2025-06-29 09:21.17: New job: test ahrefs/ocannl https://github.com/ahrefs/ocannl.git#refs/heads/master (acb41d23296a2aa263b99ade3ffe9ce5e3f38d49) (linux-x86_64:alpine-3.21-5.3_opam-2.3)
Base: ocaml/opam:alpine-3.21-ocaml-5.3@sha256:3343dcc8eef8cc135210194424c75ebe26927358b1a48d0c3c0860cfe43df613
Opam project build
To reproduce locally:
git clone --recursive "https://github.com/ahrefs/ocannl.git" -b "master" && cd "ocannl" && git reset --hard acb41d23
cat > Dockerfile <<'END-OF-DOCKERFILE'
FROM ocaml/opam:alpine-3.21-ocaml-5.3@sha256:3343dcc8eef8cc135210194424c75ebe26927358b1a48d0c3c0860cfe43df613
# alpine-3.21-5.3_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
2025-06-29 09:21.17: Using cache hint "ahrefs/ocannl-ocaml/opam:alpine-3.21-ocaml-5.3@sha256:3343dcc8eef8cc135210194424c75ebe26927358b1a48d0c3c0860cfe43df613-alpine-3.21-5.3_opam-2.3-82912e70cd030e6e6af979ac4425a6a2"
2025-06-29 09:21.17: Using OBuilder spec:
((from ocaml/opam:alpine-3.21-ocaml-5.3@sha256:3343dcc8eef8cc135210194424c75ebe26927358b1a48d0c3c0860cfe43df613)
(comment alpine-3.21-5.3_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"))
)
2025-06-29 09:21.17: Waiting for resource in pool OCluster
2025-06-29 09:21.17: Waiting for worker…
2025-06-29 09:21.18: Got resource from pool OCluster
Building on laodoke.caelum.ci.dev
All commits already cached
HEAD is now at acb41d23 Auto-set hosted for Train.to_routine; fix ambiguous mem mode provenances
(from ocaml/opam:alpine-3.21-ocaml-5.3@sha256:3343dcc8eef8cc135210194424c75ebe26927358b1a48d0c3c0860cfe43df613)
2025-06-29 09:21.19 ---> using "3141b9cf5ba038771635d2742247938bc41e269100016f85aeafaf7cfcddc947" from cache
/: (comment alpine-3.21-5.3_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"))
2025-06-29 09:21.19 ---> using "80b751ed47c43451e88cd0293ed9a635ccea08011eeda4114e7ec036c06c48a3" 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
2025-06-29 09:21.19 ---> using "6c30ca4e379a499434293ac7ae4ccb6757139c93d8bc5916b7557572123e5ba0" 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
2025-06-29 09:21.19 ---> using "a3df42546ff5706a2753d5e221aadf5e7ea87ec715342ceb488042e5402600c3" from cache
/src: (workdir /src)
/src: (run (shell "sudo chown opam /src"))
2025-06-29 09:21.19 ---> using "17ab95ba4820eaae0552c498f14e3328c5320ed844b460f0519c8783adab646a" 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..04120f2130 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)
2025-06-29 09:21.19 ---> using "1ba3f53347b37a674b955528514f7f6e01a1336e9b769320cf0f5a2096b708ae" from cache
/src: (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./))
2025-06-29 09:21.19 ---> using "c376d988bfc6d6405b3dd6dc9356e8929aab9a39ba512937d1d94455a43cc26e" 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)
2025-06-29 09:21.19 ---> using "29f29b75245e46c4bc1983d96cda1ab0a297f0c998aafbca7376690bc483f993" from cache
/src: (run (network host)
(shell "echo '(lang dune 3.0)' > './dune-project'"))
2025-06-29 09:21.19 ---> using "51adc441b434f811d59cb88b89a9ed890837617b8e5fb90ca5826008083ca147" 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 "apk" "update"
- fetch https://dl-cdn.alpinelinux.org/alpine/v3.21/main/x86_64/APKINDEX.tar.gz
- fetch https://dl-cdn.alpinelinux.org/alpine/v3.21/community/x86_64/APKINDEX.tar.gz
- fetch https://dl-cdn.alpinelinux.org/alpine/edge/main/x86_64/APKINDEX.tar.gz
- fetch https://dl-cdn.alpinelinux.org/alpine/edge/community/x86_64/APKINDEX.tar.gz
- fetch https://dl-cdn.alpinelinux.org/alpine/edge/testing/x86_64/APKINDEX.tar.gz
- v3.21.3-612-gd8580ac27b8 [https://dl-cdn.alpinelinux.org/alpine/v3.21/main]
- v3.21.3-612-gd8580ac27b8 [https://dl-cdn.alpinelinux.org/alpine/v3.21/community]
- v3.23.0_alpha20250612-1063-g48d7565e0cb [https://dl-cdn.alpinelinux.org/alpine/edge/main]
- v3.23.0_alpha20250612-1070-g4f82142003b [https://dl-cdn.alpinelinux.org/alpine/edge/community]
- v3.23.0_alpha20250612-1066-gdffa203a8e9 [https://dl-cdn.alpinelinux.org/alpine/edge/testing]
- OK: 58852 distinct packages available
<><> 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:
curl-dev libffi-dev zlib-dev
<><> Handling external dependencies <><><><><><><><><><><><><><><><><><><><><><>
+ /usr/bin/sudo "apk" "add" "curl-dev" "libffi-dev" "zlib-dev"
- (1/13) Installing brotli (1.1.0-r2)
- (2/13) Installing brotli-dev (1.1.0-r2)
- (3/13) Installing c-ares-dev (1.34.5-r0)
- (4/13) Installing libidn2-dev (2.3.7-r0)
- (5/13) Installing libpsl-utils (0.21.5-r3)
- (6/13) Installing libpsl-dev (0.21.5-r3)
- (7/13) Installing nghttp2-dev (1.64.0-r0)
- (8/13) Installing openssl-dev (3.3.3-r0)
- (9/13) Installing zlib-dev (1.3.1-r2)
- (10/13) Installing zstd-dev (1.5.6-r2)
- (11/13) Installing curl-dev (8.12.1-r1)
- (12/13) Installing linux-headers (6.6-r1)
- (13/13) Installing libffi-dev (3.4.7-r0)
- Executing busybox-1.37.0-r12.trigger
- OK: 317 MiB in 115 packages
2025-06-29 09:21.19 ---> using "5258eca8459b3b9d6b3d72f50acbf60291e55a426dbaa2a8a05b24f63514a0d4" 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 angstrom.0.16.1 (cached)
-> retrieved astring.0.8.5 (cached)
-> retrieved base.v0.17.3 (cached)
-> retrieved bigarray-compat.1.1.0 (cached)
-> retrieved bigstringaf.0.10.0 (cached)
-> retrieved camlp-streams.5.0.1 (cached)
-> retrieved camlzip.1.13 (cached)
-> retrieved cmdliner.1.3.0 (cached)
-> retrieved cppo.1.8.0 (cached)
-> installed conf-libcurl.2
-> installed conf-pkg-config.4
-> retrieved csexp.1.5.2 (cached)
-> retrieved csv.2.4 (cached)
-> retrieved ctypes.0.23.0, ctypes-foreign.0.23.0 (cached)
-> installed conf-libffi.2.0.0
-> installed conf-zlib.1
-> retrieved curl.0.10.0 (cached)
-> retrieved fieldslib.v0.17.0 (cached)
-> retrieved fmt.0.10.0 (cached)
-> retrieved integers.0.7.0 (cached)
-> retrieved jane-street-headers.v0.17.0 (cached)
-> retrieved jst-config.v0.17.0 (cached)
-> retrieved logs.0.8.0 (cached)
-> retrieved mtime.2.1.0 (cached)
-> retrieved mdx.2.5.0 (cached)
-> retrieved multicore-magic.2.3.1 (cached)
-> retrieved num.1.6 (cached)
-> retrieved ocaml-compiler-libs.v0.17.0 (cached)
-> retrieved ocaml-syntax-shims.1.0.0 (cached)
-> retrieved ocaml-version.4.0.1 (cached)
-> retrieved ocaml_intrinsics_kernel.v0.17.1 (cached)
-> retrieved ocamlbuild.0.16.1 (cached)
-> retrieved ocamlfind.1.9.8 (cached)
-> retrieved parsexp.v0.17.0 (cached)
-> retrieved pprint.20230830 (cached)
-> retrieved ppx_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 dune.3.19.1, dune-configurator.3.19.1 (cached)
-> retrieved ppx_minidebug.2.3.0 (cached)
-> retrieved ppx_string.v0.17.0 (cached)
-> retrieved ppx_variants_conv.v0.17.1 (cached)
-> retrieved ppxlib_jane.v0.17.4 (cached)
-> retrieved ptime.1.2.0 (cached)
-> installed cmdliner.1.3.0
-> installed num.1.6
-> retrieved re.1.12.0 (cached)
-> retrieved result.1.5 (cached)
-> retrieved ppxlib.0.36.0 (cached)
-> retrieved seq.base (cached)
-> installed seq.base
-> retrieved saturn_lockfree.0.5.0 (cached)
-> retrieved sexplib.v0.17.0 (cached)
-> retrieved printbox.0.12, printbox-ext-plot.0.12, printbox-html.0.12, printbox-md.0.12, printbox-text.0.12 (cached)
-> retrieved sexplib0.v0.17.0 (cached)
-> retrieved stdio.v0.17.0 (cached)
-> retrieved stdlib-shims.0.3.0 (cached)
-> retrieved thread-local-storage.0.2 (cached)
-> retrieved time_now.v0.17.0 (cached)
-> retrieved topkg.1.0.8 (cached)
-> retrieved tyxml.4.6.0 (cached)
-> retrieved uutf.1.0.4 (cached)
-> retrieved variantslib.v0.17.0 (cached)
-> retrieved uucp.16.0.0 (cached)
-> installed ocamlbuild.0.16.1
-> installed ocamlfind.1.9.8
-> installed base-bytes.base
-> installed camlzip.1.13
-> installed topkg.1.0.8
-> installed uutf.1.0.4
-> installed mtime.2.1.0
-> installed fmt.0.10.0
-> installed ptime.1.2.0
-> installed astring.0.8.5
-> installed logs.0.8.0
-> installed dune.3.19.1
-> installed jane-street-headers.v0.17.0
-> installed 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 stdlib-shims.0.3.0
-> installed thread-local-storage.0.2
-> installed sexplib0.v0.17.0
-> installed re.1.12.0
-> installed cppo.1.8.0
-> installed ocaml-syntax-shims.1.0.0
-> installed saturn_lockfree.0.5.0
-> installed ocaml-compiler-libs.v0.17.0
-> installed integers.0.7.0
-> installed parsexp.v0.17.0
-> installed dune-configurator.3.19.1
-> installed bigstringaf.0.10.0
-> installed sexplib.v0.17.0
-> installed angstrom.0.16.1
-> installed mdx.2.5.0
-> installed tyxml.4.6.0
-> installed printbox-html.0.12
-> installed curl.0.10.0
-> installed ctypes.0.23.0
-> installed uucp.16.0.0
-> installed printbox-text.0.12
-> installed base.v0.17.3
-> installed printbox-md.0.12
-> installed variantslib.v0.17.0
-> installed fieldslib.v0.17.0
-> installed stdio.v0.17.0
-> installed printbox-ext-plot.0.12
-> installed ctypes-foreign.0.23.0
-> installed ppxlib.0.36.0
-> installed ppxlib_jane.v0.17.4
-> installed ppx_optcomp.v0.17.1
-> installed ppx_cold.v0.17.0
-> installed ppx_here.v0.17.0
-> installed ppx_variants_conv.v0.17.1
-> installed ppx_fields_conv.v0.17.0
-> installed ppx_enumerate.v0.17.0
-> installed ppx_globalize.v0.17.2
-> installed ppx_compare.v0.17.0
-> installed ppx_deriving.6.1.0
-> installed ppx_sexp_conv.v0.17.1
-> installed ppx_hash.v0.17.0
-> installed ppx_assert.v0.17.0
-> installed ppx_base.v0.17.0
-> installed ppx_minidebug.2.3.0
-> installed jst-config.v0.17.0
-> installed ppx_string.v0.17.0
-> installed time_now.v0.17.0
-> installed ppx_inline_test.v0.17.1
-> installed ppx_expect.v0.17.3
Done.
# To update the current shell environment, run: eval $(opam env)
2025-06-29 09:21.19 ---> using "d46f3b58419fd0d277bd1e1f5446a5f7209bb2c9d5422ed4ba8702570dbbb56e" from cache
/src: (copy (src .) (dst /src))
2025-06-29 09:21.19 ---> saved as "88ec5f5cf439cf36e3da24e2cabda21dbeaa9350efa99ee1ca890a9b331b10e8"
/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/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/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...
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
Fatal error: exception Sys_error("log_files/micrograd_demo_logging.log: No such file or directory")
Raised by primitive operation at Stdlib.open_out_gen in file "stdlib.ml", line 331, characters 29-55
Called from Stdlib.open_out in file "stdlib.ml" (inlined), line 336, characters 2-74
Called from Minidebug_runtime.shared_config.Result.find_ch in file "minidebug_runtime.ml", line 98, characters 17-34
Called from Minidebug_runtime.shared_config.Result.current_ch in file "minidebug_runtime.ml", line 125, characters 34-44
Called from CamlinternalLazy.do_force_val_block in file "camlinternalLazy.ml", line 63, characters 15-25
Called from Stdlib__Lazy.force_val in file "lazy.ml" (inlined), line 56, characters 18-61
Called from Minidebug_runtime.shared_config.Result.(!!) in file "minidebug_runtime.ml" (inlined), line 126, characters 21-40
Called from Minidebug_runtime.shared_config.Result.debug_ch in file "minidebug_runtime.ml", line 142, characters 6-18
Called from Minidebug_runtime.PrintBox.close_log_impl.close_tree in file "minidebug_runtime.ml", line 1570, characters 15-26
Called from Minidebug_runtime.PrintBox.log_value_sexp in file "minidebug_runtime.ml", lines 1985-1986, characters 9-73
Called from Utils.set_log_level in file "arrayjit/lib/utils.ml", line 418, characters 2-42
Re-raised at Utils.set_log_level in file "arrayjit/lib/utils.ml", lines 415-418, characters 29-42
Called from Dune__exe__Micrograd_demo_logging in file "test/micrograd_demo_logging.ml", line 16, characters 2-23
(cd _build/default/test_ppx && ./test_ppx_op_expected.exe)
Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test_ppx/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/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/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/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/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition 'Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/e240c6fcab914532a5879f0e738f56f2/default/test/ocannl_config.' -source-tree-root .. -diff-cmd -)
Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/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/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/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/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/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/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/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/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/einsum/einsum_trivia_exec.expected", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum/einsum_trivia_exec.expected _build/default/test/einsum/einsum_trivia_exec.exe.output
diff --git a/_build/default/test/einsum/einsum_trivia_exec.expected b/_build/default/test/einsum/einsum_trivia_exec.exe.output
index ab456b5..14de801 100644
--- a/_build/default/test/einsum/einsum_trivia_exec.expected
+++ b/_build/default/test/einsum/einsum_trivia_exec.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
HERE: test/einsum/einsum_trivia_exec.ml:31:21
@@ -735,144 +735,144 @@ HERE: test/einsum/einsum_trivia_exec.ml:269:21
HERE: test/einsum/einsum_trivia_exec.ml:298:21
-┌────────────────────────────────┐
-│[9]: ;=>+ shape 0:4,1:5,2:6,3:3 │
-│┌──────┬──────────────────┐ │
-││0 @ 0 │axis 3 │ │
-│├──────┼──────────────────┤ │
-││0 @ 1 │ 0.00 0.00 0.00 │ │
-││axis 2│ 0.00 0.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 0.00 0.00 4.00 │ │
-││ │ 0.00 0.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││1 @ 1 │ 0.00 1.00 0.00 │ │
-││axis 2│ 0.00 1.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 0.00 1.00 4.00 │ │
-││ │ 0.00 1.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││2 @ 1 │ 0.00 2.00 0.00 │ │
-││axis 2│ 0.00 2.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 0.00 2.00 4.00 │ │
-││ │ 0.00 2.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││3 @ 1 │ 0.00 3.00 0.00 │ │
-││axis 2│ 0.00 3.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 0.00 3.00 4.00 │ │
-││ │ 0.00 3.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││4 @ 1 │ 0.00 4.00 0.00 │ │
-││axis 2│ 0.00 4.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 0.00 4.00 4.00 │ │
-││ │ 0.00 4.00 5.00 │ │
-│└──────┴──────────────────┘ │
-├────────────────────────────────┤
-│┌──────┬──────────────────┐ │
-││1 @ 0 │axis 3 │ │
-│├──────┼──────────────────┤ │
-││0 @ 1 │ 1.00 0.00 0.00 │ │
-││axis 2│ 1.00 0.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 1.00 0.00 4.00 │ │
-││ │ 1.00 0.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││1 @ 1 │ 1.00 1.00 0.00 │ │
-││axis 2│ 1.00 1.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 1.00 1.00 4.00 │ │
-││ │ 1.00 1.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││2 @ 1 │ 1.00 2.00 0.00 │ │
-││axis 2│ 1.00 2.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 1.00 2.00 4.00 │ │
-││ │ 1.00 2.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││3 @ 1 │ 1.00 3.00 0.00 │ │
-││axis 2│ 1.00 3.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 1.00 3.00 4.00 │ │
-││ │ 1.00 3.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││4 @ 1 │ 1.00 4.00 0.00 │ │
-││axis 2│ 1.00 4.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 1.00 4.00 4.00 │ │
-││ │ 1.00 4.00 5.00 │ │
-│└──────┴──────────────────┘ │
-├────────────────────────────────┤
-│┌──────┬──────────────────┐ │
-││2 @ 0 │axis 3 │ │
-│├──────┼──────────────────┤ │
-││0 @ 1 │ 2.00 0.00 0.00 │ │
-││axis 2│ 2.00 0.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 2.00 0.00 4.00 │ │
-││ │ 2.00 0.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││1 @ 1 │ 2.00 1.00 0.00 │ │
-││axis 2│ 2.00 1.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 2.00 1.00 4.00 │ │
-││ │ 2.00 1.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││2 @ 1 │ 2.00 2.00 0.00 │ │
-││axis 2│ 2.00 2.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 2.00 2.00 4.00 │ │
-││ │ 2.00 2.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││3 @ 1 │ 2.00 3.00 0.00 │ │
-││axis 2│ 2.00 3.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 2.00 3.00 4.00 │ │
-││ │ 2.00 3.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││4 @ 1 │ 2.00 4.00 0.00 │ │
-││axis 2│ 2.00 4.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 2.00 4.00 4.00 │ │
-││ │ 2.00 4.00 5.00 │ │
-│└──────┴──────────────────┘ │
-├────────────────────────────────┤
-│┌──────┬──────────────────┐ │
-││3 @ 0 │axis 3 │ │
-│├──────┼──────────────────┤ │
-││0 @ 1 │ 3.00 0.00 0.00 │ │
-││axis 2│ 3.00 0.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 3.00 0.00 4.00 │ │
-││ │ 3.00 0.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││1 @ 1 │ 3.00 1.00 0.00 │ │
-││axis 2│ 3.00 1.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 3.00 1.00 4.00 │ │
-││ │ 3.00 1.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││2 @ 1 │ 3.00 2.00 0.00 │ │
-││axis 2│ 3.00 2.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 3.00 2.00 4.00 │ │
-││ │ 3.00 2.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││3 @ 1 │ 3.00 3.00 0.00 │ │
-││axis 2│ 3.00 3.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 3.00 3.00 4.00 │ │
-││ │ 3.00 3.00 5.00 │ │
-│├──────┼──────────────────┤ │
-││4 @ 1 │ 3.00 4.00 0.00 │ │
-││axis 2│ 3.00 4.00 1.00 │ │
-││ │ ... ... ... │ │
-││ │ 3.00 4.00 4.00 │ │
-││ │ 3.00 4.00 5.00 │ │
-│└──────┴──────────────────┘ │
-└────────────────────────────────┘
+┌───────────────────────────────────┐
+│[9]: ;=>+ shape 0:4,1:5,2:6,3:3 │
+│┌──────┬──────────────────────────┐│
+││0 @ 0 │axis 3 ││
+│├──────┼──────────────────────────┤│
+││0 @ 1 │ 2.80e-45 0.00 0.00 ││
+││axis 2│ 4.56e-41 2.81e-42 1.00 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 0.00 4.00 ││
+││ │ 4.56e-41 5.91e-4 5.00 ││
+│├──────┼──────────────────────────┤│
+││1 @ 1 │ 2.80e-45 1.00 0.00 ││
+││axis 2│ 4.56e-41 1.00 1.00 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 1.00 4.00 ││
+││ │ 4.56e-41 1.00 5.00 ││
+│├──────┼──────────────────────────┤│
+││2 @ 1 │ 2.80e-45 2.00 0.00 ││
+││axis 2│ 4.56e-41 2.00 1.00 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 2.00 4.00 ││
+││ │ 4.56e-41 2.00 5.00 ││
+│├──────┼──────────────────────────┤│
+││3 @ 1 │ 2.80e-45 3.00 0.00 ││
+││axis 2│ 4.56e-41 3.00 1.00 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 3.00 4.00 ││
+││ │ 4.56e-41 3.00 5.00 ││
+│├──────┼──────────────────────────┤│
+││4 @ 1 │ 2.80e-45 4.00 1.68e-44 ││
+││axis 2│ 4.56e-41 4.00 1.00 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 4.00 4.00 ││
+││ │ 4.56e-41 4.00 5.00 ││
+│└──────┴──────────────────────────┘│
+├───────────────────────────────────┤
+│┌──────┬──────────────────────────┐│
+││1 @ 0 │axis 3 ││
+│├──────┼──────────────────────────┤│
+││0 @ 1 │ 1.00 0.00 0.00 ││
+││axis 2│ 1.00 2.81e-42 1.00 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 0.00 4.00 ││
+││ │ 1.00 5.91e-4 5.00 ││
+│├──────┼──────────────────────────┤│
+││1 @ 1 │ 1.00 1.00 0.00 ││
+││axis 2│ 1.00 1.00 1.00 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 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 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 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 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 3.00 4.00 ││
+││ │ 1.00 3.00 5.00 ││
+│├──────┼──────────────────────────┤│
+││4 @ 1 │ 1.00 4.00 1.68e-44 ││
+││axis 2│ 1.00 4.00 1.00 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 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 2.81e-42 1.00 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 0.00 4.00 ││
+││ │ 2.00 5.91e-4 5.00 ││
+│├──────┼──────────────────────────┤│
+││1 @ 1 │ 2.00 1.00 0.00 ││
+││axis 2│ 2.00 1.00 1.00 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 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 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 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 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 3.00 4.00 ││
+││ │ 2.00 3.00 5.00 ││
+│├──────┼──────────────────────────┤│
+││4 @ 1 │ 2.00 4.00 1.68e-44 ││
+││axis 2│ 2.00 4.00 1.00 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 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 2.81e-42 1.00 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 0.00 4.00 ││
+││ │ 3.00 5.91e-4 5.00 ││
+│├──────┼──────────────────────────┤│
+││1 @ 1 │ 3.00 1.00 0.00 ││
+││axis 2│ 3.00 1.00 1.00 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 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 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 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 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 3.00 4.00 ││
+││ │ 3.00 3.00 5.00 ││
+│├──────┼──────────────────────────┤│
+││4 @ 1 │ 3.00 4.00 1.68e-44 ││
+││axis 2│ 3.00 4.00 1.00 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 4.00 4.00 ││
+││ │ 3.00 4.00 5.00 ││
+│└──────┴──────────────────────────┘│
+└───────────────────────────────────┘
HERE: test/einsum/einsum_trivia_exec.ml:299:21
@@ -890,18 +890,18 @@ HERE: test/einsum/einsum_trivia_exec.ml:299:21
HERE: test/einsum/einsum_trivia_exec.ml:300:21
-┌───────────────────────────┐
-│[7]: =>_tk shape 0:6,1:3 │
-│┌──────┬──────────────────┐│
-││ │axis 1 ││
-│├──────┼──────────────────┤│
-││axis 0│ 0.00 0.00 0.00 ││
-││ │ 0.00 0.00 1.00 ││
-││ │ ... ... ... ││
-││ │ 0.00 0.00 4.00 ││
-││ │ 0.00 0.00 5.00 ││
-│└──────┴──────────────────┘│
-└───────────────────────────┘
+┌───────────────────────────────────┐
+│[7]: =>_tk shape 0:6,1:3 │
+│┌──────┬──────────────────────────┐│
+││ │axis 1 ││
+│├──────┼──────────────────────────┤│
+││axis 0│ 2.80e-45 0.00 0.00 ││
+││ │ 4.56e-41 2.81e-42 1.00 ││
+││ │ ... ... ... ││
+││ │ 3.30e+11 0.00 4.00 ││
+││ │ 4.56e-41 5.91e-4 5.00 ││
+│└──────┴──────────────────────────┘│
+└───────────────────────────────────┘
HERE: test/einsum/einsum_trivia_exec.ml:323:21
(cd _build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/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/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/einsum/moons_demo_variant.expected", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum/moons_demo_variant.expected _build/default/test/einsum/moons_demo_variant.exe.output
diff --git a/_build/default/test/einsum/moons_demo_variant.expected b/_build/default/test/einsum/moons_demo_variant.exe.output
index 68171df..2c483a1 100644
--- a/_build/default/test/einsum/moons_demo_variant.expected
+++ b/_build/default/test/einsum/moons_demo_variant.exe.output
@@ -1,57 +1,52 @@
-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
Half-moons scatterplot and decision boundary:
┌────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│****************************#***********************************************************************│
-│****************************###***###***#***********************************************************│
-│***************************#********#***#**********************************************************.│
-│********************#*********************##*#*#************************************************....│
-│******************#***#*****##*#*#*#****#*#*#*##**********************************************......│
-│**************#*#**###**#*##**##********#**#****###**#*************************************.........│
-│***********#***##***#**##*****************#*#*##*###*************************************...........│
-│***************#**###******************************##*#********************************.............│
-│*************#*****#******************************#*#***#*#*************************................│
-│*********#***#************************************##*###**#***********************..................│
-│******#***#*#*#******************************************#*#*******************.....................│
-│*****###****#*******************************************#********************.......................│
-│*******#*###***********************************************#*#************..........................│
-│**********##**********************%%*********************#**##**********............................│
-│*****#***#**********************%**%%********************************.............................%.│
-│**####*************************%**%**************************##*#**............................%...%│
-│****#**************************%%**%*************************#*#*..............................%....│
-│*#****##************************%*...%*********************##*..#...........................%...%%..│
-│****#*#***********************.%..%.%........................#..#.............................%.%...│
-│##*##*********************.......%.............................#.##.........................%.%.%%%.│
-│**#####*****************.......%...%%.......................................................%..%.%..│
-│**********************...........%.%.%%.....................#.#.#.#.............................%%..│
-│***##****************............%..%..%........................#.#.........................%...%...│
-│##**#**************................%...%.....................#..###......................%.%%.......│
-│###***************...............%.%.%...........................##............................%....│
-│**##************.................................................#......................%%.%..%.....│
-│**#************....................%%...........................##......................%%.%........│
-│**************........................%......................#..#...........................%.......│
-│************........................%%.%.......................##.....................%..%..........│
-│***********............................%%..............................................%%.%%........│
-│**********.............................%...%............................................%%%.........│
-│********...................................%..%....................................%.....%..........│
-│*******.................................%%..%.%................................%.%.%.%%.............│
-│******.....................................%%.%...%%.%.......................%%%....%.%.%...........│
-│*****....................................%.....%.%..%....................%.....%%.%.%...............│
-│***.........................................%%...%.%%%%..%.......%.........%%.%%....................│
-│**................................................%..%.......%..%%%%...%.%..%.%.....................│
-│*..................................................%.%.%............%..%...%........................│
-│..................................................%....%.%......%%...%.%............................│
-│..........................................................%..%......%%%.............................│
+│******************************#*********************************************************************│
+│***************************#******#*****#***********************************************************│
+│****************************************************************************************************│
+│*******************#*******#*#***#******#******#****************************************************│
+│******************#***##*****************#****#*****************************************************│
+│********************#********#*#********##***********#**********************************************│
+│****************************************************************************************************│
+│****************************************************#***********************************************│
+│************#******************************************#********************************************│
+│**************************************************#***#**#*#****************************************│
+│*************#******************************************#*******************************************│
+│*********#******************************************************************************************│
+│***********#************************************************#***************************************│
+│****#****##***********************%*************************#***************************************│
+│****#***#***************************************************#*************************************%*│
+│**#*#****************************%****************************#************************************%│
+│********************************%***************************************************************%***│
+│******#*********************************************************************************************│
+│#***#***************************%******************************#************************************│
+│**************************************************************************************************%*│
+│**##*#*************************%***************************************************************%*%**│
+│********************************%****************************#**#*******************************%***│
+│********************************%**********************************************************%%*******│
+│##***************************************************************#**************************%*******│
+│****************************************************************#***********************************│
+│*****************************************************************************************%*%********│
+│*#*********************************%*****************************#**********************************│
+│*******************************************************************************************%********│
+│************************************%**%*************************************************%**********│
+│***************************************************************************************%**%*********│
+│**************************************%%************************************************%***********│
+│*******************************************%**%*****************************************************│
+│********************************************%***************************************%***************│
+│***************************************************%**********************************%*************│
+│*****************************************%******************************%***********%***************│
+│************************************************%***%***%*******%**********%**%%********************│
+│*************************************************************%**%*%****%*%**************************│
+│*******************************************************%************%**%****************************│
+│*********************************************************************%******************************│
+│*************************************************************%******%%******************************│
└────────────────────────────────────────────────────────────────────────────────────────────────────┘Loss:
┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ 3.79e+1│- │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
+│ 2.92e+6│ - - │
│ │ │
│ │ │
│ │ │
@@ -61,124 +56,129 @@ Half-moons scatterplot and decision boundary:
│ │ │
│ │ │
│ │ │
+│ │ - - │
│ │ │
│ │ │
+│ │ - - │
+│ │ - - - - │
+│ │ - - │
+│ │ - - │
│ │ │
│l │ │
-│o │ │
-│s │ │
-│s │ │
-│ │ │
-│ │ │
+│o │ - - │
+│s │ - - │
+│s │ - - - - │
+│ │ - - │
+│ │ │
+│ │ - - │
+│ │ - - - - - - │
+│ │ - - │
+│ │ - - - - - - - - │
+│ │ - - - - │
+│ │ │
+│ │ │
+│ │ │
+│ │ - - - - │
+│ │ - - - - - - │
+│ │ - - │
+│ │ - - │
+│ │- - - - │
+│ │ - - - - - - - - │
+│ │ - - - - │
+│ 1.99e+5│ - - - - │
+├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+│ │0.00 7.90e+1│
+│ │ step │
+└────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘Log-loss, for better visibility:
+┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+│ 1.48e+1│ - - │
│ │ │
│ │ │
│ │ │
+│ │ - - │
+│ │ - - │
+│ │ - - - - │
+│ │ - - - - │
│ │ │
+│ │ - - │
+│ │ - - - - │
+│ │ - - - - │
│ │ │
+│ │ - - │
+│ │ - - - - - - - - │
+│ │ - - - - - - - - │
+│l │ - - - - │
+│o │ │
+│g │ │
│ │ │
-│ │ - │
+│l │ │
+│o │ - - - - │
+│s │ - - - - │
+│s │ - - - - │
│ │ │
+│ │ - - │
│ │ │
│ │ │
+│ │ - - │
+│ │- - │
+│ │ - - │
+│ │ - - - - │
+│ │ - - │
│ │ │
+│ │ - - - - │
│ │ │
│ │ │
+│ │ - - │
│ │ │
-│ │ - - - - │
-│ 0.00 │ - ---- --- --- ---- ---- ---- ---- -- - ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- │
+│ 1.22e+1│ - - │
├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │0.00 7.90e+1│
│ │ step │
-└────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘Log-loss, for better visibility:
-┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ 3.63 │- │
-│ │ │
-│ │ │
-│ │ │
-│ │ - │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ - │
-│ │ - │
-│ │ - - - │
-│ │ - - - - │
-│ │ -- - - - - - - - -- - - - - - -- │
-│ │ - - - - - - - -- - - -- - - - - │
-│ │ - - - │
-│l │ - - - -- - │
-│o │ - - │
-│g │ - - - - │
-│ │ - - - │
-│l │ - -- │
-│o │ - - - │
-│s │ - │
-│s │ - │
-│ │ - │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ │ │
-│ -1.00e+1│ - - - - - - - │
-├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
-│ │0.00 7.90e+1│
-│ │ step │
-└─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+└────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
Learning rate:
-┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ -1.01e-1│ - │
-│ │ -- │
-│ │ - - │
-│ │ -- │
-│ │ - - │
-│ │ -- │
-│ │ - - │
-│ │ -- │
-│ │ - - │
-│ │ -- │
-│ │ - - │
-│ │ -- │
-│ │ - - │
-│l │ -- │
-│e │ - - │
-│a │ -- │
-│r │ - - │
-│n │ -- │
-│i │ - - │
-│n │ -- │
-│g │ - - │
-│ │ -- │
-│r │ - - │
-│a │ -- │
-│t │ - - │
-│e │ -- │
-│ │ - - │
-│ │ -- │
-│ │ - - │
-│ │ -- │
-│ │ - - │
-│ │ -- │
-│ │ - - │
-│ │ -- │
-│ │ - - │
-│ │ -- │
-│ │ - - │
-│ │ -- │
-│ │ - - │
-│ -2.00e-1│--- │
-├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
-│ │0.00 7.90e+1│
-│ │ step│
-└─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘mlp_result's name: mlp_point
+┌──────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+│ -0.00│ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│l │ │
+│e │ │
+│a │ │
+│r │ │
+│n │ │
+│i │ │
+│n │ │
+│g │ │
+│ │ │
+│r │ │
+│a │ │
+│t │ │
+│e │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ │ │
+│ -0.00│---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- │
+├──────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+│ │0.00 7.90e+1│
+│ │ step │
+└──────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘mlp_result's name: mlp_point
(mlp moons_input) name: mlp_moons_input
(cd _build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/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/06d396ad31ac0d5bbfe259ec0c9b891d/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))))
@!Retrieving commandline, environment, or config file variable ocannl_prefer_backend_uniformity
Found true, in the config file
Retrieving commandline, environment, or config file variable ocannl_debug_log_to_stream_files
Not found, using default false
Retrieving commandline, environment, or config file variable ocannl_ll_ident_style
Not found, using default heuristic
Retrieving commandline, environment, or config file variable ocannl_cc_backend_optimization_level
Not found, using default 3
Retrieving commandline, environment, or config file variable ocannl_cc_backend_compiler_command
Not found, using default gcc
Fatal error: exception (Option.value_exn arrayjit/lib/backends.ml:296:28)
Raised at Base__Error.raise in file "src/error.ml" (inlined), line 9, characters 21-37
Called from Base__Option.value_exn in file "src/option.ml", line 119, characters 4-21
Called from Backends.Add_device.link_batch in file "arrayjit/lib/backends.ml", line 296, characters 5-44
Called from Backends.Raise_backend.link_batch in file "arrayjit/lib/backends.ml", line 489, characters 30-81
Called from Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", line 273, characters 15-96
Re-raised at Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", lines 271-273, characters 10-97
Re-raised at Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", lines 269-274, characters 23-18
Called from Base__Array0.mapi in file "src/array0.ml", line 142, characters 24-46
Called from Ocannl__Train.parallel_update in file "lib/train.ml", lines 269-274, characters 4-18
Re-raised at Ocannl__Train.parallel_update in file "lib/train.ml", lines 266-274, characters 2-18
Re-raised at Ocannl__Train.parallel_update in file "lib/train.ml", lines 233-320, characters 32-69
Called from Ocannl__Train.example_train_loop in file "lib/train.ml", lines 419-429, characters 4-39
Called from Dune__exe__Moons_demo_parallel_run.main in file "test/moons_demo_parallel_run.ml", lines 65-69, characters 4-8
Called from Base__Exn.protectx in file "src/exn.ml", line 79, characters 8-11
Re-raised at Base__Exn.raise_with_original_backtrace in file "src/exn.ml" (inlined), line 59, characters 2-50
Called from Base__Exn.protectx in file "src/exn.ml", line 86, characters 13-49
Called from Base__Exn.protect in file "src/exn.ml" (inlined), line 92, characters 26-49
Called from Dune__exe__Moons_demo_parallel_run in file "test/moons_demo_parallel_run.ml", line 90, characters 2-53
(cd _build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/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/06d396ad31ac0d5bbfe259ec0c9b891d/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/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/zero2hero_1of7.ml.corrected
diff --git a/_build/default/test/zero2hero_1of7.ml b/_build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/zero2hero_1of7.ml.corrected
index 61f11e7..33aca48 100644
--- a/_build/default/test/zero2hero_1of7.ml
+++ b/_build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/zero2hero_1of7.ml.corrected
@@ -30,24 +30,24 @@ let%expect_test "Graph drawing recompile" =
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> │ │ │
+ #15 +_f_nd
+ 6.00e+1
+ #16 grad_+_f_nd Virt/30
+ <void>
+ #13 - Virt/40 │#2 5. Virt/40
+ <void> │<void>
+ #14 grad_- Virt/30 │
+ <void> │
+ #11 *. Virt/40 │ #4 *. Virt/40 │
+ <void> │ <void> │
+ #12 grad_*. Virt/30 │ #5 grad_*. Virt/30 │
+ <void> │ <void> │
+ #10 3. Virt/40│#7 **. Virt/40 │#3 4. Virt/40│#0 x │
+ <void> │<void> │<void> │ 5.00 │
+ │#8 grad_**. Virt/30│ │#1 grad_x Local/26030│
+ │<void> │ │<void> │
+ │[0]│ #6 2. Virt/40 │ │ │
+ │ │ <void> │ │ │
|}];
let%op f = (3 *. ("x" [ 5 ] **. 2)) - (4 *. x) + 5 in
Train.every_non_literal_on_host f;
@@ -94,54 +94,21 @@ 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 410 -> 412 inconsistent for x")
+ Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45
+ Called from Base__Set.Accessors.iter in file "src/set.ml" (inlined), line 1193, characters 18-38
+ Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 17-83
+ Called from Tutorials__Zero2hero_1of7.(fun) in file "test/zero2hero_1of7.ml", lines 84-86, characters 10-69
+ Called from Base__Array0.map in file "src/array0.ml", line 130, characters 24-44
+ Called from Tutorials__Zero2hero_1of7.(fun) in file "test/zero2hero_1of7.ml", lines 81-90, characters 4-15
+ 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 ();
@@ -273,22 +240,22 @@ let%expect_test "Simple gradients hosted" =
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> │ │
+ #12 *._l Host&stream/410
+ <not-in-yet>
+ #13 grad_*._l Host&stream/410
+ <not-in-yet>
+ #8 +_d Host&stream/410 │#10 f Host&stream/410
+ <not-in-yet> │<not-in-yet>
+ #9 grad_+_d Host&stream/410 │#11 grad_f Host&stream/410
+ <not-in-yet> │<not-in-yet>
+ #4 *._e Host&stream/410 │#6 c Host&stream/410 │
+ <not-in-yet> │<not-in-yet> │
+ #5 grad_*._e Host&stream/410 │#7 grad_c Host&stream/410│
+ <not-in-yet> │<not-in-yet> │
+ #0 a Host&stream/410 │#2 b Host&stream/410 │ │
+ <not-in-yet> │<not-in-yet> │ │
+ #1 grad_a Host&stream/410│#3 grad_b Host&stream/410│ │
+ <not-in-yet> │<not-in-yet> │ │
|}];
(* Do not update the params: all values and gradients will be at initial points, which are
specified in the tensor in the brackets. *)
@@ -325,15 +292,15 @@ let%expect_test "Simple gradients hosted" =
#13 grad_*._l
1.00
#8 +_d │#10 f
- 4.00 │ -2.40
+ 4.00 │ -2.00
#9 grad_+_d │#11 grad_f
-2.00 │ 4.00
#4 *._e │#6 c │
- -6.00 │ 1.02e+1 │
+ -6.00 │ 1.00e+1 │
#5 grad_*._e │#7 grad_c│
-2.00 │ -2.00 │
#0 a │#2 b │ │
- 1.40 │ -2.60 │ │
+ 2.00 │ -3.00 │ │
#1 grad_a│#3 grad_b│ │
6.00 │ -4.00 │ │
|}];
@@ -345,21 +312,21 @@ let%expect_test "Simple gradients hosted" =
[%expect
{|
#12 *._l
- -1.57e+1
+ -8.00
#13 grad_*._l
1.00
#8 +_d │#10 f
- 6.56 │ -2.40
+ 4.00 │ -2.00
#9 grad_+_d │#11 grad_f
- -2.40 │ 6.56
+ -2.00 │ 4.00
#4 *._e │#6 c │
- -3.64 │ 1.02e+1 │
+ -6.00 │ 1.00e+1 │
#5 grad_*._e │#7 grad_c│
- -2.40 │ -2.40 │
+ -2.00 │ -2.00 │
#0 a │#2 b │ │
- 1.40 │ -2.60 │ │
+ 2.00 │ -3.00 │ │
#1 grad_a│#3 grad_b│ │
- 6.24 │ -3.36 │ │
+ 6.00 │ -4.00 │ │
|}]
let%expect_test "Simple gradients virtual" =
@@ -381,21 +348,21 @@ let%expect_test "Simple gradients virtual" =
Tensor.print_tree ~spy:true ~with_grad:true ~depth:9 l;
[%expect
{|
- #12 *._l Host&dev/41
+ #12 *._l Host&dev/412
<not-in-yet>
#13 grad_*._l unknown
<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
@@ -403,22 +370,22 @@ let%expect_test "Simple gradients virtual" =
Tensor.print_tree ~spy:true ~with_grad:true ~depth:9 l;
[%expect
{|
- #12 *._l Host&stream/41
- <not-in-yet>
- #13 grad_*._l Virt/40
- <not-in-yet>
- #8 +_d Local/46 │#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> │ │
+ #12 *._l Host&stream/410
+ <not-in-yet>
+ #13 grad_*._l Virt/40
+ <not-in-yet>
+ #8 +_d Virt/40 │#10 f Host&stream/410
+ <not-in-yet> │<not-in-yet>
+ #9 grad_+_d Virt/40 │#11 grad_f Host&stream/410
+ <not-in-yet> │<not-in-yet>
+ #4 *._e Virt/40 │#6 c Host&stream/410 │
+ <not-in-yet> │<not-in-yet> │
+ #5 grad_*._e Virt/40 │#7 grad_c Host&stream/410│
+ <not-in-yet> │<not-in-yet> │
+ #0 a Host&stream/410 │#2 b Host&stream/410 │ │
+ <not-in-yet> │<not-in-yet> │ │
+ #1 grad_a Host&stream/410│#3 grad_b Host&stream/410│ │
+ <not-in-yet> │<not-in-yet> │ │
|}];
(* Do not update the params: all values and gradients will be at initial points, which are
specified in the tensor in the brackets. *)
@@ -426,22 +393,22 @@ let%expect_test "Simple gradients virtual" =
Tensor.print_tree ~with_grad:true ~depth:9 l;
[%expect
{|
- #12 *._l
- -8.00
- #13 grad_*._l Virt/40
- <void>
- #8 +_d Local/46 │#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> │ │
+ #12 *._l
+ -8.00
+ #13 grad_*._l Virt/40
+ <void>
+ #8 +_d Virt/40 │#10 f
+ <void> │ -2.00
+ #9 grad_+_d Virt/40 │#11 grad_f
+ <void> │ 4.00
+ #4 *._e Virt/40 │#6 c │
+ <void> │ 1.00e+1 │
+ #5 grad_*._e Virt/40│#7 grad_c│
+ <void> │ -2.00 │
+ #0 a │#2 b │ │
+ 2.00 │ -3.00 │ │
+ #1 grad_a│#3 grad_b │ │
+ 6.00 │ -4.00 │ │
|}];
(* Only now compile the SGD update. *)
let sgd_routine = Train.to_routine (module Backend) grad_routine.context IDX.empty sgd in
@@ -452,22 +419,22 @@ let%expect_test "Simple gradients virtual" =
Tensor.print_tree ~with_grad:true ~depth:9 l;
[%expect
{|
- #12 *._l
- -8.00
- #13 grad_*._l Virt/40
- <void>
- #8 +_d Local/46 │#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> │ │
+ #12 *._l
+ -8.00
+ #13 grad_*._l Virt/40
+ <void>
+ #8 +_d Virt/40 │#10 f
+ <void> │ -2.00
+ #9 grad_+_d Virt/40 │#11 grad_f
+ <void> │ 4.00
+ #4 *._e Virt/40 │#6 c │
+ <void> │ 1.00e+1 │
+ #5 grad_*._e Virt/40│#7 grad_c│
+ <void> │ -2.00 │
+ #0 a │#2 b │ │
+ 2.00 │ -3.00 │ │
+ #1 grad_a│#3 grad_b │ │
+ 6.00 │ -4.00 │ │
|}];
(* 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. *)
@@ -475,22 +442,22 @@ let%expect_test "Simple gradients virtual" =
Tensor.print_tree ~with_grad:true ~depth:9 l;
[%expect
{|
- #12 *._l
- -1.57e+1
- #13 grad_*._l Virt/40
- <void>
- #8 +_d Local/46 │#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> │ │
+ #12 *._l
+ -8.00
+ #13 grad_*._l Virt/40
+ <void>
+ #8 +_d Virt/40 │#10 f
+ <void> │ -2.00
+ #9 grad_+_d Virt/40 │#11 grad_f
+ <void> │ 4.00
+ #4 *._e Virt/40 │#6 c │
+ <void> │ 1.00e+1 │
+ #5 grad_*._e Virt/40│#7 grad_c│
+ <void> │ -2.00 │
+ #0 a │#2 b │ │
+ 2.00 │ -3.00 │ │
+ #1 grad_a│#3 grad_b │ │
+ 6.00 │ -4.00 │ │
|}]
let%expect_test "tanh plot" =
@@ -539,16 +506,16 @@ let%expect_test "2D neuron virtual" =
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> │
+ #8 +_v
+ 7.00e-1
+ #9 grad_+_v Virt/40
+ <void>
+ #6 * Local/1046 │#0 b
+ <void> │ 6.70
+ #7 grad_* Virt/40 │#1 grad_b
+ <void> │ 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 │
|}]
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/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/moons_demo_parallel.ml.corrected
diff --git a/_build/default/test/moons_demo_parallel.ml b/_build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/moons_demo_parallel.ml.corrected
index ce09725..7efc668 100644
--- a/_build/default/test/moons_demo_parallel.ml
+++ b/_build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/moons_demo_parallel.ml.corrected
@@ -105,4 +105,24 @@ let%expect_test "Half-moons data parallel" =
]
in
PrintBox_text.output Stdio.stdout plot_loss);
- [%expect "Success"]
+ [%expect.unreachable]
+[@@expect.uncaught_exn {|
+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.
+ This is strongly discouraged as backtraces are fragile.
+ Please change this test to not include a backtrace. *)
+ (Option.value_exn arrayjit/lib/backends.ml:296:28)
+ Raised at Base__Error.raise in file "src/error.ml" (inlined), line 9, characters 21-37
+ Called from Base__Option.value_exn in file "src/option.ml", line 119, characters 4-21
+ Called from Backends.Add_device.link_batch in file "arrayjit/lib/backends.ml", line 296, characters 5-44
+ Called from Backends.Raise_backend.link_batch in file "arrayjit/lib/backends.ml", line 489, characters 30-81
+ Called from Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", line 273, characters 15-96
+ Re-raised at Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", lines 271-273, characters 10-97
+ Re-raised at Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", lines 269-274, characters 23-18
+ Called from Base__Array0.mapi in file "src/array0.ml", line 142, characters 24-46
+ Called from Ocannl__Train.parallel_update in file "lib/train.ml", lines 269-274, characters 4-18
+ Re-raised at Ocannl__Train.parallel_update in file "lib/train.ml", lines 266-274, characters 2-18
+ Re-raised at Ocannl__Train.parallel_update in file "lib/train.ml", lines 233-320, characters 32-69
+ Called from Ocannl__Train.example_train_loop in file "lib/train.ml", lines 419-429, characters 4-39
+ Called from Tutorials__Moons_demo_parallel.(fun) in file "test/moons_demo_parallel.ml", lines 58-62, characters 4-8
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
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/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/micrograd_demo.ml.corrected
diff --git a/_build/default/test/micrograd_demo.ml b/_build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/micrograd_demo.ml.corrected
index 59a566d..b1cd609 100644
--- a/_build/default/test/micrograd_demo.ml
+++ b/_build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/micrograd_demo.ml.corrected
@@ -190,40 +190,40 @@ let%expect_test "Micrograd half-moons example" =
│********************#*********************##*#*#****************************************************│
│******************#***#*****##*#*#*#****#*#*#*##****************************************************│
│**************#*#**###**#*##**##********#**#****###**#**********************************************│
- │***********#***##***#**##*****************#*#*##*###**********************************************..│
- │***************#**###******************************##*#******************************************...│
- │*************#*****#******************************#*#***#*#*************************************....│
- │*********#***#******************......************##*###**#************************************.....│
- │******#***#*#*#****************........******************#*#*********************************.......│
- │*****###****#****************...........****************#***********************************........│
- │*******#*###****************.............******************#*#*****************************.........│
- │**********##***************.......%%......***************#**##****************************..........│
- │*****#***#****************......%..%%......*********************************************..........%.│
- │**####*******************......%..%..........****************##*#**********************........%...%│
- │****#*******************.......%%..%..........***************#*#**********************.........%....│
- │*#****##***************.........%....%.........************##***#********************.......%...%%..│
- │****#*#***************.........%..%.%...........*************#**#*******************..........%.%...│
- │##*##****************............%...............**************#*##****************.........%.%.%%%.│
- │**#####************............%...%%.............*******************************...........%..%.%..│
- │******************...............%.%.%%............*********#*#*#*#*************................%%..│
- │***##************................%..%..%............************#*#************.............%...%...│
- │##**#***********...................%...%.............********#**###***********...........%.%%.......│
- │###************..................%.%.%................***********##**********..................%....│
- │**##**********.........................................**********#*********.............%%.%..%.....│
- │**#**********......................%%...................********##********..............%%.%........│
- │************..........................%..................****#**#********...................%.......│
- │***********.........................%%.%..................*****##******...............%..%..........│
- │**********.............................%%..................***********.................%%.%%........│
- │*********..............................%...%................*******.....................%%%.........│
- │********...................................%..%....................................%.....%..........│
- │*******.................................%%..%.%................................%.%.%.%%.............│
- │******.....................................%%.%...%%.%.......................%%%....%.%.%...........│
- │*****....................................%.....%.%..%....................%.....%%.%.%...............│
- │****........................................%%...%.%%%%..%.......%.........%%.%%....................│
- │***...............................................%..%.......%..%%%%...%.%..%.%.....................│
- │**.................................................%.%.%............%..%...%........................│
- │*.................................................%....%.%......%%...%.%............................│
- │..........................................................%..%......%%%.............................│
+ │***********#***##***#**##*****************#*#*##*###************************************************│
+ │***************#**###******************************##*#*********************************************│
+ │*************#*****#******************************#*#***#*#*****************************************│
+ │*********#***#************************************##*###**#*****************************************│
+ │******#***#*#*#******************************************#*#****************************************│
+ │*****###****#*******************************************#*******************************************│
+ │*******#*###***********************************************#*#**************************************│
+ │**********##**********************%%*********************#**##**************************************│
+ │*****#***#**********************%**%%*************************************************************%*│
+ │**####*************************%**%**************************##*#******************************%***%│
+ │****#**************************%%**%*************************#*#*******************************%****│
+ │*#****##************************%****%*********************##***#***************************%***%%**│
+ │****#*#************************%**%*%************************#**#*****************************%*%***│
+ │##*##****************************%*****************************#*##*************************%*%*%%%*│
+ │**#####************************%***%%*******************************************************%**%*%**│
+ │*********************************%*%*%%*********************#*#*#*#*****************************%%**│
+ │***##****************************%**%**%************************#*#*************************%***%***│
+ │##**#******************************%***%*********************#**###**********************%*%%*******│
+ │###******************************%*%*%***************************##****************************%****│
+ │**##*************************************************************#**********************%%*%**%*****│
+ │**#********************************%%***************************##**********************%%*%********│
+ │**************************************%**********************#**#***************************%*******│
+ │************************************%%*%***********************##*********************%**%**********│
+ │***************************************%%**********************************************%%*%%********│
+ │***************************************%***%********************************************%%%*********│
+ │*******************************************%**%************************************%*****%**********│
+ │****************************************%%**%*%********************************%*%*%*%%*************│
+ │*******************************************%%*%***%%*%***********************%%%****%*%*%***********│
+ │*****************************************%*****%*%**%********************%*****%%*%*%***************│
+ │********************************************%%***%*%%%%**%*******%*********%%*%%********************│
+ │**************************************************%**%*******%**%%%%***%*%**%*%*********************│
+ │***************************************************%*%*%************%**%***%************************│
+ │**************************************************%****%*%******%%***%*%****************************│
+ │**********************************************************%**%******%%%*****************************│
└────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
Stdio.printf "Loss:\n%!";
@@ -236,106 +236,106 @@ let%expect_test "Micrograd half-moons example" =
{|
Loss:
┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │ 3.79e+1│- │
+ │ 5.79e+6│ - - - - - - - - - - │
+ │ │ - - - - - - - - - - │
│ │ │
│ │ │
│ │ │
│ │ │
+ │ │ - - - - - - - - - -│
│ │ │
+ │ │ - - - - - - - - - - - - - - - - - - - -│
+ │ │ - - - - - - - - - - - - - - - - - - - - │
│ │ │
│ │ │
│ │ │
│ │ │
+ │ │ - - - - - - - - - - - - - - - - - - - -│
+ │ │- - - - - - - - - - │
+ │ │ - - - - - - - - - - - - - - - - - - - - │
+ │ │ - - - - - - - - - -│
+ │l │ - - - - - - - - - - - - - - - - - - - - │
+ │o │ - - - - - - - - - - │
+ │s │ - - - - - - - - - - - - - - - - - - - - │
+ │s │ - - - - - - - - - - - - - - - - - - - - │
+ │ │ - - - - - - - - - - - - - - - - - - - - │
│ │ │
+ │ │- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - │
+ │ │ - - - - - - - - - - │
+ │ │- - - - - - - - - - - - - - - - - - - - │
+ │ │ - - - - - - - - - - - - - - - - - - - - │
+ │ │ - - - - - - - - - - │
│ │ │
+ │ │ - - - - - - - - - - │
+ │ │ - - - - - - - - - - │
+ │ │ - - - - - - - - - - │
+ │ │ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - │
│ │ │
+ │ │- - - - - - - - - - │
│ │ │
│ │ │
│ │ │
- │ │ │
- │ │ │
- │l │ │
- │o │ │
- │s │ │
+ │ 1.69e+6│ - - - - - - - - - - │
+ ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │0.00 3.99e+2│
+ │ │ step │
+ └────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ |}];
+ 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:
+ ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ 1.55e+1│ - - - - - - - - - - │
+ │ │ - - - - - - - - - - │
+ │ │ │
+ │ │ │
+ │ │ - - - - - - - - - -│
+ │ │ - - - - - - - - - - - - - - - - - - - -│
+ │ │ - - - - - - - - - - - - - - - - - - - - │
+ │ │ │
+ │ │ │
+ │ │ - - - - - - - - - - - - - - - - - - - -│
+ │ │- - - - - - - - - - │
+ │ │ - - - - - - - - - - - - - - - - - - - - │
+ │ │ - - - - - - - - - - - - - - - - - - - -│
+ │ │ - - - - - - - - - - │
+ │ │ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - │
+ │ │ - - - - - - - - - - - - - - - - - - - - │
+ │l │ - - - - - - - - - - │
+ │o │ - - - - - - - - - - │
+ │g │- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - │
+ │ │ - - - - - - - - - - │
+ │l │- - - - - - - - - - │
+ │o │ - - - - - - - - - - │
+ │s │ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - │
│s │ │
│ │ │
+ │ │ - - - - - - - - - - │
│ │ │
+ │ │ - - - - - - - - - - - - - - - - - - - - │
+ │ │ - - - - - - - - - - │
+ │ │ - - - - - - - - - - - - - - - - - - - - │
│ │ │
│ │ │
+ │ │- - - - - - - - - - │
│ │ │
│ │ │
│ │ │
│ │ │
- │ │- │
- │ │ │
- │ │ │
- │ │ │
│ │ │
│ │ │
- │ │ │
- │ │ │
- │ │- - - │
- │ 0.00 │----------------------------------------------------------------------------------------------------│
+ │ 1.43e+1│ - - - - - - - - - - │
├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ │0.00 3.99e+2│
│ │ step │
└────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
- 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 │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}];
Stdio.printf "\nLearning rate:\n%!";
let plot_lr =
PrintBox_utils.plot ~x_label:"step" ~y_label:"learning rate"
@@ -345,51 +345,51 @@ let%expect_test "Micrograd half-moons example" =
[%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 │
- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
+ ┌──────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐
+ │ -0.00│ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │l │ │
+ │e │ │
+ │a │ │
+ │r │ │
+ │n │ │
+ │i │ │
+ │n │ │
+ │g │ │
+ │ │ │
+ │r │ │
+ │a │ │
+ │t │ │
+ │e │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ │ │
+ │ -0.00│----------------------------------------------------------------------------------------------------│
+ ├──────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤
+ │ │0.00 3.99e+2│
+ │ │ step │
+ └──────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘
|}];
(* Testing how the syntax extension %op creates labels for the resulting tensors: *)
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/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/hello_world_op.ml.corrected
diff --git a/_build/default/test/hello_world_op.ml b/_build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/hello_world_op.ml.corrected
index 9209a3a..9be0afd 100644
--- a/_build/default/test/hello_world_op.ml
+++ b/_build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/hello_world_op.ml.corrected
@@ -105,49 +105,15 @@ 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 +124,9 @@ 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 +137,9 @@ 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 +150,9 @@ 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 +163,9 @@ 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 +180,9 @@ 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 +197,22 @@ 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 605-609, 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 +232,38 @@ 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 270, characters 39-54
+ Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1257-1259, characters 12-40
+ Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1257-1259, characters 12-40
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 248, characters 17-24
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 248, characters 17-24
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 249, characters 17-24
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 248, characters 17-24
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 246, characters 66-72
+ Called from Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", line 272, characters 2-11
+ Re-raised at Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", lines 151-272, characters 29-11
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 435, characters 26-43
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 435, characters 2-43
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 433-440, 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 502, characters 25-95
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 492-506, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 510, characters 12-83
+ 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 +285,41 @@ 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 270, characters 39-54
+ Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1257-1259, characters 12-40
+ Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1257-1259, characters 12-40
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 248, characters 17-24
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 248, characters 17-24
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 248, characters 17-24
+ Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 246, characters 66-72
+ Called from Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", line 272, characters 2-11
+ Re-raised at Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", lines 151-272, characters 29-11
+ Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 435, characters 26-43
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 435, characters 2-43
+ Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 433-440, 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 502, characters 25-95
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 492-506, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 510, characters 12-83
+ 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 ();
@@ -602,140 +342,7 @@ let%expect_test "Very big tensor" =
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 ││
- │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
- └───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}];
+ {| [0]: r6x10x11x7x8x9 shape 0:6|3:7,4:8,5:9->1:10,2:11 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default hoo;
(* Disable line wrapping for viewing the output. In VSCode: `View: Toggle Word Wrap`. *)
[%expect
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/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/einsum_trivia.ml.corrected
diff --git a/_build/default/test/einsum_trivia.ml b/_build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/default/test/einsum_trivia.ml.corrected
index 35a36fa..a2a6577 100644
--- a/_build/default/test/einsum_trivia.ml
+++ b/_build/.sandbox/06d396ad31ac0d5bbfe259ec0c9b891d/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
{|
@@ -364,28 +239,10 @@ let%expect_test "einsum outer product" =
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 │ │
- │└┴────────────┘ │
- └──────────────────┘
- |}];
+ {| [0]: r2 shape 0:2 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ b;
[%expect
- {|
- ┌─────────────────────┐
- │[1]: r3 shape 0:3 │
- │┌┬──────────────────┐│
- │││axis 0 ││
- │├┼──────────────────┤│
- │││ 0.00 1.00 2.00 ││
- │└┴──────────────────┘│
- └─────────────────────┘
- |}];
+ {| [1]: r3 shape 0:3 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ c;
[%expect
{|
@@ -406,37 +263,10 @@ let%expect_test "einsum outer product" =
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 ││
- │└──────┴────────────────────────┴───────────────────────────┘│
- └─────────────────────────────────────────────────────────────┘
- |}];
+ {| [5]: r2x4x3 shape 0:2|2:3->1:4 <virtual> |}];
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 ││
- │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│
- └──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}];
+ {| [6]: r5x7x6 shape 0:5|2:6->1:7 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ c;
[%expect
{|
@@ -723,20 +553,7 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" =
let ctx = Train.forward_and_ctx backend ctx ho in
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
{|
@@ -776,106 +593,7 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" =
let ctx = Train.forward_and_ctx backend ctx ho3 in
Tensor.print ~with_code:false ~with_grad:false `Default @@ hey2;
[%expect
- {|
- ┌────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
- │[3]: 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 ││
- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│
...TRUNCATED BY DUNE...
- │└──────┴────────────────────────┴────────────────────────────────────┴────────────────────────────────────┘│
- └───────────────────────────────────────────────────────────────────────────────────────────────────────────┘
- |}];
+ {| [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
{|
@@ -1188,32 +845,10 @@ let%expect_test "einsum broadcast or sum out prefix axes" =
Train.forward_and_forget backend ctx f;
Tensor.print ~with_code:false ~with_grad:false `Default @@ d;
[%expect
- {|
- ┌─────────────────────────┐
- │[3]: r3x2 shape 1:2->0:3 │
- │┌──────┬────────────┐ │
- ││ │axis 1 │ │
- │├──────┼────────────┤ │
- ││axis 0│ 0.00 1.00 │ │
- ││ │ 2.00 3.00 │ │
- ││ │ 4.00 5.00 │ │
- │└──────┴────────────┘ │
- └─────────────────────────┘
- |}];
+ {| [3]: r3x2 shape 1:2->0:3 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ e;
[%expect
- {|
- ┌───────────────────────────────────────┐
- │[4]: r3x4 shape 1:4->0:3 │
- │┌──────┬──────────────────────────────┐│
- ││ │axis 1 ││
- │├──────┼──────────────────────────────┤│
- ││axis 0│ 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 ││
- │└──────┴──────────────────────────────┘│
- └───────────────────────────────────────┘
- |}];
+ {| [4]: r3x4 shape 1:4->0:3 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ f;
[%expect
{|
@@ -1253,20 +888,7 @@ let%expect_test "einsum1 fixed dim axis" =
let ctx = Train.forward_and_ctx backend ctx ho in
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
{|
@@ -1284,20 +906,7 @@ let%expect_test "einsum1 fixed dim axis" =
let ctx = Train.forward_and_ctx backend ctx ho2 in
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 @@ ho2;
[%expect
{|
@@ -1316,18 +925,7 @@ let%expect_test "einsum1 fixed dim axis" =
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 │ │
- │└──────┴────────────┘ │
- └─────────────────────────┘
- |}];
+ {| [3]: r3x2 shape 1:2->0:3 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ ho3;
[%expect
{|
@@ -1379,34 +977,10 @@ 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
{|
@@ -1450,159 +1024,159 @@ 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 │ 2.93e+29 1.85e+25 4.16e-7 ││
+ ││axis 2│ 2.93e+29 1.85e+25 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.93e+29 1.85e+25 4.00 ││
+ ││ │ 2.93e+29 1.85e+25 5.00 ││
+ │├──────┼──────────────────────────────┤│
+ ││1 @ 1 │ 2.70e-6 1.85e+25 1.35e+28 ││
+ ││axis 2│ 2.70e-6 1.85e+25 1.35e+28 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.70e-6 1.85e+25 1.35e+28 ││
+ ││ │ 2.70e-6 1.85e+25 1.35e+28 ││
+ │├──────┼──────────────────────────────┤│
+ ││2 @ 1 │ 4.67e+33 1.85e+25 2.95e-6 ││
+ ││axis 2│ 4.67e+33 1.85e+25 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 4.67e+33 1.85e+25 4.00 ││
+ ││ │ 4.67e+33 1.85e+25 5.00 ││
+ │├──────┼──────────────────────────────┤│
+ ││3 @ 1 │ 1.89e+28 1.85e+25 8.42e+26 ││
+ ││axis 2│ 1.89e+28 1.85e+25 8.42e+26 ││
+ ││ │ ... ... ... ││
+ ││ │ 1.89e+28 1.85e+25 8.42e+26 ││
+ ││ │ 1.89e+28 1.85e+25 8.42e+26 ││
+ │├──────┼──────────────────────────────┤│
+ ││4 @ 1 │ 3.71e-41 1.85e+25 2.08e-7 ││
+ ││axis 2│ 3.71e-41 1.85e+25 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 3.71e-41 1.85e+25 4.00 ││
+ ││ │ 3.71e-41 1.85e+25 5.00 ││
+ │└──────┴──────────────────────────────┘│
+ ├───────────────────────────────────────┤
+ │┌──────┬──────────────────────────────┐│
+ ││1 @ 0 │axis 3 ││
+ │├──────┼──────────────────────────────┤│
+ ││0 @ 1 │ 2.93e+29 2.89e+32 1.35e+28 ││
+ ││axis 2│ 2.93e+29 2.89e+32 1.35e+28 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.93e+29 2.89e+32 1.35e+28 ││
+ ││ │ 2.93e+29 2.89e+32 1.35e+28 ││
+ │├──────┼──────────────────────────────┤│
+ ││1 @ 1 │ 1.00 2.89e+32 2.71e+28 ││
+ ││axis 2│ 1.00 2.89e+32 2.71e+28 ││
+ ││ │ ... ... ... ││
+ ││ │ 1.00 2.89e+32 2.71e+28 ││
+ ││ │ 1.00 2.89e+32 2.71e+28 ││
+ │├──────┼──────────────────────────────┤│
+ ││2 @ 1 │ 4.67e+33 2.89e+32 1.35e+28 ││
+ ││axis 2│ 4.67e+33 2.89e+32 1.35e+28 ││
+ ││ │ ... ... ... ││
+ ││ │ 4.67e+33 2.89e+32 1.35e+28 ││
+ ││ │ 4.67e+33 2.89e+32 1.35e+28 ││
+ │├──────┼──────────────────────────────┤│
+ ││3 @ 1 │ 1.89e+28 2.89e+32 1.44e+28 ││
+ ││axis 2│ 1.89e+28 2.89e+32 1.44e+28 ││
+ ││ │ ... ... ... ││
+ ││ │ 1.89e+28 2.89e+32 1.44e+28 ││
+ ││ │ 1.89e+28 2.89e+32 1.44e+28 ││
+ │├──────┼──────────────────────────────┤│
+ ││4 @ 1 │ 1.00 2.89e+32 1.35e+28 ││
+ ││axis 2│ 1.00 2.89e+32 1.35e+28 ││
+ ││ │ ... ... ... ││
+ ││ │ 1.00 2.89e+32 1.35e+28 ││
+ ││ │ 1.00 2.89e+32 1.35e+28 ││
+ │└──────┴──────────────────────────────┘│
+ ├───────────────────────────────────────┤
+ │┌──────┬──────────────────────────────┐│
+ ││2 @ 0 │axis 3 ││
+ │├──────┼──────────────────────────────┤│
+ ││0 @ 1 │ 2.93e+29 3.36e+21 2.95e-6 ││
+ ││axis 2│ 2.93e+29 3.36e+21 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.93e+29 3.36e+21 4.00 ││
+ ││ │ 2.93e+29 3.36e+21 5.00 ││
+ │├──────┼──────────────────────────────┤│
+ ││1 @ 1 │ 2.00 3.36e+21 1.35e+28 ││
+ ││axis 2│ 2.00 3.36e+21 1.35e+28 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.00 3.36e+21 1.35e+28 ││
+ ││ │ 2.00 3.36e+21 1.35e+28 ││
+ │├──────┼──────────────────────────────┤│
+ ││2 @ 1 │ 4.67e+33 3.36e+21 5.49e-6 ││
+ ││axis 2│ 4.67e+33 3.36e+21 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 4.67e+33 3.36e+21 4.00 ││
+ ││ │ 4.67e+33 3.36e+21 5.00 ││
+ │├──────┼──────────────────────────────┤│
+ ││3 @ 1 │ 1.89e+28 3.36e+21 8.42e+26 ││
+ ││axis 2│ 1.89e+28 3.36e+21 8.42e+26 ││
+ ││ │ ... ... ... ││
+ ││ │ 1.89e+28 3.36e+21 8.42e+26 ││
+ ││ │ 1.89e+28 3.36e+21 8.42e+26 ││
+ │├──────┼──────────────────────────────┤│
+ ││4 @ 1 │ 2.00 3.36e+21 2.74e-6 ││
+ ││axis 2│ 2.00 3.36e+21 1.00 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.00 3.36e+21 4.00 ││
+ ││ │ 2.00 3.36e+21 5.00 ││
+ │└──────┴──────────────────────────────┘│
+ ├───────────────────────────────────────┤
+ │┌──────┬──────────────────────────────┐│
+ ││3 @ 0 │axis 3 ││
+ │├──────┼──────────────────────────────┤│
+ ││0 @ 1 │ 2.93e+29 1.64e+19 1.38e+31 ││
+ ││axis 2│ 2.93e+29 1.64e+19 1.38e+31 ││
+ ││ │ ... ... ... ││
+ ││ │ 2.93e+29 1.64e+19 1.38e+31 ││
+ ││ │ 2.93e+29 1.64e+19 1.38e+31 ││
+ │├──────┼──────────────────────────────┤│
+ ││1 @ 1 │ 3.00 1.64e+19 1.38e+31 ││
+ ││axis 2│ 3.00 1.64e+19 1.38e+31 ││
+ ││ │ ... ... ... ││
+ ││ │ 3.00 1.64e+19 1.38e+31 ││
+ ││ │ 3.00 1.64e+19 1.38e+31 ││
+ │├──────┼──────────────────────────────┤│
+ ││2 @ 1 │ 4.67e+33 1.64e+19 1.38e+31 ││
+ ││axis 2│ 4.67e+33 1.64e+19 1.38e+31 ││
+ ││ │ ... ... ... ││
+ ││ │ 4.67e+33 1.64e+19 1.38e+31 ││
+ ││ │ 4.67e+33 1.64e+19 1.38e+31 ││
+ │├──────┼──────────────────────────────┤│
+ ││3 @ 1 │ 1.89e+28 1.64e+19 1.38e+31 ││
+ ││axis 2│ 1.89e+28 1.64e+19 1.38e+31 ││
+ ││ │ ... ... ... ││
+ ││ │ 1.89e+28 1.64e+19 1.38e+31 ││
+ ││ │ 1.89e+28 1.64e+19 1.38e+31 ││
+ │├──────┼──────────────────────────────┤│
+ ││4 @ 1 │ 3.00 1.64e+19 1.38e+31 ││
+ ││axis 2│ 3.00 1.64e+19 1.38e+31 ││
+ ││ │ ... ... ... ││
+ ││ │ 3.00 1.64e+19 1.38e+31 ││
+ ││ │ 3.00 1.64e+19 1.38e+31 ││
+ │└──────┴──────────────────────────────┘│
+ └───────────────────────────────────────┘
|}];
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 1.85e+25 2.08e-7 ││
+ ││ │ 1.00 2.89e+32 1.35e+28 ││
+ ││ │ 2.00 3.36e+21 2.74e-6 ││
+ ││ │ 3.00 1.64e+19 1.38e+31 ││
+ │└──────┴──────────────────────────┘│
+ └───────────────────────────────────┘
|}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ tk;
[%expect
@@ -1644,54 +1218,10 @@ 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 +1258,10 @@ 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
2025-06-29 09:22.31: Job failed: Failed: Build failed