2025-08-14 21:08.43: New job: test ahrefs/ocannl https://github.com/ahrefs/ocannl.git#refs/heads/master (075bc6a5afacfe4b756f2a95ed4d5fb87d4da681) (linux-x86_64:debian-12-5.3_opam-2.4)
Base: ocaml/opam:debian-12-ocaml-5.3@sha256:6c3206584a61f2e7d9bdcd4f930a97703856d06e2a2b9a11f433c0021b4a169d
Opam project build
To reproduce locally:
git clone --recursive "https://github.com/ahrefs/ocannl.git" -b "master" && cd "ocannl" && git reset --hard 075bc6a5
cat > Dockerfile <<'END-OF-DOCKERFILE'
FROM ocaml/opam:debian-12-ocaml-5.3@sha256:6c3206584a61f2e7d9bdcd4f930a97703856d06e2a2b9a11f433c0021b4a169d
# debian-12-5.3_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-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 ordering.3.19.1 parsexp.v0.17.0 pp.2.0.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.1 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.13.2 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 stdune.3.19.1 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.1.0 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0"
ENV CI="true"
ENV OCAMLCI="true"
RUN opam update --depexts && opam install --cli=2.4 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS
RUN opam install $DEPS
COPY --chown=1000:1000 . /src
RUN opam exec -- dune build @install @check @runtest && rm -rf _build
END-OF-DOCKERFILE
docker build .
END-REPRO-BLOCK
2025-08-14 21:08.43: Using cache hint "ahrefs/ocannl-ocaml/opam:debian-12-ocaml-5.3@sha256:6c3206584a61f2e7d9bdcd4f930a97703856d06e2a2b9a11f433c0021b4a169d-debian-12-5.3_opam-2.4-83f2c92a8149933d384aef7c4711fb31"
2025-08-14 21:08.43: Using OBuilder spec:
((from ocaml/opam:debian-12-ocaml-5.3@sha256:6c3206584a61f2e7d9bdcd4f930a97703856d06e2a2b9a11f433c0021b4a169d)
(comment debian-12-5.3_opam-2.4)
(user (uid 1000) (gid 1000))
(env CLICOLOR_FORCE 1)
(env OPAMCOLOR always)
(workdir /src)
(run (shell "sudo ln -f /usr/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-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 ordering.3.19.1 parsexp.v0.17.0 pp.2.0.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.1 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.13.2 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 stdune.3.19.1 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.1.0 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0")
(env CI true)
(env OCAMLCI true)
(run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "opam update --depexts && opam install --cli=2.4 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS"))
(run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "opam install $DEPS"))
(copy (src .) (dst /src))
(run (shell "opam exec -- dune build @install @check @runtest && rm -rf _build"))
)
2025-08-14 21:08.43: Waiting for resource in pool OCluster
2025-08-14 21:08.43: Waiting for worker…
2025-08-14 21:08.43: Got resource from pool OCluster
Building on phoebe
HEAD is now at 153e04bc Fixed, correct surjectivity testing for initialization; problem spotted and fixed by Claude Opus with my guidance on the surjectivity algo/heuristic
HEAD is now at 075bc6a5 The previous change is_bijective -> is_surjective was a mistake, but we can do better altogether, collab with Claude
(from ocaml/opam:debian-12-ocaml-5.3@sha256:6c3206584a61f2e7d9bdcd4f930a97703856d06e2a2b9a11f433c0021b4a169d)
2025-08-14 21:08.44 ---> using "8eaf3f2decb526ca35ad09f39f5f0c6ba5d9f4967b3f669a74b96aa9bc58a9eb" from cache
/: (comment debian-12-5.3_opam-2.4)
/: (user (uid 1000) (gid 1000))
/: (env CLICOLOR_FORCE 1)
/: (env OPAMCOLOR always)
/: (workdir /src)
/src: (run (shell "sudo ln -f /usr/bin/opam-2.4 /usr/bin/opam"))
2025-08-14 21:08.44 ---> using "9bfb5ad4db617b7c882826218e397cb82a80f1ec507c9ebd6af72d0eac172351" from cache
/src: (run (shell "opam init --reinit -ni"))
Configuring from /home/opam/.opamrc and then from built-in defaults.
Checking for available remotes: rsync and local, git.
- you won't be able to use mercurial repositories unless you install the hg command on your system.
- you won't be able to use darcs repositories unless you install the darcs command on your system.
This version of opam requires an update to the layout of /home/opam/.opam from version 2.0 to version 2.2, which can't be reverted.
You may want to back it up before going further.
Continue? [Y/n] y
Format upgrade done.
<><> Updating repositories ><><><><><><><><><><><><><><><><><><><><><><><><><><>
[default] Initialised
2025-08-14 21:08.44 ---> using "73df1b0e85c59612791ca1b06818024498a4e21db22828164bcac4b86a132d2a" 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 21:08.44 ---> using "bef70556134d0e5209ca1f42df4e75fea5611e6c7646e7e2d9326cf708050a96" from cache
/src: (workdir /src)
/src: (run (shell "sudo chown opam /src"))
2025-08-14 21:08.44 ---> using "e8b8362c5a4607ac8e4cae4eccf1d4704f31fa570f8fb802aafff16220f66edd" 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 21:08.44 ---> using "7b5e471a9ce5351d615a5fa05832ea7c8a2adceaa1d621a289da90c524e9796d" from cache
/src: (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./))
2025-08-14 21:08.44 ---> using "a1fe2d0438f677b8bc510dd8fd9083eea5b77fe36a94cb6bdb2942a4ec3ad21f" 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 21:08.44 ---> using "7a4e10069c382a968c2262fdfa4be5617ab472275f69329984523ffa68bf6385" from cache
/src: (run (network host)
(shell "echo '(lang dune 3.0)' > './dune-project'"))
2025-08-14 21:08.44 ---> using "de8ce623745ec564ccf215bcbba29eb6c655cf00769a51663530e27efea1fd42" from cache
/src: (env DEPS "angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 dune-private-libs.3.19.1 dune-site.3.19.1 dyn.3.19.1 fieldslib.v0.17.0 fmt.0.11.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.9.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 ordering.3.19.1 parsexp.v0.17.0 pp.2.0.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.1 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.13.2 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 stdune.3.19.1 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.1.0 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0")
/src: (env CI true)
/src: (env OCAMLCI true)
/src: (run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "opam update --depexts && opam install --cli=2.4 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS"))
+ /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 (920 kB/s)
- Reading package lists...
-
<><> Synchronising pinned packages ><><><><><><><><><><><><><><><><><><><><><><>
[arrayjit.dev] synchronised (file:///src)
[neural_nets_lib.dev] synchronised (file:///src)
[NOTE] Package ocaml-options-vanilla is already installed (current version is 1).
[NOTE] Package ocaml-config is already installed (current version is 3).
[NOTE] Package ocaml-compiler is already installed (current version is 5.3.0).
[NOTE] Package ocaml-base-compiler is already installed (current version is 5.3.0).
[NOTE] Package ocaml is already installed (current version is 5.3.0).
[NOTE] Package base-unix is already installed (current version is base).
[NOTE] Package base-threads is already installed (current version is base).
[NOTE] Package base-nnp is already installed (current version is base).
[NOTE] Package base-effects is already installed (current version is base).
[NOTE] Package base-domains is already installed (current version is base).
[NOTE] Package base-bigarray is already installed (current version is base).
The following system packages will first need to be installed:
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 ... 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 21:08.44 ---> using "af25b3e86b09cbd725527367f014d5fd3eef992e417c5fb33da270f4b8718964" from cache
/src: (run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "opam install $DEPS"))
[NOTE] Package ocaml-options-vanilla is already installed (current version is 1).
[NOTE] Package ocaml-config is already installed (current version is 3).
[NOTE] Package ocaml-compiler is already installed (current version is 5.3.0).
[NOTE] Package ocaml-base-compiler is already installed (current version is 5.3.0).
[NOTE] Package ocaml is already installed (current version is 5.3.0).
[NOTE] Package base-unix is already installed (current version is base).
[NOTE] Package base-threads is already installed (current version is base).
[NOTE] Package base-nnp is already installed (current version is base).
[NOTE] Package base-effects is already installed (current version is base).
[NOTE] Package base-domains is already installed (current version is base).
[NOTE] Package base-bigarray is already installed (current version is base).
The following actions will be performed:
=== install 87 packages
- 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
-> retrieved cmdliner.1.3.0 (cached)
-> retrieved cppo.1.8.0 (cached)
-> installed conf-pkg-config.4
-> retrieved csexp.1.5.2 (cached)
-> retrieved csv.2.4 (cached)
-> retrieved ctypes.0.23.0, ctypes-foreign.0.23.0 (cached)
-> installed conf-libffi.2.0.0
-> installed conf-zlib.1
-> 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 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_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.6.1.1 (cached)
-> retrieved ppx_enumerate.v0.17.0 (cached)
-> retrieved ppx_fields_conv.v0.17.0 (cached)
-> retrieved ppx_expect.v0.17.3 (cached)
-> retrieved ppx_globalize.v0.17.2 (cached)
-> retrieved ppx_hash.v0.17.0 (cached)
-> retrieved ppx_here.v0.17.0 (cached)
-> installed cmdliner.1.3.0
-> installed num.1.6
-> retrieved ppx_inline_test.v0.17.1 (cached)
-> retrieved ppx_optcomp.v0.17.1 (cached)
-> 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 re.1.13.2 (cached)
-> retrieved result.1.5 (cached)
-> retrieved saturn_lockfree.0.5.0 (cached)
-> retrieved seq.base (cached)
-> installed seq.base
-> retrieved sexplib.v0.17.0 (cached)
-> retrieved sexplib0.v0.17.0 (cached)
-> retrieved ppxlib.0.36.0 (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 uutf.1.0.4
-> installed mtime.2.1.0
-> 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 mdx.2.5.0
-> installed bigstringaf.0.10.0
-> installed dyn.3.19.1
-> installed tyxml.4.6.0
-> installed sexplib.v0.17.0
-> installed angstrom.0.16.1
-> installed printbox-html.0.12
-> installed curl.0.10.0
-> installed stdune.3.19.1
-> installed ctypes.0.23.0
-> installed base.v0.17.3
-> installed fieldslib.v0.17.0
-> installed variantslib.v0.17.0
-> installed stdio.v0.17.0
-> installed dune-private-libs.3.19.1
-> installed ctypes-foreign.0.23.0
-> installed dune-site.3.19.1
-> installed ppxlib.0.36.0
-> installed uucp.16.0.0
-> installed printbox-text.0.12
-> installed printbox-md.0.12
-> installed ppx_optcomp.v0.17.1
-> installed ppxlib_jane.v0.17.4
-> installed printbox-ext-plot.0.12
-> 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 21:08.44 ---> using "240727c436574e0307c02011788bd3a70e79136a76f612d7258b8ba7fa2dafad" from cache
/src: (copy (src .) (dst /src))
2025-08-14 21:08.45 ---> saved as "2d6fd7a4a8c766bf7bb6dea0da6fb3c0cc2f84040774f750c5c9a096b4ad404b"
/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/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/.sandbox/103d75571a2c7d0cdb569719fe051f16/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/103d75571a2c7d0cdb569719fe051f16/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/d5f24f27285c40e36b4f872d6a1a11f0/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/d5f24f27285c40e36b4f872d6a1a11f0/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/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.exe)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/default/test/ppx && ./test_ppx_op_expected.exe)
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/103d75571a2c7d0cdb569719fe051f16/default/test/einsum && .einsum_tutorials.inline-tests/inline-test-runner.exe inline-test-runner einsum_tutorials -partition surjectivity.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/d5f24f27285c40e36b4f872d6a1a11f0/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│ │
│├┼──────┤ │
│││ 7.00 │ │
│└┴──────┘ │
└────────────────────────┘
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 │ │
│├┼───────┤ │
│││ -7.00 │ │
│└┴───────┘ │
└────────────────────────┘
File "test/operations/micrograd_demo_logging-sync_cc-0-0.log.expected", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/operations/micrograd_demo_logging-sync_cc-0-0.log.expected _build/default/test/operations/sync_cc-0-0.log.actual
diff --git a/_build/default/test/operations/micrograd_demo_logging-sync_cc-0-0.log.expected b/_build/default/test/operations/sync_cc-0-0.log.actual
index 731a4ca..3ec72e9 100644
--- a/_build/default/test/operations/micrograd_demo_logging-sync_cc-0-0.log.expected
+++ b/_build/default/test/operations/sync_cc-0-0.log.actual
@@ -174,95 +174,95 @@ n63_grad[0]{=MAYBE UNINITIALIZED} = 0e-3 = (float)(0)
n70_g_grad[0]{=MAYBE UNINITIALIZED} = 0e-3 = (float)(0)
# n70_g.grad[0] := 1;
n70_g_grad[0]{=MAYBE UNINITIALIZED} = 1000e-3 = (float)(1)
-# n60_g.grad[0] := (n60_g.grad[0] + n70_g.grad[0]);
-n60_g_grad[0]{=MAYBE UNINITIALIZED} = 1000e-3 = (n60_g_grad[0]{=0e-3} + n70_g_grad[0]{=1000e-3})
-# n63.grad[0] := (n63.grad[0] + n70_g.grad[0]);
-n63_grad[0]{=MAYBE UNINITIALIZED} = 1000e-3 = (n63_grad[0]{=0e-3} + n70_g_grad[0]{=1000e-3})
+# n60_g.grad[0] := n70_g.grad[0];
+n60_g_grad[0]{=MAYBE UNINITIALIZED} = 1000e-3 = n70_g_grad[0]{=1000e-3}
+# n63.grad[0] := n70_g.grad[0];
+n63_grad[0]{=MAYBE UNINITIALIZED} = 1000e-3 = n70_g_grad[0]{=1000e-3}
# n66[0] := (f[0] * f[0]);
n66[0]{=MAYBE UNINITIALIZED} = 2401000e-3 = (f[0]{=49000e-3} * f[0]{=49000e-3})
# n68[0] := -10;
n68[0]{=MAYBE UNINITIALIZED} = -10000e-3 = (float)(-10)
# n69[0] := (n68[0] / n66[0]);
n69[0]{=MAYBE UNINITIALIZED} = -4e-3 = (n68[0]{=-10000e-3} / n66[0]{=2401000e-3})
-# f.grad[0] := fma(n63.grad[0], n69[0], f.grad[0]);
-f_grad[0]{=MAYBE UNINITIALIZED} = -4e-3 = fmaf(n63_grad[0]{=1000e-3}, n69[0]{=-4e-3}, f_grad[0]{=0e-3})
-# f.grad[0] := (f.grad[0] + (n60_g.grad[0] / 2));
-f_grad[0]{=MAYBE UNINITIALIZED} = 495e-3 = (f_grad[0]{=-4e-3} + (n60_g_grad[0]{=1000e-3} / (float)(2)))
+# f.grad[0] := (n63.grad[0] * n69[0]);
+f_grad[0]{=MAYBE UNINITIALIZED} = -4e-3 = (n63_grad[0]{=1000e-3} * n69[0]{=-4e-3})
+# f.grad[0] := (n60_g.grad[0] / 2);
+f_grad[0]{=MAYBE UNINITIALIZED} = 500e-3 = (n60_g_grad[0]{=1000e-3} / (float)(2))
# n58[0] := (2 * e[0]);
n58[0]{=MAYBE UNINITIALIZED} = -14000e-3 = ((float)(2) * e[0]{=-7000e-3})
-# e.grad[0] := fma(n58[0], f.grad[0], e.grad[0]);
-e_grad[0]{=MAYBE UNINITIALIZED} = -6941e-3 = fmaf(n58[0]{=-14000e-3}, f_grad[0]{=495e-3}, e_grad[0]{=0e-3})
-# n29_c.grad[0] := (n29_c.grad[0] + e.grad[0]);
-n29_c_grad[0]{=MAYBE UNINITIALIZED} = -6941e-3 = (n29_c_grad[0]{=0e-3} + e_grad[0]{=-6941e-3})
-# n51_d.grad[0] := (n51_d.grad[0] - e.grad[0]);
-n51_d_grad[0]{=MAYBE UNINITIALIZED} = 6941e-3 = (n51_d_grad[0]{=0e-3} - e_grad[0]{=-6941e-3})
-# n49.grad[0] := (n49.grad[0] + n51_d.grad[0]);
-n49_grad[0]{=MAYBE UNINITIALIZED} = 6941e-3 = (n49_grad[0]{=0e-3} + n51_d_grad[0]{=6941e-3})
-# n44_relu.grad[0] := (n44_relu.grad[0] + n51_d.grad[0]);
-n44_relu_grad[0]{=MAYBE UNINITIALIZED} = 6941e-3 = (n44_relu_grad[0]{=0e-3} + n51_d_grad[0]{=6941e-3})
-# n40_d.grad[0] := (n40_d.grad[0] + n49.grad[0]);
-n40_d_grad[0]{=MAYBE UNINITIALIZED} = 6941e-3 = (n40_d_grad[0]{=0e-3} + n49_grad[0]{=6941e-3})
-# n47.grad[0] := (n47.grad[0] + n49.grad[0]);
-n47_grad[0]{=MAYBE UNINITIALIZED} = 6941e-3 = (n47_grad[0]{=0e-3} + n49_grad[0]{=6941e-3})
-# n40_d.grad[0] := fma(3, n47.grad[0], n40_d.grad[0]);
-n40_d_grad[0]{=MAYBE UNINITIALIZED} = 27766e-3 = fmaf((float)(3), n47_grad[0]{=6941e-3}, n40_d_grad[0]{=6941e-3})
-# n38.grad[0] := (n38.grad[0] + n40_d.grad[0]);
-n38_grad[0]{=MAYBE UNINITIALIZED} = 27766e-3 = (n38_grad[0]{=0e-3} + n40_d_grad[0]{=27766e-3})
-# n33_relu.grad[0] := (n33_relu.grad[0] + n40_d.grad[0]);
-n33_relu_grad[0]{=MAYBE UNINITIALIZED} = 27766e-3 = (n33_relu_grad[0]{=0e-3} + n40_d_grad[0]{=27766e-3})
-# n14_d.grad[0] := (n14_d.grad[0] + n38.grad[0]);
-n14_d_grad[0]{=MAYBE UNINITIALIZED} = 27766e-3 = (n14_d_grad[0]{=0e-3} + n38_grad[0]{=27766e-3})
-# n36.grad[0] := (n36.grad[0] + n38.grad[0]);
-n36_grad[0]{=MAYBE UNINITIALIZED} = 27766e-3 = (n36_grad[0]{=0e-3} + n38_grad[0]{=27766e-3})
-# n14_d.grad[0] := fma(n36.grad[0], 2, n14_d.grad[0]);
-n14_d_grad[0]{=MAYBE UNINITIALIZED} = 83300e-3 = fmaf(n36_grad[0]{=27766e-3}, (float)(2), n14_d_grad[0]{=27766e-3})
-# n12.grad[0] := (n12.grad[0] + n14_d.grad[0]);
-n12_grad[0]{=MAYBE UNINITIALIZED} = 83300e-3 = (n12_grad[0]{=0e-3} + n14_d_grad[0]{=83300e-3})
-# n7.grad[0] := (n7.grad[0] + n14_d.grad[0]);
-n7_grad[0]{=MAYBE UNINITIALIZED} = 83300e-3 = (n7_grad[0]{=0e-3} + n14_d_grad[0]{=83300e-3})
-# a.grad[0] := fma(n12.grad[0], b[0], a.grad[0]);
-a_grad[0]{=MAYBE UNINITIALIZED} = 166600e-3 = fmaf(n12_grad[0]{=83300e-3}, b[0]{=2000e-3}, a_grad[0]{=0e-3})
-# b.grad[0] := fma(a[0], n12.grad[0], b.grad[0]);
-b_grad[0]{=MAYBE UNINITIALIZED} = -333201e-3 = fmaf(a[0]{=-4000e-3}, n12_grad[0]{=83300e-3}, b_grad[0]{=0e-3})
+# e.grad[0] := (n58[0] * f.grad[0]);
+e_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = (n58[0]{=-14000e-3} * f_grad[0]{=500e-3})
+# n29_c.grad[0] := e.grad[0];
+n29_c_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = e_grad[0]{=-7000e-3}
+# n51_d.grad[0] := e.grad[0];
+n51_d_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = e_grad[0]{=-7000e-3}
+# n49.grad[0] := n51_d.grad[0];
+n49_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = n51_d_grad[0]{=-7000e-3}
+# n44_relu.grad[0] := n51_d.grad[0];
+n44_relu_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = n51_d_grad[0]{=-7000e-3}
+# n40_d.grad[0] := n49.grad[0];
+n40_d_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = n49_grad[0]{=-7000e-3}
+# n47.grad[0] := n49.grad[0];
+n47_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = n49_grad[0]{=-7000e-3}
+# n40_d.grad[0] := (3 * n47.grad[0]);
+n40_d_grad[0]{=MAYBE UNINITIALIZED} = -21000e-3 = ((float)(3) * n47_grad[0]{=-7000e-3})
+# n38.grad[0] := n40_d.grad[0];
+n38_grad[0]{=MAYBE UNINITIALIZED} = -21000e-3 = n40_d_grad[0]{=-21000e-3}
+# n33_relu.grad[0] := n40_d.grad[0];
+n33_relu_grad[0]{=MAYBE UNINITIALIZED} = -21000e-3 = n40_d_grad[0]{=-21000e-3}
+# n14_d.grad[0] := n38.grad[0];
+n14_d_grad[0]{=MAYBE UNINITIALIZED} = -21000e-3 = n38_grad[0]{=-21000e-3}
+# n36.grad[0] := n38.grad[0];
+n36_grad[0]{=MAYBE UNINITIALIZED} = -21000e-3 = n38_grad[0]{=-21000e-3}
+# n14_d.grad[0] := (n36.grad[0] * 2);
+n14_d_grad[0]{=MAYBE UNINITIALIZED} = -42000e-3 = (n36_grad[0]{=-21000e-3} * (float)(2))
+# n12.grad[0] := n14_d.grad[0];
+n12_grad[0]{=MAYBE UNINITIALIZED} = -42000e-3 = n14_d_grad[0]{=-42000e-3}
+# n7.grad[0] := n14_d.grad[0];
+n7_grad[0]{=MAYBE UNINITIALIZED} = -42000e-3 = n14_d_grad[0]{=-42000e-3}
+# a.grad[0] := (n12.grad[0] * b[0]);
+a_grad[0]{=MAYBE UNINITIALIZED} = -84000e-3 = (n12_grad[0]{=-42000e-3} * b[0]{=2000e-3})
+# b.grad[0] := (a[0] * n12.grad[0]);
+b_grad[0]{=MAYBE UNINITIALIZED} = 168000e-3 = (a[0]{=-4000e-3} * n12_grad[0]{=-42000e-3})
# n10[0] := (b[0] * b[0]);
n10[0]{=MAYBE UNINITIALIZED} = 4000e-3 = (b[0]{=2000e-3} * b[0]{=2000e-3})
# n11[0] := (3 * n10[0]);
n11[0]{=MAYBE UNINITIALIZED} = 12000e-3 = ((float)(3) * n10[0]{=4000e-3})
-# b.grad[0] := fma(n11[0], n7.grad[0], b.grad[0]);
-b_grad[0]{=MAYBE UNINITIALIZED} = 666402e-3 = fmaf(n11[0]{=12000e-3}, n7_grad[0]{=83300e-3}, b_grad[0]{=-333201e-3})
-# n31.grad[0] := (n31.grad[0] + relu_gate(n31[0], n33_relu.grad[0]));
-n31_grad[0]{=MAYBE UNINITIALIZED} = 0e-3 = (n31_grad[0]{=0e-3} + (n31[0]{=-2000e-3} > 0.0 ? n33_relu_grad[0]{=27766e-3} : 0.0))
-# b.grad[0] := (b.grad[0] + n31.grad[0]);
-b_grad[0]{=MAYBE UNINITIALIZED} = 666402e-3 = (b_grad[0]{=666402e-3} + n31_grad[0]{=0e-3})
-# a.grad[0] := (a.grad[0] + n31.grad[0]);
-a_grad[0]{=MAYBE UNINITIALIZED} = 166600e-3 = (a_grad[0]{=166600e-3} + n31_grad[0]{=0e-3})
-# n42.grad[0] := (n42.grad[0] + relu_gate(n42[0], n44_relu.grad[0]));
-n42_grad[0]{=MAYBE UNINITIALIZED} = 6941e-3 = (n42_grad[0]{=0e-3} + (n42[0]{=6000e-3} > 0.0 ? n44_relu_grad[0]{=6941e-3} : 0.0))
-# b.grad[0] := (b.grad[0] + n42.grad[0]);
-b_grad[0]{=MAYBE UNINITIALIZED} = 673344e-3 = (b_grad[0]{=666402e-3} + n42_grad[0]{=6941e-3})
-# a.grad[0] := (a.grad[0] - n42.grad[0]);
-a_grad[0]{=MAYBE UNINITIALIZED} = 159658e-3 = (a_grad[0]{=166600e-3} - n42_grad[0]{=6941e-3})
-# n27.grad[0] := (n27.grad[0] + n29_c.grad[0]);
-n27_grad[0]{=MAYBE UNINITIALIZED} = -6941e-3 = (n27_grad[0]{=0e-3} + n29_c_grad[0]{=-6941e-3})
-# n22.grad[0] := (n22.grad[0] + n29_c.grad[0]);
-n22_grad[0]{=MAYBE UNINITIALIZED} = -6941e-3 = (n22_grad[0]{=0e-3} + n29_c_grad[0]{=-6941e-3})
-# n25.grad[0] := (n25.grad[0] + n27.grad[0]);
-n25_grad[0]{=MAYBE UNINITIALIZED} = -6941e-3 = (n25_grad[0]{=0e-3} + n27_grad[0]{=-6941e-3})
-# n19_c.grad[0] := (n19_c.grad[0] + n27.grad[0]);
-n19_c_grad[0]{=MAYBE UNINITIALIZED} = -6941e-3 = (n19_c_grad[0]{=0e-3} + n27_grad[0]{=-6941e-3})
-# n19_c.grad[0] := (n19_c.grad[0] + n25.grad[0]);
-n19_c_grad[0]{=MAYBE UNINITIALIZED} = -13883e-3 = (n19_c_grad[0]{=-6941e-3} + n25_grad[0]{=-6941e-3})
-# n17.grad[0] := (n17.grad[0] + n19_c.grad[0]);
-n17_grad[0]{=MAYBE UNINITIALIZED} = -13883e-3 = (n17_grad[0]{=0e-3} + n19_c_grad[0]{=-13883e-3})
-# n4_c.grad[0] := (n4_c.grad[0] + n17.grad[0]);
-n4_c_grad[0]{=MAYBE UNINITIALIZED} = -13883e-3 = (n4_c_grad[0]{=0e-3} + n17_grad[0]{=-13883e-3})
-# n4_c.grad[0] := (n4_c.grad[0] + n17.grad[0]);
-n4_c_grad[0]{=MAYBE UNINITIALIZED} = -27766e-3 = (n4_c_grad[0]{=-13883e-3} + n17_grad[0]{=-13883e-3})
-# a.grad[0] := (a.grad[0] + n4_c.grad[0]);
-a_grad[0]{=MAYBE UNINITIALIZED} = 131892e-3 = (a_grad[0]{=159658e-3} + n4_c_grad[0]{=-27766e-3})
-# b.grad[0] := (b.grad[0] + n4_c.grad[0]);
-b_grad[0]{=MAYBE UNINITIALIZED} = 645577e-3 = (b_grad[0]{=673344e-3} + n4_c_grad[0]{=-27766e-3})
-# a.grad[0] := fma(-1, n22.grad[0], a.grad[0]);
-a_grad[0]{=MAYBE UNINITIALIZED} = 138833e-3 = fmaf((float)(-1), n22_grad[0]{=-6941e-3}, a_grad[0]{=131892e-3})
+# b.grad[0] := (n11[0] * n7.grad[0]);
+b_grad[0]{=MAYBE UNINITIALIZED} = -504000e-3 = (n11[0]{=12000e-3} * n7_grad[0]{=-42000e-3})
+# n31.grad[0] := relu_gate(n31[0], n33_relu.grad[0]);
+n31_grad[0]{=MAYBE UNINITIALIZED} = 0e-3 = (n31[0]{=-2000e-3} > 0.0 ? n33_relu_grad[0]{=-21000e-3} : 0.0)
+# b.grad[0] := n31.grad[0];
+b_grad[0]{=MAYBE UNINITIALIZED} = 0e-3 = n31_grad[0]{=0e-3}
+# a.grad[0] := n31.grad[0];
+a_grad[0]{=MAYBE UNINITIALIZED} = 0e-3 = n31_grad[0]{=0e-3}
+# n42.grad[0] := relu_gate(n42[0], n44_relu.grad[0]);
+n42_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = (n42[0]{=6000e-3} > 0.0 ? n44_relu_grad[0]{=-7000e-3} : 0.0)
+# b.grad[0] := n42.grad[0];
+b_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = n42_grad[0]{=-7000e-3}
+# a.grad[0] := n42.grad[0];
+a_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = n42_grad[0]{=-7000e-3}
+# n27.grad[0] := n29_c.grad[0];
+n27_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = n29_c_grad[0]{=-7000e-3}
+# n22.grad[0] := n29_c.grad[0];
+n22_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = n29_c_grad[0]{=-7000e-3}
+# n25.grad[0] := n27.grad[0];
+n25_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = n27_grad[0]{=-7000e-3}
+# n19_c.grad[0] := n27.grad[0];
+n19_c_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = n27_grad[0]{=-7000e-3}
+# n19_c.grad[0] := n25.grad[0];
+n19_c_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = n25_grad[0]{=-7000e-3}
+# n17.grad[0] := n19_c.grad[0];
+n17_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = n19_c_grad[0]{=-7000e-3}
+# n4_c.grad[0] := n17.grad[0];
+n4_c_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = n17_grad[0]{=-7000e-3}
+# n4_c.grad[0] := n17.grad[0];
+n4_c_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = n17_grad[0]{=-7000e-3}
+# a.grad[0] := n4_c.grad[0];
+a_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = n4_c_grad[0]{=-7000e-3}
+# b.grad[0] := n4_c.grad[0];
+b_grad[0]{=MAYBE UNINITIALIZED} = -7000e-3 = n4_c_grad[0]{=-7000e-3}
+# a.grad[0] := (-1 * n22.grad[0]);
+a_grad[0]{=MAYBE UNINITIALIZED} = 7000e-3 = ((float)(-1) * n22_grad[0]{=-7000e-3})
COMMENT: end
COMMENT: end
\ No newline at end of file
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 e722388..465c20c 100644
--- a/_build/default/test/einsum/moons_demo_variant.expected
+++ b/_build/default/test/einsum/moons_demo_variant.exe.output
@@ -24,8 +24,8 @@ n19 w2 as w2: Host&stream/412410; single prec 1x16; mem in bytes: <not-in-yet>
n20 grad_w2 as w2.grad: Local/26046; single prec 1x16; mem in bytes: <not-in-yet>
n21 @|_moons_input as moons_input: Virt/15; single prec 10x2; mem in bytes: <not-in-yet>
n24 @|_moons_class as moons_class: Virt/15; single prec 10x1; mem in bytes: <not-in-yet>
-n27 * as n27: Virt/15; single prec 10x16; mem in bytes: <not-in-yet>
-n28 grad_* as n27.grad: Local/1046; single prec 10x16; mem in bytes: <not-in-yet>
+n27 * as n27: Virt/151; single prec 10x16; mem in bytes: <not-in-yet>
+n28 grad_* as n27.grad: Virt/151; single prec 10x16; mem in bytes: <not-in-yet>
n29 + as n29: Virt/15; single prec 10x16; mem in bytes: <not-in-yet>
n30 grad_+ as n29.grad: Virt/151; single prec 10x16; mem in bytes: <not-in-yet>
n31 relu as relu: Local/1046; single prec 10x16; mem in bytes: <not-in-yet>
@@ -65,7 +65,7 @@ n66 sgd_momentum_w2 as sgd_momentum_w2: unknown; single prec <not-in-yet>; mem i
n67 0.0001 as n67: Virt/40; single prec 1; mem in bytes: <not-in-yet>
n68 *. as n68: Virt/15; single prec 1x16; mem in bytes: <not-in-yet>
n69 point_mlp_result as point_mlp_result: Host&shared/37039; single prec 2; mem in bytes: <not-in-yet>
-n70 * as n70: Virt/15; single prec 16; mem in bytes: <not-in-yet>
+n70 * as n70: Virt/151; single prec 16; mem in bytes: <not-in-yet>
n71 grad_* as n70.grad: unknown; single prec 16; mem in bytes: <not-in-yet>
n72 + as n72: Virt/15; single prec 16; mem in bytes: <not-in-yet>
n73 grad_+ as n72.grad: unknown; single prec 16; mem in bytes: <not-in-yet>
(cd _build/.sandbox/d5f24f27285c40e36b4f872d6a1a11f0/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/d5f24f27285c40e36b4f872d6a1a11f0/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
(cd _build/.sandbox/d5f24f27285c40e36b4f872d6a1a11f0/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/d5f24f27285c40e36b4f872d6a1a11f0/default/test/operations/zero2hero_1of7.ml.corrected
diff --git a/_build/default/test/operations/zero2hero_1of7.ml b/_build/.sandbox/d5f24f27285c40e36b4f872d6a1a11f0/default/test/operations/zero2hero_1of7.ml.corrected
index ffc9c4b..7ec79a7 100644
--- a/_build/default/test/operations/zero2hero_1of7.ml
+++ b/_build/.sandbox/d5f24f27285c40e36b4f872d6a1a11f0/default/test/operations/zero2hero_1of7.ml.corrected
@@ -70,7 +70,7 @@ let%expect_test "Graph drawing recompile" =
#28 *. │ #21 *. │
7.50e+1 │ 2.00e+1 │
#29 grad_*. │ #22 grad_*. │
- 1.00 │ -1.00 │
+ 1.00 │ 1.00 │
#27 3 Virt/40│ #24 **. │#20 4 Virt/40│[#17 x]│
<void> │ 2.50e+1 │<void> │ │
│ #25 grad_**. │ │ │
@@ -78,7 +78,7 @@ let%expect_test "Graph drawing recompile" =
│#17 x non-emb│#23 2 Virt/40│ │ │
│ 5.00 │<void> │ │ │
│#18 grad_x │ │ │ │
- │ 2.60e+1 │ │ │ │
+ │ 4.00 │ │ │ │
|}];
let xs = Array.init 10 ~f:Float.(fun i -> of_int i - 5.) in
let ys =
@@ -203,51 +203,51 @@ let%expect_test "Graph drawing fetch" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 1.00e+2 │# │
- │ │# │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ # │
- │ │ # # #│
- │ │ # # # │
- │ │ # # │
- │ │ # ## │
- │ │ ## # │
- │f │ # # │
- │( │ # # ## │
- │x │ ## # │
- │) │ # # │
- │ │ # # ### **│
- │ │ ## # * **** │
- │ │ # # ## * **** │
- │ │ ### ## * *** │
- │ │ # # # ##** ** │
- │ │ #### # ###* * │
- │ │ # #### # # ## # #### │
- │ │ # # ** * │
- │ │- - - - - - - - - - - * ** * - - - - - - - - │
- │ │ * **** │
- │ │ * **** │
- │ │ **** * │
- │ │ * **** │
- │ │ * **** │
- │ │ * **** │
- │ │ ** *** │
- │ │ * * *** │
- │ -3.40e+1│* * ** │
- ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │-5.00 4.90│
- │ │ x │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ 1.00e+2│# │
+ │ │ │
+ │ │# │
+ │ │ # │
+ │ │ # │
+ │ │ │
+ │ │ # │
+ │ │ # │
+ │ │ # │
+ │ │ # │
+ │ │ # │
+ │ │ # │
+ │ │ │
+ │ │ # │
+ │ │ # │
+ │ │ # │
+ │ │ # │
+ │ │ # #│
+ │f │ # # │
+ │( │ # # │
+ │x │ # # │
+ │) │ # # # │
+ │ │ # # │
+ │ │ # # # │
+ │ │ # # │
+ │ │ # # │
+ │ │ ## # │
+ │ │ # # # │
+ │ │ # # │
+ │ │ # ## │
+ │ │ ## # │
+ │ │ # # │
+ │ │ # ## │
+ │ │ ## # │
+ │ │ ## ## │
+ │ │ # # # │
+ │ │ #### ### │
+ │ │ # ### #### │
+ │ │* * ** * ***** *** **** ***** **** **** * **** ***# # ## # ## # **** **** **** *** **** **** **** **│
+ │ 0.00 │- - - - - - - - - - - - - - - - - - - - │
+ ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │-5.00 4.90│
+ │ │ x │
+ └────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}]
let%expect_test "Simple gradients hosted" =
@@ -273,21 +273,21 @@ let%expect_test "Simple gradients hosted" =
[%expect
{|
#12 *._l
- 0.00
+ 2.62e+13
#13 grad_*._l
- 0.00
+ 2.62e+13
#8 +_d │#10 f non-emb
- 0.00 │ -2.00
+ 2.62e+13 │ -2.00
#9 grad_+_d │#11 grad_f
- 0.00 │ 0.00
+ 2.62e+13 │ 2.62e+13
#4 *._e │#6 c non-emb│
- 0.00 │ 1.00e+1 │
+ 1.04e+35 │ 1.00e+1 │
#5 grad_*._e │#7 grad_c │
- 0.00 │ 0.00 │
+ 2.62e+13 │ 2.62e+13 │
#0 a non-emb│#2 b non-emb│ │
2.00 │ -3.00 │ │
#1 grad_a │#3 grad_b │ │
- 0.00 │ 0.00 │ │
+ 7.92e+30 │ 8.35e+30 │ │
|}];
(* Do not update the params: all values and gradients will be at initial points, which are
specified in the tensor in the brackets. *)
@@ -324,15 +324,15 @@ let%expect_test "Simple gradients hosted" =
#13 grad_*._l
1.00
#8 +_d │#10 f non-emb
- 4.00 │ -2.40
+ 4.00 │ 4.00e-1
#9 grad_+_d │#11 grad_f
-2.00 │ 4.00
#4 *._e │#6 c non-emb│
- -6.00 │ 1.02e+1 │
+ -6.00 │ -2.00e-1 │
#5 grad_*._e │#7 grad_c │
-2.00 │ -2.00 │
#0 a non-emb│#2 b non-emb│ │
- 1.40 │ -2.60 │ │
+ 6.00e-1 │ -4.00e-1 │ │
#1 grad_a │#3 grad_b │ │
6.00 │ -4.00 │ │
|}];
@@ -344,21 +344,21 @@ let%expect_test "Simple gradients hosted" =
[%expect
{|
#12 *._l
- -1.57e+1
+ -1.76e-1
#13 grad_*._l
1.00
#8 +_d │#10 f non-emb
- 6.56 │ -2.40
+ -4.40e-1 │ 4.00e-1
#9 grad_+_d │#11 grad_f
- -2.40 │ 6.56
+ 4.00e-1 │ -4.40e-1
#4 *._e │#6 c non-emb│
- -3.64 │ 1.02e+1 │
+ -2.40e-1 │ -2.00e-1 │
#5 grad_*._e │#7 grad_c │
- -2.40 │ -2.40 │
+ 4.00e-1 │ 4.00e-1 │
#0 a non-emb│#2 b non-emb│ │
- 1.40 │ -2.60 │ │
+ 6.00e-1 │ -4.00e-1 │ │
#1 grad_a │#3 grad_b │ │
- 6.24 │ -3.36 │ │
+ -1.60e-1 │ 2.40e-1 │ │
|}]
let%expect_test "Simple gradients virtual" =
@@ -403,21 +403,21 @@ let%expect_test "Simple gradients virtual" =
[%expect
{|
#12 *._l
- 0.00
+ 2.62e+13
#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> │ 1.04e+35
#4 *._e Virt/152 │#6 c non-emb│
<void> │ 1.00e+1 │
#5 grad_*._e Virt/151 │#7 grad_c │
- <void> │ 0.00 │
+ <void> │ 1.04e+35 │
#0 a non-emb│#2 b non-emb│ │
2.00 │ -3.00 │ │
#1 grad_a │#3 grad_b │ │
- 0.00 │ 0.00 │ │
+ 8.17e+30 │ 7.92e+30 │ │
|}];
(* Do not update the params: all values and gradients will be at initial points, which are
specified in the tensor in the brackets. *)
@@ -456,15 +456,15 @@ let%expect_test "Simple gradients virtual" =
#13 grad_*._l Virt/40
<void>
#8 +_d Virt/152 │#10 f non-emb
- <void> │ -2.40
+ <void> │ 4.00e-1
#9 grad_+_d Virt/151 │#11 grad_f
<void> │ 4.00
#4 *._e Virt/152 │#6 c non-emb│
- <void> │ 1.02e+1 │
+ <void> │ -2.00e-1 │
#5 grad_*._e Virt/151 │#7 grad_c │
<void> │ -2.00 │
#0 a non-emb│#2 b non-emb│ │
- 1.40 │ -2.60 │ │
+ 6.00e-1 │ -4.00e-1 │ │
#1 grad_a │#3 grad_b │ │
6.00 │ -4.00 │ │
|}];
@@ -475,21 +475,21 @@ let%expect_test "Simple gradients virtual" =
[%expect
{|
#12 *._l
- -1.57e+1
+ -1.76e-1
#13 grad_*._l Virt/40
<void>
#8 +_d Virt/152 │#10 f non-emb
- <void> │ -2.40
+ <void> │ 4.00e-1
#9 grad_+_d Virt/151 │#11 grad_f
- <void> │ 6.56
+ <void> │ -4.40e-1
#4 *._e Virt/152 │#6 c non-emb│
- <void> │ 1.02e+1 │
+ <void> │ -2.00e-1 │
#5 grad_*._e Virt/151 │#7 grad_c │
- <void> │ -2.40 │
+ <void> │ 4.00e-1 │
#0 a non-emb│#2 b non-emb│ │
- 1.40 │ -2.60 │ │
+ 6.00e-1 │ -4.00e-1 │ │
#1 grad_a │#3 grad_b │ │
- 6.24 │ -3.36 │ │
+ -1.60e-1 │ 2.40e-1 │ │
|}]
let%expect_test "tanh plot" =
File "test/operations/primitive_ops.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/operations/primitive_ops.ml _build/.sandbox/d5f24f27285c40e36b4f872d6a1a11f0/default/test/operations/primitive_ops.ml.corrected
diff --git a/_build/default/test/operations/primitive_ops.ml b/_build/.sandbox/d5f24f27285c40e36b4f872d6a1a11f0/default/test/operations/primitive_ops.ml.corrected
index 478cb3c..0b04d8a 100644
--- a/_build/default/test/operations/primitive_ops.ml
+++ b/_build/.sandbox/d5f24f27285c40e36b4f872d6a1a11f0/default/test/operations/primitive_ops.ml.corrected
@@ -793,45 +793,45 @@ let%expect_test "where(x < 0, sin(x), cos(x))" =
{|
┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
│ 9.99e-1 │ # * │
- │ │#### ## *** ## ** ***│
- │ │ # ** ## * │
- │ │ # * # * │
+ │ │#### ## # ## ** ***│
+ │ │ # ## * │
+ │ │ # # * │
│ │ # * │
- │ │ # * # * │
- │ │ * # │
- │ │ # * # * │
+ │ │ # # * │
+ │ │ # │
+ │ │ # # * │
│ │ # * │
- │ │ * # │
- │ │ # * # * │
+ │ │ # │
+ │ │ # # * │
│ │ │
- │ │ # * # * │
+ │ │ # # * │
│ │ # * │
- │ │* * # #│
+ │ │ # #│
│ │ # * │
- │ │ * * # # │
+ │ │ # # │
│ │ # * │
- │f │ * * # # │
+ │f │ # # │
│( │ # * │
- │x │- * - - - - - - *- - - - - - # - - - - - -# │
+ │x │**** *** *** *** ********-*************** ********- - - # - - - - - -# │
│) │ # * * │
- │ │ * * # # │
+ │ │ # # │
│ │ # # * * │
- │ │ * * # # │
+ │ │ # # │
│ │ # # * * │
- │ │ * * # # │
+ │ │ # # │
│ │ # # * * │
- │ │ * * # # │
- │ │ # * # * # * │
- │ │ * # # * * # │
- │ │ * * # # │
+ │ │ # # │
+ │ │ # # * # * │
+ │ │ # # * * # │
+ │ │ # # │
│ │ # # * * │
- │ │ * * # * # # │
- │ │ * * * # │
- │ │ * # # * * # │
- │ │ * * # # * * # # │
- │ │ * * # # * * # # │
- │ │ ** * # # * * # ## │
- │ -9.99e-1│ * ***** ####### ******* #### # │
+ │ │ # * # # │
+ │ │ # * # │
+ │ │ # # * * # │
+ │ │ # # * * # # │
+ │ │ # # * * # # │
+ │ │ # # * * # ## │
+ │ -9.99e-1│ ####### ******* #### # │
├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │-5.00 5.00│
│ │ x │
(cd _build/.sandbox/103d75571a2c7d0cdb569719fe051f16/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/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..d9fd8cf 100644
--- a/_build/default/test/training/moons_demo_mini.expected
+++ b/_build/default/test/training/moons_demo_mini.exe.output
@@ -3,18 +3,19 @@ Found 0, in the config file
Half-moons scatterplot and decision boundary:
┌─────────────────────────┐
│*********#***************│
-│***###########********...│
-│**#############***.......│
-│*######%%*######.....%%%.│
-│#####**%%%..#####....%%%%│
-│####***%%%%..####...%%%%.│
-│###***.%%%%...###..%%%%%.│
-│###*....%%%%%%%##.%%%%%..│
-│***......%%%%%%%%%%%%%...│
-│**.........%%%%%%%%%%....│
+│***###########***********│
+│**#############**********│
+│*######%%*######*****%%%*│
+│#####**%%%**#####****%%%%│
+│####***%%%%**####***%%%%*│
+│###****%%%%***###**%%%%%*│
+│###*****%%%%%%%##*%%%%%**│
+│*********%%%%%%%%%%%%%***│
+│***********%%%%%%%%%%****│
└─────────────────────────┘Loss:
┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ 2.66│- │
+│ 3.21│- │
+│ │ │
│ │ │
│ │ │
│ │ │
@@ -23,7 +24,6 @@ Half-moons scatterplot and decision boundary:
│ │ │
│ │ │
│ │ │
-│ │ - │
│ │ │
│ │ │
│ │ │
@@ -33,76 +33,76 @@ Half-moons scatterplot and decision boundary:
│ │ │
│ │ │
│l │ │
-│o │ - │
-│s │ - │
+│o │ │
+│s │ │
│s │ │
│ │ │
│ │ │
│ │ │
│ │ │
-│ │ - │
│ │ │
│ │ │
│ │ │
│ │ │
-│ │ - │
│ │ │
-│ │ - - - │
-│ │ - │
-│ │ - - │
-│ │ - - - - - - - - │
-│ │ - │
-│ │ - --- --- - - - │
-│ 0.00│ -- - -- ---- ---- --- ---- ---- --- ---- ---- --- ---- ---- - -- │
+│ │ │
+│ ││
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ 1.00│ --- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- │
├─────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │0.00 7.90e+1│
│ │ step │
└─────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘Log-loss, for better visibility:
-┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ 9.79e-1 │- │
-│ │ - │
-│ │ │
-│ │ -- │
-│ │ - │
-│ │ │
-│ │ - │
-│ │ - - - - │
-│ │ - - │
-│ │ - - - - - - - │
-│ │ - - │
-│ │ - - - │
-│ │ - - │
-│ │ --- - - │
-│ │ - - - - - - - │
-│ │ - - - │
-│l │ - - - - - - - │
-│o │ - │
-│g │ - - │
-│ │ - - - - - │
-│l │ - - - - │
-│o │ - │
-│s │ - │
-│s │ - - - │
-│ │ │
-│ │ │
-│ │ │
-│ │ - │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ -1.00e+1│ - - - - -- - - -- - - - - │
-├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
-│ │0.00 7.90e+1│
-│ │ step │
-└─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+│ 1.16│- │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│l │ │
+│o │ │
+│g │ │
+│ │ │
+│l │ │
+│o │ │
+│s │ │
+│s │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ 0.00│ --- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- │
+├─────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+│ │0.00 7.90e+1│
+│ │ step │
+└─────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
Learning rate:
┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
│ -1.01e-1│ - │
File "test/training/bigram.expected", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/training/bigram.expected _build/default/test/training/bigram.exe.output
diff --git a/_build/default/test/training/bigram.expected b/_build/default/test/training/bigram.exe.output
index 30c1ff5..0f92b94 100644
--- a/_build/default/test/training/bigram.expected
+++ b/_build/default/test/training/bigram.exe.output
@@ -14,9 +14,9 @@ input_size: 229000
││ │ 6.12e-1 5.62e-1 ... 4.71e-1 8.02e-1 ││
│└──────┴─────────────────────────────────────────┘│
└──────────────────────────────────────────────────┘
-Epoch 0, loss=2.952727
+Epoch 0, loss=3.332218
#38 /._batch_loss
- 2.95
+ 3.33
#39 grad_/._batch_loss Virt/40
<void>
#36 => Local/9046 │#35 1000 Virt/40
@@ -69,23 +69,23 @@ Epoch 0, loss=2.952727
│ 0.00 0.00 ... 0.00 0.00 │ 0.00 0.00 ... 0.00 0.00 │ │ 0.00 0.00 ... 0.00 0.00 │ 0.00 0.00 ... 0.00 0.00 │ │
│ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... │ │
│ 0.00 0.00 ... 0.00 0.00 │ 0.00 0.00 ... 1.00 0.00 │ │ 0.00 0.00 ... 0.00 0.00 │ 0.00 0.00 ... 0.00 1.00 │ │
- │ 0.00 0.00 ... 0.00 0.00 │ 1.00 0.00 ... 0.00 0.00 │ │ 0.00 0.00 ... 0.00 0.00 │ 0.00 0.00 ... 0.00 0.00 │ │wax
-ah
-rthttcadtw
-sshjod
-urisrrghnan
-wxicyrdgddawtfgbbleyqsi
-pj
-ds
-qlsa
-bsrie
-a
-kusad
-s
-maamh
+ │ 0.00 0.00 ... 0.00 0.00 │ 1.00 0.00 ... 0.00 0.00 │ │ 0.00 0.00 ... 0.00 0.00 │ 0.00 0.00 ... 0.00 0.00 │ │y
+x
+afbsvivud
+duw
+usinpc
+wsmusuiiqmojyxiexteiefaxsghcblgysrkarj
+eu
+skubacsrmi
-ad
-hurcuon
-bhdsz
-kwlw
-jharfchtjt
+
+nwtcd
+uaoebkl
+
+
+c
+ivretpngchitz
+lxkx
+kjeuicivlt
+zrgkttfanfivy
+jhjqfvahzckilgpxwkgnhltzjg
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..f51becc 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: 40.000000
Half-moons scatterplot and decision boundary:
┌────────────────────────────────────────────────────────────────────────────────────────────────────┐
@@ -9,91 +9,91 @@ Half-moons scatterplot and decision boundary:
│*******************#******#*#**#**##**##*#**#***#***************************************************│
│***************#********#***#**#**#**#*#*##**##**##*************************************************│
│*************#****#*###**#*##*#*##***##*#######******#**********************************************│
-│*****************#*#****#***#***#*#*#*********#*##*##*********************************************..│
-│************#***##*###***#*#********#**#***##*#***##***#***************************************.....│
-│**********#***#****#####*#***###******#*#*#***#***#***#*##**#********************************.......│
-│***********####*#***#****#*#*****##****#**********##*************************************...........│
-│*********#****#***#**##*#*#*#*******#**##*#*##*##*#*#**#**##**************************..............│
-│**********#**#*###**#**********************#***#***#**#*##***#*********************.................│
-│***#**#****###*##*#*##************%************##*##**#*#*#*********************....................│
-│***#**#**#*#***###**#*#**********%******%********#***#****#****#*************.......................│
-│********#**###***#******************************#***#*#**#***###*********...............%.%....%....│
-│**#********####*#**#**********%******%*%************#**##***##***#****............................%.│
-│****##*****##****#************%******%****************#**#*#*#*##*#.............................%...│
-│***#*#**#***#*#****************%*%*****%*************#*##*#*#**..#...........................%.%.%..│
-│*#*#**#**#*#***#***************%*%*%%*%*****************###*....#.###...................%.%..%...%.%│
-│****##**##******************************%****************###.##..#.#.....................%%%..%.%%..│
-│***#***##*##*****************%*%%*%%%*%*************.....#.#.####.#.#...................%%%%.%..%...│
-│#*#*#*#**#*#*****************%****%*%*%%%******...........#.............................%....%.%.%..│
-│##*##***#**#*****************%***%%*%%**%*.%..................#...#.#............................%%.│
-│*#**#******#*********************%**%...%%..................##...#.###...............%.%%.%..%......│
-│#***#*##**#*********************.%...%...%.......................#..#.................%.%%.%%%..%%%.│
-│*#*##***##*****************......%.%%%.%....................###..#.##..................%.%%.........│
-│******#*#*************............%%.%.%%%%.........................#............%.%..%%..%..%......│
-│*****#****#******.....................%.%.%...................#....#..............%.%..%..%.%..%%%..│
-│*****##****.....................%...%...%%.%%..%...................#............%....%%%.%%..%......│
-│******............................%..%.%%.%%.%..%%.%%...........#.##..............%%%%.........%....│
-│*..................................%%..%...%..%%%%..........................%%%.....%.%..%.%........│
-│......................................%..%.%..%..%....................%..%..%%%%.%.%%%%%...%%.......│
-│....................................%%...%%%.%%%%.%.%.%%.....%...........%.%%%%%.%....%.%...........│
-│........................................%..%.......%.%%%....%%.%..%%%.%%..%.%.%.%..%................│
-│........................................%...%%..%....%..%%.%%.%.%....%....%%%..%.%%..%.%............│
-│...........................................%%....%..%.%%%..%%%....%%.%...%%...%%...%%...%%..........│
-│.............................................%.%..%..%%%%%.%....%%...%%.%..%..%....%................│
-│...........................................%............%..%%.....%%..%.%.%....%....................│
-│...................................................%...%.%..%.%.......%%...%........................│
-│........................................................%%%.....%.%..%..%.....%..%..................│
-│......................................................%....%%%%.%.%.%....%..........................│
+│*****************#*#****#***#***#*#*#*********#*##*##***********************************************│
+│************#***##*###***#*#********#**#***##*#***##***#********************************************│
+│**********#***#****#####*#***###******#*#*#***#***#***#*##**#***************************************│
+│***********####*#***#****#*#*****##****#**********##************************************************│
+│*********#****#***#**##*#*#*#*******#**##*#*##*##*#*#**#**##****************************************│
+│**********#**#*###**#**********************#***#***#**#*##***#**************************************│
+│***#**#****###*##*#*##************%************##*##**#*#*#*****************************************│
+│***#**#**#*#***###**#*#**********%******%********#***#****#****#************************************│
+│********#**###***#******************************#***#*#**#***###************************%*%****%****│
+│**#********####*#**#**********%******%*%************#**##***##***#********************************%*│
+│****##*****##****#************%******%****************#**#*#*#*##*#*****************************%***│
+│***#*#**#***#*#****************%*%*****%*************#*##*#*#****#***************************%*%*%**│
+│*#*#**#**#*#***#***************%*%*%%*%*****************###*****#*###*******************%*%**%***%*%│
+│****##**##******************************%****************###*##**#*#*********************%%%**%*%%**│
+│***#***##*##*****************%*%%*%%%*%******************#*#*####*#*#*******************%%%%*%**%***│
+│#*#*#*#**#*#*****************%****%*%*%%%*****************#*****************************%****%*%*%**│
+│##*##***#**#*****************%***%%*%%**%**%******************#***#*#****************************%%*│
+│*#**#******#*********************%**%***%%******************##***#*###***************%*%%*%**%******│
+│#***#*##**#**********************%***%***%***********************#**#*****************%*%%*%%%**%%%*│
+│*#*##***##***********************%*%%%*%********************###**#*##******************%*%%*********│
+│******#*#*************************%%*%*%%%%*************************#************%*%**%%**%**%******│
+│*****#****#***************************%*%*%*******************#****#**************%*%**%**%*%**%%%**│
+│*****##*************************%***%***%%*%%**%*******************#************%****%%%*%%**%******│
+│**********************************%**%*%%*%%*%**%%*%%***********#*##**************%%%%*********%****│
+│***********************************%%**%***%**%%%%**************************%%%*****%*%**%*%********│
+│**************************************%**%*%**%**%********************%**%**%%%%*%*%%%%%***%%*******│
+│************************************%%***%%%*%%%%*%*%*%%*****%***********%*%%%%%*%****%*%***********│
+│****************************************%**%*******%*%%%****%%*%**%%%*%%**%*%*%*%**%****************│
+│****************************************%***%%**%****%**%%*%%*%*%****%****%%%**%*%%**%*%************│
+│*******************************************%%****%**%*%%%**%%%****%%*%***%%***%%***%%***%%**********│
+│*********************************************%*%**%**%%%%%*%****%%***%%*%**%**%****%****************│
+│*******************************************%************%**%%*****%%**%*%*%****%********************│
+│***************************************************%***%*%**%*%*******%%***%************************│
+│********************************************************%%%*****%*%**%**%*****%**%******************│
+│******************************************************%****%%%%*%*%*%****%**************************│
└────────────────────────────────────────────────────────────────────────────────────────────────────┘
Batch Log-loss:
-┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ 3.84 │- │
-│ │ │
-│ │ │
-│ │- │
-│ │ │
-│ │ │
-│ │ - - -- │
-│ │ - ---- ---- ---- -- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- │
-│ │ - - ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- │
-│ │------------------- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- │
-│ │- - - -- ---- ---- ---- ---- ---- ---- ---- ---- ---- │
-│ │- -- - - -- ---- ---- --- ---- ---- ---- ---- ---- --- │
-│ │--- - -- - - ---- --- -- - │
-│b │ -- --- - -- - -- - -- --- - │
-│a │- - - -- - - - -- ------ ------ -- ---------------------│
-│t │ - - -- - ---- - --- - - - - - - - -│
-│c │ - - -- -- --- ---- ---- ---- ---- --- -- - - - - - - - │
-│h │ - - -- -- --- - - --- - - -- - -- - -- -- --- ---- ---- ---- ---- │
-│ │ - - -- - ------ - - - - ---- ----│
-│l │ - - - -- - - - -- - -- - - - - - - - │
-│o │ --- - --- - -- - -- --- -- - ---- -- - - - - │
-│g │ -- - - - - ---- - - - - -- - - --│
-│ │ - - - - - - --- - -- │
-│l │ - -- - - │
-│o │- - - - │
-│s │ - - │
-│s │ - - - - - - -│
-│ │ - - - - - - - - │
-│ │ - - - │
-│ │ - - │
-│ │ - - - │
-│ │ - │
-│ │ - - │
-│ │ - - │
-│ │ - │
-│ │ - │
-│ │ │
-│ │ │
-│ │ - │
-│ -1.04e+1│ ---------------------------------------------------------------------------------------------------│
-├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
-│ │0.00 1.59e+3│
-│ │ step │
-└─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+│ 3.69 │- │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│b │ │
+│a │ │
+│t │ │
+│c │ │
+│h │ │
+│ │ │
+│l │ │
+│o │ │
+│g │ │
+│ │ │
+│l │ │
+│o │ │
+│s │ │
+│s │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ 6.93e-1│----------------------------------------------------------------------------------------------------│
+├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+│ │0.00 1.59e+3│
+│ │ step │
+└────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
Epoch Log-loss:
┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ 4.38│- │
+│ 4.36│- │
│ │ │
│ │ │
│ │ │
@@ -124,15 +124,15 @@ Epoch Log-loss:
│ │ │
│ │ │
│ │ │
-│ │ - │
│ │ │
-│ │ - - │
-│ │ - ---- --- ---- -- -- │
-│ │ -- -- ---- │
-│ │ ---- ---- --- │
-│ │ - ---- ---- --- - │
-│ │ - --- ---- --- --- │
-│ 2.37│ - - ---- ---- ---- │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ 3.68│ --- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- │
├─────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │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..c5e8312 100644
--- a/_build/default/test/training/moons_demo.expected
+++ b/_build/default/test/training/moons_demo.exe.output
@@ -4,47 +4,47 @@ Half-moons scatterplot and decision boundary:
┌────────────────────────────────────────────────────────────────────────────────────────────────────┐
│****************************************#***********************************************************│
│********************************##*#*******#********************************************************│
-│*******************#******#*#**#**##**##*#**#***#************************************...............│
-│***************#********#***#**#**#**#*#*##**##**##*****************************....................│
-│*************#****#*###**#*##*#*##***##*#######******#**********************........................│
-│*****************#*#****#***#***#*#*#*********#*##*##*******************............................│
-│************#***##*###***#*#********#**#***##*#***##***#*************...............................│
-│**********#***#****#####*#***###******#*#*#***#***#***#*##**#****...................................│
-│***********####*#***#****#*#*****##****#**********##**********......................................│
-│*********#****#***#**##*#*#*#*......#**##*#*##*##*#*#**#**##........................................│
-│**********#**#*###**#*******...........****#***#***#**#*##...#......................................│
-│***#**#****###*##*#*##*****.......%......******##*##**#.#.#.........................................│
-│***#**#**#*#***###**#*#**........%......%....****#***#....#....#....................................│
-│********#**###***#******........................#***#*#..#...###........................%.%....%....│
-│**#********####*#**#***.......%......%.%..........**#**##...##...#................................%.│
-│****##*****##****#*****.......%......%..............**#**#.#.#.##.#.............................%...│
-│***#*#**#***#*#*******.........%.%.....%.............#*##*#*#....#...........................%.%.%..│
-│*#*#**#**#*#***#******.........%.%.%%.%................*###****.#.###...................%.%..%...%.%│
-│****##**##***********...................%................###*##*.#.#.....................%%%..%.%%..│
-│***#***##*##********.........%.%%.%%%.%..................#.#*####.#.#...................%%%%.%..%...│
-│#*#*#*#**#*#********.........%....%.%.%%%.................#...**........................%....%.%.%..│
-│##*##***#**#*******..........%...%%.%%..%..%..................#...#.#............................%%.│
-│*#**#******#*******..............%..%...%%..................##...#.###...............%.%%.%..%......│
-│#***#*##**#*******...............%...%...%.......................#..#.................%.%%.%%%..%%%.│
-│*#*##***##*******................%.%%%.%....................###..#.##..................%.%%.........│
-│******#*#********.................%%.%.%%%%.........................#............%.%..%%..%..%......│
-│*****#****#*****......................%.%.%...................#....#..............%.%..%..%.%..%%%..│
-│*****##*********................%...%...%%.%%..%...................#............%....%%%.%%..%......│
-│***************...................%..%.%%.%%.%..%%.%%...........#.##..............%%%%.........%....│
-│***************....................%%..%...%..%%%%..........................%%%.....%.%..%.%........│
-│**************........................%..%.%..%..%....................%..%..%%%%.%.%%%%%...%%.......│
-│*************.......................%%...%%%.%%%%.%.%.%%.....%...........%.%%%%%.%....%.%...........│
-│*************...........................%..%.......%.%%%....%%.%..%%%.%%..%.%.%.%..%................│
-│************............................%...%%..%....%..%%.%%.%.%....%....%%%..%.%%..%.%............│
-│************...............................%%....%..%.%%%..%%%....%%.%...%%...%%...%%...%%..........│
-│***********..................................%.%..%..%%%%%.%....%%...%%.%..%..%....%................│
-│***********................................%............%..%%.....%%..%.%.%....%....................│
-│**********.........................................%...%.%..%.%.......%%...%........................│
-│**********..............................................%%%.....%.%..%..%.....%..%..................│
-│*********.............................................%....%%%%.%.%.%....%..........................│
+│*******************#******#*#**#**##**##*#**#***#***************************************************│
+│***************#********#***#**#**#**#*#*##**##**##*************************************************│
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+│*****************#*#****#***#***#*#*#*********#*##*##***********************************************│
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+│*********#****#***#**##*#*#*#*******#**##*#*##*##*#*#**#**##****************************************│
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+│***#**#****###*##*#*##************%************##*##**#*#*#*****************************************│
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+│***#*#**#***#*#****************%*%*****%*************#*##*#*#****#***************************%*%*%**│
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+│***#***##*##*****************%*%%*%%%*%******************#*#*####*#*#*******************%%%%*%**%***│
+│#*#*#*#**#*#*****************%****%*%*%%%*****************#*****************************%****%*%*%**│
+│##*##***#**#*****************%***%%*%%**%**%******************#***#*#****************************%%*│
+│*#**#******#*********************%**%***%%******************##***#*###***************%*%%*%**%******│
+│#***#*##**#**********************%***%***%***********************#**#*****************%*%%*%%%**%%%*│
+│*#*##***##***********************%*%%%*%********************###**#*##******************%*%%*********│
+│******#*#*************************%%*%*%%%%*************************#************%*%**%%**%**%******│
+│*****#****#***************************%*%*%*******************#****#**************%*%**%**%*%**%%%**│
+│*****##*************************%***%***%%*%%**%*******************#************%****%%%*%%**%******│
+│**********************************%**%*%%*%%*%**%%*%%***********#*##**************%%%%*********%****│
+│***********************************%%**%***%**%%%%**************************%%%*****%*%**%*%********│
+│**************************************%**%*%**%**%********************%**%**%%%%*%*%%%%%***%%*******│
+│************************************%%***%%%*%%%%*%*%*%%*****%***********%*%%%%%*%****%*%***********│
+│****************************************%**%*******%*%%%****%%*%**%%%*%%**%*%*%*%**%****************│
+│****************************************%***%%**%****%**%%*%%*%*%****%****%%%**%*%%**%*%************│
+│*******************************************%%****%**%*%%%**%%%****%%*%***%%***%%***%%***%%**********│
+│*********************************************%*%**%**%%%%%*%****%%***%%*%**%**%****%****************│
+│*******************************************%************%**%%*****%%**%*%*%****%********************│
+│***************************************************%***%*%**%*%*******%%***%************************│
+│********************************************************%%%*****%*%**%**%*****%**%******************│
+│******************************************************%****%%%%*%*%*%****%**************************│
└────────────────────────────────────────────────────────────────────────────────────────────────────┘Loss:
┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ 2.61e+1│- │
+│ 2.63e+1│- │
│ │ │
│ │ │
│ │ │
@@ -78,61 +78,61 @@ Half-moons scatterplot and decision boundary:
│ │ │
│ │ │
│ │ │
-│ │ -- - │
-│ │- --- - --- - │
-│ │ - - - -- - -- -- - ---- - --- -- -- │
-│ │---- - - - -- - - - -- ---- - -- - -- ---- ---- ---- ---- --- - │
-│ │-------------- ---- ---- ---- ---- -- --- ---- - -- ---- ---- ---- ---- ---- ---- ---- ---- ---- │
-│ 0.00 │----------------------------------------------------------------------------------------------------│
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ 1.00 │----------------------------------------------------------------------------------------------------│
├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │0.00 6.39e+3│
│ │ step │
└────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘Log-loss, for better visibility:
-┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ 3.26 │- │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ -- - │
-│ │- - --- -- ---- - - - │
-│ │ --- -- - --- --- ---- ---- --- ---- ---- ---- - │
-│ │---- ---- - - - - - ---- -- --- ---- ---- ---- ---- -- - ---- - - - │
-│ │ --- --------- ---- -- - ---- - -- - - ---- - --- ---- ---- ---- ---- ---- ---- ---- ---- │
-│ │-------- ---- ---- ---- ---- -- --- -- - │
-│ │-- - - --- --- --- - - - -- - │
-│ │-- --- - -- - - -- - -- --- --- ---- - - │
-│ │--- ---- - -- - --- - - - -- - --- - -- - │
-│ │-- - - - - -- - - -- - - - - - -- --- - - - - - │
-│l │- - - -- - - --- - - -- - -- - ----- -- - - -- - --- - ------- ---- -------- - - │
-│o │- ---- ---- -- ------ - - - -- ----- -- - ---------- -- ---- ------- ---- -- ------ - -- - -- - │
-│g │ - -- ---- ------ - ----- - ---- - -- -- - --- ---- ---- ---- -- -- - ------------- ----- -│
-│ │- - -- -- ------ -- - ---- - -- -- -- -- - - - ------ - - - ---- -- - - - -- - --- --│
-│l │--- -- - ---- - - --- --- -- - - -- --- -------- ------- - - - --- ----- - ------- │
-│o │- - - -- ----- - - ---- - -- - - -- --- -- - ------ ---- ---- - ---- - -- - -│
-│s │- --------- - -- ---- ---- -- - -- ---- -- ---- - -- - ----- -- - - - - --│
-│s │ ---- - -------- -- ----- - -- - - - - --- -- -- -- - --- - - --- - - - │
-│ │ - -- ------ - - -- -- ----- -- -- - ---- ---- -- - --- - - - - -- - -- --- │
-│ │-- -- - -- - - - - - - --- - - -- - - -- -- - - - - - - - ---- - -│
-│ │--- -- - - - - - - ---- ---- --- --- -- -- - - -- -- - - - - --│
-│ │ - - - --- - - -- - - - - - - - - - - │
-│ │ -- --- - - - - - - -- -- ----- - - │
-│ │ - - - - - - - - - - -- - - │
-│ │ - - -- - - - - - - - - - │
-│ │ - - - - - - │
-│ │ - - - - │
-│ │ - - - │
-│ │ - - - │
-│ │ │
-│ │ - - │
-│ │ - - │
-│ │ │
-│ -1.00e+1│----------------------------------------------------------------------------------------------------│
-├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
-│ │0.00 6.39e+3│
-│ │ step │
-└─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+│ 3.27│- │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│l │ │
+│o │ │
+│g │ │
+│ │ │
+│l │ │
+│o │ │
+│s │ │
+│s │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ 0.00│----------------------------------------------------------------------------------------------------│
+├─────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+│ │0.00 6.39e+3│
+│ │ step │
+└─────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
Learning rate:
┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
│ -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 21:12.10: Job failed: Failed: Build failed