2025-06-28 12:16.25: New job: test ahrefs/ocannl https://github.com/ahrefs/ocannl.git#refs/heads/master (65255f6690d4e579cc2738467d468f941d5aac3a) (linux-x86_64:debian-11-5.3_opam-2.3)
Base: ocaml/opam:debian-11-ocaml-5.3@sha256:bb9ff64fc0a30e6efc4bba2533e68fcfe1fdcbcca0b32765c1a0a4dc2592c933
Opam project build
To reproduce locally:
git clone --recursive "https://github.com/ahrefs/ocannl.git" -b "master" && cd "ocannl" && git reset --hard 65255f66
cat > Dockerfile <<'END-OF-DOCKERFILE'
FROM ocaml/opam:debian-11-ocaml-5.3@sha256:bb9ff64fc0a30e6efc4bba2533e68fcfe1fdcbcca0b32765c1a0a4dc2592c933
# debian-11-5.3_opam-2.3
USER 1000:1000
ENV CLICOLOR_FORCE="1"
ENV OPAMCOLOR="always"
WORKDIR /src
RUN sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam
RUN opam init --reinit -ni
RUN uname -rs && opam exec -- ocaml -version && opam --version
WORKDIR /src
RUN sudo chown opam /src
RUN cd ~/opam-repository && (git cat-file -e 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
2025-06-28 12:16.25: Using cache hint "ahrefs/ocannl-ocaml/opam:debian-11-ocaml-5.3@sha256:bb9ff64fc0a30e6efc4bba2533e68fcfe1fdcbcca0b32765c1a0a4dc2592c933-debian-11-5.3_opam-2.3-82912e70cd030e6e6af979ac4425a6a2"
2025-06-28 12:16.25: Using OBuilder spec:
((from ocaml/opam:debian-11-ocaml-5.3@sha256:bb9ff64fc0a30e6efc4bba2533e68fcfe1fdcbcca0b32765c1a0a4dc2592c933)
(comment debian-11-5.3_opam-2.3)
(user (uid 1000) (gid 1000))
(env CLICOLOR_FORCE 1)
(env OPAMCOLOR always)
(workdir /src)
(run (shell "sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam"))
(run (shell "opam init --reinit -ni"))
(run (shell "uname -rs && opam exec -- ocaml -version && opam --version"))
(workdir /src)
(run (shell "sudo chown opam /src"))
(run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "cd ~/opam-repository && (git cat-file -e 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"))
)
2025-06-28 12:16.25: Waiting for resource in pool OCluster
2025-06-28 12:16.25: Waiting for worker…
2025-06-28 12:26.48: Got resource from pool OCluster
Building on laodoke.caelum.ci.dev
All commits already cached
HEAD is now at 65255f66 Propagate optimization context (with the computations table for Low_level optimizer)
(from ocaml/opam:debian-11-ocaml-5.3@sha256:bb9ff64fc0a30e6efc4bba2533e68fcfe1fdcbcca0b32765c1a0a4dc2592c933)
2025-06-28 12:26.49 ---> using "923794cf071481968755bca5f8fb939ba638f0e5adc3039ce330be9e7e13b9de" from cache
/: (comment debian-11-5.3_opam-2.3)
/: (user (uid 1000) (gid 1000))
/: (env CLICOLOR_FORCE 1)
/: (env OPAMCOLOR always)
/: (workdir /src)
/src: (run (shell "sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam"))
2025-06-28 12:26.49 ---> using "170fade88012c85b9a710b53709a9775bf94c3f978b133e60ac3ef87d3512ca8" from cache
/src: (run (shell "opam init --reinit -ni"))
Configuring from /home/opam/.opamrc and then from built-in defaults.
Checking for available remotes: rsync and local, git.
- you won't be able to use mercurial repositories unless you install the hg command on your system.
- you won't be able to use darcs repositories unless you install the darcs command on your system.
This development version of opam requires an update to the layout of /home/opam/.opam from version 2.0 to version 2.2, which can't be reverted.
You may want to back it up before going further.
Continue? [y/n] y
[NOTE] The 'jobs' option was reset, its value was 255 and its new value will vary according to the current number of cores on your machine. You can restore the fixed value using:
opam option jobs=255 --global
Format upgrade done.
<><> Updating repositories ><><><><><><><><><><><><><><><><><><><><><><><><><><>
[default] Initialised
2025-06-28 12:26.49 ---> using "18c497649a69a9f9036d0ea729703fbea4d442984320fcdc15815f406a603dd5" from cache
/src: (run (shell "uname -rs && opam exec -- ocaml -version && opam --version"))
Linux 5.15.0-141-generic
The OCaml toplevel, version 5.3.0
2.3.0
2025-06-28 12:26.49 ---> using "1c30ab73bc45f2af7cdf17a48a03ef0ab954c1c579d4ac3bfe8e374742d81c44" from cache
/src: (workdir /src)
/src: (run (shell "sudo chown opam /src"))
2025-06-28 12:26.49 ---> using "484dd34db13045b21bb2fddcf6b271db41d8120a809c65fe2843ea8e4b71d87d" from cache
/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)
2025-06-28 12:26.49 ---> using "b1e776f63ad820afdb4e05719a50e8b286e487b92778309ea5771fc5d4a7ebfa" from cache
/src: (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./))
2025-06-28 12:26.49 ---> using "fb3ca1d62365eeaa05a14968a69cb99336c56e9e4a9569736f705edc275d661e" from cache
/src: (run (network host)
(shell "opam pin add -yn neural_nets_lib.dev './' && \
\nopam pin add -yn arrayjit.dev './'"))
[neural_nets_lib.dev] synchronised (file:///src)
neural_nets_lib is now pinned to file:///src (version dev)
[arrayjit.dev] synchronised (file:///src)
arrayjit is now pinned to file:///src (version dev)
2025-06-28 12:26.49 ---> using "d21c6d890419987259f1da228fcaa9ecac8aca3d18862b41999297a5058402a4" from cache
/src: (run (network host)
(shell "echo '(lang dune 3.0)' > './dune-project'"))
2025-06-28 12:26.49 ---> using "656fd8a53d2b786a38f3ad81c54fecd23c947934902ed1fbb95f3c2be83b6b0e" from cache
/src: (env DEPS "angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 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/bin/sudo "apt-get" "update"
- Hit:1 http://deb.debian.org/debian bullseye InRelease
- Get:2 http://deb.debian.org/debian-security bullseye-security InRelease [27.2 kB]
- Get:3 http://deb.debian.org/debian bullseye-updates InRelease [44.0 kB]
- Get:4 http://deb.debian.org/debian-security bullseye-security/main amd64 Packages [383 kB]
- Fetched 454 kB in 0s (1038 kB/s)
- Reading package lists...
-
<><> Synchronising pinned packages ><><><><><><><><><><><><><><><><><><><><><><>
[arrayjit.dev] synchronised (file:///src)
[neural_nets_lib.dev] synchronised (file:///src)
[NOTE] Package ocaml-options-vanilla is already installed (current version is 1).
[NOTE] Package ocaml-config is already installed (current version is 3).
[NOTE] Package ocaml-compiler is already installed (current version is 5.3.0).
[NOTE] Package ocaml-base-compiler is already installed (current version is 5.3.0).
[NOTE] Package ocaml is already installed (current version is 5.3.0).
[NOTE] Package base-unix is already installed (current version is base).
[NOTE] Package base-threads is already installed (current version is base).
[NOTE] Package base-nnp is already installed (current version is base).
[NOTE] Package base-effects is already installed (current version is base).
[NOTE] Package base-domains is already installed (current version is base).
[NOTE] Package base-bigarray is already installed (current version is base).
The following system packages will first need to be installed:
libcurl4-gnutls-dev libffi-dev pkg-config zlib1g-dev
<><> Handling external dependencies <><><><><><><><><><><><><><><><><><><><><><>
+ /usr/bin/sudo "apt-get" "install" "-qq" "-yy" "libcurl4-gnutls-dev" "libffi-dev" "pkg-config" "zlib1g-dev"
- debconf: delaying package configuration, since apt-utils is not installed
- (Reading database ...
(Reading database ... 5%
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(Reading database ... 85%
(Reading database ... 90%
(Reading database ... 95%
(Reading database ... 100%
(Reading database ... 18367 files and directories currently installed.)
- Preparing to unpack .../00-libcurl3-gnutls_7.74.0-1.3+deb11u15_amd64.deb ...
- Unpacking libcurl3-gnutls:amd64 (7.74.0-1.3+deb11u15) over (7.74.0-1.3+deb11u14) ...
- Selecting previously unselected package libcurl4-gnutls-dev:amd64.
- Preparing to unpack .../01-libcurl4-gnutls-dev_7.74.0-1.3+deb11u15_amd64.deb ...
- Unpacking libcurl4-gnutls-dev:amd64 (7.74.0-1.3+deb11u15) ...
- Selecting previously unselected package libffi-dev:amd64.
- Preparing to unpack .../02-libffi-dev_3.3-6_amd64.deb ...
- Unpacking libffi-dev:amd64 (3.3-6) ...
- Selecting previously unselected package libglib2.0-0:amd64.
- Preparing to unpack .../03-libglib2.0-0_2.66.8-1+deb11u6_amd64.deb ...
- Unpacking libglib2.0-0:amd64 (2.66.8-1+deb11u6) ...
- Selecting previously unselected package libglib2.0-data.
- Preparing to unpack .../04-libglib2.0-data_2.66.8-1+deb11u6_all.deb ...
- Unpacking libglib2.0-data (2.66.8-1+deb11u6) ...
- Selecting previously unselected package libicu67:amd64.
- Preparing to unpack .../05-libicu67_67.1-7+deb11u1_amd64.deb ...
- Unpacking libicu67:amd64 (67.1-7+deb11u1) ...
- Selecting previously unselected package libxml2:amd64.
- Preparing to unpack .../06-libxml2_2.9.10+dfsg-6.7+deb11u7_amd64.deb ...
- Unpacking libxml2:amd64 (2.9.10+dfsg-6.7+deb11u7) ...
- Selecting previously unselected package pkg-config.
- Preparing to unpack .../07-pkg-config_0.29.2-1_amd64.deb ...
- Unpacking pkg-config (0.29.2-1) ...
- Selecting previously unselected package shared-mime-info.
- Preparing to unpack .../08-shared-mime-info_2.0-1_amd64.deb ...
- Unpacking shared-mime-info (2.0-1) ...
- Selecting previously unselected package xdg-user-dirs.
- Preparing to unpack .../09-xdg-user-dirs_0.17-2_amd64.deb ...
- Unpacking xdg-user-dirs (0.17-2) ...
- Selecting previously unselected package zlib1g-dev:amd64.
- Preparing to unpack .../10-zlib1g-dev_1%3a1.2.11.dfsg-2+deb11u2_amd64.deb ...
- Unpacking zlib1g-dev:amd64 (1:1.2.11.dfsg-2+deb11u2) ...
- Setting up libicu67:amd64 (67.1-7+deb11u1) ...
- Setting up xdg-user-dirs (0.17-2) ...
- Setting up libglib2.0-0:amd64 (2.66.8-1+deb11u6) ...
- No schema files found: doing nothing.
- Setting up libcurl3-gnutls:amd64 (7.74.0-1.3+deb11u15) ...
- Setting up libcurl4-gnutls-dev:amd64 (7.74.0-1.3+deb11u15) ...
- Setting up libffi-dev:amd64 (3.3-6) ...
- Setting up libglib2.0-data (2.66.8-1+deb11u6) ...
- Setting up pkg-config (0.29.2-1) ...
- Setting up zlib1g-dev:amd64 (1:1.2.11.dfsg-2+deb11u2) ...
- Setting up libxml2:amd64 (2.9.10+dfsg-6.7+deb11u7) ...
- Setting up shared-mime-info (2.0-1) ...
- Processing triggers for libc-bin (2.31-13+deb11u13) ...
2025-06-28 12:26.49 ---> using "cbf64c5f442b77d9422b5d677c24ef9856fd512385007c4893d905eb9d172dba" from cache
/src: (run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "opam install $DEPS"))
[NOTE] Package ocaml-options-vanilla is already installed (current version is 1).
[NOTE] Package ocaml-config is already installed (current version is 3).
[NOTE] Package ocaml-compiler is already installed (current version is 5.3.0).
[NOTE] Package ocaml-base-compiler is already installed (current version is 5.3.0).
[NOTE] Package ocaml is already installed (current version is 5.3.0).
[NOTE] Package base-unix is already installed (current version is base).
[NOTE] Package base-threads is already installed (current version is base).
[NOTE] Package base-nnp is already installed (current version is base).
[NOTE] Package base-effects is already installed (current version is base).
[NOTE] Package base-domains is already installed (current version is base).
[NOTE] Package base-bigarray is already installed (current version is base).
The following actions will be performed:
=== install 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 cppo.1.8.0 (cached)
-> retrieved cmdliner.1.3.0 (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 multicore-magic.2.3.1 (cached)
-> retrieved mdx.2.5.0 (cached)
-> retrieved num.1.6 (cached)
-> retrieved ocaml-compiler-libs.v0.17.0 (cached)
-> retrieved ocaml-syntax-shims.1.0.0 (cached)
-> retrieved ocaml-version.4.0.1 (cached)
-> retrieved ocaml_intrinsics_kernel.v0.17.1 (cached)
-> retrieved ocamlbuild.0.16.1 (cached)
-> retrieved ocamlfind.1.9.8 (cached)
-> retrieved parsexp.v0.17.0 (cached)
-> retrieved pprint.20230830 (cached)
-> retrieved ppx_base.v0.17.0 (cached)
-> retrieved ppx_assert.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 ppx_string.v0.17.0 (cached)
-> retrieved ppx_minidebug.2.3.0 (cached)
-> retrieved ppx_variants_conv.v0.17.1 (cached)
-> retrieved ppxlib_jane.v0.17.4 (cached)
-> retrieved dune.3.19.1, dune-configurator.3.19.1 (cached)
-> retrieved ppxlib.0.36.0 (cached)
-> retrieved printbox.0.12, printbox-ext-plot.0.12, printbox-html.0.12, printbox-md.0.12, printbox-text.0.12 (cached)
-> retrieved ptime.1.2.0 (cached)
-> retrieved re.1.12.0 (cached)
-> retrieved seq.base (cached)
-> retrieved result.1.5 (cached)
-> retrieved saturn_lockfree.0.5.0 (cached)
-> installed cmdliner.1.3.0
-> installed num.1.6
-> installed seq.base
-> retrieved sexplib.v0.17.0 (cached)
-> retrieved sexplib0.v0.17.0 (cached)
-> retrieved stdio.v0.17.0 (cached)
-> retrieved stdlib-shims.0.3.0 (cached)
-> retrieved thread-local-storage.0.2 (cached)
-> retrieved time_now.v0.17.0 (cached)
-> retrieved topkg.1.0.8 (cached)
-> retrieved uutf.1.0.4 (cached)
-> retrieved variantslib.v0.17.0 (cached)
-> retrieved tyxml.4.6.0 (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 uutf.1.0.4
-> installed fmt.0.10.0
-> installed mtime.2.1.0
-> 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 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 ppx_derivers.1.2.1
-> 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 cppo.1.8.0
-> installed ocaml-syntax-shims.1.0.0
-> installed integers.0.7.0
-> installed re.1.12.0
-> installed ocaml-compiler-libs.v0.17.0
-> installed saturn_lockfree.0.5.0
-> installed dune-configurator.3.19.1
-> installed parsexp.v0.17.0
-> installed bigstringaf.0.10.0
-> installed angstrom.0.16.1
-> installed sexplib.v0.17.0
-> installed mdx.2.5.0
-> installed tyxml.4.6.0
-> installed printbox-html.0.12
-> 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 ctypes-foreign.0.23.0
-> installed base.v0.17.3
-> installed fieldslib.v0.17.0
-> installed variantslib.v0.17.0
-> installed stdio.v0.17.0
-> 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_fields_conv.v0.17.0
-> installed ppx_variants_conv.v0.17.1
-> installed ppx_globalize.v0.17.2
-> installed ppx_deriving.6.1.0
-> installed ppx_compare.v0.17.0
-> installed ppx_enumerate.v0.17.0
-> installed ppx_sexp_conv.v0.17.1
-> installed curl.0.10.0
-> installed ppx_hash.v0.17.0
-> installed ppx_assert.v0.17.0
-> installed ppx_minidebug.2.3.0
-> installed ppx_base.v0.17.0
-> installed jst-config.v0.17.0
-> installed ppx_string.v0.17.0
-> installed time_now.v0.17.0
-> installed ppx_inline_test.v0.17.1
-> installed ppx_expect.v0.17.3
Done.
# To update the current shell environment, run: eval $(opam env)
2025-06-28 12:26.49 ---> using "853859920b82fb3c28290874f9c57e40d7f0ba2570f60f303665e1ab46643fc5" from cache
/src: (copy (src .) (dst /src))
2025-06-28 12:26.51 ---> saved as "617454036a86eec8e24975929525779607ed344a2182263d0b22048e7906c924"
/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/bin/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
File "test/test_print_style.expected", line 1, characters 0-0:
/usr/bin/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/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 5, characters 7-25:
5 | (name moons_demo_variant)
^^^^^^^^^^^^^^^^^^
(cd _build/default/test/einsum && ./moons_demo_variant.exe) > _build/default/test/einsum/moons_demo_variant.exe.output
Fatal error: exception Invalid_argument("Tnode.update_memory_mode: update 40 -> 152 inconsistent for n43")
Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 622, characters 10-72
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 597, characters 19-42
Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
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 378, characters 6-59
Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
Called from Dune__exe__Moons_demo_variant in file "test/einsum/moons_demo_variant.ml", line 62, characters 4-83
(cd _build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition 'Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/d2e592b24adbc4c5f59bf426ed4970cd/default/test/ocannl_config.' -source-tree-root .. -diff-cmd -)
Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/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/837eea81bfc6fe9eb93033d4af86bde8/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/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/837eea81bfc6fe9eb93033d4af86bde8/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/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/837eea81bfc6fe9eb93033d4af86bde8/default/test/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 Invalid_argument("Tnode.update_memory_mode: update 40 -> 152 inconsistent for n2")
Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 622, characters 10-72
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 597, characters 19-42
Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
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 378, characters 6-59
Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 500, characters 25-95
Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 491-504, characters 32-17
Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 508, characters 12-75
Called from Dune__exe__Einsum_trivia_exec in file "test/einsum/einsum_trivia_exec.ml", line 94, characters 2-40
(cd _build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/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/837eea81bfc6fe9eb93033d4af86bde8/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
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)
└─{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))))
@!Fatal error: exception Invalid_argument("Tnode.update_memory_mode: update 40 -> 152 inconsistent for n40")
Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 622, characters 10-72
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 597, characters 19-42
Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
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 378, characters 6-59
Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
Called from Ocannl__Train.example_train_loop in file "lib/train.ml", line 408, characters 20-89
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
(cd _build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/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/837eea81bfc6fe9eb93033d4af86bde8/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/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/837eea81bfc6fe9eb93033d4af86bde8/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
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
Fatal error: exception Invalid_argument("Tnode.update_memory_mode: update 40 -> 152 inconsistent for n21")
Raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
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 378, characters 6-59
Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
Called from Dune__exe__Micrograd_demo_logging in file "test/micrograd_demo_logging.ml", line 34, characters 13-67
(cd _build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition moons_demo_parallel.ml -source-tree-root .. -diff-cmd -)
Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/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/837eea81bfc6fe9eb93033d4af86bde8/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/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/837eea81bfc6fe9eb93033d4af86bde8/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/zero2hero_1of7.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/zero2hero_1of7.ml _build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/zero2hero_1of7.ml.corrected
diff --git a/_build/default/test/zero2hero_1of7.ml b/_build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/zero2hero_1of7.ml.corrected
index 61f11e7..4c8d05e 100644
--- a/_build/default/test/zero2hero_1of7.ml
+++ b/_build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/zero2hero_1of7.ml.corrected
@@ -28,54 +28,14 @@ let%expect_test "Graph drawing recompile" =
Train.set_hosted x.value;
Train.forward_and_forget backend ctx f_nd;
Tensor.print_tree ~with_grad:true ~depth:9 f_nd;
- [%expect
- {|
- #15 +_f_nd
- 6.00e+1
- #16 grad_+_f_nd Virt/30
- <void>
- #13 - Virt/152 │#2 5. Virt/40
- <void> │<void>
- #14 grad_- Virt/30 │
- <void> │
- #11 *. Virt/152 │ #4 *. Virt/152 │
- <void> │ <void> │
- #12 grad_*. Virt/30 │ #5 grad_*. Virt/30 │
- <void> │ <void> │
- #10 3. Virt/40│#7 **. Virt/152 │#3 4. Virt/40│#0 x │
- <void> │<void> │<void> │ 5.00 │
- │#8 grad_**. Virt/30│ │#1 grad_x Local/30│
- │<void> │ │<void> │
- │[0]│ #6 2. Virt/40 │ │ │
- │ │ <void> │ │ │
- |}];
+ [%expect.unreachable];
let%op f = (3 *. ("x" [ 5 ] **. 2)) - (4 *. x) + 5 in
Train.every_non_literal_on_host f;
let f_upd = Train.grad_update f in
let f_bprop = Train.to_routine (module Backend) ctx IDX.empty f_upd in
Train.run f_bprop;
Tensor.print_tree ~with_grad:true ~depth:9 f;
- [%expect
- {|
- #32 +_f
- 6.00e+1
- #33 grad_+_f
- 1.00
- #30 - │#19 5. Virt/40
- 5.50e+1 │<void>
- #31 grad_- │
- 1.00 │
- #28 *. │ #21 *. │
- 7.50e+1 │ 2.00e+1 │
- #29 grad_*. │ #22 grad_*. │
- 1.00 │ -1.00 │
- #27 3. Virt/40│ #24 **. │#20 4. Virt/40│#17 x │
- <void> │ 2.50e+1 │<void> │ 5.00 │
- │ #25 grad_**. │ │#18 grad_x│
- │ 3.00 │ │ 2.60e+1 │
- │[17]│#23 2. Virt/40│ │ │
- │ │<void> │ │ │
- |}];
+ [%expect.unreachable];
let xs = Array.init 10 ~f:Float.(fun i -> of_int i - 5.) in
let ys =
Array.map xs ~f:(fun v ->
@@ -94,54 +54,36 @@ let%expect_test "Graph drawing recompile" =
[ Scatterplot { points = Array.zip_exn xs ys; content = PrintBox.line "#" } ]
in
PrintBox_text.output Stdio.stdout plot_box;
- [%expect
- {|
- ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 1.00e+2│# │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ # │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │f │ │
- │( │ │
- │x │ │
- │) │ │
- │ │ │
- │ │ # │
- │ │ │
- │ │ │
- │ │ #│
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ # │
- │ │ │
- │ │ # │
- │ │ │
- │ │ │
- │ │ # │
- │ │ # │
- │ │ │
- │ 4.00 │ # # │
- ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │-5.00 4.00│
- │ │ x │
- └────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 152 inconsistent for n2")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 622, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 500, characters 25-95
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 491-504, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 508, characters 12-75
+ Called from Tutorials__Zero2hero_1of7.(fun) in file "test/zero2hero_1of7.ml", line 29, characters 2-43
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "Graph drawing fetch" =
Tensor.unsafe_reinitialize ();
@@ -156,19 +98,7 @@ let%expect_test "Graph drawing fetch" =
Train.every_non_literal_on_host f5;
Train.forward_and_forget (module Backend) ctx f5;
Tensor.print_tree ~with_grad:false ~depth:9 f5;
- [%expect
- {|
- #9 +_f_5.
- 6.00e+1
- #8 - │#1 5. Virt/40
- 5.50e+1 │<void>
- #7 *. │ #3 *. │
- 7.50e+1 │ 2.00e+1 │
- #6 3. Virt/40│ #5 **. │#2 4. Virt/40│#0 5. Virt/40│
- <void> │ 2.50e+1 │<void> │<void> │
- │[0]│#4 2. Virt/40│ │ │
- │ │<void> │ │ │
- |}];
+ [%expect.unreachable];
let size = 100 in
let xs = Array.init size ~f:Float.(fun i -> (of_int i / 10.) - 5.) in
(* Yay, the whole shape gets inferred! *)
@@ -202,54 +132,36 @@ let%expect_test "Graph drawing fetch" =
]
in
PrintBox_text.output Stdio.stdout plot_box;
- [%expect
- {|
- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 1.00e+2 │# │
- │ │# │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ # │
- │ │ # # #│
- │ │ # # # │
- │ │ # # │
- │ │ # ## │
- │ │ ## # │
- │f │ # # │
- │( │ # # ## │
- │x │ ## # │
- │) │ # # │
- │ │ # # ### **│
- │ │ ## # * **** │
- │ │ # # ## * **** │
- │ │ ### ## * *** │
- │ │ # # # ##** ** │
- │ │ #### # ###* * │
- │ │ # #### # # ## # #### │
- │ │ # # ** * │
- │ │- - - - - - - - - - - * ** * - - - - - - - - │
- │ │ * **** │
- │ │ * **** │
- │ │ **** * │
- │ │ * **** │
- │ │ * **** │
- │ │ * **** │
- │ │ ** *** │
- │ │ * * *** │
- │ -3.40e+1│* * ** │
- ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │-5.00 4.90│
- │ │ x │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 152 inconsistent for n1")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 622, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 500, characters 25-95
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 491-504, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 508, characters 12-75
+ Called from Tutorials__Zero2hero_1of7.(fun) in file "test/zero2hero_1of7.ml", line 157, characters 2-50
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "Simple gradients hosted" =
Tensor.unsafe_reinitialize ();
@@ -271,96 +183,51 @@ let%expect_test "Simple gradients hosted" =
let sgd_routine = Train.to_routine (module Backend) grad_routine.context IDX.empty sgd in
(* Check out the initial state without running a forward pass. *)
Tensor.print_tree ~spy:true ~with_grad:true ~depth:9 l;
- [%expect
- {|
- #12 *._l Host&stream/41
- <not-in-yet>
- #13 grad_*._l Host&stream/41
- <not-in-yet>
- #8 +_d Host&stream/41 │#10 f Host&shared/39
- <not-in-yet> │<not-in-yet>
- #9 grad_+_d Host&stream/41 │#11 grad_f Host&stream/41
- <not-in-yet> │<not-in-yet>
- #4 *._e Host&stream/41 │#6 c Host&shared/39 │
- <not-in-yet> │<not-in-yet> │
- #5 grad_*._e Host&stream/41 │#7 grad_c Host&stream/41│
- <not-in-yet> │<not-in-yet> │
- #0 a Host&shared/39 │#2 b Host&shared/39 │ │
- <not-in-yet> │<not-in-yet> │ │
- #1 grad_a Host&stream/41│#3 grad_b Host&stream/41│ │
- <not-in-yet> │<not-in-yet> │ │
- |}];
+ [%expect.unreachable];
(* Do not update the params: all values and gradients will be at initial points, which are
specified in the tensor in the brackets. *)
Train.run grad_routine;
Tensor.print_tree ~with_grad:true ~depth:9 l;
- [%expect
- {|
- #12 *._l
- -8.00
- #13 grad_*._l
- 1.00
- #8 +_d │#10 f
- 4.00 │ -2.00
- #9 grad_+_d │#11 grad_f
- -2.00 │ 4.00
- #4 *._e │#6 c │
- -6.00 │ 1.00e+1 │
- #5 grad_*._e │#7 grad_c│
- -2.00 │ -2.00 │
- #0 a │#2 b │ │
- 2.00 │ -3.00 │ │
- #1 grad_a│#3 grad_b│ │
- 6.00 │ -4.00 │ │
- |}];
+ [%expect.unreachable];
(* Now we update the params, but we are not doing the forward and backward passes: only params
values will change, compared to the above. The update is in the opposite direction of the
gradient. *)
Train.run sgd_routine;
Tensor.print_tree ~with_grad:true ~depth:9 l;
- [%expect
- {|
- #12 *._l
- -8.00
- #13 grad_*._l
- 1.00
- #8 +_d │#10 f
- 4.00 │ -2.40
- #9 grad_+_d │#11 grad_f
- -2.00 │ 4.00
- #4 *._e │#6 c │
- -6.00 │ 1.02e+1 │
- #5 grad_*._e │#7 grad_c│
- -2.00 │ -2.00 │
- #0 a │#2 b │ │
- 1.40 │ -2.60 │ │
- #1 grad_a│#3 grad_b│ │
- 6.00 │ -4.00 │ │
- |}];
+ [%expect.unreachable];
(* 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. *)
Train.run grad_routine;
Tensor.print_tree ~with_grad:true ~depth:9 l;
- [%expect
- {|
- #12 *._l
- -1.57e+1
- #13 grad_*._l
- 1.00
- #8 +_d │#10 f
- 6.56 │ -2.40
- #9 grad_+_d │#11 grad_f
- -2.40 │ 6.56
- #4 *._e │#6 c │
- -3.64 │ 1.02e+1 │
- #5 grad_*._e │#7 grad_c│
- -2.40 │ -2.40 │
- #0 a │#2 b │ │
- 1.40 │ -2.60 │ │
- #1 grad_a│#3 grad_b│ │
- 6.24 │ -3.36 │ │
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 152 inconsistent for n14")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 622, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
+ Called from Tutorials__Zero2hero_1of7.(fun) in file "test/zero2hero_1of7.ml", line 270, characters 21-73
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "Simple gradients virtual" =
Tensor.unsafe_reinitialize ();
@@ -387,62 +254,26 @@ let%expect_test "Simple gradients virtual" =
<not-in-yet>
#8 +_d unknown │#10 f Host-non-const/24
<not-in-yet> │<not-in-yet>
- #9 grad_+_d unknown │#11 grad_f Material/28
+ #9 grad_+_d unknown │#11 grad_f Non-virt/26
<not-in-yet> │<not-in-yet>
#4 *._e unknown │#6 c Host-non-const/24│
<not-in-yet> │<not-in-yet> │
- #5 grad_*._e unknown │#7 grad_c Material/28 │
+ #5 grad_*._e unknown │#7 grad_c Non-virt/26 │
<not-in-yet> │<not-in-yet> │
#0 a Host-non-const/24│#2 b Host-non-const/24│ │
<not-in-yet> │<not-in-yet> │ │
- #1 grad_a Material/28 │#3 grad_b Material/28 │ │
+ #1 grad_a Non-virt/26 │#3 grad_b Non-virt/26 │ │
<not-in-yet> │<not-in-yet> │ │
|}];
let grad_routine = Train.to_routine (module Backend) ctx IDX.empty grad in
(* Check out the state without running a forward pass or compiling the SGD update. *)
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 │#10 f Host&shared/39
- <not-in-yet> │<not-in-yet>
- #9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41
- <not-in-yet> │<not-in-yet>
- #4 *._e Virt/152 │#6 c Host&shared/39 │
- <not-in-yet> │<not-in-yet> │
- #5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│
- <not-in-yet> │<not-in-yet> │
- #0 a Host&shared/39 │#2 b Host&shared/39 │ │
- <not-in-yet> │<not-in-yet> │ │
- #1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │
- <not-in-yet> │<not-in-yet> │ │
- |}];
+ [%expect.unreachable];
(* Do not update the params: all values and gradients will be at initial points, which are
specified in the tensor in the brackets. *)
Train.run grad_routine;
Tensor.print_tree ~with_grad:true ~depth:9 l;
- [%expect
- {|
- #12 *._l
- -8.00
- #13 grad_*._l Virt/40
- <void>
- #8 +_d Local/46 │#10 f
- <void> │ -2.00
- #9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41
- <void> │<void>
- #4 *._e Virt/152 │#6 c │
- <void> │ 1.00e+1 │
- #5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│
- <void> │<void> │
- #0 a │#2 b │ │
- 2.00 │ -3.00 │ │
- #1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │
- <void> │<void> │ │
- |}];
+ [%expect.unreachable];
(* Only now compile the SGD update. *)
let sgd_routine = Train.to_routine (module Backend) grad_routine.context IDX.empty sgd in
(* Now we update the params, but are not doing the forward and backward passes: only params values
@@ -450,48 +281,39 @@ let%expect_test "Simple gradients virtual" =
always be recomputed using the latest parameter state. *)
Train.run sgd_routine;
Tensor.print_tree ~with_grad:true ~depth:9 l;
- [%expect
- {|
- #12 *._l
- -8.00
- #13 grad_*._l Virt/40
- <void>
- #8 +_d Local/46 │#10 f
- <void> │ -2.40
- #9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41
- <void> │<void>
- #4 *._e Virt/152 │#6 c │
- <void> │ 1.02e+1 │
- #5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│
- <void> │<void> │
- #0 a │#2 b │ │
- 1.40 │ -2.60 │ │
- #1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │
- <void> │<void> │ │
- |}];
+ [%expect.unreachable];
(* 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. *)
Train.run grad_routine;
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 │#10 f
- <void> │ -2.40
- #9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41
- <void> │<void>
- #4 *._e Virt/152 │#6 c │
- <void> │ 1.02e+1 │
- #5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│
- <void> │<void> │
- #0 a │#2 b │ │
- 1.40 │ -2.60 │ │
- #1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │
- <void> │<void> │ │
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 152 inconsistent for e")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 622, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
+ Called from Tutorials__Zero2hero_1of7.(fun) in file "test/zero2hero_1of7.ml", line 401, characters 21-73
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "tanh plot" =
Tensor.unsafe_reinitialize ();
@@ -510,21 +332,34 @@ let%expect_test "2D neuron hosted" =
let routine = Train.to_routine (module Backend) ctx IDX.empty update in
Train.run routine;
Tensor.print_tree ~with_grad:true ~depth:9 v;
- [%expect
- {|
- #8 +_v
- 7.00e-1
- #9 grad_+_v
- 1.00
- #6 * │#0 b
- -6.00 │ 6.70
- #7 grad_* │#1 grad_b
- 1.00 │ 1.00
- #2 w │#4 x │
- -3.00 1.00 │ 2.00 0.00 │
- #3 grad_w │#5 grad_x │
- 2.00 0.00 │ -3.00 1.00 │
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 152 inconsistent for n10")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 622, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
+ Called from Tutorials__Zero2hero_1of7.(fun) in file "test/zero2hero_1of7.ml", line 510, characters 16-70
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "2D neuron virtual" =
Tensor.unsafe_reinitialize ();
@@ -537,18 +372,31 @@ let%expect_test "2D neuron virtual" =
let routine = Train.to_routine (module Backend) ctx IDX.empty update in
Train.run routine;
Tensor.print_tree ~with_grad:true ~depth:9 v;
- [%expect
- {|
- #8 +_v
- 7.00e-1
- #9 grad_+_v Virt/40
- <void>
- #6 * Local/46 │#0 b
- <void> │ 6.70
- #7 grad_* Virt/40 │#1 grad_b Local/46
- <void> │<void>
- #2 w │#4 x │
- -3.00 1.00 │ 2.00 0.00 │
- #3 grad_w Local/46│#5 grad_x Local/46│
- <void> │<void> │
- |}]
+ [%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
+ "Tnode.update_emory_mode: update 40 -> 151 inconsistent for n6.grad")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 616, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
+ Called from Tutorials__Zero2hero_1of7.(fun) in file "test/zero2hero_1of7.ml", line 537, characters 16-70
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
File "test/primitive_ops.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/primitive_ops.ml _build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/primitive_ops.ml.corrected
diff --git a/_build/default/test/primitive_ops.ml b/_build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/primitive_ops.ml.corrected
index 17afc2d..d095e04 100644
--- a/_build/default/test/primitive_ops.ml
+++ b/_build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/primitive_ops.ml.corrected
@@ -53,740 +53,474 @@ let%expect_test "relu" =
let%op f x = relu x in
let plot_box = plot_unop ~f () in
PrintBox_text.output Stdio.stdout plot_box;
- [%expect
- {|
- ┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 5.00│ #│
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ # │
- │f │ # │
- │( │ ## │
- │x │ # │
- │) │ # │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ * ******************************* **** ******* ****│
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ ## │
- │ 0.00│**** *** *** *** ********-*************** ********- - - - - - - - - - │
- ├─────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │-5.00 5.00│
- │ │ x │
- └─────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 151 inconsistent for relu_f_x.grad")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 616, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
+ Called from Tutorials__Primitive_ops.plot_unop in file "test/primitive_ops.ml", line 35, characters 19-72
+ Called from Tutorials__Primitive_ops.(fun) in file "test/primitive_ops.ml", line 54, characters 17-32
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "sat01" =
let%op f x = sat01 x in
let plot_box = plot_unop ~f () in
PrintBox_text.output Stdio.stdout plot_box;
- [%expect
- {|
- ┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 1.00│ * *********###################### #### ####### ####│
- │ │ │
- │ │ # │
- │ │ │
- │ │ │
- │ │ │
- │ │ # │
- │ │ │
- │ │ │
- │ │ │
- │ │ # │
- │ │ │
- │ │ │
- │ │ │
- │ │ # │
- │ │ │
- │ │ │
- │ │ │
- │f │ # │
- │( │ │
- │x │ │
- │) │ │
- │ │ # │
- │ │ │
- │ │ │
- │ │ │
- │ │ # │
- │ │ │
- │ │ │
- │ │ │
- │ │ # │
- │ │ │
- │ │ │
- │ │ │
- │ │ # │
- │ │ │
- │ │ │
- │ │ │
- │ │ # │
- │ 0.00│**** *** *** *** ********-*************** ********- - ********************** **** *******-****│
- ├─────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │-5.00 5.00│
- │ │ x │
- └─────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 151 inconsistent for sat01_f_x.grad")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 616, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
+ Called from Tutorials__Primitive_ops.plot_unop in file "test/primitive_ops.ml", line 35, characters 19-72
+ Called from Tutorials__Primitive_ops.(fun) in file "test/primitive_ops.ml", line 107, characters 17-32
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "exp(x)" =
let%op f x = exp x in
let plot_box = plot_unop ~f ~x_max:1.0 () in
PrintBox_text.output Stdio.stdout plot_box;
- [%expect
- {|
- ┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 2.71│ *│
- │ │ │
- │ │ │
- │ │ * │
- │ │ │
- │ │ * │
- │ │ │
- │ │ * │
- │ │ │
- │ │ * │
- │ │ │
- │ │ * │
- │ │ * │
- │ │ │
- │ │ * │
- │ │ * │
- │ │ │
- │ │ * │
- │f │ * │
- │( │ * │
- │x │ │
- │) │ * │
- │ │ * │
- │ │ * │
- │ │ * │
- │ │ * │
- │ │ ** │
- │ │ * │
- │ │ * │
- │ │ ** │
- │ │ ** │
- │ │ ** │
- │ │ * │
- │ │ ** │
- │ │ *** │
- │ │ **** │
- │ │ ***** │
- │ │ ******* │
- │ │ *********** │
- │ 0.00│********* ************ ************** * - - - - - - - - - - - - │
- ├─────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │-5.00 1.00│
- │ │ x │
- └─────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 151 inconsistent for exp_f_x.grad")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 616, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
+ Called from Tutorials__Primitive_ops.plot_unop in file "test/primitive_ops.ml", line 35, characters 19-72
+ Called from Tutorials__Primitive_ops.(fun) in file "test/primitive_ops.ml", line 160, characters 17-43
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "log(x)" =
let%op f x = log x in
let plot_box = plot_unop ~f ~x_min:0.1 ~x_max:5.0 () in
PrintBox_text.output Stdio.stdout plot_box;
- [%expect
- {|
- ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 1.00e+1│* │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ * │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ * │
- │ │ │
- │f │ │
- │( │ * │
- │x │ │
- │) │ │
- │ │ * │
- │ │ * │
- │ │ * │
- │ │ * │
- │ │ ** │
- │ │ ** #############│
- │ │ *** ################### #### │
- │ │ ****** ######### #### ## │
- │ │ ******** *****##### #### │
- │ │ ###### ## ***** ************* **** ********************* ******* │
- │ │- - - - ####### - - - - - - - - - - - - - **********│
- │ │ ### # │
- │ │ #### │
- │ │ ## │
- │ │ ## │
- │ │ ## │
- │ │ # │
- │ -2.30 │# │
- ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │1.00e-1 5.00│
- │ │ x │
- └────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 151 inconsistent for log_f_x.grad")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 616, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
+ Called from Tutorials__Primitive_ops.plot_unop in file "test/primitive_ops.ml", line 35, characters 19-72
+ Called from Tutorials__Primitive_ops.(fun) in file "test/primitive_ops.ml", line 213, characters 17-54
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "log2(x)" =
let%op f x = log2 x in
let plot_box = plot_unop ~f ~x_min:0.1 ~x_max:5.0 () in
PrintBox_text.output Stdio.stdout plot_box;
- [%expect
- {|
- ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 1.44e+1│* │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ * │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ * │
- │ │ │
- │f │ │
- │( │ * │
- │x │ │
- │) │ │
- │ │ * │
- │ │ * │
- │ │ * │
- │ │ * │
- │ │ ** │
- │ │ ** #############│
- │ │ *** ################### #### │
- │ │ ****** ######### #### ## │
- │ │ ******** *****##### #### │
- │ │ ###### ## ***** ************* **** ********************* ******* │
- │ │- - - - ####### - - - - - - - - - - - - - **********│
- │ │ ### # │
- │ │ #### │
- │ │ ## │
- │ │ ## │
- │ │ ## │
- │ │ # │
- │ -3.32 │# │
- ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │1.00e-1 5.00│
- │ │ x │
- └────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 151 inconsistent for log2_f_x.grad")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 616, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
+ Called from Tutorials__Primitive_ops.plot_unop in file "test/primitive_ops.ml", line 35, characters 19-72
+ Called from Tutorials__Primitive_ops.(fun) in file "test/primitive_ops.ml", line 266, characters 17-54
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "sin(x)" =
let%op f x = sin x in
let plot_box = plot_unop ~f () in
PrintBox_text.output Stdio.stdout plot_box;
- [%expect
- {|
- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 9.99e-1 │ # │
- │ │#### ## *** ** ### ### │
...TRUNCATED BY DUNE...
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
+ Called from Tutorials__Primitive_ops.plot_unop in file "test/primitive_ops.ml", line 35, characters 19-72
+ Called from Tutorials__Primitive_ops.(fun) in file "test/primitive_ops.ml", line 478, characters 17-32
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "sqrt(x)" =
let%op f x = sqrt x in
let plot_box = plot_unop ~f ~x_min:0.1 ~x_max:5.0 () in
PrintBox_text.output Stdio.stdout plot_box;
- [%expect
- {|
- ┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 2.23│ #│
- │ │ ##### │
- │ │ ##### │
- │ │ #### │
- │ │ ## ## │
- │ │ ##### │
- │ │ #### │
- │ │ ##### │
- │ │ #### │
- │ │ ## # │
- │ │ # ## │
- │ │ ### │
- │ │* #### │
- │ │ #### │
- │ │ # # │
- │ │ ### │
- │ │ ### │
- │ │ * ### │
- │f │ ## │
- │( │ ### │
- │x │ * ### │
- │) │ ## │
- │ │ * ## │
- │ │ # ## │
- │ │ * ## │
- │ │ * ## │
- │ │ ** # │
- │ │ *# │
- │ │ # ** │
- │ │ ## *** │
- │ │ # * * │
- │ │ # ***** │
- │ │ # ******** │
- │ │ # * ********** │
- │ │# * ************* **** │
- │ │ * ********************* ************ │
- │ │ *****│
- │ │ │
- │ │ │
- │ 0.00│- - - - - - - - - - - - - - - - - - - - │
- ├─────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │1.00e-1 5.00│
- │ │ x │
- └─────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 151 inconsistent for sqrt_f_x.grad")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 616, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
+ Called from Tutorials__Primitive_ops.plot_unop in file "test/primitive_ops.ml", line 35, characters 19-72
+ Called from Tutorials__Primitive_ops.(fun) in file "test/primitive_ops.ml", line 531, characters 17-54
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "recip(x)" =
let%op f x = recip x in
let plot_box = plot_unop ~f ~x_min:0.1 ~x_max:5.0 () in
PrintBox_text.output Stdio.stdout plot_box;
- [%expect
- {|
- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 1.00e+1 │# │
- │ │ │
- │ │ ## │
- │ │ ######### │
- │ │- - - ###-**************-********** *************-****-********************* *****************│
- │ │ ******* │
- │ │ ** │
- │ │ * │
- │ │ * │
- │ │ │
- │ │ * │
- │ │ │
- │ │ │
- │ │ * │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │f │ │
- │( │ │
- │x │ * │
- │) │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ -1.00e+2│* │
- ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │1.00e-1 5.00│
- │ │ x │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 151 inconsistent for recip_f_x.grad")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 616, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
+ Called from Tutorials__Primitive_ops.plot_unop in file "test/primitive_ops.ml", line 35, characters 19-72
+ Called from Tutorials__Primitive_ops.(fun) in file "test/primitive_ops.ml", line 584, characters 17-54
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "recip_sqrt(x)" =
let%op f x = recip_sqrt x in
let plot_box = plot_unop ~f ~x_min:0.1 ~x_max:5.0 () in
PrintBox_text.output Stdio.stdout plot_box;
- [%expect
- {|
- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 3.16 │# │
- │ │ │
- │ │ ## │
- │ │ ## │
- │ │ ####### │
- │ │ ### ############## ##### │
- │ │ ##### ############# #### ##################### #################│
- │ │- - - - - - -********** *************-****-********************* *****************│
- │ │ * ************** │
- │ │ **** │
- │ │ *** │
- │ │ * │
- │ │ * │
- │ │ * │
- │ │ │
- │ │ * │
- │ │ │
- │ │ │
- │f │ │
- │( │ * │
- │x │ │
- │) │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ * │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ -1.58e+1│* │
- ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │1.00e-1 5.00│
- │ │ x │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 151 inconsistent for recip_sqrt_f_x.grad")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 616, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
+ Called from Tutorials__Primitive_ops.plot_unop in file "test/primitive_ops.ml", line 35, characters 19-72
+ Called from Tutorials__Primitive_ops.(fun) in file "test/primitive_ops.ml", line 637, characters 17-54
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "tanh(x)" =
let%op f x = tanh x in
let plot_box = plot_unop ~f () in
PrintBox_text.output Stdio.stdout plot_box;
- [%expect
- {|
- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 9.99e-1 │ #│
- │ │ ** * ############## #### ####### ### │
- │ │ * * #### │
- │ │ * * ## │
- │ │ * * # │
- │ │ * * ## │
- │ │ # │
- │ │ * * │
- │ │ * * │
- │ │ # │
- │ │ * # * │
- │ │ * * │
- │ │ # │
- │ │ * # * │
- │ │ * * │
- │ │ * # * │
- │ │ ** ** │
- │ │ ** # ** │
- │f │ ** ** │
- │( │ * ***** # ****** │
- │x │**** *** *** *** ********- - - - - - - - - - ******* **** *******-****│
- │) │ # │
- │ │ │
- │ │ # │
- │ │ │
- │ │ # │
- │ │ │
- │ │ # │
- │ │ # │
- │ │ │
- │ │ # │
- │ │ # │
- │ │ # │
- │ │ │
- │ │ # │
- │ │ ## │
- │ │ # │
- │ │ ## │
- │ │ #### │
- │ -9.99e-1│#### ### ### ### ######## ###### │
- ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │-5.00 5.00│
- │ │ x │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 151 inconsistent for tanh_f_x.grad")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 616, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
+ Called from Tutorials__Primitive_ops.plot_unop in file "test/primitive_ops.ml", line 35, characters 19-72
+ Called from Tutorials__Primitive_ops.(fun) in file "test/primitive_ops.ml", line 690, characters 17-32
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "where(x < 0, sin(x), cos(x))" =
let%op f x = where (x < !.0.) (sin x) (cos x) in
let plot_box = plot_unop ~f () in
PrintBox_text.output Stdio.stdout plot_box;
- [%expect
- {|
- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 9.99e-1 │ # * │
- │ │#### ## *** ## ** ***│
- │ │ # ** ## * │
- │ │ # * # * │
- │ │ # * │
- │ │ # * # * │
- │ │ * # │
- │ │ # * # * │
- │ │ # * │
- │ │ * # │
- │ │ # * # * │
- │ │ │
- │ │ # * # * │
- │ │ # * │
- │ │* * # #│
- │ │ # * │
- │ │ * * # # │
- │ │ # * │
- │f │ * * # # │
- │( │ # * │
- │x │- * - - - - - - *- - - - - - # - - - - - -# │
- │) │ # * * │
- │ │ * * # # │
- │ │ # # * * │
- │ │ * * # # │
- │ │ # # * * │
- │ │ * * # # │
- │ │ # # * * │
- │ │ * * # # │
- │ │ # * # * # * │
- │ │ * # # * * # │
- │ │ * * # # │
- │ │ # # * * │
- │ │ * * # * # # │
- │ │ * * * # │
- │ │ * # # * * # │
- │ │ * * # # * * # # │
- │ │ * * # # * * # # │
- │ │ ** * # # * * # ## │
- │ -9.99e-1│ * ***** ####### ******* #### # │
- ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │-5.00 5.00│
- │ │ x │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 151 inconsistent for n12")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 616, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in fle "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
+ Called from Tutorials__Primitive_ops.plot_unop in file "test/primitive_ops.ml", line 35, characters 19-72
+ Called from Tutorials__Primitive_ops.(fun) in file "test/primitive_ops.ml", line 743, characters 17-32
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
File "test/moons_demo_parallel.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/moons_demo_parallel.ml _build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/moons_demo_parallel.ml.corrected
diff --git a/_build/default/test/moons_demo_parallel.ml b/_build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/moons_demo_parallel.ml.corrected
index ce09725..5dffa84 100644
--- a/_build/default/test/moons_demo_parallel.ml
+++ b/_build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/moons_demo_parallel.ml.corrected
@@ -105,4 +105,31 @@ 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. *)
+ (Invalid_argument
+ "Tnode.update_memory_mode: update 40 -> 152 inconsistent for n39")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 622, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.example_train_loop in file "lib/train.ml", line 408, characters 20-89
+ 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
+ |}]
File "test/micrograd_demo.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/micrograd_demo.ml _build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/micrograd_demo.ml.corrected
diff --git a/_build/default/test/micrograd_demo.ml b/_build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/micrograd_demo.ml.corrected
index 59a566d..0858a34 100644
--- a/_build/default/test/micrograd_demo.ml
+++ b/_build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/micrograd_demo.ml.corrected
@@ -31,57 +31,38 @@ let%expect_test "Micrograd README basic example" =
let step = Train.to_routine (module Backend) ctx IDX.empty update in
Train.run step;
Tensor.print ~with_code:false ~with_grad:false `Default g;
- [%expect
- {|
- ┌────────────────────┐
- │[75]: +_g shape 0:1 │
- │┌┬─────────┐ │
- │││axis 0 │ │
- │├┼─────────┤ │
- │││ 2.47e+1 │ │
- │└┴─────────┘ │
- └────────────────────┘
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:true `Default a;
- [%expect
- {|
- ┌─────────────────┐
- │[0]: a shape 0:1 │
- │┌┬───────┐ │
- │││axis 0 │ │
- │├┼───────┤ │
- │││ -4.00 │ │
- │└┴───────┘ │
- └─────────────────┘
- ┌────────────────────────┐
- │[0]: a shape 0:1 grad_a│
- │┌┬─────────┐ │
- │││axis 0 │ │
- │├┼─────────┤ │
- │││ 1.38e+2 │ │
- │└┴─────────┘ │
- └────────────────────────┘
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:true `Default b;
- [%expect
- {|
- ┌─────────────────┐
- │[2]: b shape 0:1 │
- │┌┬──────┐ │
- │││axis 0│ │
- │├┼──────┤ │
- │││ 2.00 │ │
- │└┴──────┘ │
- └─────────────────┘
- ┌────────────────────────┐
- │[2]: b shape 0:1 grad_b│
- │┌┬─────────┐ │
- │││axis 0 │ │
- │├┼─────────┤ │
- │││ 6.45e+2 │ │
- │└┴─────────┘ │
- └────────────────────────┘
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 152 inconsistent for n21")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 622, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
+ Called from Tutorials__Micrograd_demo.(fun) in file "test/micrograd_demo.ml", line 31, characters 13-67
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "Micrograd half-moons example" =
Tensor.unsafe_reinitialize ();
@@ -180,223 +161,34 @@ let%expect_test "Micrograd half-moons example" =
in
Stdio.printf "Half-moons scatterplot and decision boundary:\n%!";
PrintBox_text.output Stdio.stdout plot_moons;
- [%expect
- {|
- Half-moons scatterplot and decision boundary:
- ┌────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │****************************#***********************************************************************│
- │****************************###***###***#***********************************************************│
- │***************************#********#***#***********************************************************│
- │********************#*********************##*#*#****************************************************│
- │******************#***#*****##*#*#*#****#*#*#*##****************************************************│
- │**************#*#**###**#*##**##********#**#****###**#**********************************************│
- │***********#***##***#**##*****************#*#*##*###**********************************************..│
- │***************#**###******************************##*#******************************************...│
- │*************#*****#******************************#*#***#*#*************************************....│
- │*********#***#******************......************##*###**#************************************.....│
- │******#***#*#*#****************........******************#*#*********************************.......│
- │*****###****#****************...........****************#***********************************........│
- │*******#*###****************.............******************#*#*****************************.........│
- │**********##***************.......%%......***************#**##****************************..........│
- │*****#***#****************......%..%%......*********************************************..........%.│
- │**####*******************......%..%..........****************##*#**********************........%...%│
- │****#*******************.......%%..%..........***************#*#**********************.........%....│
- │*#****##***************.........%....%.........************##***#********************.......%...%%..│
- │****#*#***************.........%..%.%...........*************#**#*******************..........%.%...│
- │##*##****************............%...............**************#*##****************.........%.%.%%%.│
- │**#####************............%...%%.............*******************************...........%..%.%..│
- │******************...............%.%.%%............*********#*#*#*#*************................%%..│
- │***##************................%..%..%............************#*#************.............%...%...│
- │##**#***********...................%...%.............********#**###***********...........%.%%.......│
- │###************..................%.%.%................***********##**********..................%....│
- │**##**********.........................................**********#*********.............%%.%..%.....│
- │**#**********......................%%...................********##********..............%%.%........│
- │************..........................%..................****#**#********...................%.......│
- │***********.........................%%.%..................*****##******...............%..%..........│
- │**********.............................%%..................***********.................%%.%%........│
- │*********..............................%...%................*******.....................%%%.........│
- │********...................................%..%....................................%.....%..........│
- │*******.................................%%..%.%................................%.%.%.%%.............│
- │******.....................................%%.%...%%.%.......................%%%....%.%.%...........│
- │*****....................................%.....%.%..%....................%.....%%.%.%...............│
- │****........................................%%...%.%%%%..%.......%.........%%.%%....................│
- │***...............................................%..%.......%..%%%%...%.%..%.%.....................│
- │**.................................................%.%.%............%..%...%........................│
- │*.................................................%....%.%......%%...%.%............................│
- │..........................................................%..%......%%%.............................│
- └────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}];
+ [%expect.unreachable];
Stdio.printf "Loss:\n%!";
let plot_loss =
PrintBox_utils.plot ~x_label:"step" ~y_label:"loss"
[ Line_plot { points = Array.of_list_rev !losses; content = PrintBox.line "-" } ]
in
PrintBox_text.output Stdio.stdout plot_loss;
- [%expect
- {|
- Loss:
- ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 3.79e+1│- │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │l │ │
- │o │ │
- │s │ │
- │s │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │- │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │- - - │
- │ 0.00 │----------------------------------------------------------------------------------------------------│
- ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │0.00 3.99e+2│
- │ │ step │
- └────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}];
+ [%expect.unreachable];
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:
- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 3.63 │- │
- │ │ │
- │ │ │
- │ │ │
- │ │- │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │- │
- │ │ - - │
- │ │ - - - │
- │ │------ - │
- │ │ ---- - - --- - - - - - │
- │ │ -- - - - --- -- - -- - │
- │ │ - -- - - --- - - --- ----- - -- │
- │l │ -- - - - - --- - - - │
- │o │ - - - -- - -- - - - - - │
- │g │ - - - - -- - - - - - - - │
- │ │ - - - -- - - - -- - - - │
- │l │ - - -- -- - - - - -│
- │o │ - - - - - - - - - - - │
- │s │ - - - - -- - │
- │s │ - - │
- │ │ - - - - - - - - - │
- │ │ - - - - - │
- │ │ - - │
- │ │ - - - │
- │ │ - - │
- │ │ │
- │ │ - │
- │ │ - │
- │ │ │
- │ │ │
- │ │ │
- │ │ │
- │ │ - │
- │ │ │
- │ │ │
- │ -1.00e+1│ - - - - ----- -- --------------- ---------------------------------------------------------│
- ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │0.00 3.99e+2│
- │ │ step │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}];
+ [%expect.unreachable];
Stdio.printf "\nLearning rate:\n%!";
let plot_lr =
PrintBox_utils.plot ~x_label:"step" ~y_label:"learning rate"
[ Line_plot { points = Array.of_list_rev !learning_rates; content = PrintBox.line "-" } ]
in
PrintBox_text.output Stdio.stdout plot_lr;
- [%expect
- {|
- Learning rate:
- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ -1.00e-1│ -│
- │ │ ---│
- │ │ ---- │
- │ │ --- │
- │ │ ---- │
- │ │ --- │
- │ │ --- │
- │ │ --- │
- │ │ --- │
- │ │ ---- │
- │ │ --- │
- │ │ ---- │
- │ │ --- │
- │l │ ---- │
- │e │ --- │
- │a │ --- │
- │r │ --- │
- │n │ --- │
- │i │ ---- │
- │n │ --- │
- │g │ ---- │
- │ │ --- │
- │r │ ---- │
- │a │ --- │
- │t │ --- │
- │e │ --- │
- │ │ --- │
- │ │ ---- │
- │ │ --- │
- │ │ ---- │
- │ │ --- │
- │ │ ---- │
- │ │ --- │
- │ │ --- │
- │ │ --- │
- │ │ --- │
- │ │ ---- │
- │ │ --- │
- │ │ ---- │
- │ -2.00e-1│--- │
- ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ │0.00 3.99e+2│
- │ │ step │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}];
+ [%expect.unreachable];
(* Testing how the syntax extension %op creates labels for the resulting tensors: *)
Stdio.printf "mlp_result's name: %s\n%!" @@ Tensor.debug_name mlp_result;
(* Note: mlp_result is not included in the resulting tensor's label, because the identifier label
does not propagate across function calls. *)
- [%expect {| mlp_result's name: mlp_point |}];
+ [%expect.unreachable];
(Stdio.printf "(mlp moons_input) name: %s\n%!"
@@ Tensor.debug_name
@@
@@ -410,4 +202,31 @@ let%expect_test "Micrograd half-moons example" =
] ->
subtensor
| _ -> assert false);
- [%expect {| (mlp moons_input) name: mlp_moons_input |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 152 inconsistent for n39")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 622, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82
+ Called from Tutorials__Micrograd_demo.(fun) in file "test/micrograd_demo.ml", line 137, characters 4-83
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
File "test/hello_world_op.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/hello_world_op.ml _build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/hello_world_op.ml.corrected
diff --git a/_build/default/test/hello_world_op.ml b/_build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/hello_world_op.ml.corrected
index 9209a3a..01fe8ce 100644
--- a/_build/default/test/hello_world_op.ml
+++ b/_build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/hello_world_op.ml.corrected
@@ -32,17 +32,36 @@ let%expect_test "Pointwise multiplication dims 1" =
Train.forward_and_forget backend ctx y;
Tensor.print ~with_code:false ~with_grad:false `Default @@ y;
- [%expect
- {|
- ┌────────────────────┐
- │[3]: *._y shape 0:1 │
- │┌┬─────────┐ │
- │││axis 0 │ │
- │├┼─────────┤ │
- │││ 1.40e+1 │ │
- │└┴─────────┘ │
- └────────────────────┘
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 152 inconsistent for n2")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 622, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 500, characters 25-95
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 491-504, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 508, characters 12-75
+ Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 32, characters 2-40
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "Matrix multiplication dims 1x1" =
Tensor.unsafe_reinitialize ();
@@ -63,29 +82,38 @@ let%expect_test "Matrix multiplication dims 1x1" =
Train.forward_and_forget backend ctx y;
(* Punning for ["hey"] above introduced the [hey] identifier. *)
Tensor.print ~with_code:false ~with_grad:false `Default @@ hey;
- [%expect
- {|
- ┌────────────────────────┐
- │[0]: hey shape 1:1->0:1 │
- │┌──────┬──────┐ │
- ││ │axis 1│ │
- │├──────┼──────┤ │
- ││axis 0│ 7.00 │ │
- │└──────┴──────┘ │
- └────────────────────────┘
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ y;
- [%expect
- {|
- ┌───────────────────┐
- │[6]: +_y shape 0:1 │
- │┌┬─────────┐ │
- │││axis 0 │ │
- │├┼─────────┤ │
- │││ 1.50e+1 │ │
- │└┴─────────┘ │
- └───────────────────┘
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 152 inconsistent for n2")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 622, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 500, characters 25-95
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 491-504, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 508, characters 12-75
+ Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 63, characters 2-40
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "Print constant tensor" =
Tensor.unsafe_reinitialize ();
@@ -105,49 +133,15 @@ 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
- {|
- ┌────────────────────────────────────────────────────────────────────────┐
- │[0]: [ 1.00 , 2.00 , 3.00 ; 4.00 , 5.00 , 6.00 ]_hey shape 1:3->0:2 │
- │┌──────┬──────────────────┐ │
- ││ │axis 1 │ │
- │├──────┼──────────────────┤ │
- ││axis 0│ 1.00 2.00 3.00 │ │
- ││ │ 4.00 5.00 6.00 │ │
- │└──────┴──────────────────┘ │
- └────────────────────────────────────────────────────────────────────────┘
- |}];
+ [%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
- {|
- ┌─────────────────────────────────────────────────────────────────────────────┐
- │[1]: [| [ 1.00 ; 2.00 ; 3.00 ] ; [ 4.00 ; 5.00 ; 6.00 ] |]_hoo shape 0:2|1:3 │
- │┌──────┬──────────────────┐ │
- ││ │axis 1 │ │
- │├──────┼──────────────────┤ │
- ││axis 0│ 1.00 2.00 3.00 │ │
- ││ │ 4.00 5.00 6.00 │ │
- │└──────┴──────────────────┘ │
- └─────────────────────────────────────────────────────────────────────────────┘
- |}];
+ [%expect.unreachable];
let%op hey2 =
[
((1, 2, 3), (4, 5, 6));
@@ -158,31 +152,9 @@ 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
- {|
- ┌────────────────────────────────────────────────────────────────┐
- │[2]: c4x2x3_hey2 shape 1:2,2:3->0:4 │
- │┌──────┬───────────────────────────┬───────────────────────────┐│
- ││ │0 @ 1 │1 @ 1 ││
- ││ │axis 2 │axis 2 ││
- │├──────┼───────────────────────────┼───────────────────────────┤│
- ││axis 0│ 1.00 2.00 3.00 │ 4.00 5.00 6.00 ││
- ││ │ 7.00 8.00 9.00 │ 1.00e+1 1.10e+1 1.20e+1 ││
- ││ │ 1.30e+1 1.40e+1 1.50e+1 │ 1.60e+1 1.70e+1 1.80e+1 ││
- ││ │ 1.90e+1 2.00e+1 2.10e+1 │ 2.20e+1 2.30e+1 2.40e+1 ││
- │└──────┴───────────────────────────┴───────────────────────────┘│
- └────────────────────────────────────────────────────────────────┘
- |}];
+ [%expect.unreachable];
let%op hoo2 =
[|
[ [ 1; 2; 3 ]; [ 4; 5; 6 ] ];
@@ -193,29 +165,9 @@ 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
- {|
- ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │[3]: c4x2x3_hoo2 shape 0:4|1:2,2:3 │
- │┌──────┬──────────────────┬───────────────────────────┬───────────────────────────┬───────────────────────────┐│
- ││ │0 @ 0 │1 @ 0 │2 @ 0 │3 @ 0 ││
- ││ │axis 2 │axis 2 │axis 2 │axis 2 ││
- │├──────┼──────────────────┼───────────────────────────┼───────────────────────────┼───────────────────────────┤│
- ││axis 1│ 1.00 2.00 3.00 │ 7.00 8.00 9.00 │ 1.30e+1 1.40e+1 1.50e+1 │ 1.90e+1 2.00e+1 2.10e+1 ││
- ││ │ 4.00 5.00 6.00 │ 1.00e+1 1.10e+1 1.20e+1 │ 1.60e+1 1.70e+1 1.80e+1 │ 2.20e+1 2.30e+1 2.40e+1 ││
- │└──────┴──────────────────┴───────────────────────────┴───────────────────────────┴───────────────────────────┘│
- └───────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}];
+ [%expect.unreachable];
let%op heyhoo =
[|
[| [ 1; 2; 3 ]; [ 4; 5; 6 ] |];
@@ -226,29 +178,9 @@ 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
- {|
- ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │[4]: c4x2x3_heyhoo shape 0:4,1:2|2:3 │
- │┌──────┬──────────────────┬───────────────────────────┬───────────────────────────┬───────────────────────────┐│
- ││ │0 @ 0 │1 @ 0 │2 @ 0 │3 @ 0 ││
- ││ │axis 2 │axis 2 │axis 2 │axis 2 ││
- │├──────┼──────────────────┼───────────────────────────┼───────────────────────────┼───────────────────────────┤│
- ││axis 1│ 1.00 2.00 3.00 │ 7.00 8.00 9.00 │ 1.30e+1 1.40e+1 1.50e+1 │ 1.90e+1 2.00e+1 2.10e+1 ││
- ││ │ 4.00 5.00 6.00 │ 1.00e+1 1.10e+1 1.20e+1 │ 1.60e+1 1.70e+1 1.80e+1 │ 2.20e+1 2.30e+1 2.40e+1 ││
- │└──────┴──────────────────┴───────────────────────────┴───────────────────────────┴───────────────────────────┘│
- └───────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}];
+ [%expect.unreachable];
let%op heyhoo2 =
[|
[| [ [ 1; 31 ]; [ 2; 32 ]; [ 3; 33 ] ]; [ [ 4; 34 ]; [ 5; 35 ]; [ 6; 36 ] ] |];
@@ -259,54 +191,9 @@ 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
- {|
- ┌──────────────────────────────────────────────┐
- │[5]: c4x2x3x2_heyhoo2 shape 0:4,1:2|2:3,3:2 │
- │┌──────┬──────────────────┬──────────────────┐│
- ││ │0 @ 1 │1 @ 1 ││
- ││ │axis 3 │axis 3 ││
- │├──────┼──────────────────┼──────────────────┤│
- ││0 @ 0 │ 1.00 3.10e+1 │ 4.00 3.40e+1 ││
- ││axis 2│ 2.00 3.20e+1 │ 5.00 3.50e+1 ││
- ││ │ 3.00 3.30e+1 │ 6.00 3.60e+1 ││
- │├──────┼──────────────────┼──────────────────┤│
- ││1 @ 0 │ 7.00 3.70e+1 │ 1.00e+1 4.00e+1 ││
- ││axis 2│ 8.00 3.80e+1 │ 1.10e+1 4.10e+1 ││
- ││ │ 9.00 3.90e+1 │ 1.20e+1 4.20e+1 ││
- │├──────┼──────────────────┼──────────────────┤│
- ││2 @ 0 │ 1.30e+1 4.30e+1 │ 1.60e+1 4.60e+1 ││
- ││axis 2│ 1.40e+1 4.40e+1 │ 1.70e+1 4.70e+1 ││
- ││ │ 1.50e+1 4.50e+1 │ 1.80e+1 4.80e+1 ││
- │├──────┼──────────────────┼──────────────────┤│
- ││3 @ 0 │ 1.90e+1 4.90e+1 │ 2.20e+1 5.20e+1 ││
- ││axis 2│ 2.00e+1 5.00e+1 │ 2.30e+1 5.30e+1 ││
- ││ │ 2.10e+1 5.10e+1 │ 2.40e+1 5.40e+1 ││
- │└──────┴──────────────────┴──────────────────┘│
- └──────────────────────────────────────────────┘
- |}];
+ [%expect.unreachable];
let%op heyhoo3 =
[|
[|
@@ -321,63 +208,9 @@ 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
- {|
- ┌──────────────────────────────────────────────────┐
- │[6]: c2x2x2x3x2_heyhoo3 shape 0:2,1:2|2:2,3:3,4:2 │
- │┌──────┬───────────────┬──────────────────┐ │
- ││0 @ 0 │0 @ 2 │1 @ 2 │ │
- ││ │axis 4 │axis 4 │ │
- │├──────┼───────────────┼──────────────────┤ │
- ││0 @ 1 │ 1.00 3.10e+1 │ 4.00 3.40e+1 │ │
- ││axis 3│ 2.00 3.20e+1 │ 5.00 3.50e+1 │ │
- ││ │ 3.00 3.30e+1 │ 6.00 3.60e+1 │ │
- │├──────┼───────────────┼──────────────────┤ │
- ││1 @ 1 │ 7.00 3.70e+1 │ 1.00e+1 4.00e+1 │ │
- ││axis 3│ 8.00 3.80e+1 │ 1.10e+1 4.10e+1 │ │
- ││ │ 9.00 3.90e+1 │ 1.20e+1 4.20e+1 │ │
- │└──────┴───────────────┴──────────────────┘ │
- ├──────────────────────────────────────────────────┤
- │┌──────┬──────────────────┬──────────────────┐ │
- ││1 @ 0 │0 @ 2 │1 @ 2 │ │
- ││ │axis 4 │axis 4 │ │
- │├──────┼──────────────────┼──────────────────┤ │
- ││0 @ 1 │ 1.30e+1 4.30e+1 │ 1.60e+1 4.60e+1 │ │
- ││axis 3│ 1.40e+1 4.40e+1 │ 1.70e+1 4.70e+1 │ │
- ││ │ 1.50e+1 4.50e+1 │ 1.80e+1 4.80e+1 │ │
- │├──────┼──────────────────┼──────────────────┤ │
- ││1 @ 1 │ 1.90e+1 4.90e+1 │ 2.20e+1 5.20e+1 │ │
- ││axis 3│ 2.00e+1 5.00e+1 │ 2.30e+1 5.30e+1 │ │
- ││ │ 2.10e+1 5.10e+1 │ 2.40e+1 5.40e+1 │ │
- │└──────┴──────────────────┴──────────────────┘ │
- └──────────────────────────────────────────────────┘
- |}];
+ [%expect.unreachable];
let%op heyhoo4 =
[|
[
@@ -392,63 +225,22 @@ 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
- {|
- ┌───────────────────────────────────────────────────┐
- │[7]: c2x2x2x3x2_heyhoo4 shape 0:2|4:2->1:2,2:2,3:3 │
- │┌──────┬───────────────┬──────────────────┐ │
- ││0 @ 0 │0 @ 2 │1 @ 2 │ │
- ││ │axis 4 │axis 4 │ │
- │├──────┼───────────────┼──────────────────┤ │
- ││0 @ 1 │ 1.00 3.10e+1 │ 4.00 3.40e+1 │ │
- ││axis 3│ 2.00 3.20e+1 │ 5.00 3.50e+1 │ │
- ││ │ 3.00 3.30e+1 │ 6.00 3.60e+1 │ │
- │├──────┼───────────────┼──────────────────┤ │
- ││1 @ 1 │ 7.00 3.70e+1 │ 1.00e+1 4.00e+1 │ │
- ││axis 3│ 8.00 3.80e+1 │ 1.10e+1 4.10e+1 │ │
- ││ │ 9.00 3.90e+1 │ 1.20e+1 4.20e+1 │ │
- │└──────┴───────────────┴──────────────────┘ │
- ├───────────────────────────────────────────────────┤
- │┌──────┬──────────────────┬──────────────────┐ │
- ││1 @ 0 │0 @ 2 │1 @ 2 │ │
- ││ │axis 4 │axis 4 │ │
- │├──────┼──────────────────┼──────────────────┤ │
- ││0 @ 1 │ 1.30e+1 4.30e+1 │ 1.60e+1 4.60e+1 │ │
- ││axis 3│ 1.40e+1 4.40e+1 │ 1.70e+1 4.70e+1 │ │
- ││ │ 1.50e+1 4.50e+1 │ 1.80e+1 4.80e+1 │ │
- │├──────┼──────────────────┼──────────────────┤ │
- ││1 @ 1 │ 1.90e+1 4.90e+1 │ 2.20e+1 5.20e+1 │ │
- ││axis 3│ 2.00e+1 5.00e+1 │ 2.30e+1 5.30e+1 │ │
- ││ │ 2.10e+1 5.10e+1 │ 2.40e+1 5.40e+1 │ │
- │└──────┴──────────────────┴──────────────────┘ │
- └───────────────────────────────────────────────────┘
- |}]
+ [%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 604-608, characters 2-19
+ Called from Ocannl__Tensor.to_doc in file "lib/tensor.ml", line 666, characters 10-28
+ Called from Ocannl__Tensor.print in file "lib/tensor.ml", line 757, characters 4-63
+ Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 107, characters 2-63
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "Matrix multiplication dims 2x3" =
Tensor.unsafe_reinitialize ();
@@ -468,31 +260,38 @@ 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
- {|
- ┌────────────────────────┐
- │[0]: hey shape 1:2->0:3 │
- │┌──────┬────────────┐ │
- ││ │axis 1 │ │
- │├──────┼────────────┤ │
- ││axis 0│ 7.00 7.00 │ │
- ││ │ 7.00 7.00 │ │
- ││ │ 7.00 7.00 │ │
- │└──────┴────────────┘ │
- └────────────────────────┘
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ y;
- [%expect
- {|
- ┌──────────────────────────────┐
- │[6]: +_y shape 0:3 │
- │┌┬───────────────────────────┐│
- │││axis 0 ││
- │├┼───────────────────────────┤│
- │││ 3.90e+1 4.00e+1 4.10e+1 ││
- │└┴───────────────────────────┘│
- └──────────────────────────────┘
- |}]
+ [%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 1204-1206, characters 12-40
+ Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1204-1206, 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 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 500, characters 25-95
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 491-504, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 508, characters 12-75
+ Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 469, characters 2-40
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "Big matrix" =
Tensor.unsafe_reinitialize ();
@@ -514,72 +313,41 @@ 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
- {|
- ┌──────────────────────────────────────┐
- │[2]: 0...20 shape 0:21 │
- │┌┬───────────────────────────────────┐│
- │││axis 0 ││
- │├┼───────────────────────────────────┤│
- │││ 0.00 1.00 ... 1.90e+1 2.00e+1 ││
- │└┴───────────────────────────────────┘│
- └──────────────────────────────────────┘
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default hey;
- [%expect
- {|
- ┌──────────────────────────────────────────────────┐
- │[0]: hey shape 1:21->0:21 │
- │┌──────┬─────────────────────────────────────────┐│
- ││ │axis 1 ││
- │├──────┼─────────────────────────────────────────┤│
- ││axis 0│ 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ││
- ││ │ 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ││
- ││ │ ... ... ... ... ... ││
- ││ │ 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ││
- ││ │ 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ││
- │└──────┴─────────────────────────────────────────┘│
- └──────────────────────────────────────────────────┘
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default y;
- [%expect
- {|
- ┌────────────────────────────────────────────┐
- │[5]: + shape 0:21 │
- │┌┬─────────────────────────────────────────┐│
- │││axis 0 ││
- │├┼─────────────────────────────────────────┤│
- │││ 1.05e+2 1.06e+2 ... 1.24e+2 1.25e+2 ││
- │└┴─────────────────────────────────────────┘│
- └────────────────────────────────────────────┘
- |}]
+ [%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 1204-1206, characters 12-40
+ Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1204-1206, 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 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 500, characters 25-95
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 491-504, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 508, characters 12-75
+ Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 515, characters 2-40
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "Very big tensor" =
Tensor.unsafe_reinitialize ();
@@ -601,156 +369,36 @@ 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
- {|
- ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │[0]: r6x10x11x7x8x9 shape 0:6|3:7,4:8,5:9->1:10,2:11 │
- │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
- ││0 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││
- ││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││0 @ 1 │ 0.00 1.00 ... 7.00 8.00 │ 9.00 1.00e+1 ... 1.60e+1 1.70e+1 │ ... │ 5.40e+1 5.50e+1 ... 6.10e+1 6.20e+1 │ 6.30e+1 6.40e+1 ... 7.00e+1 7.10e+1 ││
- ││axis 2│ 5.04e+2 5.05e+2 ... 5.11e+2 5.12e+2 │ 5.13e+2 5.14e+2 ... 5.20e+2 5.21e+2 │ │ 5.58e+2 5.59e+2 ... 5.65e+2 5.66e+2 │ 5.67e+2 5.68e+2 ... 5.74e+2 5.75e+2 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 4.53e+3 4.53e+3 ... 4.54e+3 4.54e+3 │ 4.54e+3 4.54e+3 ... 4.55e+3 4.55e+3 │ │ 4.59e+3 4.59e+3 ... 4.59e+3 4.59e+3 │ 4.59e+3 4.60e+3 ... 4.60e+3 4.60e+3 ││
- ││ │ 5.04e+3 5.04e+3 ... 5.04e+3 5.04e+3 │ 5.04e+3 5.05e+3 ... 5.05e+3 5.05e+3 │ │ 5.09e+3 5.09e+3 ... 5.10e+3 5.10e+3 │ 5.10e+3 5.10e+3 ... 5.11e+3 5.11e+3 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││1 @ 1 │ 5.54e+3 5.54e+3 ... 5.55e+3 5.55e+3 │ 5.55e+3 5.55e+3 ... 5.56e+3 5.56e+3 │ ... │ 5.59e+3 5.59e+3 ... 5.60e+3 5.60e+3 │ 5.60e+3 5.60e+3 ... 5.61e+3 5.61e+3 ││
- ││axis 2│ 6.04e+3 6.04e+3 ... 6.05e+3 6.05e+3 │ 6.05e+3 6.05e+3 ... 6.06e+3 6.06e+3 │ │ 6.10e+3 6.10e+3 ... 6.10e+3 6.11e+3 │ 6.11e+3 6.11e+3 ... 6.11e+3 6.11e+3 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 1.00e+4 1.00e+4 ... 1.00e+4 1.00e+4 │ 1.00e+4 1.00e+4 ... 1.00e+4 1.00e+4 │ │ 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 │ 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 ││
- ││ │ 1.05e+4 1.05e+4 ... 1.05e+4 1.05e+4 │ 1.05e+4 1.05e+4 ... 1.06e+4 1.06e+4 │ │ 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 │ 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││~~~~~ │ ... │ ... │ ... │ ... │ ... ││
- ││axis 2│ │ │ │ │ ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││8 @ 1 │ 4.43e+4 4.43e+4 ... 4.43e+4 4.43e+4 │ 4.43e+4 4.43e+4 ... 4.43e+4 4.43e+4 │ ... │ 4.44e+4 4.44e+4 ... 4.44e+4 4.44e+4 │ 4.44e+4 4.44e+4 ... 4.44e+4 4.44e+4 ││
- ││axis 2│ 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 │ 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 │ │ 4.49e+4 4.49e+4 ... 4.49e+4 4.49e+4 │ 4.49e+4 4.49e+4 ... 4.49e+4 4.49e+4 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 4.88e+4 4.88e+4 ... 4.88e+4 4.88e+4 │ 4.88e+4 4.88e+4 ... 4.89e+4 4.89e+4 │ │ 4.89e+4 4.89e+4 ... 4.89e+4 4.89e+4 │ 4.89e+4 4.89e+4 ... 4.89e+4 4.89e+4 ││
- ││ │ 4.93e+4 4.93e+4 ... 4.93e+4 4.94e+4 │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 │ │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││9 @ 1 │ 4.98e+4 4.98e+4 ... 4.99e+4 4.99e+4 │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 │ ... │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 ││
- ││axis 2│ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4│ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 │ │ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 │ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 │ 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 │ │ 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 │ 5.44e+4 5.44e+4 ... 5.45e+4 5.45e+4 ││
- ││ │ 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 │ 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 │ │ 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 │ 5.49e+4 5.50e+4 ... 5.50e+4 5.50e+4 ││
- │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
- ├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
- ││1 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││
- ││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││0 @ 1 │ 5.54e+4 5.54e+4 ... 5.54e+4 5.54e+4 │ 5.54e+4 5.54e+4 ... 5.54e+4 5.54e+4 │ ... │ 5.54e+4 5.54e+4 ... 5.55e+4 5.55e+4 │ 5.55e+4 5.55e+4 ... 5.55e+4 5.55e+4 ││
- ││axis 2│ 5.59e+4 5.59e+4 ... 5.59e+4 5.59e+4 │ 5.59e+4 5.59e+4 ... 5.59e+4 5.59e+4 │ │ 5.59e+4 5.59e+4 ... 5.60e+4 5.60e+4 │ 5.60e+4 5.60e+4 ... 5.60e+4 5.60e+4 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 │ 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 │ │ 6.00e+4 6.00e+4 ... 6.00e+4 6.00e+4 │ 6.00e+4 6.00e+4 ... 6.00e+4 6.00e+4 ││
- ││ │ 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 │ 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 │ │ 6.05e+4 6.05e+4 ... 6.05e+4 6.05e+4 │ 6.05e+4 6.05e+4 ... 6.05e+4 6.05e+4 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││1 @ 1 │ 6.09e+4 6.09e+4 ... 6.09e+4 6.09e+4 │ 6.09e+4 6.09e+4 ... 6.10e+4 6.10e+4 │ ... │ 6.10e+4 6.10e+4 ... 6.10e+4 6.10e+4 │ 6.10e+4 6.10e+4 ... 6.10e+4 6.10e+4 ││
- ││axis 2│ 6.14e+4 6.14e+4 ... 6.14e+4 6.14e+4 │ 6.14e+4 6.14e+4 ... 6.15e+4 6.15e+4 │ │ 6.15e+4 6.15e+4 ... 6.15e+4 6.15e+4 │ 6.15e+4 6.15e+4 ... 6.15e+4 6.15e+4 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 │ │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 ││
- ││ │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 │ │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││~~~~~ │ ... │ ... │ ... │ ... │ ... ││
- ││axis 2│ │ │ │ │ ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││8 @ 1 │ 9.97e+4 9.97e+4 ... 9.97e+4 9.98e+4 │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 │ ... │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 ││
- ││axis 2│ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 │ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 │ │ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 │ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 ││
- ││ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││9 @ 1 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ ... │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 ││
- ││axis 2│ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 │ │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 ││
- ││ │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 ││
- │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
- ├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │ ... │
- ├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
- ││4 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││
- ││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││0 @ 1 │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 │ ... │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 ││
- ││axis 2│ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 ││
- ││ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││1 @ 1 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ ... │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ││
- ││axis 2│ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 │ │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 ││
- ││ │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 │ │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││~~~~~ │ ... │ ... │ ... │ ... │ ... ││
- ││axis 2│ │ │ │ │ ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││8 @ 1 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ ... │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 ││
- ││axis 2│ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 ││
- ││ │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││9 @ 1 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ ... │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 ││
- ││axis 2│ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 ││
- ││ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 ││
- │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
- ├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
- ││5 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││
- ││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││0 @ 1 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ ... │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 ││
- ││axis 2│ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 │ │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 ││
- ││ │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││1 @ 1 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ ... │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ││
- ││axis 2│ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 │ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 │ │ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 │ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 ││
- ││ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││~~~~~ │ ... │ ... │ ... │ ... │ ... ││
- ││axis 2│ │ │ │ │ ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││8 @ 1 │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ ... │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 ││
- ││axis 2│ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 │ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 │ │ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 │ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 ││
- ││ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││9 @ 1 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ ... │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 ││
- ││axis 2│ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 ││
- ││ │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 │ │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 ││
- │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
- └───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}];
+ [%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
- {|
- ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │[6]: -_hoo shape 0:6|1:10,2:11 │
- │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
- ││ │0 @ 0 │1 @ 0 │~~~~~ │4 @ 0 │5 @ 0 ││
- ││ │axis 2 │axis 2 │axis 2│axis 2 │axis 2 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││axis 1│ 2.53e+5 7.61e+5 ... 4.82e+6 5.33e+6 │ 5.61e+7 5.66e+7 ... 6.07e+7 6.12e+7 │ ... │ 2.23e+8 2.24e+8 ... 2.28e+8 2.28e+8 │ 2.79e+8 2.80e+8 ... 2.84e+8 2.84e+8 ││
- ││ │ 5.84e+6 6.34e+6 ... 1.04e+7 1.09e+7 │ 6.17e+7 6.22e+7 ... 6.62e+7 6.68e+7 │ │ 2.29e+8 2.29e+8 ... 2.33e+8 2.34e+8 │ 2.85e+8 2.85e+8 ... 2.89e+8 2.90e+8 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 4.49e+7 4.54e+7 ... 4.95e+7 5.00e+7 │ 1.00e+8 1.01e+8 ... 1.05e+8 1.05e+8 │ │ 2.68e+8 2.69e+8 ... 2.73e+8 2.73e+8 │ 3.24e+8 3.24e+8 ... 3.28e+8 3.29e+8 ││
- ││ │ 5.05e+7 5.10e+7 ... 5.51e+7 5.56e+7 │ 1.06e+8 1.06e+8 ... 1.11e+8 1.11e+8 │ │ 2.74e+8 2.74e+8 ... 2.78e+8 2.79e+8 │ 3.29e+8 3.30e+8 ... 3.34e+8 3.35e+8 ││
- │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
- └───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 40 -> 152 inconsistent for n1")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 622, characters 10-72
+ 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 597, characters 19-42
+ Called from Ir__Low_level.cleanup_virtual_llc.loop_proc in file "arrayjit/lib/low_level.ml", line 597, characters 19-64
+ Called from Ir__Low_level.cleanup_virtual_llc in file "arrayjit/lib/low_level.ml", line 674, characters 36-89
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", line 893, characters 20-94
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 500, characters 25-95
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 491-504, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 508, characters 12-75
+ Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 602, characters 2-42
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
File "test/einsum_trivia.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum_trivia.ml _build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/einsum_trivia.ml.corrected
diff --git a/_build/default/test/einsum_trivia.ml b/_build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/einsum_trivia.ml.corrected
index 35a36fa..5abefed 100644
--- a/_build/default/test/einsum_trivia.ml
+++ b/_build/.sandbox/837eea81bfc6fe9eb93033d4af86bde8/default/test/einsum_trivia.ml.corrected
@@ -28,20 +28,7 @@ let%expect_test "einsum1 permute axes" =
Train.forward_and_forget backend ctx ho;
Tensor.print ~with_code:false ~with_grad:false `Default @@ hey;
[%expect
- {|
- ┌─────────────────────────────────────────────────────────────┐
- │[0]: r2x4x3 shape 0:2|2:3->1:4 │
- │┌──────┬────────────────────────┬───────────────────────────┐│
- ││ │0 @ 0 │1 @ 0 ││
- ││ │axis 2 │axis 2 ││
- │├──────┼────────────────────────┼───────────────────────────┤│
- ││axis 1│ 0.00 1.00 2.00 │ 1.20e+1 1.30e+1 1.40e+1 ││
- ││ │ 3.00 4.00 5.00 │ 1.50e+1 1.60e+1 1.70e+1 ││
- ││ │ 6.00 7.00 8.00 │ 1.80e+1 1.90e+1 2.00e+1 ││
- ││ │ 9.00 1.00e+1 1.10e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││
- │└──────┴────────────────────────┴───────────────────────────┘│
- └─────────────────────────────────────────────────────────────┘
- |}];
+ {| [0]: r2x4x3 shape 0:2|2:3->1:4 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ ho;
[%expect
{|
@@ -64,106 +51,7 @@ let%expect_test "einsum1 permute axes" =
Train.forward_and_forget backend ctx ho2;
Tensor.print ~with_code:false ~with_grad:false `Default @@ hey2;
[%expect
- {|
- ┌────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │[2]: r2x3x6x7x4x5 shape 0:2,1:3|4:4,5:5->2:6,3:7 │
- │┌──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┐│
- ││0 @ 1 │0 @ 4 │1 @ 4 │2 @ 4 │3 @ 4 ││
- ││ │axis 5 │axis 5 │axis 5 │axis 5 ││
- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││0 @ 2 │ 0.00 1.00 2.00 3.00 4.00 │ 5.00 6.00 7.00 8.00 9.00 │ 1.00e+1 1.10e+1 1.20e+1 1.30e+1 1.40e+1 │ 1.50e+1 1.60e+1 1.70e+1 1.80e+1 1.90e+1 ││
- ││axis 3│ 2.00e+1 2.10e+1 2.20e+1 2.30e+1 2.40e+1 │ 2.50e+1 2.60e+1 2.70e+1 2.80e+1 2.90e+1 │ 3.00e+1 3.10e+1 3.20e+1 3.30e+1 3.40e+1 │ 3.50e+1 3.60e+1 3.70e+1 3.80e+1 3.90e+1 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 1.00e+2 1.01e+2 1.02e+2 1.03e+2 1.04e+2 │ 1.05e+2 1.06e+2 1.07e+2 1.08e+2 1.09e+2 │ 1.10e+2 1.11e+2 1.12e+2 1.13e+2 1.14e+2 │ 1.15e+2 1.16e+2 1.17e+2 1.18e+2 1.19e+2 ││
- ││ │ 1.20e+2 1.21e+2 1.22e+2 1.23e+2 1.24e+2 │ 1.25e+2 1.26e+2 1.27e+2 1.28e+2 1.29e+2 │ 1.30e+2 1.31e+2 1.32e+2 1.33e+2 1.34e+2 │ 1.35e+2 1.36e+2 1.37e+2 1.38e+2 1.39e+2 ││
- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││1 @ 2 │ 1.40e+2 1.41e+2 1.42e+2 1.43e+2 1.44e+2 │ 1.45e+2 1.46e+2 1.47e+2 1.48e+2 1.49e+2 │ 1.50e+2 1.51e+2 1.52e+2 1.53e+2 1.54e+2 │ 1.55e+2 1.56e+2 1.57e+2 1.58e+2 1.59e+2 ││
- ││axis 3│ 1.60e+2 1.61e+2 1.62e+2 1.63e+2 1.64e+2 │ 1.65e+2 1.66e+2 1.67e+2 1.68e+2 1.69e+2 │ 1.70e+2 1.71e+2 1.72e+2 1.73e+2 1.74e+2 │ 1.75e+2 1.76e+2 1.77e+2 1.78e+2 1.79e+2 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 2.40e+2 2.41e+2 2.42e+2 2.43e+2 2.44e+2 │ 2.45e+2 2.46e+2 2.47e+2 2.48e+2 2.49e+2 │ 2.50e+2 2.51e+2 2.52e+2 2.53e+2 2.54e+2 │ 2.55e+2 2.56e+2 2.57e+2 2.58e+2 2.59e+2 ││
- ││ │ 2.60e+2 2.61e+2 2.62e+2 2.63e+2 2.64e+2 │ 2.65e+2 2.66e+2 2.67e+2 2.68e+2 2.69e+2 │ 2.70e+2 2.71e+2 2.72e+2 2.73e+2 2.74e+2 │ 2.75e+2 2.76e+2 2.77e+2 2.78e+2 2.79e+2 ││
- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││~~~~~ │ ... │ ... │ ... │ ... ││
- ││axis 3│ │ │ │ ││
- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││4 @ 2 │ 5.60e+2 5.61e+2 5.62e+2 5.63e+2 5.64e+2 │ 5.65e+2 5.66e+2 5.67e+2 5.68e+2 5.69e+2 │ 5.70e+2 5.71e+2 5.72e+2 5.73e+2 5.74e+2 │ 5.75e+2 5.76e+2 5.77e+2 5.78e+2 5.79e+2 ││
- ││axis 3│ 5.80e+2 5.81e+2 5.82e+2 5.83e+2 5.84e+2 │ 5.85e+2 5.86e+2 5.87e+2 5.88e+2 5.89e+2 │ 5.90e+2 5.91e+2 5.92e+2 5.93e+2 5.94e+2 │ 5.95e+2 5.96e+2 5.97e+2 5.98e+2 5.99e+2 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 6.60e+2 6.61e+2 6.62e+2 6.63e+2 6.64e+2 │ 6.65e+2 6.66e+2 6.67e+2 6.68e+2 6.69e+2 │ 6.70e+2 6.71e+2 6.72e+2 6.73e+2 6.74e+2 │ 6.75e+2 6.76e+2 6.77e+2 6.78e+2 6.79e+2 ││
- ││ │ 6.80e+2 6.81e+2 6.82e+2 6.83e+2 6.84e+2 │ 6.85e+2 6.86e+2 6.87e+2 6.88e+2 6.89e+2 │ 6.90e+2 6.91e+2 6.92e+2 6.93e+2 6.94e+2 │ 6.95e+2 6.96e+2 6.97e+2 6.98e+2 6.99e+2 ││
- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││5 @ 2 │ 7.00e+2 7.01e+2 7.02e+2 7.03e+2 7.04e+2 │ 7.05e+2 7.06e+2 7.07e+2 7.08e+2 7.09e+2 │ 7.10e+2 7.11e+2 7.12e+2 7.13e+2 7.14e+2 │ 7.15e+2 7.16e+2 7.17e+2 7.18e+2 7.19e+2 ││
- ││axis 3│ 7.20e+2 7.21e+2 7.22e+2 7.23e+2 7.24e+2 │ 7.25e+2 7.26e+2 7.27e+2 7.28e+2 7.29e+2 │ 7.30e+2 7.31e+2 7.32e+2 7.33e+2 7.34e+2 │ 7.35e+2 7.36e+2 7.37e+2 7.38e+2 7.39e+2 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 8.00e+2 8.01e+2 8.02e+2 8.03e+2 8.04e+2 │ 8.05e+2 8.06e+2 8.07e+2 8.08e+2 8.09e+2 │ 8.10e+2 8.11e+2 8.12e+2 8.13e+2 8.14e+2 │ 8.15e+2 8.16e+2 8.17e+2 8.18e+2 8.19e+2 ││
- ││ │ 8.20e+2 8.21e+2 8.22e+2 8.23e+2 8.24e+2 │ 8.25e+2 8.26e+2 8.27e+2 8.28e+2 8.29e+2 │ 8.30e+2 8.31e+2 8.32e+2 8.33e+2 8.34e+2 │ 8.35e+2 8.36e+2 8.37e+2 8.38e+2 8.39e+2 ││
- │└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│
- ├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │┌──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┐│
- ││1 @ 1 │0 @ 4 │1 @ 4 │2 @ 4 │3 @ 4 ││
- ││ │axis 5 │axis 5 │axis 5 │axis 5 ││
- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││0 @ 2 │ 8.40e+2 8.41e+2 8.42e+2 8.43e+2 8.44e+2 │ 8.45e+2 8.46e+2 8.47e+2 8.48e+2 8.49e+2 │ 8.50e+2 8.51e+2 8.52e+2 8.53e+2 8.54e+2 │ 8.55e+2 8.56e+2 8.57e+2 8.58e+2 8.59e+2 ││
- ││axis 3│ 8.60e+2 8.61e+2 8.62e+2 8.63e+2 8.64e+2 │ 8.65e+2 8.66e+2 8.67e+2 8.68e+2 8.69e+2 │ 8.70e+2 8.71e+2 8.72e+2 8.73e+2 8.74e+2 │ 8.75e+2 8.76e+2 8.77e+2 8.78e+2 8.79e+2 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 9.40e+2 9.41e+2 9.42e+2 9.43e+2 9.44e+2 │ 9.45e+2 9.46e+2 9.47e+2 9.48e+2 9.49e+2 │ 9.50e+2 9.51e+2 9.52e+2 9.53e+2 9.54e+2 │ 9.55e+2 9.56e+2 9.57e+2 9.58e+2 9.59e+2 ││
- ││ │ 9.60e+2 9.61e+2 9.62e+2 9.63e+2 9.64e+2 │ 9.65e+2 9.66e+2 9.67e+2 9.68e+2 9.69e+2 │ 9.70e+2 9.71e+2 9.72e+2 9.73e+2 9.74e+2 │ 9.75e+2 9.76e+2 9.77e+2 9.78e+2 9.79e+2 ││
- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││1 @ 2 │ 9.80e+2 9.81e+2 9.82e+2 9.83e+2 9.84e+2 │ 9.85e+2 9.86e+2 9.87e+2 9.88e+2 9.89e+2 │ 9.90e+2 9.91e+2 9.92e+2 9.93e+2 9.94e+2 │ 9.95e+2 9.96e+2 9.97e+2 9.98e+2 9.99e+2 ││
- ││axis 3│ 1.00e+3 1.00e+3 1.00e+3 1.00e+3 1.00e+3 │ 1.00e+3 1.00e+3 1.00e+3 1.00e+3 1.00e+3 │ 1.01e+3 1.01e+3 1.01e+3 1.01e+3 1.01e+3 │ 1.01e+3 1.01e+3 1.01e+3 1.01e+3 1.01e+3 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 1.08e+3 1.08e+3 1.08e+3 1.08e+3 1.08e+3 │ 1.08e+3 1.08e+3 1.08e+3 1.08e+3 1.08e+3 │ 1.09e+3 1.09e+3 1.09e+3 1.09e+3 1.09e+3 │ 1.09e+3 1.09e+3 1.09e+3 1.09e+3 1.09e+3 ││
- ││ │ 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.10e+3 │ 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.10e+3 │ 1.11e+3 1.11e+3 1.11e+3 1.11e+3 1.11e+3 │ 1.11e+3 1.11e+3 1.11e+3 1.11e+3 1.11e+3 ││
- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││~~~~~ │ ... │ ... │ ... │ ... ││
- ││axis 3│ │ │ │ ││
- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││4 @ 2 │ 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 │ 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 │ 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 │ 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 ││
- ││axis 3│ 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 │ 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 │ 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 │ 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 │ 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 │ 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 │ 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 ││
- ││ │ 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 │ 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 │ 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 │ 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 ││
- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││5 @ 2 │ 1.54e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 │ 1.54e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 │ 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 │ 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 ││
- ││axis 3│ 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 │ 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 │ 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 │ 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 │ 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 │ 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 │ 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 ││
- ││ │ 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 │ 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 │ 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 │ 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 ││
- │└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│
- ├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
- │┌──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┐│
- ││2 @ 1 │0 @ 4 │1 @ 4 │2 @ 4 │3 @ 4 ││
- ││ │axis 5 │axis 5 │axis 5 │axis 5 ││
- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││0 @ 2 │ 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 │ 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 │ 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 │ 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 ││
- ││axis 3│ 1.70e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 │ 1.70e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 │ 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 │ 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 1.78e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 │ 1.78e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 │ 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 │ 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 ││
- ││ │ 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 │ 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 │ 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 │ 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 ││
- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││1 @ 2 │ 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 │ 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 │ 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 │ 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 ││
- ││axis 3│ 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 │ 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 │ 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 │ 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 │ 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 │ 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 │ 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 ││
- ││ │ 1.94e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 │ 1.94e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 │ 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 │ 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 ││
- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││~~~~~ │ ... │ ... │ ... │ ... ││
- ││axis 3│ │ │ │ ││
- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││4 @ 2 │ 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 │ 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 │ 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 │ 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 ││
- ││axis 3│ 2.26e+3 2.26e+3 2.26e+3 2.26e+3 2.26e+3 │ 2.26e+3 2.26e+3 2.26e+3 2.26e+3 2.26e+3 │ 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 │ 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 2.34e+3 2.34e+3 2.34e+3 2.34e+3 2.34e+3 │ 2.34e+3 2.34e+3 2.34e+3 2.34e+3 2.34e+3 │ 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 │ 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 ││
- ││ │ 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 │ 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 │ 2.37e+3 2.37e+3 2.37e+3 2.37e+3 2.37e+3 │ 2.37e+3 2.37e+3 2.37e+3 2.37e+3 2.37e+3 ││
- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
- ││5 @ 2 │ 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 │ 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 │ 2.39e+3 2.39e+3 2.39e+3 2.39e+3 2.39e+3 │ 2.39e+3 2.39e+3 2.39e+3 2.39e+3 2.39e+3 ││
- ││axis 3│ 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 │ 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 │ 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 │ 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 │ 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 │ 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 │ 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 ││
- ││ │ 2.50e+3 2.50e+3 2.50e+3 2.50e+3 2.50e+3 │ 2.50e+3 2.50e+3 2.50e+3 2.50e+3 2.50e+3 │ 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 │ 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 ││
- │└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│
- └────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}];
+ {| [2]: r2x3x6x7x4x5 shape 0:2,1:3|4:4,5:5->2:6,3:7 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ ho2;
[%expect
{|
@@ -292,20 +180,7 @@ let%expect_test "einsum1 sum out axes" =
Train.forward_and_forget backend ctx ho;
Tensor.print ~with_code:false ~with_grad:false `Default @@ hey;
[%expect
- {|
- ┌─────────────────────────────────────────────────────────────┐
- │[0]: r2x4x3 shape 0:2|2:3->1:4 │
- │┌──────┬────────────────────────┬───────────────────────────┐│
- ││ │0 @ 0 │1 @ 0 ││
- ││ │axis 2 │axis 2 ││
- │├──────┼────────────────────────┼───────────────────────────┤│
- ││axis 1│ 0.00 1.00 2.00 │ 1.20e+1 1.30e+1 1.40e+1 ││
- ││ │ 3.00 4.00 5.00 │ 1.50e+1 1.60e+1 1.70e+1 ││
- ││ │ 6.00 7.00 8.00 │ 1.80e+1 1.90e+1 2.00e+1 ││
- ││ │ 9.00 1.00e+1 1.10e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││
- │└──────┴────────────────────────┴───────────────────────────┘│
- └─────────────────────────────────────────────────────────────┘
- |}];
+ {| [0]: r2x4x3 shape 0:2|2:3->1:4 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ ho;
[%expect
{|
@@ -363,231 +238,50 @@ let%expect_test "einsum outer product" =
let%op c = (a + 1) *+ "i; j => i->j" b in
Train.forward_and_forget backend ctx c;
Tensor.print ~with_code:false ~with_grad:false `Default @@ a;
- [%expect
- {|
- ┌──────────────────┐
- │[0]: r2 shape 0:2 │
- │┌┬────────────┐ │
- │││axis 0 │ │
- │├┼────────────┤ │
- │││ 0.00 1.00 │ │
- │└┴────────────┘ │
- └──────────────────┘
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ b;
- [%expect
- {|
- ┌─────────────────────┐
- │[1]: r3 shape 0:3 │
- │┌┬──────────────────┐│
- │││axis 0 ││
- │├┼──────────────────┤│
- │││ 0.00 1.00 2.00 ││
- │└┴──────────────────┘│
- └─────────────────────┘
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ c;
- [%expect
- {|
- ┌──────────────────────────┐
- │[4]: ;=>_c shape 1:2->0:3 │
- │┌──────┬────────────┐ │
- ││ │axis 1 │ │
- │├──────┼────────────┤ │
- ││axis 0│ 0.00 0.00 │ │
- ││ │ 1.00 2.00 │ │
- ││ │ 2.00 4.00 │ │
- │└──────┴────────────┘ │
- └──────────────────────────┘
- |}];
+ [%expect.unreachable];
let a = TDSL.range_of_shape ~batch_dims:[ 2 ] ~input_dims:[ 3 ] ~output_dims:[ 4 ] () in
let b = TDSL.range_of_shape ~batch_dims:[ 5 ] ~input_dims:[ 6 ] ~output_dims:[ 7 ] () in
let%op c = a *+ "i|j->k; l|m->n => il|jm->kn" b in
Train.forward_and_forget backend ctx c;
Tensor.print ~with_code:false ~with_grad:false `Default @@ a;
- [%expect
- {|
- ┌─────────────────────────────────────────────────────────────┐
- │[5]: r2x4x3 shape 0:2|2:3->1:4 │
- │┌──────┬────────────────────────┬───────────────────────────┐│
- ││ │0 @ 0 │1 @ 0 ││
- ││ │axis 2 │axis 2 ││
- │├──────┼────────────────────────┼───────────────────────────┤│
- ││axis 1│ 0.00 1.00 2.00 │ 1.20e+1 1.30e+1 1.40e+1 ││
- ││ │ 3.00 4.00 5.00 │ 1.50e+1 1.60e+1 1.70e+1 ││
- ││ │ 6.00 7.00 8.00 │ 1.80e+1 1.90e+1 2.00e+1 ││
- ││ │ 9.00 1.00e+1 1.10e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││
- │└──────┴────────────────────────┴───────────────────────────┘│
- └─────────────────────────────────────────────────────────────┘
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ b;
- [%expect
- {|
- ┌──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │[6]: r5x7x6 shape 0:5|2:6->1:7 │
- │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
- ││ │0 @ 0 │1 @ 0 │2 @ 0 │3 @ 0 │4 @ 0 ││
- ││ │axis 2 │axis 2 │axis 2 │axis 2 │axis 2 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││axis 1│ 0.00 1.00 ... 4.00 5.00 │ 4.20e+1 4.30e+1 ... 4.60e+1 4.70e+1 │ 8.40e+1 8.50e+1 ... 8.80e+1 8.90e+1 │ 1.26e+2 1.27e+2 ... 1.30e+2 1.31e+2 │ 1.68e+2 1.69e+2 ... 1.72e+2 1.73e+2 ││
- ││ │ 6.00 7.00 ... 1.00e+1 1.10e+1 │ 4.80e+1 4.90e+1 ... 5.20e+1 5.30e+1 │ 9.00e+1 9.10e+1 ... 9.40e+1 9.50e+1 │ 1.32e+2 1.33e+2 ... 1.36e+2 1.37e+2 │ 1.74e+2 1.75e+2 ... 1.78e+2 1.79e+2 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 3.00e+1 3.10e+1 ... 3.40e+1 3.50e+1 │ 7.20e+1 7.30e+1 ... 7.60e+1 7.70e+1 │ 1.14e+2 1.15e+2 ... 1.18e+2 1.19e+2 │ 1.56e+2 1.57e+2 ... 1.60e+2 1.61e+2 │ 1.98e+2 1.99e+2 ... 2.02e+2 2.03e+2 ││
- ││ │ 3.60e+1 3.70e+1 ... 4.00e+1 4.10e+1 │ 7.80e+1 7.90e+1 ... 8.20e+1 8.30e+1 │ 1.20e+2 1.21e+2 ... 1.24e+2 1.25e+2 │ 1.62e+2 1.63e+2 ... 1.66e+2 1.67e+2 │ 2.04e+2 2.05e+2 ... 2.08e+2 2.09e+2 ││
- │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
- └──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ c;
- [%expect
- {|
- ┌──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │[7]: ;=>_c shape 0:2,1:5|4:3,5:6->2:4,3:7 │
- │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│
- ││0 @ 1 │0 @ 4 │1 @ 4 │2 @ 4 ││
- ││ │axis 5 │axis 5 │axis 5 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││0 @ 2 │ 0.00 0.00 ... 0.00 0.00 │ 0.00 1.00 ... 4.00 5.00 │ 0.00 2.00 ... 8.00 1.00e+1 ││
- ││axis 3│ 0.00 0.00 ... 0.00 0.00 │ 6.00 7.00 ... 1.00e+1 1.10e+1 │ 1.20e+1 1.40e+1 ... 2.00e+1 2.20e+1 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 0.00 0.00 ... 0.00 0.00 │ 3.00e+1 3.10e+1 ... 3.40e+1 3.50e+1 │ 6.00e+1 6.20e+1 ... 6.80e+1 7.00e+1 ││
- ││ │ 0.00 0.00 ... 0.00 0.00 │ 3.60e+1 3.70e+1 ... 4.00e+1 4.10e+1 │ 7.20e+1 7.40e+1 ... 8.00e+1 8.20e+1 ││
- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│
- ││1 @ 2 │ 0.00 3.00 ... 1.20e+1 1.50e+1 │ 0.00 4.00 ... 1.60e+1 2.00e+1 │ 0.00 5.00 ... 2.00e+1 2.50e+1 ││
- ││axis 3│ 1.80e+1 2.10e+1 ... 3.00e+1 3.30e+1 │ 2.40e+1 2.80e+1 ... 4.00e+1 4.40e+1 │ 3.00e+1 3.50e+1 ... 5.00e+1 5.50e+1 ││
- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││
- ││ │ 9.00e+1 9.30e+1 ... 1.02e+2 1.05e+2 │ 1.20e+2 1.24e+2 ... 1.36e+2 1.40e+2 │ 1.50e+2 1.55e+2 ... 1.70e+2 1.75e+2 ││
- ││ │ 1.08e+2 1.11e+2 ... 1.20e+2 1.23e+2 │ 1.44e+2 1.48e+2 ... 1.60e+2 1.64e+2 │ 1.80e+2 1.85e+2 ... 2.00e+2 2.05e+2 ││
...TRUNCATED BY DUNE...
Tensor.print ~with_code:false ~with_grad:false `Default @@ ho2;
- [%expect
- {|
- ┌────────────────────────────────────────────────────────────────┐
- │[2]: =>_ho2 shape 0:2|2:3->1:1 │
- │┌──────┬───────────────────────────┬───────────────────────────┐│
- ││ │0 @ 0 │1 @ 0 ││
- ││ │axis 2 │axis 2 ││
- │├──────┼───────────────────────────┼───────────────────────────┤│
- ││axis 1│ 1.80e+1 2.20e+1 2.60e+1 │ 6.60e+1 7.00e+1 7.40e+1 ││
- │└──────┴───────────────────────────┴───────────────────────────┘│
- └────────────────────────────────────────────────────────────────┘
- |}];
+ [%expect.unreachable];
let hey2 = TDSL.range_of_shape ~input_dims:[ 2 ] ~output_dims:[ 3 ] () in
let%op ho3 = hey2 ++ "...|...->... => 0" in
let ctx = Train.forward_and_ctx backend ctx ho3 in
Tensor.print ~with_code:false ~with_grad:false `Default @@ hey2;
- [%expect
- {|
- ┌─────────────────────────┐
- │[3]: r3x2 shape 1:2->0:3 │
- │┌──────┬────────────┐ │
- ││ │axis 1 │ │
- │├──────┼────────────┤ │
- ││axis 0│ 0.00 1.00 │ │
- ││ │ 2.00 3.00 │ │
- ││ │ 4.00 5.00 │ │
- │└──────┴────────────┘ │
- └─────────────────────────┘
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ ho3;
- [%expect
- {|
- ┌──────────────────────┐
- │[4]: =>_ho3 shape 0:1 │
- │┌┬─────────┐ │
- │││axis 0 │ │
- │├┼─────────┤ │
- │││ 1.50e+1 │ │
- │└┴─────────┘ │
- └──────────────────────┘
- |}];
+ [%expect.unreachable];
let%op ho4 = hey2 ++ "i->j => i0j" in
Train.forward_and_forget backend ctx ho4;
Tensor.print ~with_code:false ~with_grad:false `Default @@ ho4;
- [%expect
- {|
- ┌──────────────────────────────┐
- │[5]: =>_ho4 shape 0:2,1:1,2:3 │
- │┌──────┬──────────────────┐ │
- ││ │axis 2 │ │
- │├──────┼──────────────────┤ │
- ││0 @ 0 │ 0.00 2.00 4.00 │ │
- ││axis 1│ │ │
- │├──────┼──────────────────┤ │
- ││1 @ 0 │ 1.00 3.00 5.00 │ │
- ││axis 1│ │ │
- │└──────┴──────────────────┘ │
- └──────────────────────────────┘
- |}]
+ [%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
+ "Tnode.update_memory_mode: update 15 -> 36 inconsistent for r2x4x3")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Base__Avltree.iter in file "src/avltree.ml", line 491, characters 4-16
+ Called from Base__Hashtbl.iteri in file "src/hashtbl.ml", line 282, characters 20-42
+ Re-raised at Base__Hashtbl.iteri in file "src/hashtbl.ml", line 288, characters 6-15
+ Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 888-889, characters 2-7
+ Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-899, characters 30-49
+ Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1162, characters 15-57
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85
+ 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 378, characters 6-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59
+ Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 500, characters 25-95
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 491-504, characters 32-17
+ Called from Tutorials__Einsum_trivia.(fun) in file "test/einsum_trivia.ml", line 1284, characters 12-49
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "einsum with fixed dim axes" =
Tensor.unsafe_reinitialize ();
@@ -1379,34 +612,10 @@ let%expect_test "einsum with fixed dim axes" =
Train.forward_and_forget backend ctx c;
Tensor.print ~with_code:false ~with_grad:false `Default @@ a;
[%expect
- {|
- ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │[0]: r3x2x4 shape 0:3|2:4->1:2 │
- │┌──────┬────────────────────────┬────────────────────────────────────┬────────────────────────────────────┐│
- ││ │0 @ 0 │1 @ 0 │2 @ 0 ││
- ││ │axis 2 │axis 2 │axis 2 ││
- │├──────┼────────────────────────┼────────────────────────────────────┼────────────────────────────────────┤│
- ││axis 1│ 0.00 1.00 2.00 3.00 │ 8.00 9.00 1.00e+1 1.10e+1 │ 1.60e+1 1.70e+1 1.80e+1 1.90e+1 ││
- ││ │ 4.00 5.00 6.00 7.00 │ 1.20e+1 1.30e+1 1.40e+1 1.50e+1 │ 2.00e+1 2.10e+1 2.20e+1 2.30e+1 ││
- │└──────┴────────────────────────┴────────────────────────────────────┴────────────────────────────────────┘│
- └───────────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}];
+ {| [0]: r3x2x4 shape 0:3|2:4->1:2 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ b;
[%expect
- {|
- ┌────────────────────────────────┐
- │[1]: r3x4x1 shape 0:3|2:1->1:4 │
- │┌──────┬──────┬──────┬─────────┐│
- ││ │0 @ 0 │1 @ 0 │2 @ 0 ││
- ││ │axis 2│axis 2│axis 2 ││
- │├──────┼──────┼──────┼─────────┤│
- ││axis 1│ 0.00 │ 4.00 │ 8.00 ││
- ││ │ 1.00 │ 5.00 │ 9.00 ││
- ││ │ 2.00 │ 6.00 │ 1.00e+1 ││
- ││ │ 3.00 │ 7.00 │ 1.10e+1 ││
- │└──────┴──────┴──────┴─────────┘│
- └────────────────────────────────┘
- |}];
+ {| [1]: r3x4x1 shape 0:3|2:1->1:4 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ c;
[%expect
{|
@@ -1450,175 +659,175 @@ let%expect_test "outer_sum simulating axis concatenation" =
Tensor.print ~with_code:false ~with_grad:false `Default @@ positions;
[%expect
{|
- ┌────────────────────────────────┐
- │[9]: ;=>+ shape 0:4,1:5,2:6,3:3 │
- │┌──────┬──────────────────┐│
- ││0 @ 0 │axis 3 │ │
- │├──────┼──────────────────┤ │
- ││0 @ 1 │ 0.00 0.00 0.00 │ │
- ││axis 2│ 0.00 0.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 0.00 0.00 4.00 │ │
- ││ │ 0.00 0.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││1 @ 1 │ 0.00 1.00 0.00 │ │
- ││axis 2│ 0.00 1.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 0.00 1.00 4.00 │ │
- ││ │ 0.00 1.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││2 @ 1 │ 0.00 2.00 0.00 │ │
- ││axis 2│ 0.00 2.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 0.00 2.00 4.00 │ │
- ││ │ 0.00 2.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││3 @ 1 │ 0.00 3.00 0.00 │ │
- ││axis 2│ 0.00 3.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 0.00 3.00 4.00 │ │
- ││ │ 0.00 3.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││4 @ 1 │ 0.00 4.00 0.00 │ │
- ││axis 2│ 0.00 4.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 0.00 4.00 4.00 │ │
- ││ │ 0.00 4.00 5.00 │ │
- │└──────┴──────────────────┘ │
- ├────────────────────────────────┤
- │┌──────┬──────────────────┐ │
- ││1 @ 0 │axis 3 │ │
- │├──────┼──────────────────┤ │
- ││0 @ 1 │ 1.00 0.00 0.00 │ │
- ││axis 2│ 1.00 0.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 1.00 0.00 4.00 │ │
- ││ │ 1.00 0.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││1 @ 1 │ 1.00 1.00 0.00 │ │
- ││axis 2│ 1.00 1.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 1.00 1.00 4.00 │ │
- ││ │ 1.00 1.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││2 @ 1 │ 1.00 2.00 0.00 │ │
- ││axis 2│ 1.00 2.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 1.00 2.00 4.00 │ │
- ││ │ 1.00 2.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││3 @ 1 │ 1.00 3.00 0.00 │ │
- ││axis 2│ 1.00 3.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 1.00 3.00 4.00 │ │
- ││ │ 1.00 3.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││4 @ 1 │ 1.00 4.00 0.00 │ │
- ││axis 2│ 1.00 4.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 1.00 4.00 4.00 │ │
- ││ │ 1.00 4.00 5.00 │ │
- │└──────┴──────────────────┘ │
- ├────────────────────────────────┤
- │┌──────┬──────────────────┐ │
- ││2 @ 0 │axis 3 │ │
- │├──────┼──────────────────┤ │
- ││0 @ 1 │ 2.00 0.00 0.00 │ │
- ││axis 2│ 2.00 0.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 2.00 0.00 4.00 │ │
- ││ │ 2.00 0.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││1 @ 1 │ 2.00 1.00 0.00 │ │
- ││axis 2│ 2.00 1.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 2.00 1.00 4.00 │ │
- ││ │ 2.00 1.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││2 @ 1 │ 2.00 2.00 0.00 │ │
- ││axis 2│ 2.00 2.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 2.00 2.00 4.00 │ │
- ││ │ 2.00 2.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││3 @ 1 │ 2.00 3.00 0.00 │ │
- ││axis 2│ 2.00 3.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 2.00 3.00 4.00 │ │
- ││ │ 2.00 3.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││4 @ 1 │ 2.00 4.00 0.00 │ │
- ││axis 2│ 2.00 4.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 2.00 4.00 4.00 │ │
- ││ │ 2.00 4.00 5.00 │ │
- │└──────┴──────────────────┘ │
- ├────────────────────────────────┤
- │┌──────┬──────────────────┐ │
- ││3 @ 0 │axis 3 │ │
- │├──────┼──────────────────┤ │
- ││0 @ 1 │ 3.00 0.00 0.00 │ │
- ││axis 2│ 3.00 0.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 3.00 0.00 4.00 │ │
- ││ │ 3.00 0.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││1 @ 1 │ 3.00 1.00 0.00 │ │
- ││axis 2│ 3.00 1.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 3.00 1.00 4.00 │ │
- ││ │ 3.00 1.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││2 @ 1 │ 3.00 2.00 0.00 │ │
- ││axis 2│ 3.00 2.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 3.00 2.00 4.00 │ │
- ││ │ 3.00 2.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││3 @ 1 │ 3.00 3.00 0.00 │ │
- ││axis 2│ 3.00 3.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 3.00 3.00 4.00 │ │
- ││ │ 3.00 3.00 5.00 │ │
- │├──────┼──────────────────┤ │
- ││4 @ 1 │ 3.00 4.00 0.00 │ │
- ││axis 2│ 3.00 4.00 1.00 │ │
- ││ │ ... ... ... │ │
- ││ │ 3.00 4.00 4.00 │ │
- ││ │ 3.00 4.00 5.00 │ │
- │└──────┴──────────────────┘ │
- └────────────────────────────────┘
+ ┌────────────────────────────────────────┐
+ │[9]: ;=>+ shape 0:4,1:5,2:6,3:3 │
+ │┌──────┬───────────────────────────────┐│
+ ││0 @ 0 │axis 3 ││
+ │├──────┼───────────────────────────────┤│
+ ││0 @ 1 │ 1.61e-23 4.57e-41 8.05e-24 ││
+ ││axis 2│ 8.05e-24 2.79e+20 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 8.03e-24 -1.36e-38 4.00 ││
+ ││ │ 8.03e-24 -1.36e-38 5.00 ││
+ │├──────┼───────────────────────────────┤│
+ ││1 @ 1 │ 8.05e-24 1.00 4.41e+21 ││
+ ││axis 2│ 9.14e-41 2.79e+20 4.41e+21 ││
+ ││ │ ... ... ... ││
+ ││ │ -2.28e-26 1.00 4.41e+21 ││
+ ││ │ -2.28e-26 1.00 4.41e+21 ││
+ │├──────┼───────────────────────────────┤│
+ ││2 @ 1 │ 6.04e+28 2.00 1.69e+22 ││
+ ││axis 2│ 6.04e+28 2.79e+20 1.69e+22 ││
+ ││ │ ... ... ... ││
+ ││ │ 6.04e+28 2.00 1.69e+22 ││
+ ││ │ 6.04e+28 2.00 1.69e+22 ││
+ │├──────┼───────────────────────────────┤│
+ ││3 @ 1 │ 4.74e+27 3.00 4.84e+30 ││
+ ││axis 2│ 4.74e+27 2.79e+20 4.84e+30 ││
+ ││ │ ... ... ... ││
+ ││ │ 4.74e+27 3.00 4.84e+30 ││
+ ││ │ 4.74e+27 3.00 4.84e+30 ││
+ │├──────┼───────────────────────────────┤│
+ ││4 @ 1 │ 1.94e-19 4.00 1.94e-19 ││
+ ││axis 2│ 1.94e-19 2.79e+20 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 1.94e-19 4.00 4.00 ││
+ ││ │ 1.94e-19 4.00 5.00 ││
+ │└──────┴───────────────────────────────┘│
+ ├────────────────────────────────────────┤
+ │┌──────┬──────────────────────────────┐ │
+ ││1 @ 0 │axis 3 │ │
+ │├──────┼──────────────────────────────┤ │
+ ││0 @ 1 │ 1.00 2.89e+32 1.51e+23 │ │
+ ││axis 2│ 1.00 2.89e+32 1.51e+23 │ │
+ ││ │ ... ... ... │ │
+ ││ │ 1.00 2.89e+32 1.51e+23 │ │
+ ││ │ 1.00 2.89e+32 1.51e+23 │ │
+ │├──────┼──────────────────────────────┤ │
+ ││1 @ 1 │ 1.00 2.89e+32 1.56e+23 │ │
+ ││axis 2│ 1.00 2.89e+32 1.56e+23 │ │
+ ││ │ ... ... ... │ │
+ ││ │ 1.00 2.89e+32 1.56e+23 │ │
+ ││ │ 1.00 2.89e+32 1.56e+23 │ │
+ │├──────┼──────────────────────────────┤ │
+ ││2 @ 1 │ 6.04e+28 2.89e+32 1.68e+23 │ │
+ ││axis 2│ 6.04e+28 2.89e+32 1.68e+23 │ │
+ ││ │ ... ... ... │ │
+ ││ │ 6.04e+28 2.89e+32 1.68e+23 │ │
+ ││ │ 6.04e+28 2.89e+32 1.68e+23 │ │
+ │├──────┼──────────────────────────────┤ │
+ ││3 @ 1 │ 4.74e+27 2.89e+32 4.84e+30 │ │
+ ││axis 2│ 4.74e+27 2.89e+32 4.84e+30 │ │
+ ││ │ ... ... ... │ │
+ ││ │ 4.74e+27 2.89e+32 4.84e+30 │ │
+ ││ │ 4.74e+27 2.89e+32 4.84e+30 │ │
+ │├──────┼──────────────────────────────┤ │
+ ││4 @ 1 │ 1.00 2.89e+32 1.51e+23 │ │
+ ││axis 2│ 1.00 2.89e+32 1.51e+23 │ │
+ ││ │ ... ... ... │ │
+ ││ │ 1.00 2.89e+32 1.51e+23 │ │
+ ││ │ 1.00 2.89e+32 1.51e+23 │ │
+ │└──────┴──────────────────────────────┘ │
+ ├────────────────────────────────────────┤
+ │┌──────┬──────────────────────────────┐ │
+ ││2 @ 0 │axis 3 │ │
+ │├──────┼──────────────────────────────┤ │
+ ││0 @ 1 │ 2.00 4.22e+21 1.65e+19 │ │
+ ││axis 2│ 2.00 4.50e+21 1.65e+19 │ │
+ ││ │ ... ... ... │ │
+ ││ │ 2.00 4.22e+21 1.65e+19 │ │
+ ││ │ 2.00 4.22e+21 1.65e+19 │ │
+ │├──────┼──────────────────────────────┤ │
+ ││1 @ 1 │ 2.00 4.22e+21 4.43e+21 │ │
+ ││axis 2│ 2.00 4.50e+21 4.43e+21 │ │
+ ││ │ ... ... ... │ │
+ ││ │ 2.00 4.22e+21 4.43e+21 │ │
+ ││ │ 2.00 4.22e+21 4.43e+21 │ │
+ │├──────┼──────────────────────────────┤ │
+ ││2 @ 1 │ 6.04e+28 4.22e+21 1.69e+22 │ │
+ ││axis 2│ 6.04e+28 4.50e+21 1.69e+22 │ │
+ ││ │ ... ... ... │ │
+ ││ │ 6.04e+28 4.22e+21 1.69e+22 │ │
+ ││ │ 6.04e+28 4.22e+21 1.69e+22 │ │
+ │├──────┼──────────────────────────────┤ │
+ ││3 @ 1 │ 4.74e+27 4.22e+21 4.84e+30 │ │
+ ││axis 2│ 4.74e+27 4.50e+21 4.84e+30 │ │
+ ││ │ ... ... ... │ │
+ ││ │ 4.74e+27 4.22e+21 4.84e+30 │ │
+ ││ │ 4.74e+27 4.22e+21 4.84e+30 │ │
+ │├──────┼──────────────────────────────┤ │
+ ││4 @ 1 │ 2.00 4.22e+21 1.65e+19 │ │
+ ││axis 2│ 2.00 4.50e+21 1.65e+19 │ │
+ ││ │ ... ... ... │ │
+ ││ │ 2.00 4.22e+21 1.65e+19 │ │
+ ││ │ 2.00 4.22e+21 1.65e+19 │ │
+ │└──────┴──────────────────────────────┘ │
+ ├────────────────────────────────────────┤
+ │┌──────┬──────────────────────────────┐ │
+ ││3 @ 0 │axis 3 │ │
+ │├──────┼──────────────────────────────┤ │
+ ││0 @ 1 │ 3.00 5.32e-5 8.05e-24 │ │
+ ││axis 2│ 3.00 2.79e+20 1.00 │ │
+ ││ │ ... ... ... │ │
+ ││ │ 3.00 5.32e-5 4.00 │ │
+ ││ │ 3.00 5.32e-5 5.00 │ │
+ │├──────┼──────────────────────────────┤ │
+ ││1 @ 1 │ 3.00 1.00 4.41e+21 │ │
+ ││axis 2│ 3.00 2.79e+20 4.41e+21 │ │
+ ││ │ ... ... ... │ │
+ ││ │ 3.00 1.00 4.41e+21 │ │
+ ││ │ 3.00 1.00 4.41e+21 │ │
+ │├──────┼──────────────────────────────┤ │
+ ││2 @ 1 │ 6.04e+28 2.00 1.69e+22 │ │
+ ││axis 2│ 6.04e+28 2.79e+20 1.69e+22 │ │
+ ││ │ ... ... ... │ │
+ ││ │ 6.04e+28 2.00 1.69e+22 │ │
+ ││ │ 6.04e+28 2.00 1.69e+22 │ │
+ │├──────┼──────────────────────────────┤ │
+ ││3 @ 1 │ 4.74e+27 3.00 4.84e+30 │ │
+ ││axis 2│ 4.74e+27 2.79e+20 4.84e+30 │ │
+ ││ │ ... ... ... │ │
+ ││ │ 4.74e+27 3.00 4.84e+30 │ │
+ ││ │ 4.74e+27 3.00 4.84e+30 │ │
+ │├──────┼──────────────────────────────┤ │
+ ││4 @ 1 │ 3.00 4.00 1.94e-19 │ │
+ ││axis 2│ 3.00 2.79e+20 1.00 │ │
+ ││ │ ... ... ... │ │
+ ││ │ 3.00 4.00 4.00 │ │
+ ││ │ 3.00 4.00 5.00 │ │
+ │└──────┴──────────────────────────────┘ │
+ └────────────────────────────────────────┘
|}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ ti;
[%expect
{|
- ┌───────────────────────────┐
- │[1]: =>_ti shape 0:4,1:3 │
- │┌──────┬──────────────────┐│
- ││ │axis 1 ││
- │├──────┼──────────────────┤│
- ││axis 0│ 0.00 0.00 0.00 ││
- ││ │ 1.00 0.00 0.00 ││
- ││ │ 2.00 0.00 0.00 ││
- ││ │ 3.00 0.00 0.00 ││
- │└──────┴──────────────────┘│
- └───────────────────────────┘
+ ┌───────────────────────────────────┐
+ │[1]: =>_ti shape 0:4,1:3 │
+ │┌──────┬──────────────────────────┐│
+ ││ │axis 1 ││
+ │├──────┼──────────────────────────┤│
+ ││axis 0│ 0.00 0.00 0.00 ││
+ ││ │ 1.00 2.89e+32 1.51e+23 ││
+ ││ │ 2.00 4.22e+21 1.65e+19 ││
+ ││ │ 3.00 5.32e-5 1.02e-38 ││
+ │└──────┴──────────────────────────┘│
+ └───────────────────────────────────┘
|}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ tk;
[%expect
{|
- ┌───────────────────────────┐
- │[7]: =>_tk shape 0:6,1:3 │
- │┌──────┬──────────────────┐│
- ││ │axis 1 ││
- │├──────┼──────────────────┤│
- ││axis 0│ 0.00 0.00 0.00 ││
- ││ │ 0.00 0.00 1.00 ││
- ││ │ ... ... ... ││
- ││ │ 0.00 0.00 4.00 ││
- ││ │ 0.00 0.00 5.00 ││
- │└──────┴──────────────────┘│
- └───────────────────────────┘
+ ┌─────────────────────────────────────┐
+ │[7]: =>_tk shape 0:6,1:3 │
+ │┌──────┬────────────────────────────┐│
+ ││ │axis 1 ││
+ │├──────┼────────────────────────────┤│
+ ││axis 0│ 8.05e-24 4.57e-41 0.00 ││
+ ││ │ 4.57e-41 2.79e+20 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ -2.28e-26 -1.36e-38 4.00 ││
+ ││ │ -2.28e-26 -1.36e-38 5.00 ││
+ │└──────┴────────────────────────────┘│
+ └─────────────────────────────────────┘
|}]
let%expect_test "einsum with a leftmost input axis preserved as output axis" =
@@ -1644,54 +853,10 @@ let%expect_test "einsum with a leftmost input axis preserved as output axis" =
Train.forward_and_forget backend ctx c;
Tensor.print ~with_code:false ~with_grad:false `Default @@ a;
[%expect
- {|
- ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │[0]: r3x2x4_a shape 0:3|2:4->1:2 │
- │┌──────┬────────────────────────┬────────────────────────────────────┬────────────────────────────────────┐│
- ││ │0 @ 0 │1 @ 0 │2 @ 0 ││
- ││ │axis 2 │axis 2 │axis 2 ││
- │├──────┼────────────────────────┼────────────────────────────────────┼────────────────────────────────────┤│
- ││axis 1│ 0.00 1.00 2.00 3.00 │ 8.00 9.00 1.00e+1 1.10e+1 │ 1.60e+1 1.70e+1 1.80e+1 1.90e+1 ││
- ││ │ 4.00 5.00 6.00 7.00 │ 1.20e+1 1.30e+1 1.40e+1 1.50e+1 │ 2.00e+1 2.10e+1 2.20e+1 2.30e+1 ││
- │└──────┴────────────────────────┴────────────────────────────────────┴────────────────────────────────────┘│
- └───────────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}];
+ {| [0]: r3x2x4_a shape 0:3|2:4->1:2 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ b;
[%expect
- {|
- ┌────────────────────────────────────────────────────────────────┐
- │[1]: r3x4x2x3_b shape 0:3|2:2,3:3->1:4 │
- │┌──────┬───────────────────────────┬───────────────────────────┐│
- ││0 @ 0 │0 @ 2 │1 @ 2 ││
- ││ │axis 3 │axis 3 ││
- │├──────┼───────────────────────────┼───────────────────────────┤│
- ││axis 1│ 0.00 1.00 2.00 │ 3.00 4.00 5.00 ││
- ││ │ 6.00 7.00 8.00 │ 9.00 1.00e+1 1.10e+1 ││
- ││ │ 1.20e+1 1.30e+1 1.40e+1 │ 1.50e+1 1.60e+1 1.70e+1 ││
- ││ │ 1.80e+1 1.90e+1 2.00e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││
- │└──────┴───────────────────────────┴───────────────────────────┘│
- ├────────────────────────────────────────────────────────────────┤
- │┌──────┬───────────────────────────┬───────────────────────────┐│
- ││1 @ 0 │0 @ 2 │1 @ 2 ││
- ││ │axis 3 │axis 3 ││
- │├──────┼───────────────────────────┼───────────────────────────┤│
- ││axis 1│ 2.40e+1 2.50e+1 2.60e+1 │ 2.70e+1 2.80e+1 2.90e+1 ││
- ││ │ 3.00e+1 3.10e+1 3.20e+1 │ 3.30e+1 3.40e+1 3.50e+1 ││
- ││ │ 3.60e+1 3.70e+1 3.80e+1 │ 3.90e+1 4.00e+1 4.10e+1 ││
- ││ │ 4.20e+1 4.30e+1 4.40e+1 │ 4.50e+1 4.60e+1 4.70e+1 ││
- │└──────┴───────────────────────────┴───────────────────────────┘│
- ├────────────────────────────────────────────────────────────────┤
- │┌──────┬───────────────────────────┬───────────────────────────┐│
- ││2 @ 0 │0 @ 2 │1 @ 2 ││
- ││ │axis 3 │axis 3 ││
- │├──────┼───────────────────────────┼───────────────────────────┤│
- ││axis 1│ 4.80e+1 4.90e+1 5.00e+1 │ 5.10e+1 5.20e+1 5.30e+1 ││
- ││ │ 5.40e+1 5.50e+1 5.60e+1 │ 5.70e+1 5.80e+1 5.90e+1 ││
- ││ │ 6.00e+1 6.10e+1 6.20e+1 │ 6.30e+1 6.40e+1 6.50e+1 ││
- ││ │ 6.60e+1 6.70e+1 6.80e+1 │ 6.90e+1 7.00e+1 7.10e+1 ││
- │└──────┴───────────────────────────┴───────────────────────────┘│
- └────────────────────────────────────────────────────────────────┘
- |}];
+ {| [1]: r3x4x2x3_b shape 0:3|2:2,3:3->1:4 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ c;
[%expect
{|
@@ -1728,34 +893,10 @@ let%expect_test "einsum permuting two leftmost input axes as output axes" =
Train.forward_and_forget backend ctx c;
Tensor.print ~with_code:false ~with_grad:false `Default @@ a;
[%expect
- {|
- ┌───────────────────────────┐
- │[0]: r2x2_a shape 1:2->0:2 │
- │┌──────┬────────────┐ │
- ││ │axis 1 │ │
- │├──────┼────────────┤ │
- ││axis 0│ 0.00 1.00 │ │
- ││ │ 2.00 3.00 │ │
- │└──────┴────────────┘ │
- └───────────────────────────┘
- |}];
+ {| [0]: r2x2_a shape 1:2->0:2 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ b;
[%expect
- {|
- ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │[1]: r2x2x3x4_b shape 1:2,2:3,3:4->0:2 │
- │┌──────┬────────────────────────────────────┬────────────────────────────────────┬────────────────────────────────────┐│
- ││ │0 @ 2 │1 @ 2 │2 @ 2 ││
- ││ │axis 3 │axis 3 │axis 3 ││
- │├──────┼────────────────────────────────────┼────────────────────────────────────┼────────────────────────────────────┤│
- ││0 @ 1 │ 0.00 1.00 2.00 3.00 │ 4.00 5.00 6.00 7.00 │ 8.00 9.00 1.00e+1 1.10e+1 ││
- ││axis 0│ 2.40e+1 2.50e+1 2.60e+1 2.70e+1 │ 2.80e+1 2.90e+1 3.00e+1 3.10e+1 │ 3.20e+1 3.30e+1 3.40e+1 3.50e+1 ││
- │├──────┼────────────────────────────────────┼────────────────────────────────────┼────────────────────────────────────┤│
- ││1 @ 1 │ 1.20e+1 1.30e+1 1.40e+1 1.50e+1 │ 1.60e+1 1.70e+1 1.80e+1 1.90e+1 │ 2.00e+1 2.10e+1 2.20e+1 2.30e+1 ││
- ││axis 0│ 3.60e+1 3.70e+1 3.80e+1 3.90e+1 │ 4.00e+1 4.10e+1 4.20e+1 4.30e+1 │ 4.40e+1 4.50e+1 4.60e+1 4.70e+1 ││
- │└──────┴────────────────────────────────────┴────────────────────────────────────┴────────────────────────────────────┘│
- └───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}];
+ {| [1]: r2x2x3x4_b shape 1:2,2:3,3:4->0:2 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ c;
[%expect
{|
"/usr/bin/env" "bash" "-c" "opam exec -- dune build @install @check @runtest && rm -rf _build" failed with exit status 1
2025-06-28 12:27.35: Job failed: Failed: Build failed