2025-06-27 12:18.58: New job: test ahrefs/ocannl https://github.com/ahrefs/ocannl.git#refs/heads/master (da61756a4cf56c7301528a91a1621f43519d4cf2) (linux-x86_64:fedora-42-5.3_opam-2.3)
Base: ocaml/opam:fedora-42-ocaml-5.3@sha256:ca935fbf20f8d83e78dff4d973011a91d32565d7d98af772da42600dd103623c
Opam project build
To reproduce locally:
git clone --recursive "https://github.com/ahrefs/ocannl.git" -b "master" && cd "ocannl" && git reset --hard da61756a
cat > Dockerfile <<'END-OF-DOCKERFILE'
FROM ocaml/opam:fedora-42-ocaml-5.3@sha256:ca935fbf20f8d83e78dff4d973011a91d32565d7d98af772da42600dd103623c
# fedora-42-5.3_opam-2.3
USER 1000:1000
ENV CLICOLOR_FORCE="1"
ENV OPAMCOLOR="always"
WORKDIR /src
RUN sudo dnf install -y findutils
RUN sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam
RUN opam init --reinit -ni
RUN uname -rs && opam exec -- ocaml -version && opam --version
WORKDIR /src
RUN sudo chown opam /src
RUN cd ~/opam-repository && (git cat-file -e 7210227672addfb4db789560e45923f54c0aeab1 || git fetch origin master) && git reset -q --hard 7210227672addfb4db789560e45923f54c0aeab1 && 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 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 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 parsexp.v0.17.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.0 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.1.12.0 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0"
ENV CI="true"
ENV OCAMLCI="true"
RUN opam update --depexts && opam install --cli=2.3 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS
RUN opam install $DEPS
COPY --chown=1000:1000 . /src
RUN opam exec -- dune build @install @check @runtest && rm -rf _build
END-OF-DOCKERFILE
docker build .
END-REPRO-BLOCK
2025-06-27 12:18.58: Using cache hint "ahrefs/ocannl-ocaml/opam:fedora-42-ocaml-5.3@sha256:ca935fbf20f8d83e78dff4d973011a91d32565d7d98af772da42600dd103623c-fedora-42-5.3_opam-2.3-82912e70cd030e6e6af979ac4425a6a2"
2025-06-27 12:18.58: Using OBuilder spec:
((from ocaml/opam:fedora-42-ocaml-5.3@sha256:ca935fbf20f8d83e78dff4d973011a91d32565d7d98af772da42600dd103623c)
(comment fedora-42-5.3_opam-2.3)
(user (uid 1000) (gid 1000))
(env CLICOLOR_FORCE 1)
(env OPAMCOLOR always)
(workdir /src)
(run (network host)
(shell "sudo dnf install -y findutils"))
(run (shell "sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam"))
(run (shell "opam init --reinit -ni"))
(run (shell "uname -rs && opam exec -- ocaml -version && opam --version"))
(workdir /src)
(run (shell "sudo chown opam /src"))
(run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "cd ~/opam-repository && (git cat-file -e 7210227672addfb4db789560e45923f54c0aeab1 || git fetch origin master) && git reset -q --hard 7210227672addfb4db789560e45923f54c0aeab1 && 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 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 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 parsexp.v0.17.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.0 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.1.12.0 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0")
(env CI true)
(env OCAMLCI true)
(run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "opam update --depexts && opam install --cli=2.3 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS"))
(run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "opam install $DEPS"))
(copy (src .) (dst /src))
(run (shell "opam exec -- dune build @install @check @runtest && rm -rf _build"))
)
2025-06-27 12:18.58: Waiting for resource in pool OCluster
2025-06-27 12:18.58: Waiting for workerβ¦
2025-06-27 12:21.23: Got resource from pool OCluster
Building on toxis.caelum.ci.dev
All commits already cached
HEAD is now at da61756a Fix insufficient domains: convert terminal -> iterated in get_proj_equations
(from ocaml/opam:fedora-42-ocaml-5.3@sha256:ca935fbf20f8d83e78dff4d973011a91d32565d7d98af772da42600dd103623c)
2025-06-27 12:22.42 ---> saved as "6219cec5618da56ab7f2d1a249180f4afe319ecdd103db509824f628c646fc56"
/: (comment fedora-42-5.3_opam-2.3)
/: (user (uid 1000) (gid 1000))
/: (env CLICOLOR_FORCE 1)
/: (env OPAMCOLOR always)
/: (workdir /src)
/src: (run (network host)
(shell "sudo dnf install -y findutils"))
Updating and loading repositories:
Fedora 42 openh264 (From Cisco) - x86_ 100% | 3.9 KiB/s | 986.0 B | 00m00s
Fedora 42 - x86_64 - Updates 100% | 85.7 KiB/s | 10.5 KiB | 00m00s
Fedora 42 - x86_64 100% | 200.6 KiB/s | 26.9 KiB | 00m00s
Fedora 42 openh264 (From Cisco) - x86_ 100% | 17.7 KiB/s | 5.8 KiB | 00m00s
Fedora 42 - x86_64 - Updates 100% | 4.2 MiB/s | 4.2 MiB | 00m01s
Repositories loaded.
Package "findutils-1:4.10.0-5.fc42.x86_64" is already installed.
Nothing to do.
2025-06-27 12:22.52 ---> saved as "b1f0db1fada5631e0e8a089e4b21d3aba9fcebb8766eb6c5a9e6a096ca963ec7"
/src: (run (shell "sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam"))
2025-06-27 12:22.52 ---> saved as "36f20adfdb7a1fd3920d73b330c5ff2e9a27026c342876b307bcafc268e4eecd"
/src: (run (shell "opam init --reinit -ni"))
Configuring from /home/opam/.opamrc and then from built-in defaults.
Checking for available remotes: rsync and local, git.
- you won't be able to use mercurial repositories unless you install the hg command on your system.
- you won't be able to use darcs repositories unless you install the darcs command on your system.
This development version of opam requires an update to the layout of /home/opam/.opam from version 2.0 to version 2.2, which can't be reverted.
You may want to back it up before going further.
Continue? [y/n] y
Format upgrade done.
<><> Updating repositories ><><><><><><><><><><><><><><><><><><><><><><><><><><>
[default] Initialised
2025-06-27 12:23.47 ---> saved as "183296d1720211aca3f522267709abbd22789de72e87a55022fd39b32feff80b"
/src: (run (shell "uname -rs && opam exec -- ocaml -version && opam --version"))
Linux 5.15.0-134-generic
The OCaml toplevel, version 5.3.0
2.3.0
2025-06-27 12:23.47 ---> saved as "626b7abede693a100c736148e8f886bf78f49cecf8d70aa67da157cd49d141e7"
/src: (workdir /src)
/src: (run (shell "sudo chown opam /src"))
2025-06-27 12:23.48 ---> saved as "4994b2b063705049a578a29c9bf8c120bb196e13f645e32fb92443c24d9db643"
/src: (run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "cd ~/opam-repository && (git cat-file -e 7210227672addfb4db789560e45923f54c0aeab1 || git fetch origin master) && git reset -q --hard 7210227672addfb4db789560e45923f54c0aeab1 && git log --no-decorate -n1 --oneline && opam update -u"))
From https://github.com/ocaml/opam-repository
* branch master -> FETCH_HEAD
bc726805e3..2ca36230be master -> origin/master
7210227672 Merge pull request #28100 from smuenzel/ppx-deriving-6.1.0-ocaml-5.4
<><> Updating package repositories ><><><><><><><><><><><><><><><><><><><><><><>
[default] synchronised from git+file:///home/opam/opam-repository
Everything as up-to-date as possible (run with --verbose to show unavailable upgrades).
However, you may "opam upgrade" these packages explicitly, which will ask permission to downgrade or uninstall the conflicting packages.
Nothing to do.
# To update the current shell environment, run: eval $(opam env)
2025-06-27 12:25.04 ---> saved as "3a2c7f3d7f858cbf5495fa9633d9d7ab56096a2d0bdf3152c92a7cc6bef114ec"
/src: (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./))
2025-06-27 12:25.04 ---> saved as "dd5166dc96c0d3449f9011e1d22452fe1f252ba83b18008ec8c6b261380b79f9"
/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)
2025-06-27 12:25.07 ---> saved as "d8bd79ed7ec398484a3126847d77f7404e5dc6df25da16ff537d70577bdcbf99"
/src: (run (network host)
(shell "echo '(lang dune 3.0)' > './dune-project'"))
2025-06-27 12:25.08 ---> saved as "9cfaa294eee11760275e61355d8240df0f21f68fe32e5dbbd0b66ae4f6ef99c1"
/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 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 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 parsexp.v0.17.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.0 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.1.12.0 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0")
/src: (env CI true)
/src: (env OCAMLCI true)
/src: (run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "opam update --depexts && opam install --cli=2.3 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS"))
+ /usr/sbin/sudo "yum" "makecache"
- Updating and loading repositories:
- Repositories loaded.
- Metadata cache created.
<><> Synchronising pinned packages ><><><><><><><><><><><><><><><><><><><><><><>
[neural_nets_lib.dev] synchronised (file:///src)
[arrayjit.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:
libcurl-devel libffi-devel zlib-ng-compat-devel
<><> Handling external dependencies <><><><><><><><><><><><><><><><><><><><><><>
+ /usr/sbin/sudo "yum" "install" "-y" "libcurl-devel" "libffi-devel" "zlib-ng-compat-devel"
- Updating and loading repositories:
- Repositories loaded.
- Package Arch Version Repository Size
- Upgrading:
- krb5-libs x86_64 1.21.3-6.fc42 updates 2.3 MiB
- replacing krb5-libs x86_64 1.21.3-5.fc42 b67228ed38864378b0e1f36b75127eab 2.3 MiB
- libcurl x86_64 8.11.1-5.fc42 updates 834.0 KiB
- replacing libcurl x86_64 8.11.1-4.fc42 b67228ed38864378b0e1f36b75127eab 842.1 KiB
- libssh x86_64 0.11.2-1.fc42 updates 566.7 KiB
- replacing libssh x86_64 0.11.1-4.fc42 b67228ed38864378b0e1f36b75127eab 565.5 KiB
- libssh-config noarch 0.11.2-1.fc42 updates 277.0 B
- replacing libssh-config noarch 0.11.1-4.fc42 b67228ed38864378b0e1f36b75127eab 277.0 B
- Installing:
- libcurl-devel x86_64 8.11.1-5.fc42 updates 1.3 MiB
- libffi-devel x86_64 3.4.6-5.fc42 fedora 33.1 KiB
- zlib-ng-compat-devel x86_64 2.2.4-3.fc42 fedora 107.0 KiB
- Installing dependencies:
- brotli x86_64 1.1.0-6.fc42 fedora 31.6 KiB
- brotli-devel x86_64 1.1.0-6.fc42 fedora 65.6 KiB
- cmake-filesystem x86_64 3.31.6-2.fc42 fedora 0.0 B
- keyutils-libs-devel x86_64 1.6.3-5.fc42 fedora 48.2 KiB
- krb5-devel x86_64 1.21.3-6.fc42 updates 705.9 KiB
- libcom_err-devel x86_64 1.47.2-3.fc42 fedora 16.7 KiB
- libidn2-devel x86_64 2.3.8-1.fc42 fedora 149.1 KiB
- libkadm5 x86_64 1.21.3-6.fc42 updates 213.9 KiB
- libnghttp2-devel x86_64 1.64.0-3.fc42 fedora 295.4 KiB
- libpsl-devel x86_64 0.21.5-5.fc42 fedora 110.3 KiB
- libselinux-devel x86_64 3.8-2.fc42 updates 126.8 KiB
- libsepol-devel x86_64 3.8-1.fc42 fedora 120.8 KiB
- libssh-devel x86_64 0.11.2-1.fc42 updates 178.0 KiB
- libverto-devel x86_64 0.3.2-10.fc42 fedora 25.7 KiB
- openssl-devel x86_64 1:3.2.4-3.fc42 fedora 4.3 MiB
- pcre2-devel x86_64 10.45-1.fc42 fedora 2.1 MiB
- pcre2-utf16 x86_64 10.45-1.fc42 fedora 626.3 KiB
- pcre2-utf32 x86_64 10.45-1.fc42 fedora 598.2 KiB
- publicsuffix-list noarch 20250616-1.fc42 updates 332.8 KiB
-
- Transaction Summary:
- Installing: 22 packages
- Upgrading: 4 packages
- Replacing: 4 packages
-
- Total size of inbound packages is 7 MiB. Need to download 7 MiB.
- After this operation, 11 MiB extra will be used (install 15 MiB, remove 4 MiB).
- [ 1/26] libffi-devel-0:3.4.6-5.fc42.x86 100% | 239.8 KiB/s | 28.8 KiB | 00m00s
- [ 2/26] libcurl-devel-0:8.11.1-5.fc42.x 100% | 4.8 MiB/s | 881.9 KiB | 00m00s
- [ 3/26] zlib-ng-compat-devel-0:2.2.4-3. 100% | 214.7 KiB/s | 38.4 KiB | 00m00s
- [ 4/26] krb5-devel-0:1.21.3-6.fc42.x86_ 100% | 3.6 MiB/s | 142.5 KiB | 00m00s
- [ 5/26] libssh-devel-0:0.11.2-1.fc42.x8 100% | 2.4 MiB/s | 41.5 KiB | 00m00s
- [ 6/26] cmake-filesystem-0:3.31.6-2.fc4 100% | 146.6 KiB/s | 17.6 KiB | 00m00s
- [ 7/26] brotli-0:1.1.0-6.fc42.x86_64 100% | 2.4 MiB/s | 19.9 KiB | 00m00s
- [ 8/26] libkadm5-0:1.21.3-6.fc42.x86_64 100% | 741.5 KiB/s | 76.4 KiB | 00m00s
- [ 9/26] brotli-devel-0:1.1.0-6.fc42.x86 100% | 424.1 KiB/s | 33.9 KiB | 00m00s
- [10/26] libnghttp2-devel-0:1.64.0-3.fc4 100% | 502.2 KiB/s | 55.7 KiB | 00m00s
- [11/26] libpsl-devel-0:0.21.5-5.fc42.x8 100% | 200.0 KiB/s | 33.2 KiB | 00m00s
- [12/26] libidn2-devel-0:2.3.8-1.fc42.x8 100% | 268.8 KiB/s | 64.0 KiB | 00m00s
- [13/26] libsepol-devel-0:3.8-1.fc42.x86 100% | 1.4 MiB/s | 48.4 KiB | 00m00s
- [14/26] libselinux-devel-0:3.8-2.fc42.x 100% | 3.4 MiB/s | 151.5 KiB | 00m00s
- [15/26] libcom_err-devel-0:1.47.2-3.fc4 100% | 214.6 KiB/s | 16.7 KiB | 00m00s
- [16/26] keyutils-libs-devel-0:1.6.3-5.f 100% | 453.9 KiB/s | 59.9 KiB | 00m00s
- [17/26] libverto-devel-0:0.3.2-10.fc42. 100% | 208.7 KiB/s | 14.4 KiB | 00m00s
- [18/26] publicsuffix-list-0:20250616-1. 100% | 4.9 MiB/s | 89.9 KiB | 00m00s
- [19/26] pcre2-utf16-0:10.45-1.fc42.x86_ 100% | 2.3 MiB/s | 241.9 KiB | 00m00s
- [20/26] openssl-devel-1:3.2.4-3.fc42.x8 100% | 7.1 MiB/s | 2.8 MiB | 00m00s
- [21/26] libcurl-0:8.11.1-5.fc42.x86_64 100% | 9.3 MiB/s | 371.7 KiB | 00m00s
- [22/26] pcre2-utf32-0:10.45-1.fc42.x86_ 100% | 2.3 MiB/s | 228.7 KiB | 00m00s
- [23/26] krb5-libs-0:1.21.3-6.fc42.x86_6 100% | 18.1 MiB/s | 759.8 KiB | 00m00s
- [24/26] libssh-config-0:0.11.2-1.fc42.n 100% | 553.2 KiB/s | 8.9 KiB | 00m00s
- [25/26] pcre2-devel-0:10.45-1.fc42.x86_ 100% | 2.2 MiB/s | 543.4 KiB | 00m00s
- [26/26] libssh-0:0.11.2-1.fc42.x86_64 100% | 5.3 MiB/s | 232.5 KiB | 00m00s
- --------------------------------------------------------------------------------
- [26/26] Total 100% | 5.8 MiB/s | 6.9 MiB | 00m01s
- Running transaction
- [ 1/32] Verify package files 100% | 236.0 B/s | 26.0 B | 00m00s
- [ 2/32] Prepare transaction 100% | 105.0 B/s | 30.0 B | 00m00s
- [ 3/32] Upgrading krb5-libs-0:1.21.3-6. 100% | 65.5 MiB/s | 2.3 MiB | 00m00s
- [ 4/32] Installing cmake-filesystem-0:3 100% | 1.2 MiB/s | 7.6 KiB | 00m00s
- [ 5/32] Installing zlib-ng-compat-devel 100% | 26.5 MiB/s | 108.5 KiB | 00m00s
- [ 6/32] Installing libkadm5-0:1.21.3-6. 100% | 35.1 MiB/s | 215.9 KiB | 00m00s
- [ 7/32] Upgrading libssh-config-0:0.11. 100% | 398.4 KiB/s | 816.0 B | 00m00s
- [ 8/32] Upgrading libssh-0:0.11.2-1.fc4 100% | 55.5 MiB/s | 568.8 KiB | 00m00s
- [ 9/32] Installing libssh-devel-0:0.11. 100% | 35.3 MiB/s | 180.6 KiB | 00m00s
- [10/32] Upgrading libcurl-0:8.11.1-5.fc 100% | 58.3 MiB/s | 835.1 KiB | 00m00s
- [11/32] Installing pcre2-utf32-0:10.45- 100% | 65.0 MiB/s | 599.1 KiB | 00m00s
- [12/32] Installing pcre2-utf16-0:10.45- 100% | 61.2 MiB/s | 627.1 KiB | 00m00s
- [13/32] Installing pcre2-devel-0:10.45- 100% | 46.5 MiB/s | 2.1 MiB | 00m00s
- [14/32] Installing publicsuffix-list-0: 100% | 54.3 MiB/s | 333.8 KiB | 00m00s
- [15/32] Installing libpsl-devel-0:0.21. 100% | 37.0 MiB/s | 113.6 KiB | 00m00s
- [16/32] Installing libverto-devel-0:0.3 100% | 12.9 MiB/s | 26.4 KiB | 00m00s
- [17/32] Installing libcom_err-devel-0:1 100% | 522.1 KiB/s | 18.3 KiB | 00m00s
- [18/32] Installing keyutils-libs-devel- 100% | 18.0 MiB/s | 55.2 KiB | 00m00s
- [19/32] Installing libsepol-devel-0:3.8 100% | 13.9 MiB/s | 128.3 KiB | 00m00s
- [20/32] Installing libselinux-devel-0:3 100% | 19.7 MiB/s | 161.6 KiB | 00m00s
- [21/32] Installing krb5-devel-0:1.21.3- 100% | 10.3 MiB/s | 715.2 KiB | 00m00s
- [22/32] Installing openssl-devel-1:3.2. 100% | 48.5 MiB/s | 5.2 MiB | 00m00s
- [23/32] Installing libnghttp2-devel-0:1 100% | 57.9 MiB/s | 296.5 KiB | 00m00s
- [24/32] Installing libidn2-devel-0:2.3. 100% | 38.3 MiB/s | 156.7 KiB | 00m00s
- [25/32] Installing brotli-0:1.1.0-6.fc4 100% | 949.9 KiB/s | 32.3 KiB | 00m00s
- [26/32] Installing brotli-devel-0:1.1.0 100% | 8.3 MiB/s | 68.0 KiB | 00m00s
- [27/32] Installing libcurl-devel-0:8.11 100% | 26.2 MiB/s | 1.4 MiB | 00m00s
- [28/32] Installing libffi-devel-0:3.4.6 100% | 17.0 MiB/s | 34.8 KiB | 00m00s
- [29/32] Removing libcurl-0:8.11.1-4.fc4 100% | 2.3 KiB/s | 7.0 B | 00m00s
- [30/32] Removing libssh-0:0.11.1-4.fc42 100% | 3.4 KiB/s | 14.0 B | 00m00s
- [31/32] Removing libssh-config-0:0.11.1 100% | 2.9 KiB/s | 3.0 B | 00m00s
- [32/32] Removing krb5-libs-0:1.21.3-5.f 100% | 392.0 B/s | 64.0 B | 00m00s
- Complete!
+ /usr/sbin/rpm "-q" "--whatprovides" "libcurl-devel" "libffi-devel" "zlib-ng-compat-devel"
- libcurl-devel-8.11.1-5.fc42.x86_64
- libffi-devel-3.4.6-5.fc42.x86_64
- zlib-ng-compat-devel-2.2.4-3.fc42.x86_64
2025-06-27 12:25.30 ---> saved as "a51d3d0e860bc2aca3554ec0d97927cffbb8fe0543cfa92a64b81658d03f7b78"
/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 81 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 fieldslib v0.17.0
- install fmt 0.10.0
- install integers 0.7.0
- install jane-street-headers v0.17.0
- install jst-config v0.17.0
- install logs 0.8.0
- install mdx 2.5.0
- install mtime 2.1.0
- install multicore-magic 2.3.1
- install num 1.6
- 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 parsexp v0.17.0
- install pprint 20230830
- install ppx_assert v0.17.0
- install ppx_base v0.17.0
- install ppx_cold v0.17.0
- install ppx_compare v0.17.0
- install ppx_derivers 1.2.1
- install ppx_deriving 6.1.0
- 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 1.12.0
- install result 1.5
- install saturn_lockfree 0.5.0
- install seq base
- install sexplib v0.17.0
- install sexplib0 v0.17.0
- install stdio v0.17.0
- install stdlib-shims 0.3.0
- install thread-local-storage 0.2
- install time_now v0.17.0
- install topkg 1.0.8
- install tyxml 4.6.0
- install uucp 16.0.0
- install uutf 1.0.4
- install variantslib v0.17.0
<><> Processing actions <><><><><><><><><><><><><><><><><><><><><><><><><><><><>
-> retrieved backoff.0.1.1 (cached)
-> retrieved astring.0.8.5 (cached)
-> retrieved angstrom.0.16.1 (cached)
-> retrieved bigarray-compat.1.1.0 (cached)
-> retrieved base.v0.17.3 (cached)
-> retrieved bigstringaf.0.10.0 (cached)
-> retrieved camlp-streams.5.0.1 (cached)
-> retrieved camlzip.1.13 (cached)
-> retrieved cmdliner.1.3.0 (cached)
-> retrieved cppo.1.8.0 (cached)
-> installed conf-libcurl.2
-> 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 integers.0.7.0 (cached)
-> retrieved fmt.0.10.0 (cached)
-> retrieved jane-street-headers.v0.17.0 (cached)
-> retrieved jst-config.v0.17.0 (cached)
-> retrieved logs.0.8.0 (cached)
-> retrieved mtime.2.1.0 (cached)
-> retrieved mdx.2.5.0 (cached)
-> retrieved multicore-magic.2.3.1 (cached)
-> retrieved num.1.6 (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 pprint.20230830 (cached)
-> retrieved ppx_assert.v0.17.0 (cached)
-> retrieved ppx_base.v0.17.0 (cached)
-> retrieved ppx_cold.v0.17.0 (cached)
-> retrieved ppx_compare.v0.17.0 (cached)
-> retrieved ppx_derivers.1.2.1 (cached)
-> retrieved ppx_enumerate.v0.17.0 (cached)
-> retrieved ppx_deriving.6.1.0 (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)
-> retrieved ppx_sexp_conv.v0.17.1 (cached)
-> retrieved dune.3.19.1, dune-configurator.3.19.1 (cached)
-> retrieved ppx_minidebug.2.3.0 (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.1.12.0 (cached)
-> installed cmdliner.1.3.0
-> installed num.1.6
-> retrieved result.1.5 (cached)
-> retrieved ppxlib.0.36.0 (cached)
-> retrieved seq.base (cached)
-> installed seq.base
-> retrieved saturn_lockfree.0.5.0 (cached)
-> retrieved sexplib.v0.17.0 (cached)
-> retrieved printbox.0.12, printbox-ext-plot.0.12, printbox-html.0.12, printbox-md.0.12, printbox-text.0.12 (cached)
-> retrieved sexplib0.v0.17.0 (cached)
-> retrieved stdio.v0.17.0 (cached)
-> retrieved stdlib-shims.0.3.0 (cached)
-> retrieved thread-local-storage.0.2 (cached)
-> retrieved time_now.v0.17.0 (cached)
-> retrieved topkg.1.0.8 (cached)
-> retrieved tyxml.4.6.0 (cached)
-> retrieved uutf.1.0.4 (cached)
-> retrieved variantslib.v0.17.0 (cached)
-> retrieved uucp.16.0.0 (cached)
-> installed ocamlbuild.0.16.1
-> installed ocamlfind.1.9.8
-> installed base-bytes.base
-> installed camlzip.1.13
-> installed topkg.1.0.8
-> installed mtime.2.1.0
-> installed uutf.1.0.4
-> installed fmt.0.10.0
-> installed ptime.1.2.0
-> installed astring.0.8.5
-> installed logs.0.8.0
-> installed dune.3.19.1
-> installed jane-street-headers.v0.17.0
-> installed ppx_derivers.1.2.1
-> installed csexp.1.5.2
-> installed backoff.0.1.1
-> installed bigarray-compat.1.1.0
-> installed camlp-streams.5.0.1
-> installed csv.2.4
-> installed multicore-magic.2.3.1
-> installed ocaml-version.4.0.1
-> installed ocaml_intrinsics_kernel.v0.17.1
-> installed pprint.20230830
-> installed printbox.0.12
-> installed result.1.5
-> installed sexplib0.v0.17.0
-> installed stdlib-shims.0.3.0
-> installed thread-local-storage.0.2
-> installed ocaml-syntax-shims.1.0.0
-> installed ocaml-compiler-libs.v0.17.0
-> installed cppo.1.8.0
-> installed re.1.12.0
-> installed integers.0.7.0
-> installed saturn_lockfree.0.5.0
-> installed dune-configurator.3.19.1
-> installed parsexp.v0.17.0
-> installed bigstringaf.0.10.0
-> installed sexplib.v0.17.0
-> installed angstrom.0.16.1
-> installed mdx.2.5.0
-> installed tyxml.4.6.0
-> installed printbox-html.0.12
-> installed curl.0.10.0
-> installed uucp.16.0.0
-> installed printbox-text.0.12
-> installed printbox-md.0.12
-> installed ctypes.0.23.0
-> installed printbox-ext-plot.0.12
-> installed base.v0.17.3
-> installed fieldslib.v0.17.0
-> installed variantslib.v0.17.0
-> installed stdio.v0.17.0
-> installed ctypes-foreign.0.23.0
-> installed ppxlib.0.36.0
-> installed ppxlib_jane.v0.17.4
-> installed ppx_optcomp.v0.17.1
-> installed ppx_here.v0.17.0
-> installed ppx_cold.v0.17.0
-> installed ppx_variants_conv.v0.17.1
-> installed ppx_fields_conv.v0.17.0
-> installed ppx_deriving.6.1.0
-> installed ppx_enumerate.v0.17.0
-> installed ppx_globalize.v0.17.2
-> 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_base.v0.17.0
-> installed ppx_minidebug.2.3.0
-> 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)
2025-06-27 12:27.59 ---> saved as "22f4aa9826c93953a9d195932d45b7588c483aa23d15a0dcfeeed4b6ac79d440"
/src: (copy (src .) (dst /src))
2025-06-27 12:28.00 ---> saved as "5a0ec9be3c08a50e6086afbba625c879a1339bfbc3131325b954cca36135a0ae"
/src: (run (shell "opam exec -- dune build @install @check @runtest && rm -rf _build"))
File "arrayjit/test/dune", line 6, characters 7-15:
6 | (pps ppx_jane)))
^^^^^^^^
Error: Library "ppx_jane" not found.
-> required by
_build/default/arrayjit/test/.merlin-conf/exe-test_numerical_types
-> required by alias arrayjit/test/check
(cd _build/default/test/config && ../../arrayjit/bin/read_config.exe --read=backend)
Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/config/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Wrote value of 'backend' to ocannl_backend.txt
File "test/einsum/test_conv_syntax.expected", line 1, characters 0-0:
/usr/sbin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum/test_conv_syntax.expected _build/default/test/einsum/test_conv_syntax.exe.output
diff --git a/_build/default/test/einsum/test_conv_syntax.expected b/_build/default/test/einsum/test_conv_syntax.exe.output
index 4bd5a1c..0580e1e 100644
--- a/_build/default/test/einsum/test_conv_syntax.expected
+++ b/_build/default/test/einsum/test_conv_syntax.exe.output
@@ -1,5 +1,5 @@
-Welcome to OCANNL! Reading configuration defaults from /Users/lukstafi/ocannl/_build/default/test/einsum/ocannl_config.
+Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/einsum/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Testing conv syntax parsing...
(cd _build/default/test_ppx && ./test_ppx_op_expected.exe)
Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test_ppx/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/default/test_ppx && ./test_ppx_op.exe)
Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test_ppx/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/einsum/dune", line 13, characters 7-25:
13 | (name einsum_trivia_exec)
^^^^^^^^^^^^^^^^^^
(cd _build/default/test/einsum && ./einsum_trivia_exec.exe) > _build/default/test/einsum/einsum_trivia_exec.exe.output
Fatal error: exception File "arrayjit/lib/low_level.ml", line 623, characters 44-50: Assertion failed
Raised at Ir__Low_level.cleanup_virtual_llc.loop_float.(fun) in file "arrayjit/lib/low_level.ml", line 623, characters 44-70
Called from Base__List0.iter in file "src/list0.ml", line 66, characters 4-7
Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 623, characters 8-71
Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 590, characters 29-62
Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 610, characters 55-88
Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 586, characters 38-71
Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 568, characters 17-50
Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 568, characters 17-50
Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 568, characters 17-50
Called from Base__List.filter_map in file "src/list.ml", line 1133, characters 11-15
Called from Base__List.filter_map in file "src/list.ml", line 1135, characters 22-38
Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml" (inlined), line 556, characters 19-42
Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 556, characters 19-64
Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 633, characters 36-89
Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 857-858, characters 7-67
Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 846-863, characters 30-35
Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1126, characters 15-47
Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-75
Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-75
Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 193-194, characters 4-45
Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 185-194, characters 34-47
Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 356, characters 6-61
Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 355-356, characters 4-61
Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 354-362, characters 26-99
Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 494, characters 37-90
Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 488-497, characters 32-17
Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 501, characters 12-75
Called from Dune__exe__Einsum_trivia_exec in file "test/einsum/einsum_trivia_exec.ml", line 29, characters 2-41
File "test/test_print_style.expected", line 1, characters 0-0:
/usr/sbin/git --no-pager diff --no-index --color=always -u _build/default/test/test_print_style.expected _build/default/test/test_print_style.exe.output
diff --git a/_build/default/test/test_print_style.expected b/_build/default/test/test_print_style.exe.output
index e51ab37..c55c8ad 100644
--- a/_build/default/test/test_print_style.expected
+++ b/_build/default/test/test_print_style.exe.output
@@ -1,5 +1,5 @@
-Welcome to OCANNL! Reading configuration defaults from /Users/lukstafi/ocannl/_build/default/test/ocannl_config.
+Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Testing print_style functionality:
(cd _build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition 'Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/a88e7833933c6a9b25c91cb54dd76480/default/test/ocannl_config.' -source-tree-root .. -diff-cmd -)
Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition '' -source-tree-root .. -diff-cmd -)
Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition 'Retrieving commandline, environment, or config file variable ocannl_log_level' -source-tree-root .. -diff-cmd -)
Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition 'Found 0, in the config file' -source-tree-root .. -diff-cmd -)
Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition einsum_trivia.ml -source-tree-root .. -diff-cmd -)
Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition hello_world_op.ml -source-tree-root .. -diff-cmd -)
Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/dune", lines 30-40, characters 0-281:
30 | (rule
31 | (alias runtest)
32 | (target
33 | (dir log_files))
34 | (action
35 | (run
36 | %{dep:micrograd_demo_logging.exe}
37 | "--ocannl_debug_backend=text"
38 | "--ocannl_log_file_stem=micrograd_demo_logging"
39 | "--ocannl_log_main_domain_to_stdout=false"
40 | "--ocannl_debug_log_to_stream_files=true")))
(cd _build/default/test && ./micrograd_demo_logging.exe --ocannl_debug_backend=text --ocannl_log_file_stem=micrograd_demo_logging --ocannl_log_main_domain_to_stdout=false --ocannl_debug_log_to_stream_files=true)
Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Retrieving commandline, environment, or config file variable ocannl_backend
Found multicore_cc, in the config file
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
Retrieving commandline, environment, or config file variable ocannl_cd_ident_style
Not found, using default heuristic
Retrieving commandline, environment, or config file variable ocannl_ll_ident_style
Not found, using default heuristic
Retrieving commandline, environment, or config file variable ocannl_prefer_backend_uniformity
Found true, in the config file
Retrieving commandline, environment, or config file variable ocannl_debug_log_to_stream_files
Found true, commandline --ocannl_debug_log_to_stream_files=true
Retrieving commandline, environment, or config file variable ocannl_cc_backend_optimization_level
Not found, using default 3
Retrieving commandline, environment, or config file variable ocannl_cc_backend_compiler_command
Not found, using default gcc
Retrieving commandline, environment, or config file variable ocannl_never_capture_stdout
Not found, using default false
Fatal error: exception File "src/printbox-text/PrintBox_text.ml", line 212, characters 6-12: Assertion failed
Raised at PrintBox_text.Output.Make_out.to_buf_aux_ in file "src/printbox-text/PrintBox_text.ml", line 212, characters 6-50
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 19-42
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41
Called from PrintBox_text.Output.Make_out.render in file "src/printbox-text/PrintBox_text.ml", line 242, characters 14-64
Called from PrintBox_text.output in file "src/printbox-text/PrintBox_text.ml", line 851, characters 2-31
Called from Minidebug_runtime.PrintBox.output_box in file "minidebug_runtime.ml", line 1527, characters 19-59
Called from Minidebug_runtime.PrintBox.close_log_impl.close_tree in file "minidebug_runtime.ml", line 1572, characters 6-38
Called from Backends.Add_buffer_retrieval_and_syncing.sync_routine.post in file "arrayjit/lib/backends.ml", lines 163-170, characters 13-15
Called from Ir__Task.run in file "arrayjit/lib/task.ml", line 17, characters 2-14
Re-raised at Ir__Task.run in file "arrayjit/lib/task.ml", lines 15-17, characters 20-14
Called from Dune__exe__Micrograd_demo_logging.(fun) in file "test/micrograd_demo_logging.ml", line 36, characters 2-16
Called from Utils.capture_stdout_logs in file "arrayjit/lib/utils.ml", line 825, characters 10-16
Re-raised at Utils.capture_stdout_logs in file "arrayjit/lib/utils.ml", line 856, characters 8-87
Called from Dune__exe__Micrograd_demo_logging in file "test/micrograd_demo_logging.ml", lines 35-39, characters 2-58
(cd _build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition zero2hero_1of7.ml -source-tree-root .. -diff-cmd -)
Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/einsum/moons_demo_variant.expected", line 1, characters 0-0:
/usr/sbin/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 68171df..d44a13e 100644
--- a/_build/default/test/einsum/moons_demo_variant.expected
+++ b/_build/default/test/einsum/moons_demo_variant.exe.output
@@ -1,57 +1,93 @@
-Welcome to OCANNL! Reading configuration defaults from /Users/lukstafi/ocannl/_build/default/test/einsum/ocannl_config.
+Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/einsum/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
+derive_projections
Half-moons scatterplot and decision boundary:
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
-β****************************#***********************************************************************β
-β****************************###***###***#***********************************************************β
-β***************************#********#***#**********************************************************.β
-β********************#*********************##*#*#************************************************....β
-β******************#***#*****##*#*#*#****#*#*#*##**********************************************......β
-β**************#*#**###**#*##**##********#**#****###**#*************************************.........β
-β***********#***##***#**##*****************#*#*##*###*************************************...........β
-β***************#**###******************************##*#********************************.............β
-β*************#*****#******************************#*#***#*#*************************................β
-β*********#***#************************************##*###**#***********************..................β
-β******#***#*#*#******************************************#*#*******************.....................β
-β*****###****#*******************************************#********************.......................β
-β*******#*###***********************************************#*#************..........................β
-β**********##**********************%%*********************#**##**********............................β
-β*****#***#**********************%**%%********************************.............................%.β
-β**####*************************%**%**************************##*#**............................%...%β
-β****#**************************%%**%*************************#*#*..............................%....β
-β*#****##************************%*...%*********************##*..#...........................%...%%..β
-β****#*#***********************.%..%.%........................#..#.............................%.%...β
-β##*##*********************.......%.............................#.##.........................%.%.%%%.β
-β**#####*****************.......%...%%.......................................................%..%.%..β
-β**********************...........%.%.%%.....................#.#.#.#.............................%%..β
-β***##****************............%..%..%........................#.#.........................%...%...β
-β##**#**************................%...%.....................#..###......................%.%%.......β
-β###***************...............%.%.%...........................##............................%....β
-β**##************.................................................#......................%%.%..%.....β
-β**#************....................%%...........................##......................%%.%........β
-β**************........................%......................#..#...........................%.......β
-β************........................%%.%.......................##.....................%..%..........β
-β***********............................%%..............................................%%.%%........β
-β**********.............................%...%............................................%%%.........β
-β********...................................%..%....................................%.....%..........β
-β*******.................................%%..%.%................................%.%.%.%%.............β
-β******.....................................%%.%...%%.%.......................%%%....%.%.%...........β
-β*****....................................%.....%.%..%....................%.....%%.%.%...............β
-β***.........................................%%...%.%%%%..%.......%.........%%.%%....................β
-β**................................................%..%.......%..%%%%...%.%..%.%.....................β
-β*..................................................%.%.%............%..%...%........................β
-β..................................................%....%.%......%%...%.%............................β
-β..........................................................%..%......%%%.............................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
+β....................................................................................................β
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββLoss:
ββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
-β 3.79e+1β- β
-β β β
-β β β
-β β β
-β β β
-β β β
+β 2.92e+6β - - β
β β β
β β β
β β β
@@ -61,124 +97,129 @@ Half-moons scatterplot and decision boundary:
β β β
β β β
β β β
+β β - - β
β β β
β β β
+β β - - β
+β β - - - - β
+β β - - β
+β β - - β
β β β
βl β β
-βo β β
-βs β β
-βs β β
-β β β
-β β β
+βo β - - β
+βs β - - β
+βs β - - - - β
+β β - - β
+β β β
+β β - - β
+β β - - - - - - β
+β β - - β
+β β - - - - - - - - β
+β β - - - - β
+β β β
+β β β
+β β β
+β β - - - - β
+β β - - - - - - β
+β β - - β
+β β - - β
+β β- - - - β
+β β - - - - - - - - β
+β β - - - - β
+β 1.99e+5β - - - - β
+ββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
+β β0.00 7.90e+1β
+β β step β
+ββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββLog-loss, for better visibility:
+ββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β 1.48e+1β - - β
β β β
β β β
β β β
+β β - - β
+β β - - β
+β β - - - - β
+β β - - - - β
β β β
+β β - - β
+β β - - - - β
+β β - - - - β
β β β
+β β - - β
+β β - - - - - - - - β
+β β - - - - - - - - β
+βl β - - - - β
+βo β β
+βg β β
β β β
-β β - β
+βl β β
+βo β - - - - β
+βs β - - - - β
+βs β - - - - β
β β β
+β β - - β
β β β
β β β
+β β - - β
+β β- - β
+β β - - β
+β β - - - - β
+β β - - β
β β β
+β β - - - - β
β β β
β β β
+β β - - β
β β β
-β β - - - - β
-β 0.00 β - ---- --- --- ---- ---- ---- ---- -- - ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- β
+β 1.22e+1β - - β
ββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β β0.00 7.90e+1β
β β step β
-ββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββLog-loss, for better visibility:
-βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
-β 3.63 β- β
-β β β
-β β β
-β β β
-β β - β
-β β β
-β β β
-β β β
-β β β
-β β - β
-β β - β
-β β - - - β
-β β - - - - β
-β β -- - - - - - - - -- - - - - - -- β
-β β - - - - - - - -- - - -- - - - - β
-β β - - - β
-βl β - - - -- - β
-βo β - - β
-βg β - - - - β
-β β - - - β
-βl β - -- β
-βo β - - - β
-βs β - β
-βs β - β
-β β - β
-β β β
-β β β
-β β β
-β β β
-β β β
-β β β
-β β β
-β β β
-β β β
-β β β
-β β β
-β β β
-β β β
-β β β
-β -1.00e+1β - - - - - - - β
-βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
-β β0.00 7.90e+1β
-β β step β
-βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Learning rate:
-βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
-β -1.01e-1β - β
-β β -- β
-β β - - β
-β β -- β
-β β - - β
-β β -- β
-β β - - β
-β β -- β
-β β - - β
-β β -- β
-β β - - β
-β β -- β
-β β - - β
-βl β -- β
-βe β - - β
-βa β -- β
-βr β - - β
-βn β -- β
-βi β - - β
-βn β -- β
-βg β - - β
-β β -- β
-βr β - - β
-βa β -- β
-βt β - - β
-βe β -- β
-β β - - β
-β β -- β
-β β - - β
-β β -- β
-β β - - β
-β β -- β
-β β - - β
-β β -- β
-β β - - β
-β β -- β
-β β - - β
-β β -- β
-β β - - β
-β -2.00e-1β--- β
-βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
-β β0.00 7.90e+1β
-β β step β
-βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββmlp_result's name: mlp_point
+ββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β -1.50e-33β β
+β β β
+β β β
+β β β
+β β β
+β β β
+β β β
+β β β
+β β β
+β β β
+β β β
+β β β
+β β β
+βl β β
+βe β β
+βa β β
+βr β β
+βn β β
+βi β β
+βn β β
+βg β β
+β β β
+βr β β
+βa β β
+βt β β
+βe β β
+β β β
+β β β
+β β β
+β β β
+β β β
+β β β
+β β β
+β β β
+β β β
+β β β
+β β β
+β β β
+β β β
+β -1.50e-33β---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- β
+ββββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
+β β0.00 7.90e+1β
+β β step β
+ββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββmlp_result's name: mlp_point
(mlp moons_input) name: mlp_moons_input
(cd _build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition primitive_ops.ml -source-tree-root .. -diff-cmd -)
Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition micrograd_demo.ml -source-tree-root .. -diff-cmd -)
Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition moons_demo_parallel.ml -source-tree-root .. -diffcmd -)
Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/zero2hero_1of7.ml", line 1, characters 0-0:
/usr/sbin/git --no-pager diff --no-index --color=always -u _build/default/test/zero2hero_1of7.ml _build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/zero2hero_1of7.ml.corrected
diff --git a/_build/default/test/zero2hero_1of7.ml b/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/zero2hero_1of7.ml.corrected
index 0e9bd26..8ff8fa0 100644
--- a/_build/default/test/zero2hero_1of7.ml
+++ b/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/zero2hero_1of7.ml.corrected
@@ -29,19 +29,29 @@ let%expect_test "Graph drawing recompile" =
Tensor.print_tree ~with_grad:true ~depth:9 f_nd;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
#15 +_f_nd
6.00e+1
#16 grad_+_f_nd Virt/30
<void>
- #13 - Virt/152 β#2 5. Virt/40
+ #13 - Virt/40 β#2 5. Virt/40
<void> β<void>
#14 grad_- Virt/30 β
<void> β
- #11 *. Virt/152 β #4 *. Virt/152 β
+ #11 *. Virt/40 β #4 *. Virt/40 β
<void> β <void> β
#12 grad_*. Virt/30 β #5 grad_*. Virt/30 β
<void> β <void> β
- #10 3. Virt/40β#7 **. Virt/152 β#3 4. Virt/40β#0 x β
+ #10 3. Virt/40β#7 **. Virt/40 β#3 4. Virt/40β#0 x β
<void> β<void> β<void> β 5.00 β
β#8 grad_**. Virt/30β β#1 grad_x Local/30β
β<void> β β<void> β
@@ -56,6 +66,19 @@ let%expect_test "Graph drawing recompile" =
Tensor.print_tree ~with_grad:true ~depth:9 f;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
#32 +_f
6.00e+1
#33 grad_+_f
@@ -95,8 +118,28 @@ let%expect_test "Graph drawing recompile" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
ββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β 1.00e+2β# β
+ β 6.00e+1β β
+ β β β
β β β
β β β
β β β
@@ -109,7 +152,6 @@ let%expect_test "Graph drawing recompile" =
β β β
β β β
β β β
- β β # β
β β β
β β β
β β β
@@ -119,23 +161,23 @@ let%expect_test "Graph drawing recompile" =
βx β β
β) β β
β β β
- β β # β
β β β
β β β
- β β #β
β β β
β β β
β β β
β β β
- β β # β
β β β
- β β # β
β β β
β β β
- β β # β
- β β # β
β β β
- β 4.00 β # # β
+ β β β
+ β β β
+ β β β
+ β β β
+ β β β
+ β β β
+ β 6.00e+1β# # # # # # # # # #β
ββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β β-5.00 4.00β
β β x β
@@ -157,6 +199,16 @@ let%expect_test "Graph drawing fetch" =
Tensor.print_tree ~with_grad:false ~depth:9 f5;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
#9 +_f_5.
6.00e+1
#8 - β#1 5. Virt/40
@@ -203,6 +255,20 @@ let%expect_test "Graph drawing fetch" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β 1.00e+2 β# β
β β# β
@@ -272,19 +338,28 @@ let%expect_test "Simple gradients hosted" =
Tensor.print_tree ~spy:true ~with_grad:true ~depth:9 l;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
#12 *._l Host&stream/41
<not-in-yet>
#13 grad_*._l Host&stream/41
<not-in-yet>
- #8 +_d Host&stream/41 β#10 f Host&shared/39
+ #8 +_d Host&stream/41 β#10 f Host&stream/41
<not-in-yet> β<not-in-yet>
#9 grad_+_d Host&stream/41 β#11 grad_f Host&stream/41
<not-in-yet> β<not-in-yet>
- #4 *._e Host&stream/41 β#6 c Host&shared/39 β
+ #4 *._e Host&stream/41 β#6 c Host&stream/41 β
<not-in-yet> β<not-in-yet> β
#5 grad_*._e Host&stream/41 β#7 grad_c Host&stream/41β
<not-in-yet> β<not-in-yet> β
- #0 a Host&shared/39 β#2 b Host&shared/39 β β
+ #0 a Host&stream/41 β#2 b Host&stream/41 β β
<not-in-yet> β<not-in-yet> β β
#1 grad_a Host&stream/41β#3 grad_b Host&stream/41β β
<not-in-yet> β<not-in-yet> β β
@@ -324,15 +399,15 @@ let%expect_test "Simple gradients hosted" =
#13 grad_*._l
1.00
#8 +_d β#10 f
- 4.00 β -2.40
+ 4.00 β -2.00
#9 grad_+_d β#11 grad_f
-2.00 β 4.00
#4 *._e β#6 c β
- -6.00 β 1.02e+1 β
+ -6.00 β 1.00e+1 β
#5 grad_*._e β#7 grad_cβ
-2.00 β -2.00 β
#0 a β#2 b β β
- 1.40 β -2.60 β β
+ 2.00 β -3.00 β β
#1 grad_aβ#3 grad_bβ β
6.00 β -4.00 β β
|}];
@@ -344,21 +419,21 @@ let%expect_test "Simple gradients hosted" =
[%expect
{|
#12 *._l
- -1.57e+1
+ -8.00
#13 grad_*._l
1.00
#8 +_d β#10 f
- 6.56 β -2.40
+ 4.00 β -2.00
#9 grad_+_d β#11 grad_f
- -2.40 β 6.56
+ -2.00 β 4.00
#4 *._e β#6 c β
- -3.64 β 1.02e+1 β
+ -6.00 β 1.00e+1 β
#5 grad_*._e β#7 grad_cβ
- -2.40 β -2.40 β
+ -2.00 β -2.00 β
#0 a β#2 b β β
- 1.40 β -2.60 β β
+ 2.00 β -3.00 β β
#1 grad_aβ#3 grad_bβ β
- 6.24 β -3.36 β β
+ 6.00 β -4.00 β β
|}]
let%expect_test "Simple gradients virtual" =
@@ -386,15 +461,15 @@ let%expect_test "Simple gradients virtual" =
<not-in-yet>
#8 +_d unknown β#10 f Host-non-const/24
<not-in-yet> β<not-in-yet>
- #9 grad_+_d unknown β#11 grad_f Material/28
+ #9 grad_+_d unknown β#11 grad_f Non-virt/26
<not-in-yet> β<not-in-yet>
#4 *._e unknown β#6 c Host-non-const/24β
<not-in-yet> β<not-in-yet> β
- #5 grad_*._e unknown β#7 grad_c Material/28 β
+ #5 grad_*._e unknown β#7 grad_c Non-virt/26 β
<not-in-yet> β<not-in-yet> β
#0 a Host-non-const/24β#2 b Host-non-const/24β β
<not-in-yet> β<not-in-yet> β β
- #1 grad_a Material/28 β#3 grad_b Material/28 β β
+ #1 grad_a Non-virt/26 β#3 grad_b Non-virt/26 β β
<not-in-yet> β<not-in-yet> β β
|}];
let grad_routine = Train.to_routine (module Backend) ctx IDX.empty grad in
@@ -402,22 +477,31 @@ let%expect_test "Simple gradients virtual" =
Tensor.print_tree ~spy:true ~with_grad:true ~depth:9 l;
[%expect
{|
- #12 *._l Host&stream/41
- <not-in-yet>
- #13 grad_*._l Virt/40
- <not-in-yet>
- #8 +_d Local/46 β#10 f Host&shared/39
- <not-in-yet> β<not-in-yet>
- #9 grad_+_d Virt/40 β#11 grad_f Dev-stream/41
- <not-in-yet> β<not-in-yet>
- #4 *._e Virt/152 β#6 c Host&shared/39 β
- <not-in-yet> β<not-in-yet> β
- #5 grad_*._e Virt/40 β#7 grad_c Dev-stream/41β
- <not-in-yet> β<not-in-yet> β
- #0 a Host&shared/39 β#2 b Host&shared/39 β β
- <not-in-yet> β<not-in-yet> β β
- #1 grad_a Dev-stream/41β#3 grad_b Dev-stream/41β β
- <not-in-yet> β<not-in-yet> β β
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ #12 *._l Host&stream/41
+ <not-in-yet>
+ #13 grad_*._l Virt/40
+ <not-in-yet>
+ #8 +_d Virt/40 β#10 f Host&stream/41
+ <not-in-yet> β<not-in-yet>
+ #9 grad_+_d Virt/40 β#11 grad_f Local/46
+ <not-in-yet> β<not-in-yet>
+ #4 *._e Virt/40 β#6 c Host&stream/41β
+ <not-in-yet> β<not-in-yet> β
+ #5 grad_*._e Virt/40 β#7 grad_c Local/46 β
+ <not-in-yet> β<not-in-yet> β
+ #0 a Host&stream/41β#2 b Host&stream/41β β
+ <not-in-yet> β<not-in-yet> β β
+ #1 grad_a Local/46 β#3 grad_b Local/46 β β
+ <not-in-yet> β<not-in-yet> β β
|}];
(* Do not update the params: all values and gradients will be at initial points, which are
specified in the tensor in the brackets. *)
@@ -425,22 +509,22 @@ let%expect_test "Simple gradients virtual" =
Tensor.print_tree ~with_grad:true ~depth:9 l;
[%expect
{|
- #12 *._l
- -8.00
- #13 grad_*._l Virt/40
- <void>
- #8 +_d Local/46 β#10 f
- <void> β -2.00
- #9 grad_+_d Virt/40 β#11 grad_f Dev-stream/41
- <void> β<void>
- #4 *._e Virt/152 β#6 c β
- <void> β 1.00e+1 β
- #5 grad_*._e Virt/40 β#7 grad_c Dev-stream/41β
- <void> β<void> β
- #0 a β#2 b β β
- 2.00 β -3.00 β β
- #1 grad_a Dev-stream/41β#3 grad_b Dev-stream/41β β
- <void> β<void> β β
+ #12 *._l
+ -8.00
+ #13 grad_*._l Virt/40
+ <void>
+ #8 +_d Virt/40 β#10 f
+ <void> β -2.00
+ #9 grad_+_d Virt/40 β#11 grad_f Local/46
+ <void> β<void>
+ #4 *._e Virt/40 β#6 c β
+ <void> β 1.00e+1 β
+ #5 grad_*._e Virt/40 β#7 grad_c Local/46β
+ <void> β<void> β
+ #0 a β#2 b β β
+ 2.00 β -3.00 β β
+ #1 grad_a Local/46β#3 grad_b Local/46β β
+ <void> β<void> β β
|}];
(* Only now compile the SGD update. *)
let sgd_routine = Train.to_routine (module Backend) grad_routine.context IDX.empty sgd in
@@ -451,22 +535,22 @@ let%expect_test "Simple gradients virtual" =
Tensor.print_tree ~with_grad:true ~depth:9 l;
[%expect
{|
- #12 *._l
- -8.00
- #13 grad_*._l Virt/40
- <void>
- #8 +_d Local/46 β#10 f
- <void> β -2.40
- #9 grad_+_d Virt/40 β#11 grad_f Dev-stream/41
- <void> β<void>
- #4 *._e Virt/152 β#6 c β
- <void> β 1.02e+1 β
- #5 grad_*._e Virt/40 β#7 grad_c Dev-stream/41β
- <void> β<void> β
- #0 a β#2 b β β
- 1.40 β -2.60 β β
- #1 grad_a Dev-stream/41β#3 grad_b Dev-stream/41β β
- <void> β<void> β β
+ #12 *._l
+ -8.00
+ #13 grad_*._l Virt/40
+ <void>
+ #8 +_d Virt/40 β#10 f
+ <void> β -2.00
+ #9 grad_+_d Virt/40 β#11 grad_f Local/46
+ <void> β<void>
+ #4 *._e Virt/40 β#6 c β
+ <void> β 1.00e+1 β
+ #5 grad_*._e Virt/40 β#7 grad_c Local/46β
+ <void> β<void> β
+ #0 a β#2 b β β
+ 2.00 β -3.00 β β
+ #1 grad_a Local/46β#3 grad_b Local/46β β
+ <void> β<void> β β
|}];
(* Now the params will remain as above, but both param gradients and the values and gradients of
other nodes will change thanks to the forward and backward passes. *)
@@ -474,22 +558,22 @@ let%expect_test "Simple gradients virtual" =
Tensor.print_tree ~with_grad:true ~depth:9 l;
[%expect
{|
- #12 *._l
- -1.57e+1
- #13 grad_*._l Virt/40
- <void>
- #8 +_d Local/46 β#10 f
- <void> β -2.40
- #9 grad_+_d Virt/40 β#11 grad_f Dev-stream/41
- <void> β<void>
- #4 *._e Virt/152 β#6 c β
- <void> β 1.02e+1 β
- #5 grad_*._e Virt/40 β#7 grad_c Dev-stream/41β
- <void> β<void> β
- #0 a β#2 b β β
- 1.40 β -2.60 β β
- #1 grad_a Dev-stream/41β#3 grad_b Dev-stream/41β β
- <void> β<void> β β
+ #12 *._l
+ -8.00
+ #13 grad_*._l Virt/40
+ <void>
+ #8 +_d Virt/40 β#10 f
+ <void> β -2.00
+ #9 grad_+_d Virt/40 β#11 grad_f Local/46
+ <void> β<void>
+ #4 *._e Virt/40 β#6 c β
+ <void> β 1.00e+1 β
+ #5 grad_*._e Virt/40 β#7 grad_c Local/46β
+ <void> β<void> β
+ #0 a β#2 b β β
+ 2.00 β -3.00 β β
+ #1 grad_a Local/46β#3 grad_b Local/46β β
+ <void> β<void> β β
|}]
let%expect_test "tanh plot" =
@@ -511,6 +595,13 @@ let%expect_test "2D neuron hosted" =
Tensor.print_tree ~with_grad:true ~depth:9 v;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
#8 +_v
7.00e-1
#9 grad_+_v
@@ -538,6 +629,13 @@ let%expect_test "2D neuron virtual" =
Tensor.print_tree ~with_grad:true ~depth:9 v;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
#8 +_v
7.00e-1
#9 grad_+_v Virt/40
File "test/primitive_ops.ml", line 1, characters 0-0:
/usr/sbin/git --no-pager diff --no-index --color=always -u _build/default/test/primitive_ops.ml _build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/primitive_ops.ml.corrected
diff --git a/_build/default/test/primitive_ops.ml b/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/primitive_ops.ml.corrected
index 17afc2d..b38e1ea 100644
--- a/_build/default/test/primitive_ops.ml
+++ b/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/primitive_ops.ml.corrected
@@ -55,6 +55,11 @@ let%expect_test "relu" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
βββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β 5.00β #β
β β # β
@@ -108,6 +113,11 @@ let%expect_test "sat01" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
βββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β 1.00β * *********###################### #### ####### ####β
β β β
@@ -161,6 +171,11 @@ let%expect_test "exp(x)" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
βββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β 2.71β *β
β β β
@@ -214,6 +229,11 @@ let%expect_test "log(x)" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
ββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β 1.00e+1β* β
β β β
@@ -267,6 +287,13 @@ let%expect_test "log2(x)" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
ββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β 1.44e+1β* β
β β β
@@ -320,6 +347,12 @@ let%expect_test "sin(x)" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β 9.99e-1 β # β
β β#### ## *** ** ### ### β
@@ -373,6 +406,14 @@ let%expect_test "cos(x)" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β 9.99e-1 β * β
β β *** *** ### ## ** ****β
@@ -426,6 +467,11 @@ let%expect_test "neg(x)" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
ββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β 5.00 β# β
β β ## β
@@ -479,6 +525,13 @@ let%expect_test "fma(x, 2, 1)" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
ββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β 1.10e+1β #β
β β ## β
@@ -532,6 +585,13 @@ let%expect_test "sqrt(x)" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
βββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β 2.23β #β
β β ##### β
@@ -585,6 +645,15 @@ let%expect_test "recip(x)" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β 1.00e+1 β# β
β β β
@@ -638,6 +707,15 @@ let%expect_test "recip_sqrt(x)" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β 3.16 β# β
β β β
@@ -691,6 +769,15 @@ let%expect_test "tanh(x)" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β 9.99e-1 β #β
β β ** * ############## #### ####### ### β
@@ -744,6 +831,18 @@ let%expect_test "where(x < 0, sin(x), cos(x))" =
PrintBox_text.output Stdio.stdout plot_box;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β 9.99e-1 β # * β
β β#### ## *** ## ** ***β
File "test/moons_demo_parallel.ml", line 1, characters 0-0:
/usr/sbin/git --no-pager diff --no-index --color=always -u _build/default/test/moons_demo_parallel.ml _build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/moons_demo_parallel.ml.corrected
diff --git a/_build/default/test/moons_demo_parallel.ml b/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/moons_demo_parallel.ml.corrected
index ce09725..cc24ef0 100644
--- a/_build/default/test/moons_demo_parallel.ml
+++ b/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/moons_demo_parallel.ml.corrected
@@ -105,4 +105,59 @@ let%expect_test "Half-moons data parallel" =
]
in
PrintBox_text.output Stdio.stdout plot_loss);
- [%expect "Success"]
+ [%expect.unreachable]
+[@@expect.uncaught_exn {|
+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.
+ This is strongly discouraged as backtraces are fragile.
+ Please change this test to not include a backtrace. *)
+ (Option.value_exn arrayjit/lib/backends.ml:289:28)
+ Raised at Base__Error.raise in file "src/error.ml" (inlined), line 9, characters 21-37
+ Called from Base__Option.value_exn in file "src/option.ml", line 119, characters 4-21
+ Called from Backends.Add_device.link_batch in file "arrayjit/lib/backends.ml", line 289, characters 5-44
+ Called from Backends.Raise_backend.link_batch in file "arrayjit/lib/backends.ml", line 467, characters 30-81
+ Called from Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", line 270, characters 26-90
+ Re-raised at Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", line 270, characters 10-91
+ Re-raised at Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", lines 268-271, characters 23-18
+ Called from Base__Array0.mapi in file "src/array0.ml", line 142, characters 24-46
+ Called from Ocannl__Train.parallel_update in file "lib/train.ml", lines 268-271, characters 4-18
+ Re-raised at Ocannl__Train.parallel_update in file "lib/train.ml", lines 265-271, characters 2-18
+ Re-raised at Ocannl__Train.parallel_update in file "lib/train.ml", lines 233-318, characters 32-69
+ Called from Ocannl__Train.example_train_loop in file "lib/train.ml", lines 415-425, characters 4-39
+ Called from Tutorials__Moons_demo_parallel.(fun) in file "test/moons_demo_parallel.ml", lines 58-62, characters 4-8
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+
+ Trailing output
+ ---------------
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ |}]
File "test/micrograd_demo.ml", line 1, characters 0-0:
/usr/sbin/git --no-pager diff --no-index --color=always -u _build/default/test/micrograd_demo.ml _build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/micrograd_demo.ml.corrected
diff --git a/_build/default/test/micrograd_demo.ml b/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/micrograd_demo.ml.corrected
index 59a566d..cc15ed5 100644
--- a/_build/default/test/micrograd_demo.ml
+++ b/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/micrograd_demo.ml.corrected
@@ -33,6 +33,58 @@ let%expect_test "Micrograd README basic example" =
Tensor.print ~with_code:false ~with_grad:false `Default g;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
ββββββββββββββββββββββ
β[75]: +_g shape 0:1 β
βββ¬ββββββββββ β
@@ -182,48 +234,89 @@ let%expect_test "Micrograd half-moons example" =
PrintBox_text.output Stdio.stdout plot_moons;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
Half-moons scatterplot and decision boundary:
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β****************************#***********************************************************************β
- β****************************###***###***#***********************************************************β
- β***************************#********#***#***********************************************************β
- β********************#*********************##*#*#****************************************************β
- β******************#***#*****##*#*#*#****#*#*#*##****************************************************β
- β**************#*#**###**#*##**##********#**#****###**#**********************************************β
- β***********#***##***#**##*****************#*#*##*###**********************************************..β
- β***************#**###******************************##*#******************************************...β
- β*************#*****#******************************#*#***#*#*************************************....β
- β*********#***#******************......************##*###**#************************************.....β
- β******#***#*#*#****************........******************#*#*********************************.......β
- β*****###****#****************...........****************#***********************************........β
- β*******#*###****************.............******************#*#*****************************.........β
- β**********##***************.......%%......***************#**##****************************..........β
- β*****#***#****************......%..%%......*********************************************..........%.β
- β**####*******************......%..%..........****************##*#**********************........%...%β
- β****#*******************.......%%..%..........***************#*#**********************.........%....β
- β*#****##***************.........%....%.........************##***#********************.......%...%%..β
- β****#*#***************.........%..%.%...........*************#**#*******************..........%.%...β
- β##*##****************............%...............**************#*##****************.........%.%.%%%.β
- β**#####************............%...%%.............*******************************...........%..%.%..β
- β******************...............%.%.%%............*********#*#*#*#*************................%%..β
- β***##************................%..%..%............************#*#************.............%...%...β
- β##**#***********...................%...%.............********#**###***********...........%.%%.......β
- β###************..................%.%.%................***********##**********..................%....β
- β**##**********.........................................**********#*********.............%%.%..%.....β
- β**#**********......................%%...................********##********..............%%.%........β
- β************..........................%..................****#**#********...................%.......β
- β***********.........................%%.%..................*****##******...............%..%..........β
- β**********.............................%%..................***********.................%%.%%........β
- β*********..............................%...%................*******.....................%%%.........β
- β********...................................%..%....................................%.....%..........β
- β*******.................................%%..%.%................................%.%.%.%%.............β
- β******.....................................%%.%...%%.%.......................%%%....%.%.%...........β
- β*****....................................%.....%.%..%....................%.....%%.%.%...............β
- β****........................................%%...%.%%%%..%.......%.........%%.%%....................β
- β***...............................................%..%.......%..%%%%...%.%..%.%.....................β
- β**.................................................%.%.%............%..%...%........................β
- β*.................................................%....%.%......%%...%.%............................β
- β..........................................................%..%......%%%.............................β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
+ β****************************************************************************************************β
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|}];
Stdio.printf "Loss:\n%!";
@@ -236,106 +329,106 @@ let%expect_test "Micrograd half-moons example" =
{|
Loss:
ββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β 3.79e+1β- β
+ β 5.79e+6β - - - - - - - - - - β
+ β β - - - - - - - - - - β
β β β
β β β
β β β
β β β
+ β β - - - - - - - - - -β
β β β
+ β β - - - - - - - - - - - - - - - - - - - -β
+ β β - - - - - - - - - - - - - - - - - - - - β
β β β
β β β
β β β
β β β
+ β β - - - - - - - - - - - - - - - - - - - -β
+ β β- - - - - - - - - - β
+ β β - - - - - - - - - - - - - - - - - - - - β
+ β β - - - - - - - - - -β
+ βl β - - - - - - - - - - - - - - - - - - - - β
+ βo β - - - - - - - - - - β
+ βs β - - - - - - - - - - - - - - - - - - - - β
+ βs β - - - - - - - - - - - - - - - - - - - - β
+ β β - - - - - - - - - - - - - - - - - - - - β
β β β
+ β β- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - β
+ β β - - - - - - - - - - β
+ β β- - - - - - - - - - - - - - - - - - - - β
+ β β - - - - - - - - - - - - - - - - - - - - β
+ β β - - - - - - - - - - β
β β β
+ β β - - - - - - - - - - β
+ β β - - - - - - - - - - β
+ β β - - - - - - - - - - β
+ β β - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - β
β β β
+ β β- - - - - - - - - - β
β β β
β β β
β β β
- β β β
- β β β
- βl β β
- βo β β
- βs β β
+ β 1.69e+6β - - - - - - - - - - β
+ ββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
+ β β0.00 3.99e+2β
+ β β step β
+ ββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ |}];
+ Stdio.printf "Log-loss, for better visibility:\n%!";
+ let plot_loss =
+ PrintBox_utils.plot ~x_label:"step" ~y_label:"log loss"
+ [ Line_plot { points = Array.of_list_rev !log_losses; content = PrintBox.line "-" } ]
+ in
+ PrintBox_text.output Stdio.stdout plot_loss;
+ [%expect
+ {|
+ Log-loss, for better visibility:
+ ββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ β 1.55e+1β - - - - - - - - - - β
+ β β - - - - - - - - - - β
+ β β β
+ β β β
+ β β - - - - - - - - - -β
+ β β - - - - - - - - - - - - - - - - - - - -β
+ β β - - - - - - - - - - - - - - - - - - - - β
+ β β β
+ β β β
+ β β - - - - - - - - - - - - - - - - - - - -β
+ β β- - - - - - - - - - β
+ β β - - - - - - - - - - - - - - - - - - - - β
+ β β - - - - - - - - - - - - - - - - - - - -β
+ β β - - - - - - - - - - β
+ β β - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - β
+ β β - - - - - - - - - - - - - - - - - - - - β
+ βl β - - - - - - - - - - β
+ βo β - - - - - - - - - - β
+ βg β- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - β
+ β β - - - - - - - - - - β
+ βl β- - - - - - - - - - β
+ βo β - - - - - - - - - - β
+ βs β - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - β
βs β β
β β β
+ β β - - - - - - - - - - β
β β β
+ β β - - - - - - - - - - - - - - - - - - - - β
+ β β - - - - - - - - - - β
+ β β - - - - - - - - - - - - - - - - - - - - β
β β β
β β β
+ β β- - - - - - - - - - β
β β β
β β β
β β β
β β β
- β β- β
- β β β
- β β β
- β β β
β β β
β β β
- β β β
- β β β
- β β- - - β
- β 0.00 β----------------------------------------------------------------------------------------------------β
+ β 1.43e+1β - - - - - - - - - - β
ββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β β0.00 3.99e+2β
β β step β
ββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|}];
- Stdio.printf "Log-loss, for better visibility:\n%!";
- let plot_loss =
- PrintBox_utils.plot ~x_label:"step" ~y_label:"log loss"
- [ Line_plot { points = Array.of_list_rev !log_losses; content = PrintBox.line "-" } ]
- in
- PrintBox_text.output Stdio.stdout plot_loss;
- [%expect
- {|
- Log-loss, for better visibility:
- βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β 3.63 β- β
- β β β
- β β β
- β β β
- β β- β
- β β β
- β β β
- β β β
- β β β
- β β- β
- β β - - β
- β β - - - β
- β β------ - β
- β β ---- - - --- - - - - - β
- β β -- - - - --- -- - -- - β
- β β - -- - - --- - - --- ----- - -- β
- βl β -- - - - - --- - - - β
- βo β - - - -- - -- - - - - - β
- βg β - - - - -- - - - - - - - β
- β β - - - -- - - - -- - - - β
- βl β - - -- -- - - - - -β
- βo β - - - - - - - - - - - β
- βs β - - - - -- - β
- βs β - - β
- β β - - - - - - - - - β
- β β - - - - - β
- β β - - β
- β β - - - β
- β β - - β
- β β β
- β β - β
- β β - β
- β β β
- β β β
- β β β
- β β β
- β β - β
- β β β
- β β β
- β -1.00e+1β - - - - ----- -- --------------- ---------------------------------------------------------β
- βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- β β0.00 3.99e+2β
- β β step β
- βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
Stdio.printf "\nLearning rate:\n%!";
let plot_lr =
PrintBox_utils.plot ~x_label:"step" ~y_label:"learning rate"
@@ -345,51 +438,51 @@ let%expect_test "Micrograd half-moons example" =
[%expect
{|
Learning rate:
- βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β -1.00e-1β -β
- β β ---β
- β β ---- β
- β β --- β
- β β ---- β
- β β --- β
- β β --- β
- β β --- β
- β β --- β
- β β ---- β
- β β --- β
- β β ---- β
- β β --- β
- βl β ---- β
- βe β --- β
- βa β --- β
- βr β --- β
- βn β --- β
- βi β ---- β
- βn β --- β
- βg β ---- β
- β β --- β
- βr β ---- β
- βa β --- β
- βt β --- β
- βe β --- β
- β β --- β
- β β ---- β
- β β --- β
- β β ---- β
- β β --- β
- β β ---- β
- β β --- β
- β β --- β
- β β --- β
- β β --- β
- β β ---- β
- β β --- β
- β β ---- β
- β -2.00e-1β--- β
- βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- β β0.00 3.99e+2β
- β β step β
- βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ ββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ β -5.31e-24β β
+ β β β
+ β β β
+ β β β
+ β β β
+ β β β
+ β β β
+ β β β
+ β β β
+ β β β
+ β β β
+ β β β
+ β β β
+ βl β β
+ βe β β
+ βa β β
+ βr β β
+ βn β β
+ βi β β
+ βn β β
+ βg β β
+ β β β
+ βr β β
+ βa β β
+ βt β β
+ βe β β
+ β β β
+ β β β
+ β β β
+ β β β
+ β β β
+ β β β
+ β β β
+ β β β
+ β β β
+ β β β
[32m+ β β β
+ β β β
+ β β β
+ β -5.31e-24β----------------------------------------------------------------------------------------------------β
+ ββββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
+ β β0.00 3.99e+2β
+ β β step β
+ ββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|}];
(* Testing how the syntax extension %op creates labels for the resulting tensors: *)
File "test/hello_world_op.ml", line 1, characters 0-0:
/usr/sbin/git --no-pager diff --no-index --color=always -u _build/default/test/hello_world_op.ml _build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/hello_world_op.ml.corrected
diff --git a/_build/default/test/hello_world_op.ml b/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/hello_world_op.ml.corrected
index 0cea005..8b2f6ee 100644
--- a/_build/default/test/hello_world_op.ml
+++ b/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/hello_world_op.ml.corrected
@@ -33,6 +33,9 @@ let%expect_test "Pointwise multiplication dims 1" =
Tensor.print ~with_code:false ~with_grad:false `Default @@ y;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
ββββββββββββββββββββββ
β[3]: *._y shape 0:1 β
βββ¬ββββββββββ β
@@ -63,6 +66,11 @@ let%expect_test "Matrix multiplication dims 1x1" =
Tensor.print ~with_code:false ~with_grad:false `Default @@ hey;
[%expect
{|
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
ββββββββββββββββββββββββββ
β[0]: hey shape 1:1->0:1 β
βββββββββ¬βββββββ β
@@ -102,49 +110,15 @@ let%expect_test "Print constant tensor" =
let%op hey = [ (1, 2, 3); (4, 5, 6) ] in
Train.forward_and_forget backend ctx hey;
Tensor.print ~with_code:false ~with_grad:false `Inline @@ hey;
- [%expect
- {|
- [0]: [ 1.00 , 2.00 , 3.00 ; 4.00 , 5.00 , 6.00 ]_hey shape 1:3->0:2 [
- 1.00 , 2.00 , 3.00
- ; 4.00 , 5.00 , 6.00
- ]
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ hey;
- [%expect
- {|
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[0]: [ 1.00 , 2.00 , 3.00 ; 4.00 , 5.00 , 6.00 ]_hey shape 1:3->0:2 β
- βββββββββ¬βββββββββββββββββββ β
- ββ βaxis 1 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββaxis 0β 1.00 2.00 3.00 β β
- ββ β 4.00 5.00 6.00 β β
- βββββββββ΄βββββββββββββββββββ β
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
let%op hoo = [| [ 1; 2; 3 ]; [ 4; 5; 6 ] |] in
Train.forward_and_forget backend ctx hoo;
Tensor.print ~with_code:false ~with_grad:false `Inline @@ hoo;
- [%expect
- {|
- [1]: [| [ 1.00 ; 2.00 ; 3.00 ] ; [ 4.00 ; 5.00 ; 6.00 ] |]_hoo shape 0:2|1:3 [|
- [ 1.00 ; 2.00 ; 3.00 ]
- ; [ 4.00 ; 5.00 ; 6.00 ]
- |]
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ hoo;
- [%expect
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[1]: [| [ 1.00 ; 2.00 ; 3.00 ] ; [ 4.00 ; 5.00 ; 6.00 ] |]_hoo shape 0:2|1:3 β
- βββββββββ¬βββββββββββββββββββ β
- ββ βaxis 1 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββaxis 0β 1.00 2.00 3.00 β β
- ββ β 4.00 5.00 6.00 β β
- βββββββββ΄βββββββββββββββββββ β
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
let%op hey2 =
[
((1, 2, 3), (4, 5, 6));
@@ -155,31 +129,9 @@ let%expect_test "Print constant tensor" =
in
Train.forward_and_forget backend ctx hey2;
Tensor.print ~with_code:false ~with_grad:false `Inline @@ hey2;
- [%expect
- {|
- [2]: c4x2x3_hey2 shape 1:2,2:3->0:4 [
- ( 1.00 , 2.00 , 3.00 ) , ( 4.00 , 5.00 , 6.00 )
- ; ( 7.00 , 8.00 , 9.00 ) , ( 10.00 , 11.00 , 12.00 )
- ; ( 13.00 , 14.00 , 15.00 ) , ( 16.00 , 17.00 , 18.00 )
- ; ( 19.00 , 20.00 , 21.00 ) , ( 22.00 , 23.00 , 24.00 )
- ]
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ hey2;
- [%expect
- {|
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[2]: c4x2x3_hey2 shape 1:2,2:3->0:4 β
- βββββββββ¬ββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ
- ββ β0 @ 1 β1 @ 1 ββ
- ββ βaxis 2 βaxis 2 ββ
- βββββββββΌββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββ€β
- ββaxis 0β 1.00 2.00 3.00 β 4.00 5.00 6.00 ββ
- ββ β 7.00 8.00 9.00 β 1.00e+1 1.10e+1 1.20e+1 ββ
- ββ β 1.30e+1 1.40e+1 1.50e+1 β 1.60e+1 1.70e+1 1.80e+1 ββ
- ββ β 1.90e+1 2.00e+1 2.10e+1 β 2.20e+1 2.30e+1 2.40e+1 ββ
- βββββββββ΄ββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
let%op hoo2 =
[|
[ [ 1; 2; 3 ]; [ 4; 5; 6 ] ];
@@ -190,29 +142,9 @@ let%expect_test "Print constant tensor" =
in
Train.forward_and_forget backend ctx hoo2;
Tensor.print ~with_code:false ~with_grad:false `Inline @@ hoo2;
- [%expect
- {|
- [3]: c4x2x3_hoo2 shape 0:4|1:2,2:3 [|
- [ [ 1.00 ; 2.00 ; 3.00 ] ; [ 4.00 ; 5.00 ; 6.00 ] ]
- ; [ [ 7.00 ; 8.00 ; 9.00 ] ; [ 10.00 ; 11.00 ; 12.00 ] ]
- ; [ [ 13.00 ; 14.00 ; 15.00 ] ; [ 16.00 ; 17.00 ; 18.00 ] ]
- ; [ [ 19.00 ; 20.00 ; 21.00 ] ; [ 22.00 ; 23.00 ; 24.00 ] ]
- |]
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ hoo2;
- [%expect
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[3]: c4x2x3_hoo2 shape 0:4|1:2,2:3 β
- βββββββββ¬βββββββββββββββββββ¬ββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ
- ββ β0 @ 0 β1 @ 0 β2 @ 0 β3 @ 0 ββ
- ββ βaxis 2 βaxis 2 βaxis 2 βaxis 2 ββ
- βββββββββΌβββββββββββββββββββΌββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββ€β
- ββaxis 1β 1.00 2.00 3.00 β 7.00 8.00 9.00 β 1.30e+1 1.40e+1 1.50e+1 β 1.90e+1 2.00e+1 2.10e+1 ββ
- ββ β 4.00 5.00 6.00 β 1.00e+1 1.10e+1 1.20e+1 β 1.60e+1 1.70e+1 1.80e+1 β 2.20e+1 2.30e+1 2.40e+1 ββ
- βββββββββ΄βββββββββββββββββββ΄ββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
let%op heyhoo =
[|
[| [ 1; 2; 3 ]; [ 4; 5; 6 ] |];
@@ -223,29 +155,9 @@ let%expect_test "Print constant tensor" =
in
Train.forward_and_forget backend ctx heyhoo;
Tensor.print ~with_code:false ~with_grad:false `Inline @@ heyhoo;
- [%expect
- {|
- [4]: c4x2x3_heyhoo shape 0:4,1:2|2:3 [|
- [| [ 1.00 ; 2.00 ; 3.00 ] ; [ 4.00 ; 5.00 ; 6.00 ] |]
- ; [| [ 7.00 ; 8.00 ; 9.00 ] ; [ 10.00 ; 11.00 ; 12.00 ] |]
- ; [| [ 13.00 ; 14.00 ; 15.00 ] ; [ 16.00 ; 17.00 ; 18.00 ] |]
- ; [| [ 19.00 ; 20.00 ; 21.00 ] ; [ 22.00 ; 23.00 ; 24.00 ] |]
- |]
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ heyhoo;
- [%expect
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[4]: c4x2x3_heyhoo shape 0:4,1:2|2:3 β
- βββββββββ¬βββββββββββββββββββ¬ββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ
- ββ β0 @ 0 β1 @ 0 β2 @ 0 β3 @ 0 ββ
- ββ βaxis 2 βaxis 2 βaxis 2 βaxis 2 ββ
- βββββββββΌβββββββββββββββββββΌββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββ€β
- ββaxis 1β 1.00 2.00 3.00 β 7.00 8.00 9.00 β 1.30e+1 1.40e+1 1.50e+1 β 1.90e+1 2.00e+1 2.10e+1 ββ
- ββ β 4.00 5.00 6.00 β 1.00e+1 1.10e+1 1.20e+1 β 1.60e+1 1.70e+1 1.80e+1 β 2.20e+1 2.30e+1 2.40e+1 ββ
- βββββββββ΄βββββββββββββββββββ΄ββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
let%op heyhoo2 =
[|
[| [ [ 1; 31 ]; [ 2; 32 ]; [ 3; 33 ] ]; [ [ 4; 34 ]; [ 5; 35 ]; [ 6; 36 ] ] |];
@@ -256,54 +168,9 @@ let%expect_test "Print constant tensor" =
in
Train.forward_and_forget backend ctx heyhoo2;
Tensor.print ~with_code:false ~with_grad:false `Inline @@ heyhoo2;
- [%expect
- {|
- [5]: c4x2x3x2_heyhoo2 shape 0:4,1:2|2:3,3:2 [|
- [|
- [ [ 1.00 ; 31.00 ] ; [ 2.00 ; 32.00 ] ; [ 3.00 ; 33.00 ] ]
- ; [ [ 4.00 ; 34.00 ] ; [ 5.00 ; 35.00 ] ; [ 6.00 ; 36.00 ] ]
- |]
- ; [|
- [ [ 7.00 ; 37.00 ] ; [ 8.00 ; 38.00 ] ; [ 9.00 ; 39.00 ] ]
- ; [ [ 10.00 ; 40.00 ] ; [ 11.00 ; 41.00 ] ; [ 12.00 ; 42.00 ] ]
- |]
- ; [|
- [ [ 13.00 ; 43.00 ] ; [ 14.00 ; 44.00 ] ; [ 15.00 ; 45.00 ] ]
- ; [ [ 16.00 ; 46.00 ] ; [ 17.00 ; 47.00 ] ; [ 18.00 ; 48.00 ] ]
- |]
- ; [|
- [ [ 19.00 ; 49.00 ] ; [ 20.00 ; 50.00 ] ; [ 21.00 ; 51.00 ] ]
- ; [ [ 22.00 ; 52.00 ] ; [ 23.00 ; 53.00 ] ; [ 24.00 ; 54.00 ] ]
- |]
- |]
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ heyhoo2;
- [%expect
- {|
- ββββββββββββββββββββββββββββββββββββββββββββββββ
- β[5]: c4x2x3x2_heyhoo2 shape 0:4,1:2|2:3,3:2 β
- βββββββββ¬βββββββββββββββββββ¬ββββββββββββββββββββ
- ββ β0 @ 1 β1 @ 1 ββ
- ββ βaxis 3 βaxis 3 ββ
- βββββββββΌβββββββββββββββββββΌβββββββββββββββββββ€β
- ββ0 @ 0 β 1.00 3.10e+1 β 4.00 3.40e+1 ββ
- ββaxis 2β 2.00 3.20e+1 β 5.00 3.50e+1 ββ
- ββ β 3.00 3.30e+1 β 6.00 3.60e+1 ββ
- βββββββββΌβββββββββββββββββββΌβββββββββββββββββββ€β
- ββ1 @ 0 β 7.00 3.70e+1 β 1.00e+1 4.00e+1 ββ
- ββaxis 2β 8.00 3.80e+1 β 1.10e+1 4.10e+1 ββ
- ββ β 9.00 3.90e+1 β 1.20e+1 4.20e+1 ββ
- βββββββββΌβββββββββββββββββββΌβββββββββββββββββββ€β
- ββ2 @ 0 β 1.30e+1 4.30e+1 β 1.60e+1 4.60e+1 ββ
- ββaxis 2β 1.40e+1 4.40e+1 β 1.70e+1 4.70e+1 ββ
- ββ β 1.50e+1 4.50e+1 β 1.80e+1 4.80e+1 ββ
- βββββββββΌβββββββββββββββββββΌβββββββββββββββββββ€β
- ββ3 @ 0 β 1.90e+1 4.90e+1 β 2.20e+1 5.20e+1 ββ
- ββaxis 2β 2.00e+1 5.00e+1 β 2.30e+1 5.30e+1 ββ
- ββ β 2.10e+1 5.10e+1 β 2.40e+1 5.40e+1 ββ
- βββββββββ΄βββββββββββββββββββ΄ββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
let%op heyhoo3 =
[|
[|
@@ -318,63 +185,9 @@ let%expect_test "Print constant tensor" =
in
Train.forward_and_forget backend ctx heyhoo3;
Tensor.print ~with_code:false ~with_grad:false `Inline @@ heyhoo3;
- [%expect
- {|
- [6]: c2x2x2x3x2_heyhoo3 shape 0:2,1:2|2:2,3:3,4:2 [|
- [|
- [
- [ [ 1.00 ; 31.00 ] ; [ 2.00 ; 32.00 ] ; [ 3.00 ; 33.00 ] ]
- ; [ [ 4.00 ; 34.00 ] ; [ 5.00 ; 35.00 ] ; [ 6.00 ; 36.00 ] ]
- ]
- ; [
- [ [ 7.00 ; 37.00 ] ; [ 8.00 ; 38.00 ] ; [ 9.00 ; 39.00 ] ]
- ; [ [ 10.00 ; 40.00 ] ; [ 11.00 ; 41.00 ] ; [ 12.00 ; 42.00 ] ]
- ]
- |]
- ; [|
- [
- [ [ 13.00 ; 43.00 ] ; [ 14.00 ; 44.00 ] ; [ 15.00 ; 45.00 ] ]
- ; [ [ 16.00 ; 46.00 ] ; [ 17.00 ; 47.00 ] ; [ 18.00 ; 48.00 ] ]
- ]
- ; [
- [ [ 19.00 ; 49.00 ] ; [ 20.00 ; 50.00 ] ; [ 21.00 ; 51.00 ] ]
- ; [ [ 22.00 ; 52.00 ] ; [ 23.00 ; 53.00 ] ; [ 24.00 ; 54.00 ] ]
- ]
- |]
- |]
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ heyhoo3;
- [%expect
- {|
- ββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[6]: c2x2x2x3x2_heyhoo3 shape 0:2,1:2|2:2,3:3,4:2 β
- βββββββββ¬ββββββββββββββββ¬βββββββββββββββββββ β
- ββ0 @ 0 β0 @ 2 β1 @ 2 β β
- ββ βaxis 4 βaxis 4 β β
- βββββββββΌββββββββββββββββΌβββββββββββββββββββ€ β
- ββ0 @ 1 β 1.00 3.10e+1 β 4.00 3.40e+1 β β
- ββaxis 3β 2.00 3.20e+1 β 5.00 3.50e+1 β β
- ββ β 3.00 3.30e+1 β 6.00 3.60e+1 β β
- βββββββββΌββββββββββββββββΌβββββββββββββββββββ€ β
- ββ1 @ 1 β 7.00 3.70e+1 β 1.00e+1 4.00e+1 β β
- ββaxis 3β 8.00 3.80e+1 β 1.10e+1 4.10e+1 β β
- ββ β 9.00 3.90e+1 β 1.20e+1 4.20e+1 β β
- βββββββββ΄ββββββββββββββββ΄βββββββββββββββββββ β
- ββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬βββββββββββββββββββ¬βββββββββββββββββββ β
- ββ1 @ 0 β0 @ 2 β1 @ 2 β β
- ββ βaxis 4 βaxis 4 β β
- βββββββββΌβββββββββββββββββββΌβββββββββββββββββββ€ β
- ββ0 @ 1 β 1.30e+1 4.30e+1 β 1.60e+1 4.60e+1 β β
- ββaxis 3β 1.40e+1 4.40e+1 β 1.70e+1 4.70e+1 β β
- ββ β 1.50e+1 4.50e+1 β 1.80e+1 4.80e+1 β β
- βββββββββΌβββββββββββββββββββΌβββββββββββββββββββ€ β
- ββ1 @ 1 β 1.90e+1 4.90e+1 β 2.20e+1 5.20e+1 β β
- ββaxis 3β 2.00e+1 5.00e+1 β 2.30e+1 5.30e+1 β β
- ββ β 2.10e+1 5.10e+1 β 2.40e+1 5.40e+1 β β
- βββββββββ΄βββββββββββββββββββ΄βββββββββββββββββββ β
- ββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
let%op heyhoo4 =
[|
[
@@ -389,63 +202,26 @@ let%expect_test "Print constant tensor" =
in
Train.forward_and_forget backend ctx heyhoo4;
Tensor.print ~with_code:false ~with_grad:false `Inline @@ heyhoo4;
- [%expect
- {|
- [7]: c2x2x2x3x2_heyhoo4 shape 0:2|4:2->1:2,2:2,3:3 [|
- [
- [
- [ 1.00 , 31.00 ; 2.00 , 32.00 ; 3.00 , 33.00 ]
- ; [ 4.00 , 34.00 ; 5.00 , 35.00 ; 6.00 , 36.00 ]
- ]
- ; [
- [ 7.00 , 37.00 ; 8.00 , 38.00 ; 9.00 , 39.00 ]
- ; [ 10.00 , 40.00 ; 11.00 , 41.00 ; 12.00 , 42.00 ]
- ]
- ]
- ; [
- [
- [ 13.00 , 43.00 ; 14.00 , 44.00 ; 15.00 , 45.00 ]
- ; [ 16.00 , 46.00 ; 17.00 , 47.00 ; 18.00 , 48.00 ]
- ]
- ; [
- [ 19.00 , 49.00 ; 20.00 , 50.00 ; 21.00 , 51.00 ]
- ; [ 22.00 , 52.00 ; 23.00 , 53.00 ; 24.00 , 54.00 ]
- ]
- ]
- |]
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ heyhoo4;
- [%expect
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[7]: c2x2x2x3x2_heyhoo4 shape 0:2|4:2->1:2,2:2,3:3 β
- βββββββββ¬ββββββββββββββββ¬βββββββββββββββββββ β
- ββ0 @ 0 β0 @ 2 β1 @ 2 β β
- ββ βaxis 4 βaxis 4 β β
- βββββββββΌββββββββββββββββΌβββββββββββββββββββ€ β
- ββ0 @ 1 β 1.00 3.10e+1 β 4.00 3.40e+1 β β
- ββaxis 3β 2.00 3.20e+1 β 5.00 3.50e+1 β β
- ββ β 3.00 3.30e+1 β 6.00 3.60e+1 β β
- βββββββββΌββββββββββββββββΌβββββββββββββββββββ€ β
- ββ1 @ 1 β 7.00 3.70e+1 β 1.00e+1 4.00e+1 β β
- ββaxis 3β 8.00 3.80e+1 β 1.10e+1 4.10e+1 β β
- ββ β 9.00 3.90e+1 β 1.20e+1 4.20e+1 β β
- βββββββββ΄ββββββββββββββββ΄βββββββββββββββββββ β
- βββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬βββββββββββββββββββ¬βββββββββββββββββββ β
- ββ1 @ 0 β0 @ 2 β1 @ 2 β β
- ββ βaxis 4 βaxis 4 β β
- βββββββββΌβββββββββββββββββββΌβββββββββββββββββββ€ β
- ββ0 @ 1 β 1.30e+1 4.30e+1 β 1.60e+1 4.60e+1 β β
- ββaxis 3β 1.40e+1 4.40e+1 β 1.70e+1 4.70e+1 β β
- ββ β 1.50e+1 4.50e+1 β 1.80e+1 4.80e+1 β β
- βββββββββΌβββββββββββββββββββΌβββββββββββββββββββ€ β
- ββ1 @ 1 β 1.90e+1 4.90e+1 β 2.20e+1 5.20e+1 β β
- ββaxis 3β 2.00e+1 5.00e+1 β 2.30e+1 5.30e+1 β β
- ββ β 2.10e+1 5.10e+1 β 2.40e+1 5.40e+1 β β
- βββββββββ΄βββββββββββββββββββ΄βββββββββββββββββββ β
- βββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}]
+ [%expect.unreachable]
+[@@expect.uncaught_exn {|
+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.
+ This is strongly discouraged as backtraces are fragile.
+ Please change this test to not include a backtrace. *)
+ "Assert_failure arrayjit/lib/backends.ml:76:12"
+ Raised at Backends.Add_buffer_retrieval_and_syncing.update_writer_event.(fun) in file "arrayjit/lib/backends.ml", line 76, characters 12-35
+ Called from Base__Option.iter in file "src/option.ml" (inlined), line 83, characters 14-17
+ Called from Ir__Tnode.do_read in file "arrayjit/lib/tnode.ml", lines 597-601, characters 2-19
+ Called from Ocannl__Tensor.to_doc in file "lib/tensor.ml", line 664, characters 10-28
+ Called from Ocannl__Tensor.print in file "lib/tensor.ml", line 755, characters 4-63
+ Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 104, characters 2-63
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+
+ Trailing output
+ ---------------
+ derive_projections
+ |}]
let%expect_test "Matrix multiplication dims 2x3" =
Tensor.unsafe_reinitialize ();
@@ -464,31 +240,43 @@ let%expect_test "Matrix multiplication dims 2x3" =
let%op y = ("hey" 7.0 * [ 2; 3 ]) + [ 4; 5; 6 ] in
Train.forward_and_forget backend ctx y;
Tensor.print ~with_code:false ~with_grad:false `Default @@ hey;
- [%expect
- {|
- ββββββββββββββββββββββββββ
- β[0]: hey shape 1:2->0:3 β
- βββββββββ¬βββββββββββββ β
- ββ βaxis 1 β β
- βββββββββΌβββββββββββββ€ β
- ββaxis 0β 7.00 7.00 β β
- ββ β 7.00 7.00 β β
- ββ β 7.00 7.00 β β
- βββββββββ΄βββββββββββββ β
- ββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ y;
- [%expect
- {|
- ββββββββββββββββββββββββββββββββ
- β[6]: +_y shape 0:3 β
- βββ¬βββββββββββββββββββββββββββββ
- βββaxis 0 ββ
- βββΌββββββββββββββββββββββββββββ€β
- βββ 3.90e+1 4.00e+1 4.10e+1 ββ
- βββ΄βββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββ
- |}]
+ [%expect.unreachable]
+[@@expect.uncaught_exn {|
+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.
+ This is strongly discouraged as backtraces are fragile.
+ Please change this test to not include a backtrace. *)
+ (Invalid_argument "index out of bounds")
+ Raised by primitive operation at Ir__Assignments.to_low_level.loop.(fun) in file "arrayjit/lib/assignments.ml", line 249, characters 39-54
+ Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1168-1170, characters 12-40
+ Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1168-1170, characters 12-40
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 228, characters 17-24
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 225, characters 66-72
+ Called from Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", line 251, characters 2-11
+ Re-raised at Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", lines 130-251, characters 29-11
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 414, characters 26-43
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 414, characters 2-43
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-75
+ Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 193-194, characters 4-45
+ Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 185-194, characters 34-47
+ Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 356, characters 6-61
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 355-356, characters 4-61
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 354-362, characters 26-99
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 494, characters 37-90
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 488-497, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 501, characters 12-75
+ Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 465, characters 2-40
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+
+ Trailing output
+ ---------------
+ derive_projections
+ derive_projections
+ |}]
let%expect_test "Big matrix" =
Tensor.unsafe_reinitialize ();
@@ -509,72 +297,45 @@ let%expect_test "Big matrix" =
let y = TDSL.O.((hey * zero_to_twenty) + zero_to_twenty) in
Train.forward_and_forget backend ctx y;
Tensor.print ~with_code:false ~with_grad:false `Inline zero_to_twenty;
- [%expect
- {|
- [2]: 0...20 shape 0:21 [
- 0.00
- ; 1.00
- ; 2.00
- ; 3.00
- ; 4.00
- ; 5.00
- ; 6.00
- ; 7.00
- ; 8.00
- ; 9.00
- ; 10.00
- ; 11.00
- ; 12.00
- ; 13.00
- ; 14.00
- ; 15.00
- ; 16.00
- ; 17.00
- ; 18.00
- ; 19.00
- ; 20.00
- ]
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default zero_to_twenty;
- [%expect
- {|
- ββββββββββββββββββββββββββββββββββββββββ
- β[2]: 0...20 shape 0:21 β
- βββ¬βββββββββββββββββββββββββββββββββββββ
- βββaxis 0 ββ
- βββΌββββββββββββββββββββββββββββββββββββ€β
- βββ 0.00 1.00 ... 1.90e+1 2.00e+1 ββ
- βββ΄βββββββββββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default hey;
- [%expect
- {|
- ββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[0]: hey shape 1:21->0:21 β
- βββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ
- ββ βaxis 1 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββaxis 0β 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ββ
- ββ β 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ββ
- ββ β ... ... ... ... ... ββ
- ββ β 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ββ
- ββ β 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ββ
- βββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default y;
- [%expect
- {|
- ββββββββββββββββββββββββββββββββββββββββββββββ
- β[5]: + shape 0:21 β
- βββ¬βββββββββββββββββββββββββββββββββββββββββββ
- βββaxis 0 ββ
- βββΌββββββββββββββββββββββββββββββββββββββββββ€β
- βββ 1.05e+2 1.06e+2 ... 1.24e+2 1.25e+2 ββ
- βββ΄βββββββββββββββββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββ
- |}]
+ [%expect.unreachable]
+[@@expect.uncaught_exn {|
+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.
+ This is strongly discouraged as backtraces are fragile.
+ Please change this test to not include a backtrace. *)
+ (Invalid_argument "index out of bounds")
+ Raised by primitive operation at Ir__Assignments.to_low_level.loop.(fun) in file "arrayjit/lib/assignments.ml", line 249, characters 39-54
+ Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1168-1170, characters 12-40
+ Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1168-1170, characters 12-40
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 225, characters 66-72
+ Called from Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", line 251, characters 2-11
+ Re-raised at Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", lines 130-251, characters 29-11
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 414, characters 26-43
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 414, characters 2-43
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-75
+ Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 193-194, characters 4-45
+ Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 185-194, characters 34-47
+ Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 356, characters 6-61
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 355-356, characters 4-61
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 354-362, characters 26-99
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 494, characters 37-90
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 488-497, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 501, characters 12-75
+ Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 510, characters 2-40
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+
+ Trailing output
+ ---------------
+ derive_projections
+ |}]
let%expect_test "Very big tensor" =
Tensor.unsafe_reinitialize ();
@@ -595,156 +356,59 @@ let%expect_test "Very big tensor" =
let%op hoo = (hey * (1 + 1)) - 10 in
Train.forward_and_forget backend ctx hoo;
Tensor.print ~with_code:false ~with_grad:false `Default hey;
- [%expect
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[0]: r6x10x11x7x8x9 shape 0:6|3:7,4:8,5:9->1:10,2:11 β
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ
- ββ0 @ 0 β0 @ 4 β1 @ 4 β~~~~~ β6 @ 4 β7 @ 4 ββ
- ββ βaxis 5 βaxis 5 βaxis 5βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 1 β 0.00 1.00 ... 7.00 8.00 β 9.00 1.00e+1 ... 1.60e+1 1.70e+1 β ... β 5.40e+1 5.50e+1 ... 6.10e+1 6.20e+1 β 6.30e+1 6.40e+1 ... 7.00e+1 7.10e+1 ββ
- ββaxis 2β 5.04e+2 5.05e+2 ... 5.11e+2 5.12e+2 β 5.13e+2 5.14e+2 ... 5.20e+2 5.21e+2 β β 5.58e+2 5.59e+2 ... 5.65e+2 5.66e+2 β 5.67e+2 5.68e+2 ... 5.74e+2 5.75e+2 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 4.53e+3 4.53e+3 ... 4.54e+3 4.54e+3 β 4.54e+3 4.54e+3 ... 4.55e+3 4.55e+3 β β 4.59e+3 4.59e+3 ... 4.59e+3 4.59e+3 β 4.59e+3 4.60e+3 ... 4.60e+3 4.60e+3 ββ
- ββ β 5.04e+3 5.04e+3 ... 5.04e+3 5.04e+3 β 5.04e+3 5.05e+3 ... 5.05e+3 5.05e+3 β β 5.09e+3 5.09e+3 ... 5.10e+3 5.10e+3 β 5.10e+3 5.10e+3 ... 5.11e+3 5.11e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 1 β 5.54e+3 5.54e+3 ... 5.55e+3 5.55e+3 β 5.55e+3 5.55e+3 ... 5.56e+3 5.56e+3 β ... β 5.59e+3 5.59e+3 ... 5.60e+3 5.60e+3 β 5.60e+3 5.60e+3 ... 5.61e+3 5.61e+3 ββ
- ββaxis 2β 6.04e+3 6.04e+3 ... 6.05e+3 6.05e+3 β 6.05e+3 6.05e+3 ... 6.06e+3 6.06e+3 β β 6.10e+3 6.10e+3 ... 6.10e+3 6.11e+3 β 6.11e+3 6.11e+3 ... 6.11e+3 6.11e+3 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.00e+4 1.00e+4 ... 1.00e+4 1.00e+4 β 1.00e+4 1.00e+4 ... 1.00e+4 1.00e+4 β β 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 β 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 ββ
- ββ β 1.05e+4 1.05e+4 ... 1.05e+4 1.05e+4 β 1.05e+4 1.05e+4 ... 1.06e+4 1.06e+4 β β 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 β 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ~~~~~ β ... β ... β ... β ... β ... ββ
- ββaxis 2β β β β β ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ8 @ 1 β 4.43e+4 4.43e+4 ... 4.43e+4 4.43e+4 β 4.43e+4 4.43e+4 ... 4.43e+4 4.43e+4 β ... β 4.44e+4 4.44e+4 ... 4.44e+4 4.44e+4 β 4.44e+4 4.44e+4 ... 4.44e+4 4.44e+4 ββ
- ββaxis 2β 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 β 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 β β 4.49e+4 4.49e+4 ... 4.49e+4 4.49e+4 β 4.49e+4 4.49e+4 ... 4.49e+4 4.49e+4 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 4.88e+4 4.88e+4 ... 4.88e+4 4.88e+4 β 4.88e+4 4.88e+4 ... 4.89e+4 4.89e+4 β β 4.89e+4 4.89e+4 ... 4.89e+4 4.89e+4 β 4.89e+4 4.89e+4 ... 4.89e+4 4.89e+4 ββ
- ββ β 4.93e+4 4.93e+4 ... 4.93e+4 4.94e+4 β 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 β β 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 β 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ9 @ 1 β 4.98e+4 4.98e+4 ... 4.99e+4 4.99e+4 β 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 β ... β 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 β 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 ββ
- ββaxis 2β 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 β 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 β β 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 β 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 β 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 β β 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 β 5.44e+4 5.44e+4 ... 5.45e+4 5.45e+4 ββ
- ββ β 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 β 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 β β 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 β 5.49e+4 5.50e+4 ... 5.50e+4 5.50e+4 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ
- ββ1 @ 0 β0 @ 4 β1 @ 4 β~~~~~ β6 @ 4 β7 @ 4 ββ
- ββ βaxis 5 βaxis 5 βaxis 5βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 1 β 5.54e+4 5.54e+4 ... 5.54e+4 5.54e+4 β 5.54e+4 5.54e+4 ... 5.54e+4 5.54e+4 β ... β 5.54e+4 5.54e+4 ... 5.55e+4 5.55e+4 β 5.55e+4 5.55e+4 ... 5.55e+4 5.55e+4 ββ
- ββaxis 2β 5.59e+4 5.59e+4 ... 5.59e+4 5.59e+4 β 5.59e+4 5.59e+4 ... 5.59e+4 5.59e+4 β β 5.59e+4 5.59e+4 ... 5.60e+4 5.60e+4 β 5.60e+4 5.60e+4 ... 5.60e+4 5.60e+4 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 β 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 β β 6.00e+4 6.00e+4 ... 6.00e+4 6.00e+4 β 6.00e+4 6.00e+4 ... 6.00e+4 6.00e+4 ββ
- ββ β 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 β 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 β β 6.05e+4 6.05e+4 ... 6.05e+4 6.05e+4 β 6.05e+4 6.05e+4 ... 6.05e+4 6.05e+4 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 1 β 6.09e+4 6.09e+4 ... 6.09e+4 6.09e+4 β 6.09e+4 6.09e+4 ... 6.10e+4 6.10e+4 β ... β 6.10e+4 6.10e+4 ... 6.10e+4 6.10e+4 β 6.10e+4 6.10e+4 ... 6.10e+4 6.10e+4 ββ
- ββaxis 2β 6.14e+4 6.14e+4 ... 6.14e+4 6.14e+4 β 6.14e+4 6.14e+4 ... 6.15e+4 6.15e+4 β β 6.15e+4 6.15e+4 ... 6.15e+4 6.15e+4 β 6.15e+4 6.15e+4 ... 6.15e+4 6.15e+4 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 β 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 β β 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 β 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 ββ
- ββ β 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 β 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 β β 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 β 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ~~~~~ β ... β ... β ... β ... β ... ββ
- ββaxis 2β β β β β ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ8 @ 1 β 9.97e+4 9.97e+4 ... 9.97e+4 9.98e+4 β 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 β ... β 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 β 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 ββ
- ββaxis 2β 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 β 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 β β 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 β 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 β β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 ββ
- ββ β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 β β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ9 @ 1 β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β ... β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 ββ
- ββaxis 2β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 β 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 β β 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 β 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 ββ
- ββ β 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 β 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 β β 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 β 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- β ... β
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ
- ββ4 @ 0 β0 @ 4 β1 @ 4 β~~~~~ β6 @ 4 β7 @ 4 ββ
- ββ βaxis 5 βaxis 5 βaxis 5βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 1 β 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 β 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 β ... β 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 β 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 ββ
- ββaxis 2β 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 β 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 β β 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 β 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 ββ
- ββ β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 1 β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β ... β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ββ
- ββaxis 2β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 β 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 β β 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 β 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 ββ
- ββ β 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 β 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 β β 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 β 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ~~~~~ β ... β ... β ... β ... β ... ββ
- ββaxis 2β β β β β ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ8 @ 1 β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 β ... β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 ββ
- ββaxis 2β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 β β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 β 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 β β 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 β 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 ββ
- ββ β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ9 @ 1 β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β ... β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 ββ
- ββaxis 2β 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 β 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 β β 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 β 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 ββ
- ββ β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ
- ββ5 @ 0 β0 @ 4 β1 @ 4 β~~~~~ β6 @ 4 β7 @ 4 ββ
- ββ βaxis 5 βaxis 5 βaxis 5βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 1 β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β ... β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 ββ
- ββaxis 2β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 β 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 β β 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 β 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 ββ
- ββ β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 1 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β ... β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ββ
- ββaxis 2β 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 β 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 β β 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 β 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 ββ
- ββ β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ~~~~~ β ... β ... β ... β ... β ... ββ
- ββaxis 2β β β β β ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ8 @ 1 β 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 β 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 β ... β 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 β 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 ββ
- ββaxis 2β 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 β 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 β β 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 β 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 ββ
- ββ β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ9 @ 1 β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β ... β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 ββ
- ββaxis 2β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 β 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 β β 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 β 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 ββ
- ββ β 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 β 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 β β 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 β 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default hoo;
(* Disable line wrapping for viewing the output. In VSCode: `View: Toggle Word Wrap`. *)
- [%expect
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[6]: -_hoo shape 0:6|1:10,2:11 β
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ
- ββ β0 @ 0 β1 @ 0 β~~~~~ β4 @ 0 β5 @ 0 ββ
- ββ βaxis 2 βaxis 2 βaxis 2βaxis 2 βaxis 2 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββaxis 1β 2.53e+5 7.61e+5 ... 4.82e+6 5.33e+6 β 5.61e+7 5.66e+7 ... 6.07e+7 6.12e+7 β ... β 2.23e+8 2.24e+8 ... 2.28e+8 2.28e+8 β 2.79e+8 2.80e+8 ... 2.84e+8 2.84e+8 ββ
- ββ β 5.84e+6 6.34e+6 ... 1.04e+7 1.09e+7 β 6.17e+7 6.22e+7 ... 6.62e+7 6.68e+7 β β 2.29e+8 2.29e+8 ... 2.33e+8 2.34e+8 β 2.85e+8 2.85e+8 ... 2.89e+8 2.90e+8 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 4.49e+7 4.54e+7 ... 4.95e+7 5.00e+7 β 1.00e+8 1.01e+8 ... 1.05e+8 1.05e+8 β β 2.68e+8 2.69e+8 ... 2.73e+8 2.73e+8 β 3.24e+8 3.24e+8 ... 3.28e+8 3.29e+8 ββ
- ββ β 5.05e+7 5.10e+7 ... 5.51e+7 5.56e+7 β 1.06e+8 1.06e+8 ... 1.11e+8 1.11e+8 β β 2.74e+8 2.74e+8 ... 2.78e+8 2.79e+8 β 3.29e+8 3.30e+8 ... 3.34e+8 3.35e+8 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}]
+ [%expect.unreachable]
+[@@expect.uncaught_exn {|
+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.
+ This is strongly discouraged as backtraces are fragile.
+ Please change this test to not include a backtrace. *)
+ "Assert_failure arrayjit/lib/low_level.ml:623:44"
+ Raised at Ir__Low_level.cleanup_virtual_llc.loop_float.(fun) in file "arrayjit/lib/low_level.ml", line 623, characters 44-70
+ Called from Base__List0.iter in file "src/list0.ml", line 66, characters 4-7
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 623, characters 8-71
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 590, characters 29-62
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 610, characters 55-88
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml" (inlined), line 594, characters 15-44
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 626, characters 43-52
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml" (inlined), line 594, characters 15-44
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 626, characters 54-63
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 586, characters 38-71
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 571, characters 15-48
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 571, characters 15-48
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 571, characters 15-48
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 568, characters 17-50
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 568, characters 17-50
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 568, characters 17-50
+ Called from Base__List.filter_map in file "src/list.ml", line 1133, characters 11-15
+ Called from Base__List.filter_map in file "src/list.ml", line 1135, characters 22-38
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml" (inlined), line 556, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 556, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 633, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 857-858, characters 7-67
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 846-863, characters 30-35
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1126, characters 15-47
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-75
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-75
+ Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 193-194, characters 4-45
+ Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 185-194, characters 34-47
+ Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 356, characters 6-61
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 355-356, characters 4-61
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 354-362, characters 26-99
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 494, characters 37-90
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 488-497, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 501, characters 12-75
+ Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 596, characters 2-42
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+
+ Trailing output
+ ---------------
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ |}]
File "test/einsum_trivia.ml", line 1, characters 0-0:
/usr/sbin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum_trivia.ml _build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/einsum_trivia.ml.corrected
diff --git a/_build/default/test/einsum_trivia.ml b/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/einsum_trivia.ml.corrected
index 162aa57..385dd3d 100644
--- a/_build/default/test/einsum_trivia.ml
+++ b/_build/.sandbox/fc8c47af1c199895b320f5ec0146c68b/default/test/einsum_trivia.ml.corrected
@@ -26,251 +26,58 @@ let%expect_test "einsum1 permute axes" =
let%op ho = hey ++ "b|i->o => o|b->i" in
Train.forward_and_forget backend ctx ho;
Tensor.print ~with_code:false ~with_grad:false `Default @@ hey;
- [%expect
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[0]: r2x4x3 shape 0:2|2:3->1:4 β
- βββββββββ¬βββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ
- ββ β0 @ 0 β1 @ 0 ββ
- ββ βaxis 2 βaxis 2 ββ
- βββββββββΌβββββββββββββββββββββββββΌββββββββββββββββββββββββββββ€β
- ββaxis 1β 0.00 1.00 2.00 β 1.20e+1 1.30e+1 1.40e+1 ββ
- ββ β 3.00 4.00 5.00 β 1.50e+1 1.60e+1 1.70e+1 ββ
- ββ β 6.00 7.00 8.00 β 1.80e+1 1.90e+1 2.00e+1 ββ
- ββ β 9.00 1.00e+1 1.10e+1 β 2.10e+1 2.20e+1 2.30e+1 ββ
- βββββββββ΄βββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ ho;
- [%expect
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[1]: =>_ho shape 0:4|2:2->1:3 β
- βββββββββ¬ββββββββββββββββ¬ββββββββββββββββ¬ββββββββββββββββ¬ββββββββββββββββββββ
- ββ β0 @ 0 β1 @ 0 β2 @ 0 β3 @ 0 ββ
- ββ βaxis 2 βaxis 2 βaxis 2 βaxis 2 ββ
- βββββββββΌββββββββββββββββΌββββββββββββββββΌββββββββββββββββΌβββββββββββββββββββ€β
- ββaxis 1β 0.00 1.20e+1 β 3.00 1.50e+1 β 6.00 1.80e+1 β 9.00 2.10e+1 ββ
- ββ β 1.00 1.30e+1 β 4.00 1.60e+1 β 7.00 1.90e+1 β 1.00e+1 2.20e+1 ββ
- ββ β 2.00 1.40e+1 β 5.00 1.70e+1 β 8.00 2.00e+1 β 1.10e+1 2.30e+1 ββ
- βββββββββ΄ββββββββββββββββ΄ββββββββββββββββ΄ββββββββββββββββ΄ββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
let hey2 =
TDSL.range_of_shape ~batch_dims:[ 2; 3 ] ~input_dims:[ 4; 5 ] ~output_dims:[ 6; 7 ] ()
in
let%op ho2 = hey2 ++ "ab|cd->ef => cf|ae->db" in
Train.forward_and_forget backend ctx ho2;
Tensor.print ~with_code:false ~with_grad:false `Default @@ hey2;
- [%expect
- {|
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[2]: r2x3x6x7x4x5 shape 0:2,1:3|4:4,5:5->2:6,3:7 β
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββ
- ββ0 @ 1 β0 @ 4 β1 @ 4 β2 @ 4 β3 @ 4 ββ
- ββ βaxis 5 βaxis 5 βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 2 β 0.00 1.00 2.00 3.00 4.00 β 5.00 6.00 7.00 8.00 9.00 β 1.00e+1 1.10e+1 1.20e+1 1.30e+1 1.40e+1 β 1.50e+1 1.60e+1 1.70e+1 1.80e+1 1.90e+1 ββ
- ββaxis 3β 2.00e+1 2.10e+1 2.20e+1 2.30e+1 2.40e+1 β 2.50e+1 2.60e+1 2.70e+1 2.80e+1 2.90e+1 β 3.00e+1 3.10e+1 3.20e+1 3.30e+1 3.40e+1 β 3.50e+1 3.60e+1 3.70e+1 3.80e+1 3.90e+1 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.00e+2 1.01e+2 1.02e+2 1.03e+2 1.04e+2 β 1.05e+2 1.06e+2 1.07e+2 1.08e+2 1.09e+2 β 1.10e+2 1.11e+2 1.12e+2 1.13e+2 1.14e+2 β 1.15e+2 1.16e+2 1.17e+2 1.18e+2 1.19e+2 ββ
- ββ β 1.20e+2 1.21e+2 1.22e+2 1.23e+2 1.24e+2 β 1.25e+2 1.26e+2 1.27e+2 1.28e+2 1.29e+2 β 1.30e+2 1.31e+2 1.32e+2 1.33e+2 1.34e+2 β 1.35e+2 1.36e+2 1.37e+2 1.38e+2 1.39e+2 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 2 β 1.40e+2 1.41e+2 1.42e+2 1.43e+2 1.44e+2 β 1.45e+2 1.46e+2 1.47e+2 1.48e+2 1.49e+2 β 1.50e+2 1.51e+2 1.52e+2 1.53e+2 1.54e+2 β 1.55e+2 1.56e+2 1.57e+2 1.58e+2 1.59e+2 ββ
- ββaxis 3β 1.60e+2 1.61e+2 1.62e+2 1.63e+2 1.64e+2 β 1.65e+2 1.66e+2 1.67e+2 1.68e+2 1.69e+2 β 1.70e+2 1.71e+2 1.72e+2 1.73e+2 1.74e+2 β 1.75e+2 1.76e+2 1.77e+2 1.78e+2 1.79e+2 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.40e+2 2.41e+2 2.42e+2 2.43e+2 2.44e+2 β 2.45e+2 2.46e+2 2.47e+2 2.48e+2 2.49e+2 β 2.50e+2 2.51e+2 2.52e+2 2.53e+2 2.54e+2 β 2.55e+2 2.56e+2 2.57e+2 2.58e+2 2.59e+2 ββ
- ββ β 2.60e+2 2.61e+2 2.62e+2 2.63e+2 2.64e+2 β 2.65e+2 2.66e+2 2.67e+2 2.68e+2 2.69e+2 β 2.70e+2 2.71e+2 2.72e+2 2.73e+2 2.74e+2 β 2.75e+2 2.76e+2 2.77e+2 2.78e+2 2.79e+2 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ~~~~~ β ... β ... β ... β ... ββ
- ββaxis 3β β β β ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ4 @ 2 β 5.60e+2 5.61e+2 5.62e+2 5.63e+2 5.64e+2 β 5.65e+2 5.66e+2 5.67e+2 5.68e+2 5.69e+2 β 5.70e+2 5.71e+2 5.72e+2 5.73e+2 5.74e+2 β 5.75e+2 5.76e+2 5.77e+2 5.78e+2 5.79e+2 ββ
- ββaxis 3β 5.80e+2 5.81e+2 5.82e+2 5.83e+2 5.84e+2 β 5.85e+2 5.86e+2 5.87e+2 5.88e+2 5.89e+2 β 5.90e+2 5.91e+2 5.92e+2 5.93e+2 5.94e+2 β 5.95e+2 5.96e+2 5.97e+2 5.98e+2 5.99e+2 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 6.60e+2 6.61e+2 6.62e+2 6.63e+2 6.64e+2 β 6.65e+2 6.66e+2 6.67e+2 6.68e+2 6.69e+2 β 6.70e+2 6.71e+2 6.72e+2 6.73e+2 6.74e+2 β 6.75e+2 6.76e+2 6.77e+2 6.78e+2 6.79e+2 ββ
- ββ β 6.80e+2 6.81e+2 6.82e+2 6.83e+2 6.84e+2 β 6.85e+2 6.86e+2 6.87e+2 6.88e+2 6.89e+2 β 6.90e+2 6.91e+2 6.92e+2 6.93e+2 6.94e+2 β 6.95e+2 6.96e+2 6.97e+2 6.98e+2 6.99e+2 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ5 @ 2 β 7.00e+2 7.01e+2 7.02e+2 7.03e+2 7.04e+2 β 7.05e+2 7.06e+2 7.07e+2 7.08e+2 7.09e+2 β 7.10e+2 7.11e+2 7.12e+2 7.13e+2 7.14e+2 β 7.15e+2 7.16e+2 7.17e+2 7.18e+2 7.19e+2 ββ
- ββaxis 3β 7.20e+2 7.21e+2 7.22e+2 7.23e+2 7.24e+2 β 7.25e+2 7.26e+2 7.27e+2 7.28e+2 7.29e+2 β 7.30e+2 7.31e+2 7.32e+2 7.33e+2 7.34e+2 β 7.35e+2 7.36e+2 7.37e+2 7.38e+2 7.39e+2 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 8.00e+2 8.01e+2 8.02e+2 8.03e+2 8.04e+2 β 8.05e+2 8.06e+2 8.07e+2 8.08e+2 8.09e+2 β 8.10e+2 8.11e+2 8.12e+2 8.13e+2 8.14e+2 β 8.15e+2 8.16e+2 8.17e+2 8.18e+2 8.19e+2 ββ
- ββ β 8.20e+2 8.21e+2 8.22e+2 8.23e+2 8.24e+2 β 8.25e+2 8.26e+2 8.27e+2 8.28e+2 8.29e+2 β 8.30e+2 8.31e+2 8.32e+2 8.33e+2 8.34e+2 β 8.35e+2 8.36e+2 8.37e+2 8.38e+2 8.39e+2 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββ
- ββ1 @ 1 β0 @ 4 β1 @ 4 β2 @ 4 β3 @ 4 ββ
- ββ βaxis 5 βaxis 5 βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 2 β 8.40e+2 8.41e+2 8.42e+2 8.43e+2 8.44e+2 β 8.45e+2 8.46e+2 8.47e+2 8.48e+2 8.49e+2 β 8.50e+2 8.51e+2 8.52e+2 8.53e+2 8.54e+2 β 8.55e+2 8.56e+2 8.57e+2 8.58e+2 8.59e+2 ββ
- ββaxis 3β 8.60e+2 8.61e+2 8.62e+2 8.63e+2 8.64e+2 β 8.65e+2 8.66e+2 8.67e+2 8.68e+2 8.69e+2 β 8.70e+2 8.71e+2 8.72e+2 8.73e+2 8.74e+2 β 8.75e+2 8.76e+2 8.77e+2 8.78e+2 8.79e+2 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 9.40e+2 9.41e+2 9.42e+2 9.43e+2 9.44e+2 β 9.45e+2 9.46e+2 9.47e+2 9.48e+2 9.49e+2 β 9.50e+2 9.51e+2 9.52e+2 9.53e+2 9.54e+2 β 9.55e+2 9.56e+2 9.57e+2 9.58e+2 9.59e+2 ββ
- ββ β 9.60e+2 9.61e+2 9.62e+2 9.63e+2 9.64e+2 β 9.65e+2 9.66e+2 9.67e+2 9.68e+2 9.69e+2 β 9.70e+2 9.71e+2 9.72e+2 9.73e+2 9.74e+2 β 9.75e+2 9.76e+2 9.77e+2 9.78e+2 9.79e+2 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 2 β 9.80e+2 9.81e+2 9.82e+2 9.83e+2 9.84e+2 β 9.85e+2 9.86e+2 9.87e+2 9.88e+2 9.89e+2 β 9.90e+2 9.91e+2 9.92e+2 9.93e+2 9.94e+2 β 9.95e+2 9.96e+2 9.97e+2 9.98e+2 9.99e+2 ββ
- ββaxis 3β 1.00e+3 1.00e+3 1.00e+3 1.00e+3 1.00e+3 β 1.00e+3 1.00e+3 1.00e+3 1.00e+3 1.00e+3 β 1.01e+3 1.01e+3 1.01e+3 1.01e+3 1.01e+3 β 1.01e+3 1.01e+3 1.01e+3 1.01e+3 1.01e+3 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.08e+3 1.08e+3 1.08e+3 1.08e+3 1.08e+3 β 1.08e+3 1.08e+3 1.08e+3 1.08e+3 1.08e+3 β 1.09e+3 1.09e+3 1.09e+3 1.09e+3 1.09e+3 β 1.09e+3 1.09e+3 1.09e+3 1.09e+3 1.09e+3 ββ
- ββ β 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.10e+3 β 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.10e+3 β 1.11e+3 1.11e+3 1.11e+3 1.11e+3 1.11e+3 β 1.11e+3 1.11e+3 1.11e+3 1.11e+3 1.11e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ~~~~~ β ... β ... β ... β ... ββ
- ββaxis 3β β β β ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ4 @ 2 β 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 β 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 β 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 β 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 ββ
- ββaxis 3β 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 β 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 β 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 β 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 β 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 β 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 β 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 ββ
- ββ β 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 β 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 β 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 β 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ5 @ 2 β 1.54e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 β 1.54e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 β 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 β 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 ββ
- ββaxis 3β 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 β 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 β 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 β 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 β 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 β 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 β 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 ββ
- ββ β 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 β 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 β 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 β 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββ
- ββ2 @ 1 β0 @ 4 β1 @ 4 β2 @ 4 β3 @ 4 ββ
- ββ βaxis 5 βaxis 5 βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 2 β 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 β 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 β 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 β 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 ββ
- ββaxis 3β 1.70e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 β 1.70e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 β 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 β 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.78e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 β 1.78e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 β 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 β 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 ββ
- ββ β 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 β 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 β 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 β 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 2 β 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 β 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 β 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 β 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 ββ
- ββaxis 3β 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 β 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 β 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 β 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 β 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 β 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 β 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 ββ
- ββ β 1.94e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 β 1.94e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 β 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 β 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ~~~~~ β ... β ... β ... β ... ββ
- ββaxis 3β β β β ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ4 @ 2 β 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 β 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 β 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 β 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 ββ
- ββaxis 3β 2.26e+3 2.26e+3 2.26e+3 2.26e+3 2.26e+3 β 2.26e+3 2.26e+3 2.26e+3 2.26e+3 2.26e+3 β 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 β 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.34e+3 2.34e+3 2.34e+3 2.34e+3 2.34e+3 β 2.34e+3 2.34e+3 2.34e+3 2.34e+3 2.34e+3 β 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 β 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 ββ
- ββ β 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 β 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 β 2.37e+3 2.37e+3 2.37e+3 2.37e+3 2.37e+3 β 2.37e+3 2.37e+3 2.37e+3 2.37e+3 2.37e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ5 @ 2 β 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 β 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 β 2.39e+3 2.39e+3 2.39e+3 2.39e+3 2.39e+3 β 2.39e+3 2.39e+3 2.39e+3 2.39e+3 2.39e+3 ββ
- ββaxis 3β 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 β 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 β 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 β 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 β 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 β 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 β 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 ββ
- ββ β 2.50e+3 2.50e+3 2.50e+3 2.50e+3 2.50e+3 β 2.50e+3 2.50e+3 2.50e+3 2.50e+3 2.50e+3 β 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 β 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ ho2;
- [%expect
- {|
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[3]: =>_ho2 shape 0:4,1:7|4:2,5:6->2:5,3:3 β
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ
- ββ0 @ 1 β0 @ 4 β1 @ 4 ββ
- ββ βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 2 β 0.00 1.40e+2 ... 5.60e+2 7.00e+2 β 2.52e+3 2.66e+3 ... 3.08e+3 3.22e+3 ββ
- ββaxis 3β 8.40e+2 9.80e+2 ... 1.40e+3 1.54e+3 β 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ββ
- ββ β 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 β 4.20e+3 4.34e+3 ... 4.76e+3 4.90e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 2 β 1.00 1.41e+2 ... 5.61e+2 7.01e+2 β 2.52e+3 2.66e+3 ... 3.08e+3 3.22e+3 ββ
- ββaxis 3β 8.41e+2 9.81e+2 ... 1.40e+3 1.54e+3 β 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ββ
- ββ β 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 β 4.20e+3 4.34e+3 ... 4.76e+3 4.90e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ2 @ 2 β 2.00 1.42e+2 ... 5.62e+2 7.02e+2 β 2.52e+3 2.66e+3 ... 3.08e+3 3.22e+3 ββ
- ββaxis 3β 8.42e+2 9.82e+2 ... 1.40e+3 1.54e+3 β 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ββ
- ββ β 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 β 4.20e+3 4.34e+3 ... 4.76e+3 4.90e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ3 @ 2 β 3.00 1.43e+2 ... 5.63e+2 7.03e+2 β 2.52e+3 2.66e+3 ... 3.08e+3 3.22e+3 ββ
- ββaxis 3β 8.43e+2 9.83e+2 ... 1.40e+3 1.54e+3 β 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ββ
- ββ β 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 β 4.20e+3 4.34e+3 ... 4.76e+3 4.90e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ4 @ 2 β 4.00 1.44e+2 ... 5.64e+2 7.04e+2 β 2.52e+3 2.66e+3 ... 3.08e+3 3.22e+3 ββ
- ββaxis 3β 8.44e+2 9.84e+2 ... 1.40e+3 1.54e+3 β 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ββ
- ββ β 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 β 4.20e+3 4.34e+3 ... 4.76e+3 4.90e+3 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ
- ββ1 @ 1 β0 @ 4 β1 @ 4 ββ
- ββ βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 2 β 2.00e+1 1.60e+2 ... 5.80e+2 7.20e+2 β 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ββ
- ββaxis 3β 8.60e+2 1.00e+3 ... 1.42e+3 1.56e+3 β 3.38e+3 3.52e+3 ... 3.94e+3 4.08e+3 ββ
- ββ β 1.70e+3 1.84e+3 ... 2.26e+3 2.40e+3 β 4.22e+3 4.36e+3 ... 4.78e+3 4.92e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 2 β 2.10e+1 1.61e+2 ... 5.81e+2 7.21e+2 β 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ββ
- ββaxis 3β 8.61e+2 1.00e+3 ... 1.42e+3 1.56e+3 β 3.38e+3 3.52e+3 ... 3.94e+3 4.08e+3 ββ
- ββ β 1.70e+3 1.84e+3 ... 2.26e+3 2.40e+3 β 4.22e+3 4.36e+3 ... 4.78e+3 4.92e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ2 @ 2 β 2.20e+1 1.62e+2 ... 5.82e+2 7.22e+2 β 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ββ
- ββaxis 3β 8.62e+2 1.00e+3 ... 1.42e+3 1.56e+3 β 3.38e+3 3.52e+3 ... 3.94e+3 4.08e+3 ββ
- ββ β 1.70e+3 1.84e+3 ... 2.26e+3 2.40e+3 β 4.22e+3 4.36e+3 ... 4.78e+3 4.92e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ3 @ 2 β 2.30e+1 1.63e+2 ... 5.83e+2 7.23e+2 β 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ββ
- ββaxis 3β 8.63e+2 1.00e+3 ... 1.42e+3 1.56e+3 β 3.38e+3 3.52e+3 ... 3.94e+3 4.08e+3 ββ
- ββ β 1.70e+3 1.84e+3 ... 2.26e+3 2.40e+3 β 4.22e+3 4.36e+3 ... 4.78e+3 4.92e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ4 @ 2 β 2.40e+1 1.64e+2 ... 5.84e+2 7.24e+2 β 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ββ
- ββaxis 3β 8.64e+2 1.00e+3 ... 1.42e+3 1.56e+3 β 3.38e+3 3.52e+3 ... 3.94e+3 4.08e+3 ββ
- ββ β 1.70e+3 1.84e+3 ... 2.26e+3 2.40e+3 β 4.22e+3 4.36e+3 ... 4.78e+3 4.92e+3 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- β ... β
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ
- ββ5 @ 1 β0 @ 4 β1 @ 4 ββ
- ββ βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 2 β 1.00e+2 2.40e+2 ... 6.60e+2 8.00e+2 β 2.62e+3 2.76e+3 ... 3.18e+3 3.32e+3 ββ
- ββaxis 3β 9.40e+2 1.08e+3 ... 1.50e+3 1.64e+3 β 3.46e+3 3.60e+3 ... 4.02e+3 4.16e+3 ββ
- ββ β 1.78e+3 1.92e+3 ... 2.34e+3 2.48e+3 β 4.30e+3 4.44e+3 ... 4.86e+3 5.00e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 2 β 1.01e+2 2.41e+2 ... 6.61e+2 8.01e+2 β 2.62e+3 2.76e+3 ... 3.18e+3 3.32e+3 ββ
- ββaxis 3β 9.41e+2 1.08e+3 ... 1.50e+3 1.64e+3 β 3.46e+3 3.60e+3 ... 4.02e+3 4.16e+3 ββ
- ββ β 1.78e+3 1.92e+3 ... 2.34e+3 2.48e+3 β 4.30e+3 4.44e+3 ... 4.86e+3 5.00e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ2 @ 2 β 1.02e+2 2.42e+2 ... 6.62e+2 8.02e+2 β 2.62e+3 2.76e+3 ... 3.18e+3 3.32e+3 ββ
- ββaxis 3β 9.42e+2 1.08e+3 ... 1.50e+3 1.64e+3 β 3.46e+3 3.60e+3 ... 4.02e+3 4.16e+3 ββ
- ββ β 1.78e+3 1.92e+3 ... 2.34e+3 2.48e+3 β 4.30e+3 4.44e+3 ... 4.86e+3 5.00e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ3 @ 2 β 1.03e+2 2.43e+2 ... 6.63e+2 8.03e+2 β 2.62e+3 2.76e+3 ... 3.18e+3 3.32e+3 ββ
- ββaxis 3β 9.43e+2 1.08e+3 ... 1.50e+3 1.64e+3 β 3.46e+3 3.60e+3 ... 4.02e+3 4.16e+3 ββ
- ββ β 1.78e+3 1.92e+3 ... 2.34e+3 2.48e+3 β 4.30e+3 4.44e+3 ... 4.86e+3 5.00e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ4 @ 2 β 1.04e+2 2.44e+2 ... 6.64e+2 8.04e+2 β 2.62e+3 2.76e+3 ... 3.18e+3 3.32e+3 ββ
- ββaxis 3β 9.44e+2 1.08e+3 ... 1.50e+3 1.64e+3 β 3.46e+3 3.60e+3 ... 4.02e+3 4.16e+3 ββ
- ββ β 1.78e+3 1.92e+3 ... 2.34e+3 2.48e+3 β 4.30e+3 4.44e+3 ... 4.86e+3 5.00e+3 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
...TRUNCATED BY DUNE...
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ b;
- [%expect
- {|
- ββββββββββββββββββββββββββββββββββ
- β[1]: r3x4x1 shape 0:3|2:1->1:4 β
- βββββββββ¬βββββββ¬βββββββ¬βββββββββββ
- ββ β0 @ 0 β1 @ 0 β2 @ 0 ββ
- ββ βaxis 2βaxis 2βaxis 2 ββ
- βββββββββΌβββββββΌβββββββΌββββββββββ€β
- ββaxis 1β 0.00 β 4.00 β 8.00 ββ
- ββ β 1.00 β 5.00 β 9.00 ββ
- ββ β 2.00 β 6.00 β 1.00e+1 ββ
- ββ β 3.00 β 7.00 β 1.10e+1 ββ
- βββββββββ΄βββββββ΄βββββββ΄βββββββββββ
- ββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ c;
- [%expect
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββ
- β[2]: ;=>_c shape 0:3|1:4 β
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββ
- ββ βaxis 1 ββ
- βββββββββΌβββββββββββββββββββββββββββββββββββββ€β
- ββaxis 0β 0.00 5.00 1.20e+1 2.10e+1 ββ
- ββ β 4.80e+1 6.50e+1 8.40e+1 1.05e+2 ββ
- ββ β 1.60e+2 1.89e+2 2.20e+2 2.53e+2 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββ
- |}]
+ [%expect.unreachable]
+[@@expect.uncaught_exn {|
+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.
+ This is strongly discouraged as backtraces are fragile.
+ Please change this test to not include a backtrace. *)
+ "Assert_failure arrayjit/lib/low_level.ml:623:44"
+ Raised at Ir__Low_level.cleanup_virtual_llc.loop_float.(fun) in file "arrayjit/lib/low_level.ml", line 623, characters 44-70
+ Called from Base__List0.iter in file "src/list0.ml", line 66, characters 4-7
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 623, characters 8-71
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 590, characters 29-62
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 610, characters 55-88
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml" (inlined), line 594, characters 15-44
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 626, characters 54-63
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 586, characters 38-71
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 568, characters 17-50
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 568, characters 17-50
+ Called from Base__List.filter_map in file "src/list.ml", line 1133, characters 11-15
+ Called from Base__List.filter_map in file "src/list.ml", line 1135, characters 22-38
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml" (inlined), line 556, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 556, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 633, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 857-858, characters 7-67
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 846-863, characters 30-35
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1126, characters 15-47
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-75
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-75
+ Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 193-194, characters 4-45
+ Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 185-194, characters 34-47
+ Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 356, characters 6-61
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 355-356, characters 4-61
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 354-362, characters 26-99
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 494, characters 37-90
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 488-497, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 501, characters 12-75
+ Called from Tutorials__Einsum_trivia.(fun) in file "test/einsum_trivia.ml", line 1371, characters 2-40
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+
+ Trailing output
+ ---------------
+ derive_projections
+ derive_projections
+ derive_projections
+ |}]
let%expect_test "outer_sum simulating axis concatenation" =
Tensor.unsafe_reinitialize ();
@@ -1439,178 +643,55 @@ let%expect_test "outer_sum simulating axis concatenation" =
Train.set_hosted tk.value;
Train.forward_and_forget backend ctx positions;
Tensor.print ~with_code:false ~with_grad:false `Default @@ positions;
- [%expect
- {|
- ββββββββββββββββββββββββββββββββββ
- β[9]: ;=>+ shape 0:4,1:5,2:6,3:3 β
- βββββββββ¬βββββββββββββββββββ β
- ββ0 @ 0 βaxis 3 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ0 @ 1 β 0.00 0.00 0.00 β β
- ββaxis 2β 0.00 0.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 0.00 0.00 4.00 β β
- ββ β 0.00 0.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ1 @ 1 β 0.00 1.00 0.00 β β
- ββaxis 2β 0.00 1.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 0.00 1.00 4.00 β β
- ββ β 0.00 1.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ2 @ 1 β 0.00 2.00 0.00 β β
- ββaxis 2β 0.00 2.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 0.00 2.00 4.00 β β
- ββ β 0.00 2.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ3 @ 1 β 0.00 3.00 0.00 β β
- ββaxis 2β 0.00 3.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 0.00 3.00 4.00 β β
- ββ β 0.00 3.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ4 @ 1 β 0.00 4.00 0.00 β β
- ββaxis 2β 0.00 4.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 0.00 4.00 4.00 β β
- ββ β 0.00 4.00 5.00 β β
- βββββββββ΄βββββββββββββββββββ β
- ββββββββββββββββββββββββββββββββββ€
- βββββββββ¬βββββββββββββββββββ β
- ββ1 @ 0 βaxis 3 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ0 @ 1 β 1.00 0.00 0.00 β β
- ββaxis 2β 1.00 0.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 1.00 0.00 4.00 β β
- ββ β 1.00 0.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ1 @ 1 β 1.00 1.00 0.00 β β
- ββaxis 2β 1.00 1.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 1.00 1.00 4.00 β β
- ββ β 1.00 1.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ2 @ 1 β 1.00 2.00 0.00 β β
- ββaxis 2β 1.00 2.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 1.00 2.00 4.00 β β
- ββ β 1.00 2.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ3 @ 1 β 1.00 3.00 0.00 β β
- ββaxis 2β 1.00 3.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 1.00 3.00 4.00 β β
- ββ β 1.00 3.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ4 @ 1 β 1.00 4.00 0.00 β β
- ββaxis 2β 1.00 4.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 1.00 4.00 4.00 β β
- ββ β 1.00 4.00 5.00 β β
- βββββββββ΄βββββββββββββββββββ β
- ββββββββββββββββββββββββββββββββββ€
- βββββββββ¬βββββββββββββββββββ β
- ββ2 @ 0 βaxis 3 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ0 @ 1 β 2.00 0.00 0.00 β β
- ββaxis 2β 2.00 0.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 2.00 0.00 4.00 β β
- ββ β 2.00 0.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ1 @ 1 β 2.00 1.00 0.00 β β
- ββaxis 2β 2.00 1.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 2.00 1.00 4.00 β β
- ββ β 2.00 1.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ2 @ 1 β 2.00 2.00 0.00 β β
- ββaxis 2β 2.00 2.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 2.00 2.00 4.00 β β
- ββ β 2.00 2.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ3 @ 1 β 2.00 3.00 0.00 β β
- ββaxis 2β 2.00 3.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 2.00 3.00 4.00 β β
- ββ β 2.00 3.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ4 @ 1 β 2.00 4.00 0.00 β β
- ββaxis 2β 2.00 4.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 2.00 4.00 4.00 β β
- ββ β 2.00 4.00 5.00 β β
- βββββββββ΄βββββββββββββββββββ β
- ββββββββββββββββββββββββββββββββββ€
- βββββββββ¬βββββββββββββββββββ β
- ββ3 @ 0 βaxis 3 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ0 @ 1 β 3.00 0.00 0.00 β β
- ββaxis 2β 3.00 0.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 3.00 0.00 4.00 β β
- ββ β 3.00 0.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ1 @ 1 β 3.00 1.00 0.00 β β
- ββaxis 2β 3.00 1.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 3.00 1.00 4.00 β β
- ββ β 3.00 1.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ2 @ 1 β 3.00 2.00 0.00 β β
- ββaxis 2β 3.00 2.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 3.00 2.00 4.00 β β
- ββ β 3.00 2.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ3 @ 1 β 3.00 3.00 0.00 β β
- ββaxis 2β 3.00 3.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 3.00 3.00 4.00 β β
- ββ β 3.00 3.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ4 @ 1 β 3.00 4.00 0.00 β β
- ββaxis 2β 3.00 4.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 3.00 4.00 4.00 β β
- ββ β 3.00 4.00 5.00 β β
- βββββββββ΄βββββββββββββββββββ β
- ββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ ti;
- [%expect
- {|
- βββββββββββββββββββββββββββββ
- β[1]: =>_ti shape 0:4,1:3 β
- βββββββββ¬ββββββββββββββββββββ
- ββ βaxis 1 ββ
- βββββββββΌβββββββββββββββββββ€β
- ββaxis 0β 0.00 0.00 0.00 ββ
- ββ β 1.00 0.00 0.00 ββ
- ββ β 2.00 0.00 0.00 ββ
- ββ β 3.00 0.00 0.00 ββ
- βββββββββ΄ββββββββββββββββββββ
- βββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ tk;
- [%expect
- {|
- βββββββββββββββββββββββββββββ
- β[7]: =>_tk shape 0:6,1:3 β
- βββββββββ¬ββββββββββββββββββββ
- ββ βaxis 1 ββ
- βββββββββΌβββββββββββββββββββ€β
- ββaxis 0β 0.00 0.00 0.00 ββ
- ββ β 0.00 0.00 1.00 ββ
- ββ β ... ... ... ββ
- ββ β 0.00 0.00 4.00 ββ
- ββ β 0.00 0.00 5.00 ββ
- βββββββββ΄ββββββββββββββββββββ
- βββββββββββββββββββββββββββββ
- |}]
+ [%expect.unreachable]
+[@@expect.uncaught_exn {|
+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.
+ This is strongly discouraged as backtraces are fragile.
+ Please change this test to not include a backtrace. *)
+ "Assert_failure arrayjit/lib/low_level.ml:623:44"
+ Raised at Ir__Low_level.cleanup_virtual_llc.loop_float.(fun) in file "arrayjit/lib/low_level.ml", line 623, characters 44-70
+ Called from Base__List0.iter in file "src/list0.ml", line 66, characters 4-7
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 623, characters 8-71
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 590, characters 29-62
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 610, characters 55-88
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 586, characters 38-71
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 568, characters 17-50
+ Called from Base__List.filter_map in file "src/list.ml", line 1133, characters 11-15
+ Called from Base__List.filter_map in file "src/list.ml", line 1135, characters 22-38
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml" (inlined), line 556, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 556, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 633, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 857-858, characters 7-67
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 846-863, characters 30-35
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1126, characters 15-47
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-75
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-75
+ Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 193-194, characters 4-45
+ Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 185-194, characters 34-47
+ Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 356, characters 6-61
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 355-356, characters 4-61
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 354-362, characters 26-99
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 494, characters 37-90
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 488-497, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 501, characters 12-75
+ Called from Tutorials__Einsum_trivia.(fun) in file "test/einsum_trivia.ml", line 1440, characters 2-48
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+
+ Trailing output
+ ---------------
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ derive_projections
+ |}]
let%expect_test "einsum with a leftmost input axis preserved as output axis" =
Tensor.unsafe_reinitialize ();
@@ -1633,71 +714,57 @@ let%expect_test "einsum with a leftmost input axis preserved as output axis" =
let%op c = a *+ "...|i->1; ...|j...->i => ...|ij" b in
Train.forward_and_forget backend ctx c;
Tensor.print ~with_code:false ~with_grad:false `Default @@ a;
- [%expect
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[0]: r3x2x4_a shape 0:3|2:4->1:2 β
- βββββββββ¬βββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββ
- ββ β0 @ 0 β1 @ 0 β2 @ 0 ββ
- ββ βaxis 2 βaxis 2 βaxis 2 ββ
- βββββββββΌβββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββ€β
- ββaxis 1β 0.00 1.00 2.00 3.00 β 8.00 9.00 1.00e+1 1.10e+1 β 1.60e+1 1.70e+1 1.80e+1 1.90e+1 ββ
- ββ β 4.00 5.00 6.00 7.00 β 1.20e+1 1.30e+1 1.40e+1 1.50e+1 β 2.00e+1 2.10e+1 2.20e+1 2.30e+1 ββ
- βββββββββ΄βββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ b;
- [%expect
- {|
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[1]: r3x4x2x3_b shape 0:3|2:2,3:3->1:4 β
- βββββββββ¬ββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ
- ββ0 @ 0 β0 @ 2 β1 @ 2 ββ
- ββ βaxis 3 βaxis 3 ββ
- βββββββββΌββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββ€β
- ββaxis 1β 0.00 1.00 2.00 β 3.00 4.00 5.00 ββ
- ββ β 6.00 7.00 8.00 β 9.00 1.00e+1 1.10e+1 ββ
- ββ β 1.20e+1 1.30e+1 1.40e+1 β 1.50e+1 1.60e+1 1.70e+1 ββ
- ββ β 1.80e+1 1.90e+1 2.00e+1 β 2.10e+1 2.20e+1 2.30e+1 ββ
- βββββββββ΄ββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬ββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ
- ββ1 @ 0 β0 @ 2 β1 @ 2 ββ
- ββ βaxis 3 βaxis 3 ββ
- βββββββββΌββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββ€β
- ββaxis 1β 2.40e+1 2.50e+1 2.60e+1 β 2.70e+1 2.80e+1 2.90e+1 ββ
- ββ β 3.00e+1 3.10e+1 3.20e+1 β 3.30e+1 3.40e+1 3.50e+1 ββ
- ββ β 3.60e+1 3.70e+1 3.80e+1 β 3.90e+1 4.00e+1 4.10e+1 ββ
- ββ β 4.20e+1 4.30e+1 4.40e+1 β 4.50e+1 4.60e+1 4.70e+1 ββ
- βββββββββ΄ββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬ββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ
- ββ2 @ 0 β0 @ 2 β1 @ 2 ββ
- ββ βaxis 3 βaxis 3 ββ
- βββββββββΌββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββ€β
- ββaxis 1β 4.80e+1 4.90e+1 5.00e+1 β 5.10e+1 5.20e+1 5.30e+1 ββ
- ββ β 5.40e+1 5.50e+1 5.60e+1 β 5.70e+1 5.80e+1 5.90e+1 ββ
- ββ β 6.00e+1 6.10e+1 6.20e+1 β 6.30e+1 6.40e+1 6.50e+1 ββ
- ββ β 6.60e+1 6.70e+1 6.80e+1 β 6.90e+1 7.00e+1 7.10e+1 ββ
- βββββββββ΄ββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ c;
- [%expect
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[2]: ;=>_c shape 0:3|1:4,2:2 β
- βββββββββ¬βββββββββββββββββββ¬βββββββββββββββββββ¬ββββββββββββββββββββ
- ββ β0 @ 0 β1 @ 0 β2 @ 0 ββ
- ββ βaxis 2 βaxis 2 βaxis 2 ββ
- βββββββββΌβββββββββββββββββββΌβββββββββββββββββββΌβββββββββββββββββββ€β
- ββaxis 1β 1.20e+1 4.80e+1 β 9.00e+2 1.00e+3 β 2.94e+3 3.12e+3 ββ
- ββ β 1.05e+2 1.50e+2 β 1.20e+3 1.32e+3 β 3.46e+3 3.65e+3 ββ
- ββ β 2.34e+2 2.88e+2 β 1.55e+3 1.68e+3 β 4.02e+3 4.22e+3 ββ
- ββ β 3.99e+2 4.62e+2 β 1.93e+3 2.07e+3 β 4.62e+3 4.83e+3 ββ
- βββββββββ΄βββββββββββββββββββ΄βββββββββββββββββββ΄ββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}]
+ [%expect.unreachable]
+[@@expect.uncaught_exn {|
+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.
+ This is strongly discouraged as backtraces are fragile.
+ Please change this test to not include a backtrace. *)
+ "Assert_failure arrayjit/lib/low_level.ml:623:44"
+ Raised at Ir__Low_level.cleanup_virtual_llc.loop_float.(fun) in file "arrayjit/lib/low_level.ml", line 623, characters 44-70
+ Called from Base__List0.iter in file "src/list0.ml", line 66, characters 4-7
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 623, characters 8-71
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 590, characters 29-62
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 610, characters 55-88
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml" (inlined), line 594, characters 15-44
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 626, characters 54-63
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml" (inlined), line 594, characters 15-44
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 626, characters 54-63
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 586, characters 38-71
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 571, characters 15-48
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 568, characters 17-50
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 568, characters 17-50
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 568, characters 17-50
+ Called from Base__List.filter_map in file "src/list.ml", line 1133, characters 11-15
+ Called from Base__List.filter_map in file "src/list.ml", line 1135, characters 22-38
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml" (inlined), line 556, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 556, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 633, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 857-858, characters 7-67
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 846-863, characters 30-35
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1126, characters 15-47
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-75
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-75
+ Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 193-194, characters 4-45
+ Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 185-194, characters 34-47
+ Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 356, characters 6-61
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 355-356, characters 4-61
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 354-362, characters 26-99
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 494, characters 37-90
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 488-497, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 501, characters 12-75
+ Called from Tutorials__Einsum_trivia.(fun) in file "test/einsum_trivia.ml", line 1634, characters 2-40
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+
+ Trailing output
+ ---------------
+ derive_projections
+ derive_projections
+ derive_projections
+ |}]
let%expect_test "einsum permuting two leftmost input axes as output axes" =
Tensor.unsafe_reinitialize ();
@@ -1716,46 +783,51 @@ let%expect_test "einsum permuting two leftmost input axes as output axes" =
let%op c = a *+ "i->1; ij...->0 => ...->ji" b in
Train.forward_and_forget backend ctx c;
Tensor.print ~with_code:false ~with_grad:false `Default @@ a;
- [%expect
- {|
- βββββββββββββββββββββββββββββ
- β[0]: r2x2_a shape 1:2->0:2 β
- βββββββββ¬βββββββββββββ β
- ββ βaxis 1 β β
- βββββββββΌβββββββββββββ€ β
- ββaxis 0β 0.00 1.00 β β
- ββ β 2.00 3.00 β β
- βββββββββ΄βββββββββββββ β
- βββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ b;
- [%expect
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[1]: r2x2x3x4_b shape 1:2,2:3,3:4->0:2 β
- βββββββββ¬βββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββ
- ββ β0 @ 2 β1 @ 2 β2 @ 2 ββ
- ββ βaxis 3 βaxis 3 βaxis 3 ββ
- βββββββββΌβββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 1 β 0.00 1.00 2.00 3.00 β 4.00 5.00 6.00 7.00 β 8.00 9.00 1.00e+1 1.10e+1 ββ
- ββaxis 0β 2.40e+1 2.50e+1 2.60e+1 2.70e+1 β 2.80e+1 2.90e+1 3.00e+1 3.10e+1 β 3.20e+1 3.30e+1 3.40e+1 3.50e+1 ββ
- βββββββββΌβββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 1 β 1.20e+1 1.30e+1 1.40e+1 1.50e+1 β 1.60e+1 1.70e+1 1.80e+1 1.90e+1 β 2.00e+1 2.10e+1 2.20e+1 2.30e+1 ββ
- ββaxis 0β 3.60e+1 3.70e+1 3.80e+1 3.90e+1 β 4.00e+1 4.10e+1 4.20e+1 4.30e+1 β 4.40e+1 4.50e+1 4.60e+1 4.70e+1 ββ
- βββββββββ΄βββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ c;
- [%expect
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[2]: ;=>_c shape 2:4->0:3,1:2 β
- βββββββββ¬βββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββ
- ββ β0 @ 0 β1 @ 0 β2 @ 0 ββ
- ββ βaxis 2 βaxis 2 βaxis 2 ββ
- βββββββββΌβββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββ€β
- ββaxis 1β 0.00 2.00 4.00 6.00 β 8.00 1.00e+1 1.20e+1 1.40e+1 β 1.60e+1 1.80e+1 2.00e+1 2.20e+1 ββ
- ββ β 3.60e+1 3.90e+1 4.20e+1 4.50e+1 β 4.80e+1 5.10e+1 5.40e+1 5.70e+1 β 6.00e+1 6.30e+1 6.60e+1 6.90e+1 ββ
- βββββββββ΄βββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}]
+ [%expect.unreachable]
+[@@expect.uncaught_exn {|
+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.
+ This is strongly discouraged as backtraces are fragile.
+ Please change this test to not include a backtrace. *)
+ "Assert_failure arrayjit/lib/low_level.ml:623:44"
+ Raised at Ir__Low_level.cleanup_virtual_llc.loop_float.(fun) in file "arrayjit/lib/low_level.ml", line 623, characters 44-70
+ Called from Base__List0.iter in file "src/list0.ml", line 66, characters 4-7
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 623, characters 8-71
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 590, characters 29-62
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 610, characters 55-88
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml" (inlined), line 594, characters 15-44
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_float in file "arrayjit/lib/low_level.ml", line 626, characters 54-63
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 586, characters 38-71
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 568, characters 17-50
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 568, characters 17-50
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 568, characters 17-50
+ Called from Base__List.filter_map in file "src/list.ml", line 1133, characters 11-15
+ Called from Base__List.filter_map in file "src/list.ml", line 1135, characters 22-38
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml" (inlined), line 556, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 556, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 633, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 857-858, characters 7-67
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 846-863, characters 30-35
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1126, characters 15-47
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-75
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-75
+ Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 193-194, characters 4-45
+ Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 185-194, characters 34-47
+ Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 356, characters 6-61
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 355-356, characters 4-61
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 354-362, characters 26-99
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 494, characters 37-90
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 488-497, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 501, characters 12-75
+ Called from Tutorials__Einsum_trivia.(fun) in file "test/einsum_trivia.ml", line 1717, characters 2-40
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+
+ Trailing output
+ ---------------
+ derive_projections
+ derive_projections
+ derive_projections
+ |}]
File "test/dune", line 4, characters 7-30:
4 | (name moons_demo_parallel_run)
^^^^^^^^^^^^^^^^^^^^^^^
(cd _build/default/test && ./moons_demo_parallel_run.exe)
Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
("Set log_level to" 1)
ββ{orphaned from #24}
Retrieving commandline, environment, or config file variable ocannl_backend
Found multicore_cc, in the config file
Properties of devices:
(multicore_devices
(device ((device_name CPU) (device_ordinal 0) (num_domains 72))))
@!derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
derive_projections
Retrieving commandline, environment, or config file variable ocannl_prefer_backend_uniformity
Found true, in the config file
Retrieving commandline, environment, or config file variable ocannl_debug_log_to_stream_files
Not found, using default false
Retrieving commandline, environment, or config file variable ocannl_ll_ident_style
Not found, using default heuristic
Retrieving commandline, environment, or config file variable ocannl_cc_backend_optimization_level
Not found, using default 3
Retrieving commandline, environment, or config file variable ocannl_cc_backend_compiler_command
Not found, using default gcc
Fatal error: exception (Option.value_exn arrayjit/lib/backends.ml:289:28)
Raised at Base__Error.raise in file "src/error.ml" (inlined), line 9, characters 21-37
Called from Base__Option.value_exn in file "src/option.ml", line 119, characters 4-21
Called from Backends.Add_device.link_batch in file "arrayjit/lib/backends.ml", line 289, characters 5-44
Called from Backends.Raise_backend.link_batch in file "arrayjit/lib/backends.ml", line 467, characters 30-81
Called from Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", line 270, characters 26-90
Re-raised at Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", line 270, characters 10-91
Re-raised at Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", lines 268-271, characters 23-18
Called from Base__Array0.mapi in file "src/array0.ml", line 142, characters 24-46
Called from Ocannl__Train.parallel_update in file "lib/train.ml", lines 268-271, characters 4-18
Re-raised at Ocannl__Train.parallel_update in file "lib/train.ml", lines 265-271, characters 2-18
Re-raised at Ocannl__Train.parallel_update in file "lib/train.ml", lines 233-318, characters 32-69
Called from Ocannl__Train.example_train_loop in file "lib/train.ml", lines 415-425, characters 4-39
Called from Dune__exe__Moons_demo_parallel_run.main in file "test/moons_demo_parallel_run.ml", lines 65-69, characters 4-8
Called from Base__Exn.protectx in file "src/exn.ml", line 79, characters 8-11
Re-raised at Base__Exn.raise_with_original_backtrace in file "src/exn.ml" (inlined), line 59, characters 2-50
Called from Base__Exn.protectx in file "src/exn.ml", line 86, characters 13-49
Called from Base__Exn.protect in file "src/exn.ml" (inlined), line 92, characters 26-49
Called from Dune__exe__Moons_demo_parallel_run in file "test/moons_demo_parallel_run.ml", line 90, characters 2-53
"/usr/bin/env" "bash" "-c" "opam exec -- dune build @install @check @runtest && rm -rf _build" failed with exit status 1
2025-06-27 12:29.05: Job failed: Failed: Build failed