││ │ 0.00 3.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││4 @ 1 │ 0.00 4.00 0.00 │ │
-││axis 2│ 0.00 4.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 0.00 4.00 4.00 │ │
-││ │ 0.00 4.00 5.00 │ │
-│└──────┴──────────────────┘ │
-├────────────────────────────────┤
-│┌──────┬──────────────────┐ │
-││1 @ 0 │axis 3 │ │
-│├──────┼──────────────────┤ │
-││0 @ 1 │ 1.00 0.00 0.00 │ │
-││axis 2│ 1.00 0.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 1.00 0.00 4.00 │ │
-││ │ 1.00 0.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││1 @ 1 │ 1.00 1.00 0.00 │ │
-││axis 2│ 1.00 1.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 1.00 1.00 4.00 │ │
-││ │ 1.00 1.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││2 @ 1 │ 1.00 2.00 0.00 │ │
-││axis 2│ 1.00 2.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 1.00 2.00 4.00 │ │
-││ │ 1.00 2.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││3 @ 1 │ 1.00 3.00 0.00 │ │
-││axis 2│ 1.00 3.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 1.00 3.00 4.00 │ │
-││ │ 1.00 3.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││4 @ 1 │ 1.00 4.00 0.00 │ │
-││axis 2│ 1.00 4.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 1.00 4.00 4.00 │ │
-││ │ 1.00 4.00 5.00 │ │
-│└──────┴──────────────────┘ │
-├────────────────────────────────┤
-│┌──────┬──────────────────┐ │
-││2 @ 0 │axis 3 │ │
-│├──────┼──────────────────┤ │
-││0 @ 1 │ 2.00 0.00 0.00 │ │
-││axis 2│ 2.00 0.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 2.00 0.00 4.00 │ │
-││ │ 2.00 0.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││1 @ 1 │ 2.00 1.00 0.00 │ │
-││axis 2│ 2.00 1.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 2.00 1.00 4.00 │ │
-││ │ 2.00 1.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││2 @ 1 │ 2.00 2.00 0.00 │ │
-││axis 2│ 2.00 2.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 2.00 2.00 4.00 │ │
-││ │ 2.00 2.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││3 @ 1 │ 2.00 3.00 0.00 │ │
-││axis 2│ 2.00 3.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 2.00 3.00 4.00 │ │
-││ │ 2.00 3.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││4 @ 1 │ 2.00 4.00 0.00 │ │
-││axis 2│ 2.00 4.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 2.00 4.00 4.00 │ │
-││ │ 2.00 4.00 5.00 │ │
-│└──────┴──────────────────┘ │
-├────────────────────────────────┤
-│┌──────┬──────────────────┐ │
-││3 @ 0 │axis 3 │ │
-│├──────┼──────────────────┤ │
-││0 @ 1 │ 3.00 0.00 0.00 │ │
-││axis 2│ 3.00 0.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 3.00 0.00 4.00 │ │
-││ │ 3.00 0.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││1 @ 1 │ 3.00 1.00 0.00 │ │
-││axis 2│ 3.00 1.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 3.00 1.00 4.00 │ │
-││ │ 3.00 1.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││2 @ 1 │ 3.00 2.00 0.00 │ │
-││axis 2│ 3.00 2.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 3.00 2.00 4.00 │ │
-││ │ 3.00 2.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││3 @ 1 │ 3.00 3.00 0.00 │ │
-││axis 2│ 3.00 3.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 3.00 3.00 4.00 │ │
-││ │ 3.00 3.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││4 @ 1 │ 3.00 4.00 0.00 │ │
-││axis 2│ 3.00 4.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 3.00 4.00 4.00 │ │
-││ │ 3.00 4.00 5.00 │ │
-│└──────┴──────────────────┘ │
-└────────────────────────────────┘
+┌───────────────────────────────────┐
+│[9]: ;=>+ shape 0:4,1:5,2:6,3:3 │
+│┌──────┬──────────────────────────┐│
+││0 @ 0 │axis 3 ││
+│├──────┼──────────────────────────┤│
+││0 @ 1 │ 5.68e+29 7.00e-45 0.00 ││
+││axis 2│ 0.00 -5.01e-3 1.00 ││
+││ │ ... ... ... ││
+││ │ -5.01e-3 4.08e-41 4.00 ││
+││ │ 4.08e-41 -5.01e-3 5.00 ││
+│├──────┼──────────────────────────┤│
+││1 @ 1 │ 5.68e+29 1.00 0.00 ││
+││axis 2│ 0.00 9.94e-1 1.00 ││
+││ │ ... ... ... ││
+││ │ -5.01e-3 1.00 4.00 ││
+││ │ 4.08e-41 9.94e-1 5.00 ││
+│├──────┼──────────────────────────┤│
+││2 @ 1 │ 5.68e+29 2.00 0.00 ││
+││axis 2│ 0.00 1.99 1.00 ││
+││ │ ... ... ... ││
+││ │ -5.01e-3 2.00 4.00 ││
+││ │ 4.08e-41 1.99 5.00 ││
+│├──────┼──────────────────────────┤│
+││3 @ 1 │ 5.68e+29 3.00 0.00 ││
+││axis 2│ 0.00 2.99 1.00 ││
+││ │ ... ... ... ││
+││ │ -5.01e-3 3.00 4.00 ││
+││ │ 4.08e-41 2.99 5.00 ││
+│├──────┼──────────────────────────┤│
+││4 @ 1 │ 5.68e+29 4.00 0.00 ││
+││axis 2│ 0.00 3.99 1.00 ││
+││ │ ... ... ... ││
+││ │ -5.01e-3 4.00 4.00 ││
+││ │ 4.08e-41 3.99 5.00 ││
+│└──────┴──────────────────────────┘│
+├───────────────────────────────────┤
+│┌──────┬──────────────────────────┐│
+││1 @ 0 │axis 3 ││
+│├──────┼──────────────────────────┤│
+││0 @ 1 │ 5.68e+29 7.00e-45 0.00 ││
+││axis 2│ 1.00 -5.01e-3 1.00 ││
+││ │ ... ... ... ││
+││ │ 9.94e-1 4.08e-41 4.00 ││
+││ │ 1.00 -5.01e-3 5.00 ││
+│├──────┼──────────────────────────┤│
+││1 @ 1 │ 5.68e+29 1.00 0.00 ││
+││axis 2│ 1.00 9.94e-1 1.00 ││
+││ │ ... ... ... ││
+││ │ 9.94e-1 1.00 4.00 ││
+││ │ 1.00 9.94e-1 5.00 ││
+│├──────┼──────────────────────────┤│
+││2 @ 1 │ 5.68e+29 2.00 0.00 ││
+││axis 2│ 1.00 1.99 1.00 ││
+││ │ ... ... ... ││
+││ │ 9.94e-1 2.00 4.00 ││
+││ │ 1.00 1.99 5.00 ││
+│├──────┼──────────────────────────┤│
+││3 @ 1 │ 5.68e+29 3.00 0.00 ││
+││axis 2│ 1.00 2.99 1.00 ││
+││ │ ... ... ... ││
+││ │ 9.94e-1 3.00 4.00 ││
+││ │ 1.00 2.99 5.00 ││
+│├──────┼──────────────────────────┤│
+││4 @ 1 │ 5.68e+29 4.00 0.00 ││
+││axis 2│ 1.00 3.99 1.00 ││
+││ │ ... ... ... ││
+││ │ 9.94e-1 4.00 4.00 ││
+││ │ 1.00 3.99 5.00 ││
+│└──────┴──────────────────────────┘│
+├───────────────────────────────────┤
+│┌──────┬──────────────────────────┐│
+││2 @ 0 │axis 3 ││
+│├──────┼──────────────────────────┤│
+││0 @ 1 │ 5.68e+29 7.00e-45 0.00 ││
+││axis 2│ 2.00 -5.01e-3 1.00 ││
+││ │ ... ... ... ││
+││ │ 1.99 4.08e-41 4.00 ││
+││ │ 2.00 -5.01e-3 5.00 ││
+│├──────┼──────────────────────────┤│
+││1 @ 1 │ 5.68e+29 1.00 0.00 ││
+││axis 2│ 2.00 9.94e-1 1.00 ││
+││ │ ... ... ... ││
+││ │ 1.99 1.00 4.00 ││
+││ │ 2.00 9.94e-1 5.00 ││
+│├──────┼──────────────────────────┤│
+││2 @ 1 │ 5.68e+29 2.00 0.00 ││
+││axis 2│ 2.00 1.99 1.00 ││
+││ │ ... ... ... ││
+││ │ 1.99 2.00 4.00 ││
+││ │ 2.00 1.99 5.00 ││
+│├──────┼──────────────────────────┤│
+││3 @ 1 │ 5.68e+29 3.00 0.00 ││
+││axis 2│ 2.00 2.99 1.00 ││
+││ │ ... ... ... ││
+││ │ 1.99 3.00 4.00 ││
+││ │ 2.00 2.99 5.00 ││
+│├──────┼──────────────────────────┤│
+││4 @ 1 │ 5.68e+29 4.00 0.00 ││
+││axis 2│ 2.00 3.99 1.00 ││
+││ │ ... ... ... ││
+││ │ 1.99 4.00 4.00 ││
+││ │ 2.00 3.99 5.00 ││
+│└──────┴──────────────────────────┘│
+├───────────────────────────────────┤
+│┌──────┬──────────────────────────┐│
+││3 @ 0 │axis 3 ││
+│├──────┼──────────────────────────┤│
+││0 @ 1 │ 5.68e+29 7.00e-45 0.00 ││
+││axis 2│ 3.00 -5.01e-3 1.00 ││
+││ │ ... ... ... ││
+││ │ 2.99 4.08e-41 4.00 ││
+││ │ 3.00 -5.01e-3 5.00 ││
+│├──────┼──────────────────────────┤│
+││1 @ 1 │ 5.68e+29 1.00 0.00 ││
+││axis 2│ 3.00 9.94e-1 1.00 ││
+││ │ ... ... ... ││
+││ │ 2.99 1.00 4.00 ││
+││ │ 3.00 9.94e-1 5.00 ││
+│├──────┼──────────────────────────┤│
+││2 @ 1 │ 5.68e+29 2.00 0.00 ││
+││axis 2│ 3.00 1.99 1.00 ││
+││ │ ... ... ... ││
+││ │ 2.99 2.00 4.00 ││
+││ │ 3.00 1.99 5.00 ││
+│├──────┼──────────────────────────┤│
+││3 @ 1 │ 5.68e+29 3.00 0.00 ││
+││axis 2│ 3.00 2.99 1.00 ││
+││ │ ... ... ... ││
+││ │ 2.99 3.00 4.00 ││
+││ │ 3.00 2.99 5.00 ││
+│├──────┼──────────────────────────┤│
+││4 @ 1 │ 5.68e+29 4.00 0.00 ││
+││axis 2│ 3.00 3.99 1.00 ││
+││ │ ... ... ... ││
+││ │ 2.99 4.00 4.00 ││
+││ │ 3.00 3.99 5.00 ││
+│└──────┴──────────────────────────┘│
+└───────────────────────────────────┘
HERE: test/einsum/einsum_trivia_exec.ml:255:21
[1]: =>_ti shape 0:4,1:3 <not-hosted>
HERE: test/einsum/einsum_trivia_exec.ml:256:21
-┌───────────────────────────┐
-│[7]: =>_tk shape 0:6,1:3 │
-│┌──────┬──────────────────┐│
-││ │axis 1 ││
-│├──────┼──────────────────┤│
-││axis 0│ 0.00 0.00 0.00 ││
-││ │ 0.00 0.00 1.00 ││
-││ │ ... ... ... ││
-││ │ 0.00 0.00 4.00 ││
-││ │ 0.00 0.00 5.00 ││
-│└──────┴──────────────────┘│
-└───────────────────────────┘
+┌───────────────────────────────────┐
+│[7]: =>_tk shape 0:6,1:3 │
+│┌──────┬──────────────────────────┐│
+││ │axis 1 ││
+│├──────┼──────────────────────────┤│
+││axis 0│ 5.68e+29 7.00e-45 0.00 ││
+││ │ 0.00 -5.01e-3 1.00 ││
+││ │ ... ... ... ││
+││ │ -5.01e-3 4.08e-41 4.00 ││
+││ │ 4.08e-41 -5.01e-3 5.00 ││
+│└──────┴──────────────────────────┘│
+└───────────────────────────────────┘
HERE: test/einsum/einsum_trivia_exec.ml:278:21
┌─────────────────────────────────────────────────────────────────┐
│[2]: ;=>_c shape 0:3|1:4,2:2 │
(cd _build/.sandbox/25ea90858fdc8382afd7cce8a958480c/default/test/operations && .operations_tutorials.inline-tests/inline-test-runner.exe inline-test-runner operations_tutorials -partition hello_world_op.ml -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/operations/zero2hero_1of7.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/operations/zero2hero_1of7.ml _build/.sandbox/25ea90858fdc8382afd7cce8a958480c/default/test/operations/zero2hero_1of7.ml.corrected
diff --git a/_build/default/test/operations/zero2hero_1of7.ml b/_build/.sandbox/25ea90858fdc8382afd7cce8a958480c/default/test/operations/zero2hero_1of7.ml.corrected
index ffc9c4b..5a455b3 100644
--- a/_build/default/test/operations/zero2hero_1of7.ml
+++ b/_build/.sandbox/25ea90858fdc8382afd7cce8a958480c/default/test/operations/zero2hero_1of7.ml.corrected
@@ -273,21 +273,21 @@ let%expect_test "Simple gradients hosted" =
[%expect
{|
#12 *._l
- 0.00
+ -3.28e-23
#13 grad_*._l
- 0.00
+ -3.28e-23
#8 +_d │#10 f non-emb
- 0.00 │ -2.00
+ -3.28e-23 │ -2.00
#9 grad_+_d │#11 grad_f
- 0.00 │ 0.00
+ -3.28e-23 │ -3.28e-23
#4 *._e │#6 c non-emb│
- 0.00 │ 1.00e+1 │
+ 3.02e-20 │ 1.00e+1 │
#5 grad_*._e │#7 grad_c │
- 0.00 │ 0.00 │
+ -3.28e-23 │ -3.28e-23 │
#0 a non-emb│#2 b non-emb│ │
2.00 │ -3.00 │ │
#1 grad_a │#3 grad_b │ │
- 0.00 │ 0.00 │ │
+ -1.75e+31 │ -1.64e+31 │ │
|}];
(* Do not update the params: all values and gradients will be at initial points, which are
specified in the tensor in the brackets. *)
@@ -403,21 +403,21 @@ let%expect_test "Simple gradients virtual" =
[%expect
{|
#12 *._l
- 0.00
+ -3.28e-23
#13 grad_*._l Virt/40
<void>
#8 +_d Virt/152 │#10 f non-emb
<void> │ -2.00
#9 grad_+_d Virt/151 │#11 grad_f
- <void> │ 0.00
+ <void> │ -3.28e-23
#4 *._e Virt/152 │#6 c non-emb│
<void> │ 1.00e+1 │
#5 grad_*._e Virt/151 │#7 grad_c │
- <void> │ 0.00 │
+ <void> │ -3.28e-23 │
#0 a non-emb│#2 b non-emb│ │
2.00 │ -3.00 │ │
#1 grad_a │#3 grad_b │ │
- 0.00 │ 0.00 │ │
+ -1.68e+31 │ -1.66e+31 │ │
|}];
(* Do not update the params: all values and gradients will be at initial points, which are
specified in the tensor in the brackets. *)
(cd _build/.sandbox/6961c661d4f43a4e96007f52b730c822/default/test/einsum && .einsum_tutorials.inline-tests/inline-test-runner.exe inline-test-runner einsum_tutorials -partition einsum_trivia.ml -source-tree-root ../.. -diff-cmd -)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/einsum/einsum_trivia.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum/einsum_trivia.ml _build/.sandbox/6961c661d4f43a4e96007f52b730c822/default/test/einsum/einsum_trivia.ml.corrected
diff --git a/_build/default/test/einsum/einsum_trivia.ml b/_build/.sandbox/6961c661d4f43a4e96007f52b730c822/default/test/einsum/einsum_trivia.ml.corrected
index 2bcae70..465ab7e 100644
--- a/_build/default/test/einsum/einsum_trivia.ml
+++ b/_build/.sandbox/6961c661d4f43a4e96007f52b730c822/default/test/einsum/einsum_trivia.ml.corrected
@@ -976,144 +976,144 @@ let%expect_test "outer_sum simulating axis concatenation" =
[%expect
{|
HERE: test/einsum/einsum_trivia.ml:975:21
- ┌────────────────────────────────┐
- │[9]: ;=>+ shape 0:4,1:5,2:6,3:3 │
- │┌──────┬──────────────────┐ │
- ││0 @ 0 │axis 3 │ │
- │├──────┼──────────────────┤ │
- ││0 @ 1 │ 0.00 0.00 0.00 │ │
- ││axis 2│ 0.00 0.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 0.00 0.00 4.00 │ │
- ││ │ 0.00 0.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││1 @ 1 │ 0.00 1.00 0.00 │ │
- ││axis 2│ 0.00 1.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 0.00 1.00 4.00 │ │
- ││ │ 0.00 1.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││2 @ 1 │ 0.00 2.00 0.00 │ │
- ││axis 2│ 0.00 2.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 0.00 2.00 4.00 │ │
- ││ │ 0.00 2.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││3 @ 1 │ 0.00 3.00 0.00 │ │
- ││axis 2│ 0.00 3.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 0.00 3.00 4.00 │ │
- ││ │ 0.00 3.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││4 @ 1 │ 0.00 4.00 0.00 │ │
- ││axis 2│ 0.00 4.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 0.00 4.00 4.00 │ │
- ││ │ 0.00 4.00 5.00 │ │
- │└──────┴──────────────────┘ │
- ├────────────────────────────────┤
- │┌──────┬──────────────────┐ │
- ││1 @ 0 │axis 3 │ │
- │├──────┼──────────────────┤ │
- ││0 @ 1 │ 1.00 0.00 0.00 │ │
- ││axis 2│ 1.00 0.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 1.00 0.00 4.00 │ │
- ││ │ 1.00 0.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││1 @ 1 │ 1.00 1.00 0.00 │ │
- ││axis 2│ 1.00 1.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 1.00 1.00 4.00 │ │
- ││ │ 1.00 1.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││2 @ 1 │ 1.00 2.00 0.00 │ │
- ││axis 2│ 1.00 2.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 1.00 2.00 4.00 │ │
- ││ │ 1.00 2.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││3 @ 1 │ 1.00 3.00 0.00 │ │
- ││axis 2│ 1.00 3.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 1.00 3.00 4.00 │ │
- ││ │ 1.00 3.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││4 @ 1 │ 1.00 4.00 0.00 │ │
- ││axis 2│ 1.00 4.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 1.00 4.00 4.00 │ │
- ││ │ 1.00 4.00 5.00 │ │
- │└──────┴──────────────────┘ │
- ├────────────────────────────────┤
- │┌──────┬──────────────────┐ │
- ││2 @ 0 │axis 3 │ │
- │├──────┼──────────────────┤ │
- ││0 @ 1 │ 2.00 0.00 0.00 │ │
- ││axis 2│ 2.00 0.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 2.00 0.00 4.00 │ │
- ││ │ 2.00 0.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││1 @ 1 │ 2.00 1.00 0.00 │ │
- ││axis 2│ 2.00 1.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 2.00 1.00 4.00 │ │
- ││ │ 2.00 1.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││2 @ 1 │ 2.00 2.00 0.00 │ │
- ││axis 2│ 2.00 2.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 2.00 2.00 4.00 │ │
- ││ │ 2.00 2.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││3 @ 1 │ 2.00 3.00 0.00 │ │
- ││axis 2│ 2.00 3.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 2.00 3.00 4.00 │ │
- ││ │ 2.00 3.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││4 @ 1 │ 2.00 4.00 0.00 │ │
- ││axis 2│ 2.00 4.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 2.00 4.00 4.00 │ │
- ││ │ 2.00 4.00 5.00 │ │
- │└──────┴──────────────────┘ │
- ├────────────────────────────────┤
- │┌──────┬──────────────────┐ │
- ││3 @ 0 │axis 3 │ │
- │├──────┼──────────────────┤ │
- ││0 @ 1 │ 3.00 0.00 0.00 │ │
- ││axis 2│ 3.00 0.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 3.00 0.00 4.00 │ │
- ││ │ 3.00 0.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││1 @ 1 │ 3.00 1.00 0.00 │ │
- ││axis 2│ 3.00 1.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 3.00 1.00 4.00 │ │
- ││ │ 3.00 1.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││2 @ 1 │ 3.00 2.00 0.00 │ │
- ││axis 2│ 3.00 2.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 3.00 2.00 4.00 │ │
- ││ │ 3.00 2.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││3 @ 1 │ 3.00 3.00 0.00 │ │
- ││axis 2│ 3.00 3.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 3.00 3.00 4.00 │ │
- ││ │ 3.00 3.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││4 @ 1 │ 3.00 4.00 0.00 │ │
- ││axis 2│ 3.00 4.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 3.00 4.00 4.00 │ │
- ││ │ 3.00 4.00 5.00 │ │
- │└──────┴──────────────────┘ │
- └────────────────────────────────┘
+ ┌────────────────────────────────────┐
+ │[9]: ;=>+ shape 0:4,1:5,2:6,3:3 │
+ │┌──────┬───────────────────────────┐│
+ ││0 @ 0 │axis 3 ││
+ │├──────┼───────────────────────────┤│
+ ││0 @ 1 │ -4.69e+31 3.30e-41 0.00 ││
+ ││axis 2│ 0.00 1.93e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 0.00 0.00 5.00 ││
+ │├──────┼───────────────────────────┤│
+ ││1 @ 1 │ -4.69e+31 1.00 0.00 ││
+ ││axis 2│ 0.00 1.93e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 0.00 1.00 5.00 ││
+ │├──────┼───────────────────────────┤│
+ ││2 @ 1 │ -4.69e+31 2.00 0.00 ││
+ ││axis 2│ 0.00 1.93e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 0.00 2.00 5.00 ││
+ │├──────┼───────────────────────────┤│
+ ││3 @ 1 │ -4.69e+31 3.00 0.00 ││
+ ││axis 2│ 0.00 1.93e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 0.00 3.00 5.00 ││
+ │├──────┼───────────────────────────┤│
+ ││4 @ 1 │ -4.69e+31 4.00 0.00 ││
+ ││axis 2│ 0.00 1.94e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 0.00 4.00 5.00 ││
+ │└──────┴───────────────────────────┘│
+ ├────────────────────────────────────┤
+ │┌──────┬───────────────────────────┐│
+ ││1 @ 0 │axis 3 ││
+ │├──────┼───────────────────────────┤│
+ ││0 @ 1 │ -4.69e+31 3.30e-41 0.00 ││
+ ││axis 2│ 1.00 1.93e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 1.00 0.00 5.00 ││
+ │├──────┼───────────────────────────┤│
+ ││1 @ 1 │ -4.69e+31 1.00 0.00 ││
+ ││axis 2│ 1.00 1.93e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 1.00 1.00 5.00 ││
+ │├──────┼───────────────────────────┤│
+ ││2 @ 1 │ -4.69e+31 2.00 0.00 ││
+ ││axis 2│ 1.00 1.93e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 1.00 2.00 5.00 ││
+ │├──────┼───────────────────────────┤│
+ ││3 @ 1 │ -4.69e+31 3.00 0.00 ││
+ ││axis 2│ 1.00 1.93e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 1.00 3.00 5.00 ││
+ │├──────┼───────────────────────────┤│
+ ││4 @ 1 │ -4.69e+31 4.00 0.00 ││
+ ││axis 2│ 1.00 1.94e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 1.00 4.00 5.00 ││
+ │└──────┴───────────────────────────┘│
+ ├────────────────────────────────────┤
+ │┌──────┬───────────────────────────┐│
+ ││2 @ 0 │axis 3 ││
+ │├──────┼───────────────────────────┤│
+ ││0 @ 1 │ -4.69e+31 3.30e-41 0.00 ││
+ ││axis 2│ 2.00 1.93e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 2.00 0.00 5.00 ││
+ │├──────┼───────────────────────────┤│
+ ││1 @ 1 │ -4.69e+31 1.00 0.00 ││
+ ││axis 2│ 2.00 1.93e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 2.00 1.00 5.00 ││
+ │├──────┼───────────────────────────┤│
+ ││2 @ 1 │ -4.69e+31 2.00 0.00 ││
+ ││axis 2│ 2.00 1.93e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 2.00 2.00 5.00 ││
+ │├──────┼───────────────────────────┤│
+ ││3 @ 1 │ -4.69e+31 3.00 0.00 ││
+ ││axis 2│ 2.00 1.93e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 2.00 3.00 5.00 ││
+ │├──────┼───────────────────────────┤│
+ ││4 @ 1 │ -4.69e+31 4.00 0.00 ││
+ ││axis 2│ 2.00 1.94e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 2.00 4.00 5.00 ││
+ │└──────┴───────────────────────────┘│
+ ├────────────────────────────────────┤
+ │┌──────┬───────────────────────────┐│
+ ││3 @ 0 │axis 3 ││
+ │├──────┼───────────────────────────┤│
+ ││0 @ 1 │ -4.69e+31 3.30e-41 0.00 ││
+ ││axis 2│ 3.00 1.93e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 3.00 0.00 5.00 ││
+ │├──────┼───────────────────────────┤│
+ ││1 @ 1 │ -4.69e+31 1.00 0.00 ││
+ ││axis 2│ 3.00 1.93e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 3.00 1.00 5.00 ││
+ │├──────┼───────────────────────────┤│
+ ││2 @ 1 │ -4.69e+31 2.00 0.00 ││
+ ││axis 2│ 3.00 1.93e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 3.00 2.00 5.00 ││
+ │├──────┼───────────────────────────┤│
+ ││3 @ 1 │ -4.69e+31 3.00 0.00 ││
+ ││axis 2│ 3.00 1.93e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 3.00 3.00 5.00 ││
+ │├──────┼───────────────────────────┤│
+ ││4 @ 1 │ -4.69e+31 4.00 0.00 ││
+ ││axis 2│ 3.00 1.94e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 3.00 4.00 5.00 ││
+ │└──────┴───────────────────────────┘│
+ └────────────────────────────────────┘
|}];
Train.printf ~here:[%here] ~with_code:false ~with_grad:false ti;
[%expect
@@ -1125,18 +1125,18 @@ let%expect_test "outer_sum simulating axis concatenation" =
[%expect
{|
HERE: test/einsum/einsum_trivia.ml:1124:21
- ┌───────────────────────────┐
- │[7]: =>_tk shape 0:6,1:3 │
- │┌──────┬──────────────────┐│
- ││ │axis 1 ││
- │├──────┼──────────────────┤│
- ││axis 0│ 0.00 0.00 0.00 ││
- ││ │ 0.00 0.00 1.00 ││
- ││ │ ... ... ... ││
- ││ │ 0.00 0.00 4.00 ││
- ││ │ 0.00 0.00 5.00 ││
- │└──────┴──────────────────┘│
- └───────────────────────────┘
+ ┌────────────────────────────────────┐
+ │[7]: =>_tk shape 0:6,1:3 │
+ │┌──────┬───────────────────────────┐│
+ ││ │axis 1 ││
+ │├──────┼───────────────────────────┤│
+ ││axis 0│ -4.69e+31 3.30e-41 0.00 ││
+ ││ │ 0.00 1.93e+3 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.82e+3 3.04e+3 4.00 ││
+ ││ │ 0.00 0.00 5.00 ││
+ │└──────┴───────────────────────────┘│
+ └────────────────────────────────────┘
|}]
let%expect_test "einsum with a leftmost input axis preserved as output axis" =
File "test/training/moons_demo_mini.expected", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/training/moons_demo_mini.expected _build/default/test/training/moons_demo_mini.exe.output
diff --git a/_build/default/test/training/moons_demo_mini.expected b/_build/default/test/training/moons_demo_mini.exe.output
index ab15b52..9f3da73 100644
--- a/_build/default/test/training/moons_demo_mini.expected
+++ b/_build/default/test/training/moons_demo_mini.exe.output
@@ -3,18 +3,18 @@ Found 0, in the config file
Half-moons scatterplot and decision boundary:
┌─────────────────────────┐
│*********#***************│
-│***###########********...│
-│**#############***.......│
+│***###########***********│
+│**#############******....│
│*######%%*######.....%%%.│
-│#####**%%%..#####....%%%%│
+│#####**%%%*.#####....%%%%│
│####***%%%%..####...%%%%.│
│###***.%%%%...###..%%%%%.│
│###*....%%%%%%%##.%%%%%..│
-│***......%%%%%%%%%%%%%...│
-│**.........%%%%%%%%%%....│
+│**.......%%%%%%%%%%%%%...│
+│*..........%%%%%%%%%%....│
└─────────────────────────┘Loss:
┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ 2.66│- │
+│ 3.12│- │
│ │ │
│ │ │
│ │ │
@@ -23,8 +23,8 @@ Half-moons scatterplot and decision boundary:
│ │ │
│ │ │
│ │ │
-│ │ - │
│ │ │
+│ │ - │
│ │ │
│ ││
│ │ │
@@ -33,9 +33,11 @@ Half-moons scatterplot and decision boundary:
│ │ │
│ │ │
│l │ │
-│o │ - │
-│s │ - │
+│o │ │
│s │ │
+│s │ - │
+│ │ - │
+│ │ │
│ │ │
│ │ │
│ │ │
@@ -45,48 +47,45 @@ Half-moons scatterplot and decision boundary:
│ │ │
│ │ │
│ │ │
+│ │ │
│ │ - │
│ │ │
-│ │ - - - │
-│ │ - │
-│ │ - - │
-│ │ - - - - - - - - │
-│ │ - │
-│ │ - --- --- - - - │
-│ 0.00│ -- - -- ---- ---- --- ---- ---- --- ---- ---- --- ---- ---- - -- │
+│ │ -- - │
+│ │ - - - - - │
+│ │ - - - - - - - - - - - - - │
+│ 0.00│ - ---- --- ---- -- -- ---- -- - - --- --- - - ---- - -- --- ---- ---- - -- │
├─────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │0.00 7.90e+1│
│ │ step │
└─────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘Log-loss, for better visibility:
┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ 9.79e-1 │- │
+│ 1.13 │- │
│ │ - │
│ │ │
│ │ -- │
-│ │ - │
│ │ │
-│ │ - │
-│ │ - - - - │
-│ │ - - │
-│ │ - - - - - - - │
-│ │ - - │
-│ │ - - - │
-│ │ - - │
-│ │ --- - - │
-│ │ - - - - - - - │
-│ │ - - - │
-│l │ - - - - - - - │
-│o │ - │
-│g │ - - │
-│ │ - - - - - │
-│l │ - - - - │
-│o │ - │
-│s │ - │
-│s │ - - - │
+│ │ - │
│ │ │
│ │ │
+│ │ - │
+│ │ -- - │
+│ │ - - - │
+│ │ - - - - - │
+│ │ - - - - - - - │
+│ │ - - - - - │
+│ │ - - - - - - │
+│ │ - - - -- - - - - - - │
+│l │ -- -- - - - - - │
+│o │ - - - - - - - │
+│g │ - - │
+│ │ - - │
+│l │ - - │
+│o │ │
+│s │ │
+│s │ - │
+│ │ - - │
│ │ │
-│ │ - │
+│ │ - │
│ │ │
│ │ │
│ │ │
@@ -95,10 +94,11 @@ Half-moons scatterplot and decision boundary:
│ │ │
│ │ │
│ │ │
+│ │ - │
│ │ │
│ │ │
│ │ │
-│ -1.00e+1│ - - - - -- - - -- - - - - │
+│ -1.00e+1│ - - - - - - - │
├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │0.00 7.90e+1│
│ │ step │
File "test/training/moons_demo_parallel.expected", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/training/moons_demo_parallel.expected _build/default/test/training/moons_demo_parallel.exe.output
diff --git a/_build/default/test/training/moons_demo_parallel.expected b/_build/default/test/training/moons_demo_parallel.exe.output
index 26ca5c7..6f779fc 100644
--- a/_build/default/test/training/moons_demo_parallel.expected
+++ b/_build/default/test/training/moons_demo_parallel.exe.output
@@ -1,6 +1,6 @@
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
-Epoch loss: 10.801180
+Epoch loss: 11.252870
Half-moons scatterplot and decision boundary:
┌────────────────────────────────────────────────────────────────────────────────────────────────────┐
@@ -9,28 +9,28 @@ Half-moons scatterplot and decision boundary:
│*******************#******#*#**#**##**##*#**#***#***************************************************│
│***************#********#***#**#**#**#*#*##**##**##*************************************************│
│*************#****#*###**#*##*#*##***##*#######******#**********************************************│
-│*****************#*#****#***#***#*#*#*********#*##*##*********************************************..│
-│************#***##*###***#*#********#**#***##*#***##***#***************************************.....│
-│**********#***#****#####*#***###******#*#*#***#***#***#*##**#********************************.......│
-│***********####*#***#****#*#*****##****#**********##*************************************...........│
-│*********#****#***#**##*#*#*#*******#**##*#*##*##*#*#**#**##**************************..............│
-│**********#**#*###**#**********************#***#***#**#*##***#*********************.................│
-│***#**#****###*##*#*##************%************##*##**#*#*#*********************....................│
-│***#**#**#*#***###**#*#**********%******%********#***#****#****#*************.......................│
-│********#**###***#******************************#***#*#**#***###*********...............%.%....%....│
-│**#********####*#**#**********%******%*%************#**##***##***#****............................%.│
-│****##*****##****#************%******%****************#**#*#*#*##*#.............................%...│
-│***#*#**#***#*#****************%*%*****%*************#*##*#*#**..#...........................%.%.%..│
-│*#*#**#**#*#***#***************%*%*%%*%*****************###*....#.###...................%.%..%...%.%│
-│****##**##******************************%****************###.##..#.#.....................%%%..%.%%..│
-│***#***##*##*****************%*%%*%%%*%*************.....#.#.####.#.#...................%%%%.%..%...│
-│#*#*#*#**#*#*****************%****%*%*%%%******...........#.............................%....%.%.%..│
-│##*##***#**#*****************%***%%*%%**%*.%..................#...#.#............................%%.│
-│*#**#******#*********************%**%...%%..................##...#.###...............%.%%.%..%......│
-│#***#*##**#*********************.%...%...%.......................#..#.................%.%%.%%%..%%%.│
-│*#*##***##*****************......%.%%%.%....................###..#.##..................%.%%.........│
-│******#*#*************............%%.%.%%%%.........................#............%.%..%%..%..%......│
-│*****#****#******.....................%.%.%...................#....#..............%.%..%..%.%..%%%..│
+│*****************#*#****#***#***#*#*#*********#*##*##***********************************************│
+│************#***##*###***#*#********#**#***##*#***##***#********************************************│
+│**********#***#****#####*#***###******#*#*#***#***#***#*##**#***************************************│
+│***********####*#***#****#*#*****##****#**********##************************************************│
+│*********#****#***#**##*#*#*#*******#**##*#*##*##*#*#**#**##**************************************..│
+│**********#**#*###**#**********************#***#***#**#*##***#*******************************.......│
+│***#**#****###*##*#*##************%************##*##**#*#*#*****************************............│
+│***#**#**#*#***###**#*#**********%******%********#***#****#****#*******************.................│
+│********#**###***#******************************#***#*#**#***###**************..........%.%....%....│
+│**#********####*#**#**********%******%*%************#**##***##***#********........................%.│
+│****##*****##****#************%******%****************#**#*#*#*##*#**...........................%...│
+│***#*#**#***#*#****************%*%*****%*************#*##*#*#***.#...........................%.%.%..│
+│*#*#**#**#*#***#***************%*%*%%*%*****************###.....#.###...................%.%..%...%.%│
+│****##**##******************************%*************...###.##..#.#.....................%%%..%.%%..│
+│***#***##*##*****************%*%%*%%%*%**********........#.#.####.#.#...................%%%%.%..%...│
+│#*#*#*#**#*#*****************%****%*%*%%%****.............#.............................%....%.%.%..│
+│##*##***#**#*****************%***%%*%%**%..%..................#...#.#............................%%.│
+│*#**#******#*********************%*.%...%%..................##...#.###...............%.%%.%..%......│
+│#***#*##**#*******************...%...%...%.......................#..#.................%.%%.%%%..%%%.│
+│*#*##***##***************........%.%%%.%....................###..#.##..................%.%%.........│
+│******#*#************.............%%.%.%%%%.........................#............%.%..%%..%..%......│
+│*****#****#*****......................%.%.%...................#....#..............%.%..%..%.%..%%%..│
│*****##****.....................%...%...%%.%%..%...................#............%....%%%.%%..%......│
│******............................%..%.%%.%%.%..%%.%%...........#.##..............%%%%.........%....│
│*..................................%%..%...%..%%%%..........................%%%.....%.%..%.%........│
@@ -47,53 +47,53 @@ Half-moons scatterplot and decision boundary:
└────────────────────────────────────────────────────────────────────────────────────────────────────┘
Batch Log-loss:
┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ 3.84 │- │
-│ │ │
+│ 3.79 │- │
│ │ │
│ │- │
│ │ │
│ │ │
-│ │ - - -- │
-│ │ - ---- ---- ---- -- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- │
-│ │ - - ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- │
-│ │------------------- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- │
-│ │- - - -- ---- ---- ---- ---- ---- ---- ---- ---- ---- │
-│ │- -- - - -- ---- ---- --- ---- ---- ---- ---- ---- --- │
-│ │--- - -- - - ---- --- -- - │
-│b │ -- --- - -- - -- - -- --- - │
-│a │- - - -- - - - -- ------ ------ -- ---------------------│
-│t │ - - -- - ---- - --- - - - - - - - -│
-│c │ - - -- -- --- ---- ---- ---- ---- --- -- - - - - - - - │
-│h │ - - -- -- --- - - --- - - -- - -- - -- -- --- ---- ---- ---- ---- │
-│ │ - - -- - ------ - - - - ---- ----│
-│l │ - - - -- - - - -- - -- - - - - - - - │
-│o │ --- - --- - -- - -- --- -- - ---- -- - - - - │
-│g │ -- - - - - ---- - - - - -- - - --│
-│ │ - - - - - - --- - -- │
-│l │ - -- - - │
-│o │- - - - │
-│s │ - - │
-│s │ - - - - - - -│
-│ │ - - - - - - - - │
-│ │ - - - │
-│ │ - - │
-│ │ - - - │
-│ │ - │
-│ │ - - │
-│ │ - - │
-│ │ - │
-│ │ - │
+│ │ │
+│ │ - -- ---- - - -- - ---- - - - - │
+│ │ --- ---- ---- -- - - - -- -- - -- - ---- ---- ---- ---- ---- ---- ---- ---- │
+│ │ -- - - - - - - - - - ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- │
+│ │------------------------ ---- ---- ---- --------- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- │
+│ │ - ----- ---- --- - - - - - - - - --- - --- -- --- ---- ---- ---- ---- ---- │
+│ │ - - ---- - - - -- ---- ---- ---- -- - ---- ---- │
+│ │ --- - - - - - - - -- - - ---- ---- ---- - │
+│b │ - -- - - - - - ----------│
+│a │ -- - -- - - - - - - - - ---- ---- - -- -│
+│t │ --- - - - - - ---- - - --- --- --- -- - ---- --- │
+│c │ - -- - - - -- - ---- ---- --- ---- -- - - -- -- - - │
+│h │ - - - -- - -- - - - - - -- - --- - - - -- - ---- -- - -- - │
+│ │ - -- - -- - -- - - - -- - - -- - --│
+│l │ - - - - -- -- -- - - - -- - │
+│o │ - -- - - - - │
+│g │ - -- -- - - - - - │
+│ │ - - - - - - - │
+│l │ - - - - -- - │
+│o │ - - - - -- │
+│s │ - - - │
+│s │ - - - - - │
+│ │ - - - - - - │
+│ │ - │
+│ │ - - │
+│ │ - │
+│ │ - - - - │
+│ │ │
+│ │ - │
+│ │ │
+│ │ │
│ │ │
│ │ │
-│ │ - │
-│ -1.04e+1│ ---------------------------------------------------------------------------------------------------│
+│ │ │
+│ -1.04e+1│ -- ----------------------------------------------------------------------------------------------│
├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │0.00 1.59e+3│
│ │ step │
└─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
Epoch Log-loss:
┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ 4.38│- │
+│ 4.61│- │
│ │ │
│ │ │
│ │ │
@@ -111,28 +111,28 @@ Epoch Log-loss:
│o │ │
│c │ │
│h │ │
-│ │ │
-│l │ │
+│ │ - │
+│l │ - │
│o │ │
│g │ │
-│ │ │
+│ │ - │
│l │ │
│o │ │
│s │ │
│s │ │
│ │ │
+│ │ - │
+│ │ │
│ │ │
│ │ │
│ │ │
-│ │ - │
│ │ │
-│ │ - - │
-│ │ - ---- --- ---- -- -- │
-│ │ -- -- ---- │
-│ │ ---- ---- --- │
-│ │ - ---- ---- --- - │
-│ │ - --- ---- --- --- │
-│ 2.37│ - - ---- ---- ---- │
+│ │ --- - │
+│ │ --- -- - --- ---- - - - - │
+│ │ - - -- --- - -- ---- - │
+│ │ -- - --- - - - │
+│ │ - - - -- - ---- ---- - │
+│ 2.42│ - -- ---- ---- ---- │
├─────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │0.00 7.90e+1│
│ │ step │
File "test/training/moons_demo.expected", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/training/moons_demo.expected _build/default/test/training/moons_demo.exe.output
diff --git a/_build/default/test/training/moons_demo.expected b/_build/default/test/training/moons_demo.exe.output
index a39bfc5..4c38f33 100644
--- a/_build/default/test/training/moons_demo.expected
+++ b/_build/default/test/training/moons_demo.exe.output
@@ -2,49 +2,49 @@ Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Half-moons scatterplot and decision boundary:
┌────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│****************************************#***********************************************************│
-│********************************##*#*******#********************************************************│
-│*******************#******#*#**#**##**##*#**#***#************************************...............│
-│***************#********#***#**#**#**#*#*##**##**##*****************************....................│
-│*************#****#*###**#*##*#*##***##*#######******#**********************........................│
-│*****************#*#****#***#***#*#*#*********#*##*##*******************............................│
-│************#***##*###***#*#********#**#***##*#***##***#*************...............................│
-│**********#***#****#####*#***###******#*#*#***#***#***#*##**#****...................................│
-│***********####*#***#****#*#*****##****#**********##**********......................................│
-│*********#****#***#**##*#*#*#*......#**##*#*##*##*#*#**#**##........................................│
-│**********#**#*###**#*******...........****#***#***#**#*##...#......................................│
-│***#**#****###*##*#*##*****.......%......******##*##**#.#.#.........................................│
-│***#**#**#*#***###**#*#**........%......%....****#***#....#....#....................................│
-│********#**###***#******........................#***#*#..#...###........................%.%....%....│
-│**#********####*#**#***.......%......%.%..........**#**##...##...#................................%.│
-│****##*****##****#*****.......%......%..............**#**#.#.#.##.#.............................%...│
-│***#*#**#***#*#*******.........%.%.....%.............#*##*#*#....#...........................%.%.%..│
-│*#*#**#**#*#***#******.........%.%.%%.%................*###****.#.###...................%.%..%...%.%│
-│****##**##***********...................%................###*##*.#.#.....................%%%..%.%%..│
-│***#***##*##********.........%.%%.%%%.%..................#.#*####.#.#...................%%%%.%..%...│
-│#*#*#*#**#*#********.........%....%.%.%%%.................#...**........................%....%.%.%..│
-│##*##***#**#*******..........%...%%.%%..%..%..................#...#.#............................%%.│
-│*#**#******#*******..............%..%...%%..................##...#.###...............%.%%.%..%......│
-│#***#*##**#*******...............%...%...%.......................#..#.................%.%%.%%%..%%%.│
-│*#*##***##*******................%.%%%.%....................###..#.##..................%.%%.........│
-│******#*#********.................%%.%.%%%%.........................#............%.%..%%..%..%......│
-│*****#****#*****......................%.%.%...................#....#..............%.%..%..%.%..%%%..│
-│*****##*********................%...%...%%.%%..%...................#............%....%%%.%%..%......│
-│***************...................%..%.%%.%%.%..%%.%%...........#.##..............%%%%.........%....│
-│***************....................%%..%...%..%%%%..........................%%%.....%.%..%.%........│
-│**************........................%..%.%..%..%....................%..%..%%%%.%.%%%%%...%%.......│
-│*************.......................%%...%%%.%%%%.%.%.%%.....%...........%.%%%%%.%....%.%...........│
-│*************...........................%..%.......%.%%%....%%.%..%%%.%%..%.%.%.%..%................│
-│************............................%...%%..%....%..%%.%%.%.%....%....%%%..%.%%..%.%............│
-│************...............................%%....%..%.%%%..%%%....%%.%...%%...%%...%%...%%..........│
-│***********..................................%.%..%..%%%%%.%....%%...%%.%..%..%....%................│
-│***********................................%............%..%%.....%%..%.%.%....%....................│
-│**********.........................................%...%.%..%.%.......%%...%........................│
-│**********..............................................%%%.....%.%..%..%.....%..%..................│
-│*********.............................................%....%%%%.%.%.%....%..........................│
+│****************************************#****************************************************.......│
+│********************************##*#*******#************************************************........│
+│*******************#******#*#**#**##**##*#**#***#******************************************.........│
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+│#*#*#*#**#*#***********......%....%.%.%%%.............****#***************..............%....%.%.%..│
+│##*##***#**#**********.......%...%%.%%..%..%...........*******#***#*#****........................%%.│
+│*#**#******#**********...........%..%...%%..............****##***#*###**.............%.%%.%..%......│
+│#***#*##**#**********............%...%...%................*******#**#**...............%.%%.%%%..%%%.│
+│*#*##***##***********............%.%%%.%...................*###**#*##*.................%.%%.........│
+│******#*#***********..............%%.%.%%%%.................********#............%.%..%%..%..%......│
+│*****#****#********...................%.%.%...................#****#*.............%.%..%..%.%..%%%..│
+│*****##************.............%...%...%%.%%..%................***#............%....%%%.%%..%......│
+│******************................%..%.%%.%%.%..%%.%%...........#.##..............%%%%.........%....│
+│******************.................%%..%...%..%%%%..........................%%%.....%.%..%.%........│
+│*****************.....................%..%.%..%..%....................%..%..%%%%.%.%%%%%...%%.......│
+│*****************...................%%...%%%.%%%%.%.%.%%.....%...........%.%%%%%.%....%.%...........│
+│****************........................%..%.......%.%%%....%%.%..%%%.%%..%.%.%.%..%................│
+│****************........................%...%%..%....%..%%.%%.%.%....%....%%%..%.%%..%.%............│
+│***************............................%%....%..%.%%%..%%%....%%.%...%%...%%...%%...%%..........│
+│***************..............................%.%..%..%%%%%.%....%%...%%.%..%..%....%................│
+│**************.............................%............%..%%.....%%..%.%.%....%....................│
+│**************.....................................%...%.%..%.%.......%%...%........................│
+│*************...........................................%%%.....%.%..%..%.....%..%..................│
+│*************.........................................%....%%%%.%.%.%....%..........................│
└────────────────────────────────────────────────────────────────────────────────────────────────────┘Loss:
┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ 2.61e+1│- │
+│ 2.66e+1│- │
│ │ │
│ │ │
│ │ │
@@ -74,59 +74,59 @@ Half-moons scatterplot and decision boundary:
│ │ │
│ │ │
│ │ │
+│ │- │
│ │ │
│ │ │
-│ │ │
-│ │ │
-│ │ -- - │
-│ │- --- - --- - │
-│ │ - - - -- - -- -- - ---- - --- -- -- │
-│ │---- - - - -- - - - -- ---- - -- - -- ---- ---- ---- ---- --- - │
-│ │-------------- ---- ---- ---- ---- -- --- ---- - -- ---- ---- ---- ---- ---- ---- ---- ---- ---- │
+│ │ - │
+│ │- - -- ---- │
+│ │ -- - │
+│ │ - -- - -- --- -- │
+│ │--- - - -- ---- ---- ---- ---- -- - │
+│ │---- ---- -- ---- ---- ---- ---- --- ---- -- - - - │
│ 0.00 │----------------------------------------------------------------------------------------------------│
├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │0.00 6.39e+3│
│ │ step │
└────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘Log-loss, for better visibility:
┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ 3.26 │- │
-│ │ │
+│ 3.28 │- │
│ │ │
│ │ │
│ │ │
│ │ │
-│ │ -- - │
-│ │- - --- -- ---- - - - │
-│ │ --- -- - --- --- ---- ---- --- ---- ---- ---- - │
-│ │---- ---- - - - - - ---- -- --- ---- ---- ---- ---- -- - ---- - - - │
-│ │ --- --------- ---- -- - ---- - -- - - ---- - --- ---- ---- ---- ---- ---- ---- ---- ---- │
-│ │-------- ---- ---- ---- ---- -- --- -- - │
-│ │-- - - --- --- --- - - - -- - │
-│ │-- --- - -- - - -- - -- --- --- ---- - - │
-│ │--- ---- - -- - --- - - - -- - --- - -- - │
-│ │-- - - - - -- - - -- - - - - - -- --- - - - - - │
-│l │- - - -- - - --- - - -- - -- - ----- -- - - -- - --- - ------- ---- -------- - - │
-│o │- ---- ---- -- ------ - - - -- ----- -- - ---------- -- ---- ------- ---- -- ------ - -- - -- - │
-│g │ - -- ---- ------ - ----- - ---- - -- -- - --- ---- ---- ---- -- -- - ------------- ----- -│
-│ │- - -- -- ------ -- - ---- - -- -- -- -- - - - ------ - - - ---- -- - - - -- - --- --│
-│l │--- -- - ---- - - --- --- -- - - -- --- -------- ------- - - - --- ----- - ------- │
-│o │- - - -- ----- - - ---- - -- - - -- --- -- - ------ ---- ---- - ---- - -- - -│
-│s │- --------- - -- ---- ---- -- - -- ---- -- ---- - -- - ----- -- - - - - --│
-│s │ ---- - -------- -- ----- - -- - - - - --- -- -- -- - --- - - --- - - - │
-│ │ - -- ------ - - -- -- ----- -- -- - ---- ---- -- - --- - - - - -- - -- --- │
-│ │-- -- - -- - - - - - - --- - - -- - - -- -- - - - - - - - ---- - -│
-│ │--- -- - - - - - - ---- ---- --- --- -- -- - - -- -- - - - - --│
-│ │ - - - --- - - -- - - - - - - - - - - │
-│ │ -- --- - - - - - - -- -- ----- - - │
-│ │ - - - - - - - - - - -- - - │
-│ │ - - -- - - - - - - - - - │
-│ │ - - - - - - │
-│ │ - - - - │
-│ │ - - - │
-│ │ - - - │
+│ │- │
+│ │- - -- - -- │
+│ │ -- - -- │
+│ │ - ---- -- --- -- -- - -- │
+│ │---- -- -- - ---- ---- - -- ---- ---- │
+│ │---- ---- -- ---- ---- ---- -- -- ---- -- │
+│ │---- ---- - ---- ---- ---- ---- - - - - - │
+│ │- --- -- - -- -- - -- - - - - -- - - --- - - - │
+│ │- ------- - - -- - -- - -- - - - - - - - │
+│ │--- - -- - - --- -- - - -- - - - - - -- - │
+│ │ - ----- --- - -- ---- -- - - - - - - - -- -- -- - - - -- - - ----│
+│l │- - - ---- - -- -- - - -- --- - - -- --- - --- - - -- - - - -- - - - - - │
+│o │- ----- --- - -- - - - - - ------ --- ---- --- --- ---- -- -- -- - - - - - - -│
+│g │-- -- ----- - --- -- - - - -- - ----- -- - --- ----- -- - -- -- - -- - - --│
+│ │- ------ --- -- - ------- -- - -- ---- - -- -- -- - - - -- - -- - -- - --- - - - │
+│l │- ---------------- - - -- --- ---- - ---- - --- -- - -- - - - - - │
+│o │- - ------ -- - - --- -- -- - -- - -- -- - - - - - - - - --│
+│s │ ----- - ---- ---- -- - ------- -- -- -- -- - - - - - - -- ---- │
+│s │- -- -- --- -- - -- -- ---- - -- --- - -- - - - --- - - -- - -- │
+│ │ ---- ----- - ----- -------- -- - - --- - -- - - - - -- │
+│ │ -- -- - -- -- ------ -- -- - - - - - - - - - - │
+│ │- -- - - - --- -- - -- -- - - - -- - - │
+│ │- - - -- - - -- - - - - - - -- - - - - - │
+│ │ - - - - - - - -- - - - - - │
+│ │ - - - --- - - - - - -│
+│ │ - - -- --- - - - │
+│ │ - -- - -- - - - - │
+│ │ -- - - │
+│ │ - - - │
+│ │ - │
+│ │ - │
+│ │ - │
│ │ │
-│ │ - - │
-│ │ - - │
│ │ │
│ -1.00e+1│----------------------------------------------------------------------------------------------------│
├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
"/usr/bin/env" "bash" "-c" "opam exec -- dune build @install @check @runtest && rm -rf _build" failed with exit status 1
2025-08-14 09:17.32: Job failed: Failed: Build failed