2025-07-01 09:54.28: New job: test ahrefs/ocannl https://github.com/ahrefs/ocannl.git#refs/heads/master (a75dce11559024a083c4d36dc613d5fc378d0739) (linux-x86_64:fedora-41-5.3_opam-2.3)
Base: ocaml/opam:fedora-41-ocaml-5.3@sha256:146713442ed5c2eb4e9d95547da36a8643e814340597351b96fb871f2855c3b7
Opam project build
To reproduce locally:
git clone --recursive "https://github.com/ahrefs/ocannl.git" -b "master" && cd "ocannl" && git reset --hard a75dce11
cat > Dockerfile <<'END-OF-DOCKERFILE'
FROM ocaml/opam:fedora-41-ocaml-5.3@sha256:146713442ed5c2eb4e9d95547da36a8643e814340597351b96fb871f2855c3b7
# fedora-41-5.3_opam-2.3
USER 1000:1000
ENV CLICOLOR_FORCE="1"
ENV OPAMCOLOR="always"
WORKDIR /src
RUN sudo dnf install -y findutils
RUN sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam
RUN opam init --reinit -ni
RUN uname -rs && opam exec -- ocaml -version && opam --version
WORKDIR /src
RUN sudo chown opam /src
RUN cd ~/opam-repository && (git cat-file -e 7210227672addfb4db789560e45923f54c0aeab1 || git fetch origin master) && git reset -q --hard 7210227672addfb4db789560e45923f54c0aeab1 && git log --no-decorate -n1 --oneline && opam update -u
COPY --chown=1000:1000 neural_nets_lib.opam arrayjit.opam ./
RUN opam pin add -yn neural_nets_lib.dev './' && \
opam pin add -yn arrayjit.dev './'
RUN echo '(lang dune 3.0)' > './dune-project'
ENV DEPS="angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 parsexp.v0.17.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.0 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.12.0 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0"
ENV CI="true"
ENV OCAMLCI="true"
RUN opam update --depexts && opam install --cli=2.3 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS
RUN opam install $DEPS
COPY --chown=1000:1000 . /src
RUN opam exec -- dune build @install @check @runtest && rm -rf _build
END-OF-DOCKERFILE
docker build .
END-REPRO-BLOCK
2025-07-01 09:54.28: Using cache hint "ahrefs/ocannl-ocaml/opam:fedora-41-ocaml-5.3@sha256:146713442ed5c2eb4e9d95547da36a8643e814340597351b96fb871f2855c3b7-fedora-41-5.3_opam-2.3-82912e70cd030e6e6af979ac4425a6a2"
2025-07-01 09:54.28: Using OBuilder spec:
((from ocaml/opam:fedora-41-ocaml-5.3@sha256:146713442ed5c2eb4e9d95547da36a8643e814340597351b96fb871f2855c3b7)
(comment fedora-41-5.3_opam-2.3)
(user (uid 1000) (gid 1000))
(env CLICOLOR_FORCE 1)
(env OPAMCOLOR always)
(workdir /src)
(run (network host)
(shell "sudo dnf install -y findutils"))
(run (shell "sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam"))
(run (shell "opam init --reinit -ni"))
(run (shell "uname -rs && opam exec -- ocaml -version && opam --version"))
(workdir /src)
(run (shell "sudo chown opam /src"))
(run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "cd ~/opam-repository && (git cat-file -e 7210227672addfb4db789560e45923f54c0aeab1 || git fetch origin master) && git reset -q --hard 7210227672addfb4db789560e45923f54c0aeab1 && git log --no-decorate -n1 --oneline && opam update -u"))
(copy (src neural_nets_lib.opam arrayjit.opam) (dst ./))
(run (network host)
(shell "opam pin add -yn neural_nets_lib.dev './' && \
\nopam pin add -yn arrayjit.dev './'"))
(run (network host)
(shell "echo '(lang dune 3.0)' > './dune-project'"))
(env DEPS "angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 parsexp.v0.17.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.0 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.12.0 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0")
(env CI true)
(env OCAMLCI true)
(run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "opam update --depexts && opam install --cli=2.3 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS"))
(run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "opam install $DEPS"))
(copy (src .) (dst /src))
(run (shell "opam exec -- dune build @install @check @runtest && rm -rf _build"))
)
2025-07-01 09:54.28: Waiting for resource in pool OCluster
2025-07-01 09:54.28: Waiting for workerβ¦
2025-07-01 09:54.29: Got resource from pool OCluster
Building on toxis.caelum.ci.dev
All commits already cached
HEAD is now at a75dce11 Support Tensor.params field via the Tensor.param function; a couple early missing-init fixes More missing-init fixes after %cd syntax is updated to allow inline bindings for non-assignment expressions.
(from ocaml/opam:fedora-41-ocaml-5.3@sha256:146713442ed5c2eb4e9d95547da36a8643e814340597351b96fb871f2855c3b7)
2025-07-01 09:54.29 ---> using "6885aab87f4fe22185c8b8094f735035f681f36e522db31f68b1c3410c45c8dc" from cache
/: (comment fedora-41-5.3_opam-2.3)
/: (user (uid 1000) (gid 1000))
/: (env CLICOLOR_FORCE 1)
/: (env OPAMCOLOR always)
/: (workdir /src)
/src: (run (network host)
(shell "sudo dnf install -y findutils"))
Updating and loading repositories:
Fedora 41 openh264 (From Cisco) - x86_ 100% | 1.6 KiB/s | 986.0 B | 00m01s
Fedora 41 - x86_64 100% | 146.0 KiB/s | 26.7 KiB | 00m00s
Fedora 41 - x86_64 - Updates 100% | 63.2 KiB/s | 25.6 KiB | 00m00s
Fedora 41 openh264 (From Cisco) - x86_ 100% | 5.1 KiB/s | 5.8 KiB | 00m01s
Fedora 41 - x86_64 - Updates 100% | 1.8 MiB/s | 5.2 MiB | 00m03s
Repositories loaded.
Package "findutils-1:4.10.0-4.fc41.x86_64" is already installed.
Nothing to do.
2025-07-01 09:54.29 ---> using "be913ffc0559d1f9061ab7a5a14cead2760cef4759fb2f507009e508be9d1904" from cache
/src: (run (shell "sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam"))
2025-07-01 09:54.29 ---> using "06b698498e5a5e5c62763942374272aaa9f8ccb14dba2ca9a6ee215e79a511a7" 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
Format upgrade done.
<><> Updating repositories ><><><><><><><><><><><><><><><><><><><><><><><><><><>
[default] Initialised
2025-07-01 09:54.29 ---> using "2ab33c3e3494a4a312bd0b70e17e60f5891afea9b3bc06c2dfbf6b765ac5d2d7" from cache
/src: (run (shell "uname -rs && opam exec -- ocaml -version && opam --version"))
Linux 5.15.0-134-generic
The OCaml toplevel, version 5.3.0
2.3.0
2025-07-01 09:54.29 ---> using "a10b4865dcd3eb52b5cd422f7f390da13f120a6bc87cf8de5f3c86eae9dd43d0" from cache
/src: (workdir /src)
/src: (run (shell "sudo chown opam /src"))
2025-07-01 09:54.29 ---> using "b54fc704a579008027213d2076ec99cf59bb09f2216bd0f1b7c5760bec3a4607" 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..70ed6dc380 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)
2025-07-01 09:55.05 ---> saved as "ff4c38ec303ea17f7f27c11137a9ffe0d1088c614160c82b3b70aff98bbbf193"
/src: (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./))
2025-07-01 09:55.05 ---> saved as "25efb63312eae20c230a4d07d6c95e7b5bad9289113d64bddecb148395e0b851"
/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)
2025-07-01 09:55.07 ---> saved as "b75fdb171de476d7b37b89437555b6267d7c58f2dfd5640aee12e1be26eecbba"
/src: (run (network host)
(shell "echo '(lang dune 3.0)' > './dune-project'"))
2025-07-01 09:55.07 ---> saved as "dbf3061c634589d265a7ab80c235c844d276493f40a3fb12dae0ed792e334f7f"
/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 "yum" "makecache"
- Updating and loading repositories:
- Fedora 41 - x86_64 - Updates 100% | 193.8 KiB/s | 25.6 KiB | 00m00s
- Repositories loaded.
- Metadata cache created.
<><> 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:
libcurl-devel libffi-devel zlib-ng-compat-devel
<><> Handling external dependencies <><><><><><><><><><><><><><><><><><><><><><>
+ /usr/bin/sudo "yum" "install" "-y" "libcurl-devel" "libffi-devel" "zlib-ng-compat-devel"
- Updating and loading repositories:
- Repositories loaded.
- Package Arch Version Repository Size
- Installing:
- libcurl-devel x86_64 8.9.1-3.fc41 updates 1.3 MiB
- libffi-devel x86_64 3.4.6-3.fc41 fedora 33.1 KiB
- zlib-ng-compat-devel x86_64 2.2.3-2.fc41 updates 107.0 KiB
- Installing dependencies:
- brotli x86_64 1.1.0-5.fc41 fedora 31.8 KiB
- brotli-devel x86_64 1.1.0-5.fc41 fedora 65.6 KiB
- cmake-filesystem x86_64 3.30.8-1.fc41 updates 0.0 B
- libidn2-devel x86_64 2.3.8-1.fc41 updates 148.2 KiB
- libnghttp2-devel x86_64 1.62.1-3.fc41 updates 295.2 KiB
- libpsl-devel x86_64 0.21.5-4.fc41 fedora 110.3 KiB
- libssh-devel x86_64 0.10.6-8.fc41 fedora 155.0 KiB
- openssl-devel x86_64 1:3.2.4-1.fc41 updates 4.3 MiB
- publicsuffix-list noarch 20250616-1.fc41 updates 332.8 KiB
-
- Transaction Summary:
- Installing: 12 packages
-
- Total size of inbound packages is 4 MiB. Need to download 4 MiB.
- After this operation, 7 MiB extra will be used (install 7 MiB, remove 0 B).
- [ 1/12] libffi-devel-0:3.4.6-3.fc41.x86 100% | 205.5 KiB/s | 28.8 KiB | 00m00s
- [ 2/12] zlib-ng-compat-devel-0:2.2.3-2. 100% | 267.9 KiB/s | 38.3 KiB | 00m00s
- [ 3/12] brotli-devel-0:1.1.0-5.fc41.x86 100% | 1.0 MiB/s | 34.0 KiB | 00m00s
- [ 4/12] cmake-filesystem-0:3.30.8-1.fc4 100% | 266.9 KiB/s | 16.8 KiB | 00m00s
- [ 5/12] brotli-0:1.1.0-5.fc41.x86_64 100% | 557.8 KiB/s | 20.1 KiB | 00m00s
- [ 6/12] libcurl-devel-0:8.9.1-3.fc41.x8 100% | 3.7 MiB/s | 871.1 KiB | 00m00s
- [ 7/12] libidn2-devel-0:2.3.8-1.fc41.x8 100% | 1.1 MiB/s | 64.0 KiB | 00m00s
- [ 8/12] libnghttp2-devel-0:1.62.1-3.fc4 100% | 837.2 KiB/s | 55.3 KiB | 00m00s
- [ 9/12] libpsl-devel-0:0.21.5-4.fc41.x8 100% | 455.7 KiB/s | 33.3 KiB | 00m00s
- [10/12] libssh-devel-0:0.10.6-8.fc41.x8 100% | 852.6 KiB/s | 39.2 KiB | 00m00s
- [11/12] publicsuffix-list-0:20250616-1. 100% | 1.6 MiB/s | 89.9 KiB | 00m00s
- [12/12] openssl-devel-1:3.2.4-1.fc41.x8 100% | 8.6 MiB/s | 2.8 MiB | 00m00s
- --------------------------------------------------------------------------------
- [12/12] Total 100% | 4.6 MiB/s | 4.1 MiB | 00m01s
- Running transaction
- [ 1/14] Verify package files 100% | 250.0 B/s | 12.0 B | 00m00s
- [ 2/14] Prepare transaction 100% | 67.0 B/s | 12.0 B | 00m00s
- [ 3/14] Installing cmake-filesystem-0:3 100% | 1.4 MiB/s | 7.3 KiB | 00m00s
- [ 4/14] Installing zlib-ng-compat-devel 100% | 35.3 MiB/s | 108.5 KiB | 00m00s
- [ 5/14] Installing libssh-devel-0:0.10. 100% | 51.2 MiB/s | 157.4 KiB | 00m00s
- [ 6/14] Installing publicsuffix-list-0: 100% | 81.5 MiB/s | 333.8 KiB | 00m00s
- [ 7/14] Installing libpsl-devel-0:0.21. 100% | 6.2 MiB/s | 113.6 KiB | 00m00s
- [ 8/14] Installing openssl-devel-1:3.2. 100% | 91.0 MiB/s | 5.2 MiB | 00m00s
- [ 9/14] Installing libnghttp2-devel-0:1 100% | 144.7 MiB/s | 296.3 KiB | 00m00s
- [10/14] Installing libidn2-devel-0:2.3. 100% | 152.2 MiB/s | 155.8 KiB | 00m00s
- [11/14] Installing brotli-0:1.1.0-5.fc4 100% | 31.7 MiB/s | 32.5 KiB | 00m00s
- [12/14] Installing brotli-devel-0:1.1.0 100% | 22.1 MiB/s | 68.0 KiB | 00m00s
- [13/14] Installing libcurl-devel-0:8.9. 100% | 149.9 MiB/s | 1.3 MiB | 00m00s
- [14/14] Installing libffi-devel-0:3.4.6 100% | 561.2 KiB/s | 34.8 KiB | 00m00s
- Complete!
+ /usr/bin/rpm "-q" "--whatprovides" "libcurl-devel" "libffi-devel" "zlib-ng-compat-devel"
- libcurl-devel-8.9.1-3.fc41.x86_64
- libffi-devel-3.4.6-3.fc41.x86_64
- zlib-ng-compat-devel-2.2.3-2.fc41.x86_64
2025-07-01 09:55.17 ---> saved as "9d88003a597a2ae1e9265e5fbe338e10187ebe5ef1a2df533cb0f3f5d5b94979"
/src: (run (cache (opam-archives (target /home/opam/.opam/download-cache)))
(network host)
(shell "opam install $DEPS"))
[NOTE] Package ocaml-options-vanilla is already installed (current version is 1).
[NOTE] Package ocaml-config is already installed (current version is 3).
[NOTE] Package ocaml-compiler is already installed (current version is 5.3.0).
[NOTE] Package ocaml-base-compiler is already installed (current version is 5.3.0).
[NOTE] Package ocaml is already installed (current version is 5.3.0).
[NOTE] Package base-unix is already installed (current version is base).
[NOTE] Package base-threads is already installed (current version is base).
[NOTE] Package base-nnp is already installed (current version is base).
[NOTE] Package base-effects is already installed (current version is base).
[NOTE] Package base-domains is already installed (current version is base).
[NOTE] Package base-bigarray is already installed (current version is base).
The following actions will be performed:
=== install 81 packages
- install angstrom 0.16.1
- install astring 0.8.5
- install backoff 0.1.1
- install base v0.17.3
- install base-bytes base
- install bigarray-compat 1.1.0
- install bigstringaf 0.10.0
- install camlp-streams 5.0.1
- install camlzip 1.13
- install cmdliner 1.3.0
- install conf-libcurl 2
- install conf-libffi 2.0.0
- install conf-pkg-config 4
- install conf-zlib 1
- install cppo 1.8.0
- install csexp 1.5.2
- install csv 2.4
- install ctypes 0.23.0
- install ctypes-foreign 0.23.0
- install curl 0.10.0
- install dune 3.19.1
- install dune-configurator 3.19.1
- install fieldslib v0.17.0
- install fmt 0.10.0
- install integers 0.7.0
- install jane-street-headers v0.17.0
- install jst-config v0.17.0
- install logs 0.8.0
- install mdx 2.5.0
- install mtime 2.1.0
- install multicore-magic 2.3.1
- install num 1.6
- install ocaml-compiler-libs v0.17.0
- install ocaml-syntax-shims 1.0.0
- install ocaml-version 4.0.1
- install ocaml_intrinsics_kernel v0.17.1
- install ocamlbuild 0.16.1
- install ocamlfind 1.9.8
- install parsexp v0.17.0
- install pprint 20230830
- install ppx_assert v0.17.0
- install ppx_base v0.17.0
- install ppx_cold v0.17.0
- install ppx_compare v0.17.0
- install ppx_derivers 1.2.1
- install ppx_deriving 6.1.0
- install ppx_enumerate v0.17.0
- install ppx_expect v0.17.3
- install ppx_fields_conv v0.17.0
- install ppx_globalize v0.17.2
- install ppx_hash v0.17.0
- install ppx_here v0.17.0
- install ppx_inline_test v0.17.1
- install ppx_minidebug 2.3.0
- install ppx_optcomp v0.17.1
- install ppx_sexp_conv v0.17.1
- install ppx_string v0.17.0
- install ppx_variants_conv v0.17.1
- install ppxlib 0.36.0
- install ppxlib_jane v0.17.4
- install printbox 0.12
- install printbox-ext-plot 0.12
- install printbox-html 0.12
- install printbox-md 0.12
- install printbox-text 0.12
- install ptime 1.2.0
- install re 1.12.0
- install result 1.5
- install saturn_lockfree 0.5.0
- install seq base
- install sexplib v0.17.0
- install sexplib0 v0.17.0
- install stdio v0.17.0
- install stdlib-shims 0.3.0
- install thread-local-storage 0.2
- install time_now v0.17.0
- install topkg 1.0.8
- install tyxml 4.6.0
- install uucp 16.0.0
- install uutf 1.0.4
- install variantslib v0.17.0
<><> Processing actions <><><><><><><><><><><><><><><><><><><><><><><><><><><><>
-> retrieved backoff.0.1.1 (cached)
-> retrieved astring.0.8.5 (cached)
-> retrieved angstrom.0.16.1 (cached)
-> retrieved 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 integers.0.7.0 (cached)
-> retrieved fmt.0.10.0 (cached)
-> retrieved jane-street-headers.v0.17.0 (cached)
-> retrieved jst-config.v0.17.0 (cached)
-> retrieved logs.0.8.0 (cached)
-> retrieved mtime.2.1.0 (cached)
-> retrieved multicore-magic.2.3.1 (cached)
-> retrieved mdx.2.5.0 (cached)
-> retrieved num.1.6 (cached)
-> retrieved ocaml-compiler-libs.v0.17.0 (cached)
-> retrieved ocaml-syntax-shims.1.0.0 (cached)
-> retrieved ocaml-version.4.0.1 (cached)
-> retrieved ocaml_intrinsics_kernel.v0.17.1 (cached)
-> retrieved ocamlbuild.0.16.1 (cached)
-> retrieved ocamlfind.1.9.8 (cached)
-> retrieved parsexp.v0.17.0 (cached)
-> retrieved pprint.20230830 (cached)
-> retrieved ppx_assert.v0.17.0 (cached)
-> retrieved ppx_base.v0.17.0 (cached)
-> retrieved ppx_cold.v0.17.0 (cached)
-> retrieved ppx_compare.v0.17.0 (cached)
-> retrieved ppx_derivers.1.2.1 (cached)
-> retrieved ppx_enumerate.v0.17.0 (cached)
-> retrieved ppx_deriving.6.1.0 (cached)
-> retrieved dune.3.19.1, dune-configurator.3.19.1 (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)
-> installed cmdliner.1.3.0
-> installed num.1.6
-> retrieved ppx_optcomp.v0.17.1 (cached)
-> retrieved ppx_minidebug.2.3.0 (cached)
-> retrieved ppx_sexp_conv.v0.17.1 (cached)
-> retrieved ppx_string.v0.17.0 (cached)
-> retrieved ppx_variants_conv.v0.17.1 (cached)
-> retrieved ppxlib_jane.v0.17.4 (cached)
-> retrieved ptime.1.2.0 (cached)
-> retrieved re.1.12.0 (cached)
-> retrieved result.1.5 (cached)
-> retrieved saturn_lockfree.0.5.0 (cached)
-> retrieved seq.base (cached)
-> installed seq.base
-> retrieved ppxlib.0.36.0 (cached)
-> retrieved sexplib.v0.17.0 (cached)
-> retrieved sexplib0.v0.17.0 (cached)
-> retrieved stdio.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 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 ocamlfind.1.9.8
-> installed base-bytes.base
-> installed camlzip.1.13
-> installed ocamlbuild.0.16.1
-> 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 ppx_derivers.1.2.1
-> installed csexp.1.5.2
-> installed backoff.0.1.1
-> installed bigarray-compat.1.1.0
-> installed camlp-streams.5.0.1
-> installed csv.2.4
-> installed multicore-magic.2.3.1
-> installed ocaml-version.4.0.1
-> installed ocaml-syntax-shims.1.0.0
-> installed ocaml_intrinsics_kernel.v0.17.1
-> installed ocaml-compiler-libs.v0.17.0
-> installed pprint.20230830
-> installed cppo.1.8.0
-> installed printbox.0.12
-> installed re.1.12.0
-> installed result.1.5
-> installed sexplib0.v0.17.0
-> installed stdlib-shims.0.3.0
-> installed thread-local-storage.0.2
-> installed saturn_lockfree.0.5.0
-> installed integers.0.7.0
-> installed parsexp.v0.17.0
-> installed dune-configurator.3.19.1
-> installed bigstringaf.0.10.0
-> installed mdx.2.5.0
-> installed sexplib.v0.17.0
-> installed angstrom.0.16.1
-> installed tyxml.4.6.0
-> installed printbox-html.0.12
-> installed curl.0.10.0
-> installed ctypes.0.23.0
-> installed base.v0.17.3
-> installed fieldslib.v0.17.0
-> installed variantslib.v0.17.0
-> installed ctypes-foreign.0.23.0
-> installed stdio.v0.17.0
-> installed uucp.16.0.0
-> installed printbox-text.0.12
-> installed printbox-md.0.12
-> installed printbox-ext-plot.0.12
-> 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_deriving.6.1.0
-> installed ppx_compare.v0.17.0
-> installed ppx_sexp_conv.v0.17.1
-> installed ppx_hash.v0.17.0
-> installed ppx_assert.v0.17.0
-> installed ppx_base.v0.17.0
-> installed ppx_minidebug.2.3.0
-> installed jst-config.v0.17.0
-> installed ppx_string.v0.17.0
-> installed time_now.v0.17.0
-> installed ppx_inline_test.v0.17.1
-> installed ppx_expect.v0.17.3
Done.
# To update the current shell environment, run: eval $(opam env)
2025-07-01 09:56.28 ---> saved as "f43d4e04284d01c11845eeb48d640eb184a6cdf1ab78bf223955426d8e9ae625"
/src: (copy (src .) (dst /src))
2025-07-01 09:56.28 ---> saved as "b9dd54ab8442c987122c4570769f1761e76d0a0c8f8bdd8acebf68dfc32fdf00"
/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
(cd _build/default && /home/opam/.opam/5.3/bin/ocamlc.opt -w @1..3@5..28@31..39@43@46..47@49..57@61..62@67@69-40 -strict-sequence -strict-formats -short-paths -keep-locs -g -bin-annot -bin-annot-occurrences -I test/einsum/.moons_demo_variant.eobjs/byte -I /home/opam/.opam/5.3/lib/angstrom -I /home/opam/.opam/5.3/lib/backoff -I /home/opam/.opam/5.3/lib/base -I /home/opam/.opam/5.3/lib/base/base_internalhash_types -I /home/opam/.opam/5.3/lib/base/shadow_stdlib -I /home/opam/.opam/5.3/lib/bigarray-compat -I /home/opam/.opam/5.3/lib/bigstringaf -I /home/opam/.opam/5.3/lib/ctypes -I /home/opam/.opam/5.3/lib/ctypes-foreign -I /home/opam/.opam/5.3/lib/fieldslib -I /home/opam/.opam/5.3/lib/integers -I /home/opam/.opam/5.3/lib/mtime -I /home/opam/.opam/5.3/lib/mtime/clock -I /home/opam/.opam/5.3/lib/multicore-magic -I /home/opam/.opam/5.3/lib/num -I /home/opam/.opam/5.3/lib/ocaml/str -I /home/opam/.opam/5.3/lib/ocaml/threads -I /home/opam/.opam/5.3/lib/ocaml/unix -I /home/opam/.opam/5.3/lib/ocaml_intrinsics_kernel -I /home/opam/.opam/5.3/lib/parsexp -I /home/opam/.opam/5.3/lib/pprint -I /home/opam/.opam/5.3/lib/ppx_compare/runtime-lib -I /home/opam/.opam/5.3/lib/ppx_hash/runtime-lib -I /home/opam/.opam/5.3/lib/ppx_here/runtime-lib -I /home/opam/.opam/5.3/lib/ppx_minidebug/runtime -I /home/opam/.opam/5.3/lib/ppx_sexp_conv/runtime-lib -I /home/opam/.opam/5.3/lib/ppx_string/runtime -I /home/opam/.opam/5.3/lib/printbox -I /home/opam/.opam/5.3/lib/printbox-ext-plot -I /home/opam/.opam/5.3/lib/printbox-html -I /home/opam/.opam/5.3/lib/printbox-md -I /home/opam/.opam/5.3/lib/printbox-text -I /home/opam/.opam/5.3/lib/ptime -I /home/opam/.opam/5.3/lib/ptime/clock -I /home/opam/.opam/5.3/lib/re -I /home/opam/.opam/5.3/lib/saturn_lockfree -I /home/opam/.opam/5.3/lib/seq -I /home/opam/.opam/5.3/lib/sexplib -I /home/opam/.opam/5.3/lib/sexplib0 -I /home/opam/.opam/5.3/lib/stdio -I /home/opam/.opam/5.3/lib/stdlib-shims -I /home/opam/.opam/5.3/lib/thread-local-storage -I /home/opam/.opam/5.3/lib/tyxml -I /home/opam/.opam/5.3/lib/tyxml/functor -I /home/opam/.opam/5.3/lib/uucp -I /home/opam/.opam/5.3/lib/uutf -I /home/opam/.opam/5.3/lib/variantslib -I arrayjit/lib/.backends.objs/byte -I arrayjit/lib/.ir.objs/byte -I arrayjit/lib/.utils.objs/byte -I lib/.ocannl.objs/byte -intf-suffix .ml -no-alias-deps -opaque -o test/einsum/.moons_demo_variant.eobjs/byte/dune__exe__Moons_demo_variant.cmo -c -impl test/einsum/moons_demo_variant.pp.ml)
File "test/einsum/moons_demo_variant.ml", line 83, characters 27-32:
83 | let%cd mlp_result = mlp "point" in
^^^^^
Error: Unbound value point
Hint: Did you mean points?
(cd _build/default && /home/opam/.opam/5.3/bin/ocamlopt.opt -w @1..3@5..28@31..39@43@46..47@49..57@61..62@67@69-40 -strict-sequence -strict-formats -short-paths -keep-locs -g -I test/einsum/.moons_demo_variant.eobjs/byte -I test/einsum/.moons_demo_variant.eobjs/native -I /home/opam/.opam/5.3/lib/angstrom -I /home/opam/.opam/5.3/lib/backoff -I /home/opam/.opam/5.3/lib/base -I /home/opam/.opam/5.3/lib/base/base_internalhash_types -I /home/opam/.opam/5.3/lib/base/shadow_stdlib -I /home/opam/.opam/5.3/lib/bigarray-compat -I /home/opam/.opam/5.3/lib/bigstringaf -I /home/opam/.opam/5.3/lib/ctypes -I /home/opam/.opam/5.3/lib/ctypes-foreign -I /home/opam/.opam/5.3/lib/fieldslib -I /home/opam/.opam/5.3/lib/integers -I /home/opam/.opam/5.3/lib/mtime -I /home/opam/.opam/5.3/lib/mtime/clock -I /home/opam/.opam/5.3/lib/multicore-magic -I /home/opam/.opam/5.3/lib/multicore-magic/__private__/multicore_magic_atomic_array_unboxed5 -I /home/opam/.opam/5.3/lib/num -I /home/opam/.opam/5.3/lib/ocaml/str -I /home/opam/.opam/5.3/lib/ocaml/threads -I /home/opam/.opam/5.3/lib/ocaml/unix -I /home/opam/.opam/5.3/lib/ocaml_intrinsics_kernel -I /home/opam/.opam/5.3/lib/parsexp -I /home/opam/.opam/5.3/lib/pprint -I /home/opam/.opam/5.3/lib/ppx_compare/runtime-lib -I /home/opam/.opam/5.3/lib/ppx_hash/runtime-lib -I /home/opam/.opam/5.3/lib/ppx_here/runtime-lib -I /home/opam/.opam/5.3/lib/ppx_minidebug/runtime -I /home/opam/.opam/5.3/lib/ppx_sexp_conv/runtime-lib -I /home/opam/.opam/5.3/lib/ppx_string/runtime -I /home/opam/.opam/5.3/lib/printbox -I /home/opam/.opam/5.3/lib/printbox-ext-plot -I /home/opam/.opam/5.3/lib/printbox-html -I /home/opam/.opam/5.3/lib/printbox-md -I /home/opam/.opam/5.3/lib/printbox-text -I /home/opam/.opam/5.3/lib/ptime -I /home/opam/.opam/5.3/lib/ptime/clock -I /home/opam/.opam/5.3/lib/re -I /home/opam/.opam/5.3/lib/saturn_lockfree -I /home/opam/.opam/5.3/lib/seq -I /home/opam/.opam/5.3/lib/sexplib -I /home/opam/.opam/5.3/lib/sexplib0 -I /home/opam/.opam/5.3/lib/stdio -I /home/opam/.opam/5.3/lib/stdlib-shims -I /home/opam/.opam/5.3/lib/thread-local-storage -I /home/opam/.opam/5.3/lib/tyxml -I /home/opam/.opam/5.3/lib/tyxml/functor -I /home/opam/.opam/5.3/lib/uucp -I /home/opam/.opam/5.3/lib/uutf -I /home/opam/.opam/5.3/lib/variantslib -I arrayjit/lib/.backends.objs/byte -I arrayjit/lib/.backends.objs/native -I arrayjit/lib/.ir.objs/byte -I arrayjit/lib/.ir.objs/native -I arrayjit/lib/.utils.objs/byte -I arrayjit/lib/.utils.objs/native -I lib/.ocannl.objs/byte -I lib/.ocannl.objs/native -intf-suffix .ml -no-alias-deps -opaque -o test/einsum/.moons_demo_variant.eobjs/native/dune__exe__Moons_demo_variant.cmx -c -impl test/einsum/moons_demo_variant.pp.ml)
File "test/einsum/moons_demo_variant.ml", line 83, characters 27-32:
83 | let%cd mlp_result = mlp "point" in
^^^^^
Error: Unbound value point
Hint: Did you mean points?
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:
File "test_ppx/dune", line 25, characters 7-18:
25 | (name test_ppx_op)
^^^^^^^^^^^
(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
Fatal error: exception Sys_error("log_files/debug-toc.html: 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.table_of_contents_ch in file "minidebug_runtime.ml", line 158, characters 15-32
Called from Minidebug_runtime.debug_file.Debug in file "minidebug_runtime.ml", lines 2081-2083, characters 12-68
Called from Thread_local_storage.get_default in file "src/thread_local_storage.ml" (inlined), line 118, characters 12-22
Called from Minidebug_runtime.local_runtime.get_local in file "minidebug_runtime.ml", line 2250, characters 21-76
Called from Minidebug_runtime.local_runtime.(fun) in file "minidebug_runtime.ml", line 2252, characters 41-53
Called from Utils.set_log_level.Debug_runtime in file "arrayjit/lib/utils.ml", lines 422-425, characters 29-42
Called from Utils.restore_settings in file "arrayjit/lib/utils.ml", line 428, characters 2-34
Called from Utils in file "arrayjit/lib/utils.ml", line 444, characters 9-28
File "test/einsum/test_conv_syntax.expected", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum/test_conv_syntax.expected _build/default/test/einsum/test_conv_syntax.exe.output
diff --git a/_build/default/test/einsum/test_conv_syntax.expected b/_build/default/test/einsum/test_conv_syntax.exe.output
index 4bd5a1c..0580e1e 100644
--- a/_build/default/test/einsum/test_conv_syntax.expected
+++ b/_build/default/test/einsum/test_conv_syntax.exe.output
@@ -1,5 +1,5 @@
-Welcome to OCANNL! Reading configuration defaults from /Users/lukstafi/ocannl/_build/default/test/einsum/ocannl_config.
+Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/einsum/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Testing conv syntax parsing...
(cd _build/default/test_ppx && ./test_ppx_op_expected.exe)
Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test_ppx/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition 'Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/74c0de93aa5ce82843ca5ab055044ed9/default/test/ocannl_config.' -source-tree-root .. -diff-cmd -)
Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/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/b0c908e5f716578a49ffac6ad95fe7b0/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/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/b0c908e5f716578a49ffac6ad95fe7b0/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/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/b0c908e5f716578a49ffac6ad95fe7b0/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/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/b0c908e5f716578a49ffac6ad95fe7b0/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
File "test/dune", lines 30-40, characters 0-281:
30 | (rule
31 | (alias runtest)
32 | (target
33 | (dir log_files))
34 | (action
35 | (run
36 | %{dep:micrograd_demo_logging.exe}
37 | "--ocannl_debug_backend=text"
38 | "--ocannl_log_file_stem=micrograd_demo_logging"
39 | "--ocannl_log_main_domain_to_stdout=false"
40 | "--ocannl_debug_log_to_stream_files=true")))
(cd _build/default/test && ./micrograd_demo_logging.exe --ocannl_debug_backend=text --ocannl_log_file_stem=micrograd_demo_logging --ocannl_log_main_domain_to_stdout=false --ocannl_debug_log_to_stream_files=true)
Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
Retrieving commandline, environment, or config file variable ocannl_backend
Found multicore_cc, in the config file
Retrieving commandline, environment, or config file variable ocannl_cd_ident_style
Not found, using default heuristic
Retrieving commandline, environment, or config file variable ocannl_ll_ident_style
Not found, using default heuristic
Retrieving commandline, environment, or config file variable ocannl_prefer_backend_uniformity
Found true, in the config file
Retrieving commandline, environment, or config file variable ocannl_debug_log_to_stream_files
Found true, commandline --ocannl_debug_log_to_stream_files=true
Retrieving commandline, environment, or config file variable ocannl_cc_backend_optimization_level
Not found, using default 3
Retrieving commandline, environment, or config file variable ocannl_cc_backend_compiler_command
Not found, using default gcc
Retrieving commandline, environment, or config file variable ocannl_cc_backend_verify_codesign
Not found, using default false
Fatal error: exception File "src/printbox-text/PrintBox_text.ml", line 212, characters 6-12: Assertion failed
Raised at PrintBox_text.Output.Make_out.to_buf_aux_ in file "src/printbox-text/PrintBox_text.ml", line 212, characters 6-50
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 19-42
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41
Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41
Called from PrintBox_text.Output.Make_out.render in file "src/printbox-text/PrintBox_text.ml", line 242, characters 14-64
Called from PrintBox_text.output in file "src/printbox-text/PrintBox_text.ml", line 851, characters 2-31
Called from Minidebug_runtime.PrintBox.output_box in file "minidebug_runtime.ml", line 1527, characters 19-59
Called from Minidebug_runtime.PrintBox.close_log_impl.close_tree in file "minidebug_runtime.ml", line 1572, characters 6-38
Called from Backends.Add_buffer_retrieval_and_syncing.sync_routine in file "arrayjit/lib/backends.ml", lines 142-170, characters 31-82
Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 474-475, characters 4-92
Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 461-475, characters 23-92
Called from Dune__exe__Micrograd_demo_logging in file "test/micrograd_demo_logging.ml", line 36, characters 13-76
(cd _build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/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/b0c908e5f716578a49ffac6ad95fe7b0/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/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/b0c908e5f716578a49ffac6ad95fe7b0/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..9649864 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
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+ββ β 1.99 4.00 4.00 β β
+ββ β 1.99 3.99 5.00 β β
+βββββββββ΄βββββββββββββββββββββββ β
+βββββββββββββββββββββββββββββββββββββ€
+βββββββββ¬βββββββββββββββββββββββ β
+ββ3 @ 0 βaxis 3 β β
+βββββββββΌβββββββββββββββββββββββ€ β
+ββ0 @ 1 β 3.00 0.00 0.00 β β
+ββaxis 2β 3.00 0.00 1.00 β β
+ββ β ... ... ... β β
+ββ β 2.99 4.58e-41 4.00 β β
+ββ β 3.00 -5.96e-4 5.00 β β
+βββββββββΌβββββββββββββββββββββββ€ β
+ββ1 @ 1 β 3.00 1.00 0.00 β β
+ββaxis 2β 3.00 1.00 1.00 β β
+ββ β ... ... ... β β
+ββ β 2.99 1.00 4.00 β β
+ββ β 3.00 9.99e-1 5.00 β β
+βββββββββΌβββββββββββββββββββββββ€ β
+ββ2 @ 1 β 3.00 2.00 0.00 β β
+ββaxis 2β 3.00 2.00 1.00 β β
+ββ β ... ... ... β β
+ββ β 2.99 2.00 4.00 β β
+ββ β 3.00 1.99 5.00 β β
+βββββββββΌβββββββββββββββββββββββ€ β
+ββ3 @ 1 β 3.00 3.00 0.00 β β
+ββaxis 2β 3.00 3.00 1.00 β β
+ββ β ... ... ... β β
+ββ β 2.99 3.00 4.00 β β
+ββ β 3.00 2.99 5.00 β β
+βββββββββΌβββββββββββββββββββββββ€ β
+ββ4 @ 1 β 2.99 4.00 2.80e-33 β β
+ββaxis 2β 2.99 4.00 1.00 β β
+ββ β ... ... ... β β
+ββ β 2.99 4.00 4.00 β β
+ββ β 2.99 3.99 5.00 β β
+βββββββββ΄βββββββββββββββββββββββ β
+βββββββββββββββββββββββββββββββββββββ
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
-βββββββββββββββββββββββββββββ
-β[7]: =>_tk shape 0:6,1:3 β
-βββββββββ¬ββββββββββββββββββββ
-ββ βaxis 1 ββ
-βββββββββΌβββββββββββββββββββ€β
-ββaxis 0β 0.00 0.00 0.00 ββ
-ββ β 0.00 0.00 1.00 ββ
-ββ β ... ... ... ββ
-ββ β 0.00 0.00 4.00 ββ
-ββ β 0.00 0.00 5.00 ββ
-βββββββββ΄ββββββββββββββββββββ
-βββββββββββββββββββββββββββββ
+βββββββββββββββββββββββββββββββββββββ
+β[7]: =>_tk shape 0:6,1:3 β
+βββββββββ¬ββββββββββββββββββββββββββββ
+ββ βaxis 1 ββ
+βββββββββΌβββββββββββββββββββββββββββ€β
+ββaxis 0β 1.29e-18 0.00 0.00 ββ
+ββ β 0.00 0.00 1.00 ββ
+ββ β ... ... ... ββ
+ββ β -5.96e-4 4.58e-41 4.00 ββ
+ββ β 0.00 -5.96e-4 5.00 ββ
+βββββββββ΄ββββββββββββββββββββββββββββ
+βββββββββββββββββββββββββββββββββββββ
HERE: test/einsum/einsum_trivia_exec.ml:323:21
(cd _build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/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/b0c908e5f716578a49ffac6ad95fe7b0/default/test/ocannl_config.
Retrieving commandline, environment, or config file variable ocannl_log_level
Found 0, in the config file
(cd _build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/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/b0c908e5f716578a49ffac6ad95fe7b0/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)
ββ{orphaned from #24}
Retrieving commandline, environment, or config file variable ocannl_backend
Found multicore_cc, in the config file
Properties of devices:
(multicore_devices
(device ((device_name CPU) (device_ordinal 0) (num_domains 72))))
@!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
Retrieving commandline, environment, or config file variable ocannl_cc_backend_verify_codesign
Not found, using default false
Fatal error: exception Utils.User_error("The linked context lacks node b1")
Raised at Backends.verify_prior_context.(fun) in file "arrayjit/lib/backends.ml", line 220, characters 11-93
Called from Base__Set.Tree0.iter.iter in file "src/set.ml", line 860, characters 8-14
Called from Base__Set.Tree0.iter.iter in file "src/set.ml", line 860, characters 8-14
Called from Base__Set.Accessors.iter in file "src/set.ml" (inlined), line 1193, characters 18-38
Called from Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 216-220, characters 2-94
Re-raised at Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 215-220, characters 37-94
Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 462-463, characters 4-49
Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 461-475, characters 23-92
Called from Base__Array0.map in file "src/array0.ml", line 130, characters 24-44
Called from Ocannl__Train.example_train_loop in file "lib/train.ml", line 412, characters 21-84
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/b0c908e5f716578a49ffac6ad95fe7b0/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/b0c908e5f716578a49ffac6ad95fe7b0/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/b0c908e5f716578a49ffac6ad95fe7b0/default/test/zero2hero_1of7.ml.corrected
diff --git a/_build/default/test/zero2hero_1of7.ml b/_build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/default/test/zero2hero_1of7.ml.corrected
index 61f11e7..d05050e 100644
--- a/_build/default/test/zero2hero_1of7.ml
+++ b/_build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/default/test/zero2hero_1of7.ml.corrected
@@ -28,54 +28,14 @@ let%expect_test "Graph drawing recompile" =
Train.set_hosted x.value;
Train.forward_and_forget backend ctx f_nd;
Tensor.print_tree ~with_grad:true ~depth:9 f_nd;
- [%expect
- {|
- #15 +_f_nd
- 6.00e+1
- #16 grad_+_f_nd Virt/30
- <void>
- #13 - Virt/152 β#2 5. Virt/40
- <void> β<void>
- #14 grad_- Virt/30 β
- <void> β
- #11 *. Virt/152 β #4 *. Virt/152 β
- <void> β <void> β
- #12 grad_*. Virt/30 β #5 grad_*. Virt/30 β
- <void> β <void> β
- #10 3. Virt/40β#7 **. Virt/152 β#3 4. Virt/40β#0 x β
- <void> β<void> β<void> β 5.00 β
- β#8 grad_**. Virt/30β β#1 grad_x Local/30β
- β<void> β β<void> β
- β[0]β #6 2. Virt/40 β β β
- β β <void> β β β
- |}];
+ [%expect.unreachable];
let%op f = (3 *. ("x" [ 5 ] **. 2)) - (4 *. x) + 5 in
Train.every_non_literal_on_host f;
let f_upd = Train.grad_update f in
let f_bprop = Train.to_routine (module Backend) ctx IDX.empty f_upd in
Train.run f_bprop;
Tensor.print_tree ~with_grad:true ~depth:9 f;
- [%expect
- {|
- #32 +_f
- 6.00e+1
- #33 grad_+_f
- 1.00
- #30 - β#19 5. Virt/40
- 5.50e+1 β<void>
- #31 grad_- β
- 1.00 β
- #28 *. β #21 *. β
- 7.50e+1 β 2.00e+1 β
- #29 grad_*. β #22 grad_*. β
- 1.00 β -1.00 β
- #27 3. Virt/40β #24 **. β#20 4. Virt/40β#17 x β
- <void> β 2.50e+1 β<void> β 5.00 β
- β #25 grad_**. β β#18 grad_xβ
- β 3.00 β β 2.60e+1 β
- β[17]β#23 2. Virt/40β β β
- β β<void> β β β
- |}];
+ [%expect.unreachable];
let xs = Array.init 10 ~f:Float.(fun i -> of_int i - 5.) in
let ys =
Array.map xs ~f:(fun v ->
@@ -94,54 +54,24 @@ 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
- {|
- ββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β 1.00e+2β# β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β # β
- β β β
- β β β
- β β β
- β β β
- βf β β
- β( β β
- βx β β
- β) β β
- β β β
- β β # β
- β β β
- β β β
- β β #β
- β β β
- β β β
- β β β
- β β β
- β β # β
- β β β
- β β # β
- β β β
- β β β
- β β # β
- β β # β
- β β β
- β 4.00 β # # β
- ββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- β β-5.00 4.00β
- β β x β
- ββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}]
+ [%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. *)
+ ("Utils.User_error(\"The linked context lacks node x\")")
+ Raised at Backends.verify_prior_context.(fun) in file "arrayjit/lib/backends.ml", line 220, characters 11-93
+ Called from Base__Set.Accessors.iter in file "src/set.ml" (inlined), line 1193, characters 18-38
+ Called from Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 216-220, characters 2-94
+ Re-raised at Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 215-220, characters 37-94
+ Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 462-463, characters 4-49
+ Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 461-475, characters 23-92
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 504, characters 13-95
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 494-508, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 512, characters 12-83
+ Called from Tutorials__Zero2hero_1of7.(fun) in file "test/zero2hero_1of7.ml", line 29, characters 2-43
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "Graph drawing fetch" =
Tensor.unsafe_reinitialize ();
@@ -271,96 +201,39 @@ let%expect_test "Simple gradients hosted" =
let sgd_routine = Train.to_routine (module Backend) grad_routine.context IDX.empty sgd in
(* Check out the initial state without running a forward pass. *)
Tensor.print_tree ~spy:true ~with_grad:true ~depth:9 l;
- [%expect
- {|
- #12 *._l Host&stream/41
- <not-in-yet>
- #13 grad_*._l Host&stream/41
- <not-in-yet>
- #8 +_d Host&stream/41 β#10 f Host&shared/39
- <not-in-yet> β<not-in-yet>
- #9 grad_+_d Host&stream/41 β#11 grad_f Host&stream/41
- <not-in-yet> β<not-in-yet>
- #4 *._e Host&stream/41 β#6 c Host&shared/39 β
- <not-in-yet> β<not-in-yet> β
- #5 grad_*._e Host&stream/41 β#7 grad_c Host&stream/41β
- <not-in-yet> β<not-in-yet> β
- #0 a Host&shared/39 β#2 b Host&shared/39 β β
- <not-in-yet> β<not-in-yet> β β
- #1 grad_a Host&stream/41β#3 grad_b Host&stream/41β β
- <not-in-yet> β<not-in-yet> β β
- |}];
+ [%expect.unreachable];
(* Do not update the params: all values and gradients will be at initial points, which are
specified in the tensor in the brackets. *)
Train.run grad_routine;
Tensor.print_tree ~with_grad:true ~depth:9 l;
- [%expect
- {|
- #12 *._l
- -8.00
- #13 grad_*._l
- 1.00
- #8 +_d β#10 f
- 4.00 β -2.00
- #9 grad_+_d β#11 grad_f
- -2.00 β 4.00
- #4 *._e β#6 c β
- -6.00 β 1.00e+1 β
- #5 grad_*._e β#7 grad_cβ
- -2.00 β -2.00 β
- #0 a β#2 b β β
- 2.00 β -3.00 β β
- #1 grad_aβ#3 grad_bβ β
- 6.00 β -4.00 β β
- |}];
+ [%expect.unreachable];
(* Now we update the params, but we are not doing the forward and backward passes: only params
values will change, compared to the above. The update is in the opposite direction of the
gradient. *)
Train.run sgd_routine;
Tensor.print_tree ~with_grad:true ~depth:9 l;
- [%expect
- {|
- #12 *._l
- -8.00
- #13 grad_*._l
- 1.00
- #8 +_d β#10 f
- 4.00 β -2.40
- #9 grad_+_d β#11 grad_f
- -2.00 β 4.00
- #4 *._e β#6 c β
- -6.00 β 1.02e+1 β
- #5 grad_*._e β#7 grad_cβ
- -2.00 β -2.00 β
- #0 a β#2 b β β
- 1.40 β -2.60 β β
- #1 grad_aβ#3 grad_bβ β
- 6.00 β -4.00 β β
- |}];
+ [%expect.unreachable];
(* Now the params will remain as above, but both param gradients and the values and gradients of
other nodes will change thanks to the forward and backward passes. *)
Train.run grad_routine;
Tensor.print_tree ~with_grad:true ~depth:9 l;
- [%expect
- {|
- #12 *._l
- -1.57e+1
- #13 grad_*._l
- 1.00
- #8 +_d β#10 f
- 6.56 β -2.40
- #9 grad_+_d β#11 grad_f
- -2.40 β 6.56
- #4 *._e β#6 c β
- -3.64 β 1.02e+1 β
- #5 grad_*._e β#7 grad_cβ
- -2.40 β -2.40 β
- #0 a β#2 b β β
- 1.40 β -2.60 β β
- #1 grad_aβ#3 grad_bβ β
- 6.24 β -3.36 β β
- |}]
+ [%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. *)
+ ("Utils.User_error(\"The linked context lacks node a\")")
+ Raised at Backends.verify_prior_context.(fun) in file "arrayjit/lib/backends.ml", line 220, characters 11-93
+ Called from Base__Set.Tree0.iter.iter in file "src/set.ml", line 860, characters 8-14
+ Called from Base__Set.Accessors.iter in file "src/set.ml" (inlined), line 1193, characters 18-38
+ Called from Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 216-220, characters 2-94
+ Re-raised at Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 215-220, characters 37-94
+ Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 462-463, characters 4-49
+ Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 461-475, characters 23-92
+ Called from Tutorials__Zero2hero_1of7.(fun) in file "test/zero2hero_1of7.ml", line 270, characters 21-73
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "Simple gradients virtual" =
Tensor.unsafe_reinitialize ();
@@ -381,68 +254,29 @@ let%expect_test "Simple gradients virtual" =
Tensor.print_tree ~spy:true ~with_grad:true ~depth:9 l;
[%expect
{|
- #12 *._l Host&dev/41
- <not-in-yet>
- #13 grad_*._l unknown
- <not-in-yet>
- #8 +_d unknown β#10 f Host-non-const/24
- <not-in-yet> β<not-in-yet>
- #9 grad_+_d unknown β#11 grad_f Material/28
- <not-in-yet> β<not-in-yet>
- #4 *._e unknown β#6 c Host-non-const/24β
- <not-in-yet> β<not-in-yet> β
- #5 grad_*._e unknown β#7 grad_c Material/28 β
- <not-in-yet> β<not-in-yet> β
- #0 a Host-non-const/24β#2 b Host-non-const/24β β
- <not-in-yet> β<not-in-yet> β β
- #1 grad_a Material/28 β#3 grad_b Material/28 β β
- <not-in-yet> β<not-in-yet> β β
+ #12 *._l Host&dev/412
+ <not-in-yet>
+ #13 grad_*._l unknown
+ <not-in-yet>
+ #8 +_d unknown β[10]
+ <not-in-yet> β
+ #9 grad_+_d unknown β
+ <not-in-yet> β
+ #4 *._e unknown β[6]β
+ <not-in-yet> β β
+ #5 grad_*._e unknownβ β
+ <not-in-yet> β β
+ [0]β[2] β β
|}];
let grad_routine = Train.to_routine (module Backend) ctx IDX.empty grad in
(* Check out the state without running a forward pass or compiling the SGD update. *)
Tensor.print_tree ~spy:true ~with_grad:true ~depth:9 l;
- [%expect
- {|
- #12 *._l Host&stream/41
- <not-in-yet>
- #13 grad_*._l Virt/40
- <not-in-yet>
- #8 +_d Local/46 β#10 f Host&shared/39
- <not-in-yet> β<not-in-yet>
- #9 grad_+_d Virt/40 β#11 grad_f Dev-stream/41
- <not-in-yet> β<not-in-yet>
- #4 *._e Virt/152 β#6 c Host&shared/39 β
- <not-in-yet> β<not-in-yet> β
- #5 grad_*._e Virt/40 β#7 grad_c Dev-stream/41β
- <not-in-yet> β<not-in-yet> β
- #0 a Host&shared/39 β#2 b Host&shared/39 β β
- <not-in-yet> β<not-in-yet> β β
- #1 grad_a Dev-stream/41β#3 grad_b Dev-stream/1β β
- <not-in-yet> β<not-in-yet> β β
- |}];
+ [%expect.unreachable];
(* Do not update the params: all values and gradients will be at initial points, which are
specified in the tensor in the brackets. *)
Train.run grad_routine;
Tensor.print_tree ~with_grad:true ~depth:9 l;
- [%expect
- {|
- #12 *._l
- -8.00
- #13 grad_*._l Virt/40
- <void>
- #8 +_d Local/46 β#10 f
- <void> β -2.00
- #9 grad_+_d Virt/40 β#11 grad_f Dev-stream/41
- <void> β<void>
- #4 *._e Virt/152 β#6 c β
- <void> β 1.00e+1 β
- #5 grad_*._e Virt/40 β#7 grad_c Dev-stream/41β
- <void> β<void> β
- #0 a β#2 b β β
- 2.00 β -3.00 β β
- #1 grad_a Dev-stream/41β#3 grad_b Dev-stream/41β β
- <void> β<void> β β
- |}];
+ [%expect.unreachable];
(* Only now compile the SGD update. *)
let sgd_routine = Train.to_routine (module Backend) grad_routine.context IDX.empty sgd in
(* Now we update the params, but are not doing the forward and backward passes: only params values
@@ -450,48 +284,28 @@ let%expect_test "Simple gradients virtual" =
always be recomputed using the latest parameter state. *)
Train.run sgd_routine;
Tensor.print_tree ~with_grad:true ~depth:9 l;
- [%expect
- {|
- #12 *._l
- -8.00
- #13 grad_*._l Virt/40
- <void>
- #8 +_d Local/46 β#10 f
- <void> β -2.40
- #9 grad_+_d Virt/40 β#11 grad_f Dev-stream/41
- <void> β<void>
- #4 *._e Virt/152 β#6 c β
- <void> β 1.02e+1 β
- #5 grad_*._e Virt/40 β#7 grad_c Dev-stream/41β
- <void> β<void> β
- #0 a β#2 b β β
- 1.40 β -2.60 β β
- #1 grad_a Dev-stream/41β#3 grad_b Dev-stream/41β β
- <void> β<void> β β
- |}];
+ [%expect.unreachable];
(* Now the params will remain as above, but both param gradients and the values and gradients of
other nodes will change thanks to the forward and backward passes. *)
Train.run grad_routine;
Tensor.print_tree ~with_grad:true ~depth:9 l;
- [%expect
- {|
- #12 *._l
- -1.57e+1
- #13 grad_*._l Virt/40
- <void>
- #8 +_d Local/46 β#10 f
- <void> β -2.40
- #9 grad_+_d Virt/40 β#11 grad_f Dev-stream/41
- <void> β<void>
- #4 *._e Virt/152 β#6 c β
- <void> β 1.02e+1 β
- #5 grad_*._e Virt/40 β#7 grad_c Dev-stream/41β
- <void> β<void> β
- #0 a β#2 b β β
- 1.40 β -2.60 β β
- #1 grad_a Dev-stream/41β#3 grad_b Dev-stream/41β β
- <void> β<void> β β
- |}]
+ [%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. *)
+ ("Utils.User_error(\"The linked context lacks node a\")")
+ Raised at Backends.verify_prior_context.(fun) in file "arrayjit/lib/backends.ml", line 220, characters 11-93
+ Called from Base__Set.Tree0.iter.iter in file "src/set.ml", line 860, characters 8-14
+ Called from Base__Set.Tree0.iter.iter in file "src/set.ml", line 860, characters 8-14
+ Called from Base__Set.Accessors.iter in file "src/set.ml" (inlined), line 1193, characters 18-38
+ Called from Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 216-220, characters 2-94
+ Re-raised at Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 215-220, characters 37-94
+ Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 462-463, characters 4-49
+ Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 461-475, characters 23-92
+ Called from Tutorials__Zero2hero_1of7.(fun) in file "test/zero2hero_1of7.ml", line 401, characters 21-73
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "tanh plot" =
Tensor.unsafe_reinitialize ();
@@ -510,21 +324,22 @@ let%expect_test "2D neuron hosted" =
let routine = Train.to_routine (module Backend) ctx IDX.empty update in
Train.run routine;
Tensor.print_tree ~with_grad:true ~depth:9 v;
- [%expect
- {|
- #8 +_v
- 7.00e-1
- #9 grad_+_v
- 1.00
- #6 * β#0 b
- -6.00 β 6.70
- #7 grad_* β#1 grad_b
- 1.00 β 1.00
- #2 w β#4 x β
- -3.00 1.00 β 2.00 0.00 β
- #3 grad_w β#5 grad_x β
- 2.00 0.00 β -3.00 1.00 β
- |}]
+ [%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. *)
+ ("Utils.User_error(\"The linked context lacks node b\")")
+ Raised at Backends.verify_prior_context.(fun) in file "arrayjit/lib/backends.ml", line 220, characters 11-93
+ Called from Base__Set.Tree0.iter.iter in file "src/set.ml", line 861, characters 8-11
+ Called from Base__Set.Accessors.iter in file "src/set.ml" (inlined), line 1193, characters 18-38
+ Called from Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 216-220, characters 2-94
+ Re-raised at Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 215-220, characters 37-94
+ Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 462-463, characters 4-49
+ Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 461-475, characters 23-92
+ Called from Tutorials__Zero2hero_1of7.(fun) in file "test/zero2hero_1of7.ml", line 510, characters 16-70
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "2D neuron virtual" =
Tensor.unsafe_reinitialize ();
@@ -537,18 +352,19 @@ let%expect_test "2D neuron virtual" =
let routine = Train.to_routine (module Backend) ctx IDX.empty update in
Train.run routine;
Tensor.print_tree ~with_grad:true ~depth:9 v;
- [%expect
- {|
- #8 +_v
- 7.00e-1
- #9 grad_+_v Virt/40
- <void>
- #6 * Local/46 β#0 b
- <void> β 6.70
- #7 grad_* Virt/40 β#1 grad_b Local/46
- <void> β<void>
- #2 w β#4 x β
- -3.00 1.00 β 2.00 0.00 β
- #3 grad_w Local/46β#5 grad_x Local/46β
- <void> β<void> β
- |}]
+ [%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. *)
+ ("Utils.User_error(\"The linked context lacks node b\")")
+ Raised at Backends.verify_prior_context.(fun) in file "arrayjit/lib/backends.ml", line 220, characters 11-93
+ Called from Base__Set.Tree0.iter.iter in file "src/set.ml", line 860, characters 8-14
+ Called from Base__Set.Accessors.iter in file "src/set.ml" (inlined), line 1193, characters 18-38
+ Called from Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 216-220, characters 2-94
+ Re-raised at Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 215-220, characters 37-94
+ Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 462-463, characters 4-49
+ Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 461-475, characters 23-92
+ Called from Tutorials__Zero2hero_1of7.(fun) in file "test/zero2hero_1of7.ml", line 537, characters 16-70
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
File "test/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/b0c908e5f716578a49ffac6ad95fe7b0/default/test/moons_demo_parallel.ml.corrected
diff --git a/_build/default/test/moons_demo_parallel.ml b/_build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/default/test/moons_demo_parallel.ml.corrected
index ce09725..78d1513 100644
--- a/_build/default/test/moons_demo_parallel.ml
+++ b/_build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/default/test/moons_demo_parallel.ml.corrected
@@ -105,4 +105,22 @@ 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. *)
+ ("Utils.User_error(\"The linked context lacks node b1\")")
+ Raised at Backends.verify_prior_context.(fun) in file "arrayjit/lib/backends.ml", line 220, characters 11-93
+ Called from Base__Set.Tree0.iter.iter in file "src/set.ml", line 860, characters 8-14
+ Called from Base__Set.Tree0.iter.iter in file "src/set.ml", line 860, characters 8-14
+ Called from Base__Set.Accessors.iter in file "src/set.ml" (inlined), line 1193, characters 18-38
+ Called from Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 216-220, characters 2-94
+ Re-raised at Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 215-220, characters 37-94
+ Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 462-463, characters 4-49
+ Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 461-475, characters 23-92
+ Called from Base__Array0.map in file "src/array0.ml", line 130, characters 24-44
+ Called from Ocannl__Train.example_train_loop in file "lib/train.ml", line 412, characters 21-84
+ 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/b0c908e5f716578a49ffac6ad95fe7b0/default/test/micrograd_demo.ml.corrected
diff --git a/_build/default/test/micrograd_demo.ml b/_build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/default/test/micrograd_demo.ml.corrected
index 59a566d..e11d2cc 100644
--- a/_build/default/test/micrograd_demo.ml
+++ b/_build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/default/test/micrograd_demo.ml.corrected
@@ -31,57 +31,26 @@ let%expect_test "Micrograd README basic example" =
let step = Train.to_routine (module Backend) ctx IDX.empty update in
Train.run step;
Tensor.print ~with_code:false ~with_grad:false `Default g;
- [%expect
- {|
- ββββββββββββββββββββββ
- β[75]: +_g shape 0:1 β
- βββ¬ββββββββββ β
- βββaxis 0 β β
- βββΌββββββββββ€ β
- βββ 2.47e+1 β β
- βββ΄ββββββββββ β
- ββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:true `Default a;
- [%expect
- {|
- βββββββββββββββββββ
- β[0]: a shape 0:1 β
- βββ¬ββββββββ β
- βββaxis 0 β β
- βββΌββββββββ€ β
- βββ -4.00 β β
- βββ΄ββββββββ β
- βββββββββββββββββββ
- ββββββββββββββββββββββββββ
- β[0]: a shape 0:1 grad_aβ
- βββ¬ββββββββββ β
- βββaxis 0 β β
- βββΌββββββββββ€ β
- βββ 1.38e+2 β β
- βββ΄ββββββββββ β
- ββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:true `Default b;
- [%expect
- {|
- βββββββββββββββββββ
- β[2]: b shape 0:1 β
- βββ¬βββββββ β
- βββaxis 0β β
- βββΌβββββββ€ β
- βββ 2.00 β β
- βββ΄βββββββ β
- βββββββββββββββββββ
- ββββββββββββββββββββββββββ
- β[2]: b shape 0:1 grad_bβ
- βββ¬ββββββββββ β
- βββaxis 0 β β
- βββΌββββββββββ€ β
- βββ 6.45e+2 β β
- βββ΄ββββββββββ β
- ββββββββββββββββββββββββββ
- |}]
+ [%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. *)
+ ("Utils.User_error(\"The linked context lacks node a\")")
+ Raised at Backends.verify_prior_context.(fun) in file "arrayjit/lib/backends.ml", line 220, characters 11-93
+ Called from Base__Set.Tree0.iter.iter in file "src/set.ml", line 860, characters 8-14
+ Called from Base__Set.Accessors.iter in file "src/set.ml" (inlined), line 1193, characters 18-38
+ Called from Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 216-220, characters 2-94
+ Re-raised at Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 215-220, characters 37-94
+ Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 462-463, characters 4-49
+ Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 461-475, characters 23-92
+ Called from Tutorials__Micrograd_demo.(fun) in file "test/micrograd_demo.ml", line 31, characters 13-67
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "Micrograd half-moons example" =
Tensor.unsafe_reinitialize ();
@@ -180,223 +149,34 @@ let%expect_test "Micrograd half-moons example" =
in
Stdio.printf "Half-moons scatterplot and decision boundary:\n%!";
PrintBox_text.output Stdio.stdout plot_moons;
- [%expect
- {|
- Half-moons scatterplot and decision boundary:
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β****************************#***********************************************************************β
- β****************************###***###***#***********************************************************β
- β***************************#********#***#***********************************************************β
- β********************#*********************##*#*#****************************************************β
- β******************#***#*****##*#*#*#****#*#*#*##****************************************************β
- β**************#*#**###**#*##**##********#**#****###**#**********************************************β
- β***********#***##***#**##*****************#*#*##*###**********************************************..β
- β***************#**###******************************##*#******************************************...β
- β*************#*****#******************************#*#***#*#*************************************....β
- β*********#***#******************......************##*###**#************************************.....β
- β******#***#*#*#****************........******************#*#*********************************.......β
- β*****###****#****************...........****************#***********************************........β
- β*******#*###****************.............******************#*#*****************************.........β
- β**********##***************.......%%......***************#**##****************************..........β
- β*****#***#****************......%..%%......*********************************************..........%.β
- β**####*******************......%..%..........****************##*#**********************........%...%β
- β****#*******************.......%%..%..........***************#*#**********************.........%....β
- β*#****##***************.........%....%.........************##***#********************.......%...%%..β
- β****#*#***************.........%..%.%...........*************#**#*******************..........%.%...β
- β##*##****************............%...............**************#*##****************.........%.%.%%%.β
- β**#####************............%...%%.............*******************************...........%..%.%..β
- β******************...............%.%.%%............*********#*#*#*#*************................%%..β
- β***##************................%..%..%............************#*#************.............%...%...β
- β##**#***********...................%...%.............********#**###***********...........%.%%.......β
- β###************..................%.%.%................***********##**********..................%....β
- β**##**********.........................................**********#*********.............%%.%..%.....β
- β**#**********......................%%...................********##********..............%%.%........β
- β************..........................%..................****#**#********...................%.......β
- β***********.........................%%.%..................*****##******...............%..%..........β
- β**********.............................%%..................***********.................%%.%%........β
- β*********..............................%...%................*******.....................%%%.........β
- β********...................................%..%....................................%.....%..........β
- β*******.................................%%..%.%................................%.%.%.%%.............β
- β******.....................................%%.%...%%.%.......................%%%....%.%.%...........β
- β*****....................................%.....%.%..%....................%.....%%.%.%...............β
- β****........................................%%...%.%%%%..%.......%.........%%.%%....................β
- β***...............................................%..%.......%..%%%%...%.%..%.%.....................β
- β**.................................................%.%.%............%..%...%........................β
- β*.................................................%....%.%......%%...%.%............................β
- β..........................................................%..%......%%%.............................β
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Stdio.printf "Loss:\n%!";
let plot_loss =
PrintBox_utils.plot ~x_label:"step" ~y_label:"loss"
[ Line_plot { points = Array.of_list_rev !losses; content = PrintBox.line "-" } ]
in
PrintBox_text.output Stdio.stdout plot_loss;
- [%expect
- {|
- Loss:
- ββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β 3.79e+1β- β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- βl β β
- βo β β
- βs β β
- βs β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β- β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β β
- β β- - - β
- β 0.00 β----------------------------------------------------------------------------------------------------β
- ββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- β β0.00 3.99e+2β
- β β step β
- ββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Stdio.printf "Log-loss, for better visibility:\n%!";
let plot_loss =
PrintBox_utils.plot ~x_label:"step" ~y_label:"log loss"
[ Line_plot { points = Array.of_list_rev !log_losses; content = PrintBox.line "-" } ]
in
PrintBox_text.output Stdio.stdout plot_loss;
- [%expect
- {|
- Log-loss, for better visibility:
- βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β 3.63 β- β
- β β β
- β β β
- β β β
- β β- β
- β β β
- β β β
- β β β
- β β β
- β β- β
- β β - - β
- β β - - - β
- β β------ - β
- β β ---- - - --- - - - - - β
- β β -- - - - --- -- - -- - β
- β β - -- - - --- - - --- ----- - -- β
- βl β -- - - - - --- - - - β
- βo β - - - -- - -- - - - - - β
- βg β - - - - -- - - - - - - - β
- β β - - - -- - - - -- - - - β
- βl β - - -- -- - - - - -β
- βo β - - - - - - - - - - - β
- βs β - - - - -- - β
- βs β - - β
- β β - - - - - - - - - β
- β β - - - - - β
- β β - - β
- β β - - - β
- β β - - β
- β β β
- β β - β
- β β - β
- β β β
- β β β
- β β β
- β β β
- β β - β
- β β β
- β β β
- β -1.00e+1β - - - - ----- -- --------------- ---------------------------------------------------------β
- βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- β β0.00 3.99e+2β
- β β step β
- βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Stdio.printf "\nLearning rate:\n%!";
let plot_lr =
PrintBox_utils.plot ~x_label:"step" ~y_label:"learning rate"
[ Line_plot { points = Array.of_list_rev !learning_rates; content = PrintBox.line "-" } ]
in
PrintBox_text.output Stdio.stdout plot_lr;
- [%expect
- {|
- Learning rate:
- βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β -1.00e-1β -β
- β β ---β
- β β ---- β
- β β --- β
- β β ---- β
- β β --- β
- β β --- β
- β β --- β
- β β --- β
- β β ---- β
- β β --- β
- β β ---- β
- β β --- β
- βl β ---- β
- βe β --- β
- βa β --- β
- βr β --- β
- βn β --- β
- βi β ---- β
- βn β --- β
- βg β ---- β
- β β --- β
- βr β ---- β
- βa β --- β
- βt β --- β
- βe β --- β
- β β --- β
- β β ---- β
- β β --- β
- β β ---- β
- β β --- β
- β β ---- β
- β β --- β
- β β --- β
- β β --- β
- β β --- β
- β β ---- β
- β β --- β
- β β ---- β
- β -2.00e-1β--- β
- βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- β β0.00 3.99e+2β
- β β step β
- βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
(* Testing how the syntax extension %op creates labels for the resulting tensors: *)
Stdio.printf "mlp_result's name: %s\n%!" @@ Tensor.debug_name mlp_result;
(* Note: mlp_result is not included in the resulting tensor's label, because the identifier label
does not propagate across function calls. *)
- [%expect {| mlp_result's name: mlp_point |}];
+ [%expect.unreachable];
(Stdio.printf "(mlp moons_input) name: %s\n%!"
@@ Tensor.debug_name
@@
@@ -410,4 +190,21 @@ let%expect_test "Micrograd half-moons example" =
] ->
subtensor
| _ -> assert false);
- [%expect {| (mlp moons_input) name: mlp_moons_input |}]
+ [%expect.unreachable]
+[@@expect.uncaught_exn {|
+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.
+ This is strongly discouraged as backtraces are fragile.
+ Please change this test to not include a backtrace. *)
+ ("Utils.User_error(\"The linked context lacks node b1\")")
+ Raised at Backends.verify_prior_context.(fun) in file "arrayjit/lib/backends.ml", line 220, characters 11-93
+ Called from Base__Set.Tree0.iter.iter in file "src/set.ml", line 861, characters 8-11
+ Called from Base__Set.Tree0.iter.iter in file "src/set.ml", line 860, characters 8-14
+ Called from Base__Set.Tree0.iter.iter in file "src/set.ml", line 860, characters 8-14
+ Called from Base__Set.Accessors.iter in file "src/set.ml" (inlined), line 1193, characters 18-38
+ Called from Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 216-220, characters 2-94
+ Re-raised at Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 215-220, characters 37-94
+ Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 462-463, characters 4-49
+ Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 461-475, characters 23-92
+ Called from Tutorials__Micrograd_demo.(fun) in file "test/micrograd_demo.ml", line 137, characters 4-83
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
File "test/hello_world_op.ml", line 1, characters 0-0:
/usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/hello_world_op.ml _build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/default/test/hello_world_op.ml.corrected
diff --git a/_build/default/test/hello_world_op.ml b/_build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/default/test/hello_world_op.ml.corrected
index 5674865..38892a9 100644
--- a/_build/default/test/hello_world_op.ml
+++ b/_build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/default/test/hello_world_op.ml.corrected
@@ -32,17 +32,24 @@ let%expect_test "Pointwise multiplication dims 1" =
Train.forward_and_forget backend ctx y;
Tensor.print ~with_code:false ~with_grad:false `Default @@ y;
- [%expect
- {|
- ββββββββββββββββββββββ
- β[3]: *._y shape 0:1 β
- βββ¬ββββββββββ β
- βββaxis 0 β β
- βββΌββββββββββ€ β
- βββ 1.40e+1 β β
- βββ΄ββββββββββ β
- ββββββββββββββββββββββ
- |}]
+ [%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. *)
+ ("Utils.User_error(\"The linked context lacks node hey\")")
+ Raised at Backends.verify_prior_context.(fun) in file "arrayjit/lib/backends.ml", line 220, characters 11-93
+ Called from Base__Set.Accessors.iter in file "src/set.ml" (inlined), line 1193, characters 18-38
+ Called from Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 216-220, characters 2-94
+ Re-raised at Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 215-220, characters 37-94
+ Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 462-463, characters 4-49
+ Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 461-475, characters 23-92
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 504, characters 13-95
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 494-508, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 512, characters 12-83
+ Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 32, characters 2-40
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "Matrix multiplication dims 1x1" =
Tensor.unsafe_reinitialize ();
@@ -63,29 +70,26 @@ let%expect_test "Matrix multiplication dims 1x1" =
Train.forward_and_forget backend ctx y;
(* Punning for ["hey"] above introduced the [hey] identifier. *)
Tensor.print ~with_code:false ~with_grad:false `Default @@ hey;
- [%expect
- {|
- ββββββββββββββββββββββββββ
- β[0]: hey shape 1:1->0:1 β
- βββββββββ¬βββββββ β
- ββ βaxis 1β β
- βββββββββΌβββββββ€ β
- ββaxis 0β 7.00 β β
- βββββββββ΄βββββββ β
- ββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ y;
- [%expect
- {|
- βββββββββββββββββββββ
- β[6]: +_y shape 0:1 β
- βββ¬ββββββββββ β
- βββaxis 0 β β
- βββΌββββββββββ€ β
- βββ 1.50e+1 β β
- βββ΄ββββββββββ β
- βββββββββββββββββββββ
- |}]
+ [%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. *)
+ ("Utils.User_error(\"The linked context lacks node hey\")")
+ Raised at Backends.verify_prior_context.(fun) in file "arrayjit/lib/backends.ml", line 220, characters 11-93
+ Called from Base__Set.Accessors.iter in file "src/set.ml" (inlined), line 1193, characters 18-38
+ Called from Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 216-220, characters 2-94
+ Re-raised at Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 215-220, characters 37-94
+ Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 462-463, characters 4-49
+ Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 461-475, characters 23-92
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 504, characters 13-95
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 494-508, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 512, characters 12-83
+ Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 63, characters 2-40
+ Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28
+ |}]
let%expect_test "Print constant tensor" =
Tensor.unsafe_reinitialize ();
@@ -108,7 +112,7 @@ let%expect_test "Print constant tensor" =
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 [
+ [0]: [ 0.00 , 0.00 , 0.00 ; 0.00 , 0.00 , 0.00 ]_hey shape 1:3->0:2 [
1.00 , 2.00 , 3.00
; 4.00 , 5.00 , 6.00
]
@@ -117,7 +121,7 @@ let%expect_test "Print constant tensor" =
[%expect
{|
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[0]: [ 1.00 , 2.00 , 3.00 ; 4.00 , 5.00 , 6.00 ]_hey shape 1:3->0:2 β
+ β[0]: [ 0.00 , 0.00 , 0.00 ; 0.00 , 0.00 , 0.00 ]_hey shape 1:3->0:2 β
βββββββββ¬βββββββββββββββββββ β
ββ βaxis 1 β β
βββββββββΌβββββββββββββββββββ€ β
@@ -131,7 +135,7 @@ let%expect_test "Print constant tensor" =
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]: c2x3_hoo shape 0:2|1:3 [|
[ 1.00 ; 2.00 ; 3.00 ]
; [ 4.00 ; 5.00 ; 6.00 ]
|]
@@ -139,15 +143,15 @@ let%expect_test "Print constant tensor" =
Tensor.print ~with_code:false ~with_grad:false `Default @@ hoo;
[%expect
{|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[1]: [| [ 1.00 ; 2.00 ; 3.00 ] ; [ 4.00 ; 5.00 ; 6.00 ] |]_hoo shape 0:2|1:3 β
- βββββββββ¬βββββββββββββββββββ β
- ββ βaxis 1 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββaxis 0β 1.00 2.00 3.00 β β
- ββ β 4.00 5.00 6.00 β β
- βββββββββ΄βββββββββββββββββββ β
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ ββββββββββββββββββββββββββββββ
+ β[1]: c2x3_hoo shape 0:2|1:3 β
+ βββββββββ¬βββββββββββββββββββ β
+ ββ βaxis 1 β β
+ βββββββββΌβββββββββββββββββββ€ β
+ ββaxis 0β 1.00 2.00 3.00 β β
+ ββ β 4.00 5.00 6.00 β β
+ βββββββββ΄βββββββββββββββββββ β
+ ββββββββββββββββββββββββββββββ
|}];
let%op hey2 =
[
@@ -469,31 +473,26 @@ let%expect_test "Matrix multiplication dims 2x3" =
let%op y = ("hey" 7.0 * [ 2; 3 ]) + [ 4; 5; 6 ] in
Train.forward_and_forget backend ctx y;
Tensor.print ~with_code:false ~with_grad:false `Default @@ hey;
- [%expect
- {|
- ββββββββββββββββββββββββββ
- β[0]: hey shape 1:2->0:3 β
- βββββββββ¬βββββββββββββ β
- ββ βaxis 1 β β
- βββββββββΌβββββββββββββ€ β
- ββaxis 0β 7.00 7.00 β β
- ββ β 7.00 7.00 β β
- ββ β 7.00 7.00 β β
- βββββββββ΄βββββββββββββ β
- ββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default @@ y;
- [%expect
- {|
- ββββββββββββββββββββββββββββββββ
- β[6]: +_y shape 0:3 β
- βββ¬βββββββββββββββββββββββββββββ
- βββaxis 0 ββ
- βββΌββββββββββββββββββββββββββββ€β
- βββ 3.90e+1 4.00e+1 4.10e+1 ββ
- βββ΄βββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββ
- |}]
+ [%expect.unreachable]
+[@@expect.uncaught_exn {|
+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.
+ This is strongly discouraged as backtraces are fragile.
+ Please change this test to not include a backtrace. *)
+ ("Utils.User_error(\"The linked context lacks node hey\")")
+ Raised at Backends.verify_prior_context.(fun) in file "arrayjit/lib/backends.ml", line 220, characters 11-93
+ Called from Base__Set.Accessors.iter in file "src/set.ml" (inlined), line 1193, characters 18-38
+ Called from Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 216-220, characters 2-94
+ Re-raised at Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 215-220, characters 37-94
+ Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 462-463, characters 4-49
+ Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 461-475, characters 23-92
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 504, characters 13-95
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 494-508, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 512, characters 12-83
+ Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 470, 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 ();
@@ -515,72 +514,30 @@ let%expect_test "Big matrix" =
let y = TDSL.O.((hey * zero_to_twenty) + zero_to_twenty) in
Train.forward_and_forget backend ctx y;
Tensor.print ~with_code:false ~with_grad:false `Inline zero_to_twenty;
- [%expect
- {|
- [2]: 0...20 shape 0:21 [
- 0.00
- ; 1.00
- ; 2.00
- ; 3.00
- ; 4.00
- ; 5.00
- ; 6.00
- ; 7.00
- ; 8.00
- ; 9.00
- ; 10.00
- ; 11.00
- ; 12.00
- ; 13.00
- ; 14.00
- ; 15.00
- ; 16.00
- ; 17.00
- ; 18.00
- ; 19.00
- ; 20.00
- ]
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default zero_to_twenty;
- [%expect
- {|
- ββββββββββββββββββββββββββββββββββββββββ
- β[2]: 0...20 shape 0:21 β
- βββ¬βββββββββββββββββββββββββββββββββββββ
- βββaxis 0 ββ
- βββΌββββββββββββββββββββββββββββββββββββ€β
- βββ 0.00 1.00 ... 1.90e+1 2.00e+1 ββ
- βββ΄βββββββββββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default hey;
- [%expect
- {|
- ββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[0]: hey shape 1:21->0:21 β
- βββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ
- ββ βaxis 1 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββaxis 0β 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ββ
- ββ β 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ββ
- ββ β ... ... ... ... ... ββ
- ββ β 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ββ
- ββ β 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ββ
- βββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ [%expect.unreachable];
Tensor.print ~with_code:false ~with_grad:false `Default y;
- [%expect
- {|
- ββββββββββββββββββββββββββββββββββββββββββββββ
- β[5]: + shape 0:21 β
- βββ¬βββββββββββββββββββββββββββββββββββββββββββ
- βββaxis 0 ββ
- βββΌββββββββββββββββββββββββββββββββββββββββββ€β
- βββ 1.05e+2 1.06e+2 ... 1.24e+2 1.25e+2 ββ
- βββ΄βββββββββββββββββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββ
- |}]
+ [%expect.unreachable]
+[@@expect.uncaught_exn {|
+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.
+ This is strongly discouraged as backtraces are fragile.
+ Please change this test to not include a backtrace. *)
+ ("Utils.User_error(\"The linked context lacks node hey\")")
+ Raised at Backends.verify_prior_context.(fun) in file "arrayjit/lib/backends.ml", line 220, characters 11-93
+ Called from Base__Set.Accessors.iter in file "src/set.ml" (inlined), line 1193, characters 18-38
+ Called from Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 216-220, characters 2-94
+ Re-raised at Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 215-220, characters 37-94
+ Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 462-463, characters 4-49
+ Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 461-475, characters 23-92
+ Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 504, characters 13-95
+ Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 494-508, characters 32-17
+ Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 512, characters 12-83
+ Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 516, 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 ();
@@ -603,140 +560,7 @@ let%expect_test "Very big tensor" =
Train.forward_and_forget backend ctx hoo;
Tensor.print ~with_code:false ~with_grad:false `Default hey;
[%expect
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[0]: r6x10x11x7x8x9 shape 0:6|3:7,4:8,5:9->1:10,2:11 β
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ
- ββ0 @ 0 β0 @ 4 β1 @ 4 β~~~~~ β6 @ 4 β7 @ 4 ββ
- ββ βaxis 5 βaxis 5 βaxis 5βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 1 β 0.00 1.00 ... 7.00 8.00 β 9.00 1.00e+1 ... 1.60e+1 1.70e+1 β ... β 5.40e+1 5.50e+1 ... 6.10e+1 6.20e+1 β 6.30e+1 6.40e+1 ... 7.00e+1 7.10e+1 ββ
- ββaxis 2β 5.04e+2 5.05e+2 ... 5.11e+2 5.12e+2 β 5.13e+2 5.14e+2 ... 5.20e+2 5.21e+2 β β 5.58e+2 5.59e+2 ... 5.65e+2 5.66e+2 β 5.67e+2 5.68e+2 ... 5.74e+2 5.75e+2 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 4.53e+3 4.53e+3 ... 4.54e+3 4.54e+3 β 4.54e+3 4.54e+3 ... 4.55e+3 4.55e+3 β β 4.59e+3 4.59e+3 ... 4.59e+3 4.59e+3 β 4.59e+3 4.60e+3 ... 4.60e+3 4.60e+3 ββ
- ββ β 5.04e+3 5.04e+3 ... 5.04e+3 5.04e+3 β 5.04e+3 5.05e+3 ... 5.05e+3 5.05e+3 β β 5.09e+3 5.09e+3 ... 5.10e+3 5.10e+3 β 5.10e+3 5.10e+3 ... 5.11e+3 5.11e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 1 β 5.54e+3 5.54e+3 ... 5.55e+3 5.55e+3 β 5.55e+3 5.55e+3 ... 5.56e+3 5.56e+3 β ... β 5.59e+3 5.59e+3 ... 5.60e+3 5.60e+3 β 5.60e+3 5.60e+3 ... 5.61e+3 5.61e+3 ββ
- ββaxis 2β 6.04e+3 6.04e+3 ... 6.05e+3 6.05e+3 β 6.05e+3 6.05e+3 ... 6.06e+3 6.06e+3 β β 6.10e+3 6.10e+3 ... 6.10e+3 6.11e+3 β 6.11e+3 6.11e+3 ... 6.11e+3 6.11e+3 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.00e+4 1.00e+4 ... 1.00e+4 1.00e+4 β 1.00e+4 1.00e+4 ... 1.00e+4 1.00e+4 β β 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 β 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 ββ
- ββ β 1.05e+4 1.05e+4 ... 1.05e+4 1.05e+4 β 1.05e+4 1.05e+4 ... 1.06e+4 1.06e+4 β β 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 β 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ~~~~~ β ... β ... β ... β ... β ... ββ
- ββaxis 2β β β β β ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ8 @ 1 β 4.43e+4 4.43e+4 ... 4.43e+4 4.43e+4 β 4.43e+4 4.43e+4 ... 4.43e+4 4.43e+4 β ... β 4.44e+4 4.44e+4 ... 4.44e+4 4.44e+4 β 4.44e+4 4.44e+4 ... 4.44e+4 4.44e+4 ββ
- ββaxis 2β 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 β 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 β β 4.49e+4 4.49e+4 ... 4.49e+4 4.49e+4 β 4.49e+4 4.49e+4 ... 4.49e+4 4.49e+4 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 4.88e+4 4.88e+4 ... 4.88e+4 4.88e+4 β 4.88e+4 4.88e+4 ... 4.89e+4 4.89e+4 β β 4.89e+4 4.89e+4 ... 4.89e+4 4.89e+4 β 4.89e+4 4.89e+4 ... 4.89e+4 4.89e+4 ββ
- ββ β 4.93e+4 4.93e+4 ... 4.93e+4 4.94e+4 β 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 β β 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 β 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ9 @ 1 β 4.98e+4 4.98e+4 ... 4.99e+4 4.99e+4 β 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 β ... β 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 β 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 ββ
- ββaxis 2β 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 β 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 β β 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 β 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 β 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 β β 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 β 5.44e+4 5.44e+4 ... 5.45e+4 5.45e+4 ββ
- ββ β 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 β 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 β β 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 β 5.49e+4 5.50e+4 ... 5.50e+4 5.50e+4 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ
- ββ1 @ 0 β0 @ 4 β1 @ 4 β~~~~~ β6 @ 4 β7 @ 4 ββ
- ββ βaxis 5 βaxis 5 βaxis 5βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 1 β 5.54e+4 5.54e+4 ... 5.54e+4 5.54e+4 β 5.54e+4 5.54e+4 ... 5.54e+4 5.54e+4 β ... β 5.54e+4 5.54e+4 ... 5.55e+4 5.55e+4 β 5.55e+4 5.55e+4 ... 5.55e+4 5.55e+4 ββ
- ββaxis 2β 5.59e+4 5.59e+4 ... 5.59e+4 5.59e+4 β 5.59e+4 5.59e+4 ... 5.59e+4 5.59e+4 β β 5.59e+4 5.59e+4 ... 5.60e+4 5.60e+4 β 5.60e+4 5.60e+4 ... 5.60e+4 5.60e+4 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 β 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 β β 6.00e+4 6.00e+4 ... 6.00e+4 6.00e+4 β 6.00e+4 6.00e+4 ... 6.00e+4 6.00e+4 ββ
- ββ β 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 β 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 β β 6.05e+4 6.05e+4 ... 6.05e+4 6.05e+4 β 6.05e+4 6.05e+4 ... 6.05e+4 6.05e+4 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 1 β 6.09e+4 6.09e+4 ... 6.09e+4 6.09e+4 β 6.09e+4 6.09e+4 ... 6.10e+4 6.10e+4 β ... β 6.10e+4 6.10e+4 ... 6.10e+4 6.10e+4 β 6.10e+4 6.10e+4 ... 6.10e+4 6.10e+4 ββ
- ββaxis 2β 6.14e+4 6.14e+4 ... 6.14e+4 6.14e+4 β 6.14e+4 6.14e+4 ... 6.15e+4 6.15e+4 β β 6.15e+4 6.15e+4 ... 6.15e+4 6.15e+4 β 6.15e+4 6.15e+4 ... 6.15e+4 6.15e+4 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 β 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 β β 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 β 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 ββ
- ββ β 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 β 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 β β 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 β 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ~~~~~ β ... β ... β ... β ... β ... ββ
- ββaxis 2β β β β β ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ8 @ 1 β 9.97e+4 9.97e+4 ... 9.97e+4 9.98e+4 β 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 β ... β 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 β 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 ββ
- ββaxis 2β 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 β 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 β β 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 β 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 β β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 ββ
- ββ β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 β β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ9 @ 1 β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β ... β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 ββ
- ββaxis 2β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 β 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 β β 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 β 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 ββ
- ββ β 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 β 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 β β 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 β 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- β ... β
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ
- ββ4 @ 0 β0 @ 4 β1 @ 4 β~~~~~ β6 @ 4 β7 @ 4 ββ
- ββ βaxis 5 βaxis 5 βaxis 5βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 1 β 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 β 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 β ... β 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 β 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 ββ
- ββaxis 2β 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 β 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 β β 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 β 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 ββ
- ββ β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 1 β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β ... β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ββ
- ββaxis 2β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 β 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 β β 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 β 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 ββ
- ββ β 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 β 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 β β 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 β 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ~~~~~ β ... β ... β ... β ... β ... ββ
- ββaxis 2β β β β β ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ8 @ 1 β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 β ... β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 ββ
- ββaxis 2β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 β β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 β 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 β β 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 β 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 ββ
- ββ β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ9 @ 1 β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β ... β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 ββ
- ββaxis 2β 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 β 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 β β 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 β 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 ββ
- ββ β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββ¬βββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ
- ββ5 @ 0 β0 @ 4 β1 @ 4 β~~~~~ β6 @ 4 β7 @ 4 ββ
- ββ βaxis 5 βaxis 5 βaxis 5βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 1 β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β ... β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 ββ
- ββaxis 2β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 β 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 β β 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 β 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 ββ
- ββ β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 1 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β ... β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ββ
- ββaxis 2β 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 β 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 β β 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 β 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 ββ
- ββ β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ~~~~~ β ... β ... β ... β ... β ... ββ
- ββaxis 2β β β β β ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ8 @ 1 β 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 β 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 β ... β 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 β 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 ββ
- ββaxis 2β 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 β 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 β β 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 β 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 ββ
- ββ β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββ9 @ 1 β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β ... β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 ββ
- ββaxis 2β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 β 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 β β 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 β 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 ββ
- ββ β 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 β 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 β β 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 β 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ {| [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/b0c908e5f716578a49ffac6ad95fe7b0/default/test/einsum_trivia.ml.corrected
diff --git a/_build/default/test/einsum_trivia.ml b/_build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/default/test/einsum_trivia.ml.corrected
index 35a36fa..3b47cd8 100644
--- a/_build/default/test/einsum_trivia.ml
+++ b/_build/.sandbox/b0c908e5f716578a49ffac6ad95fe7b0/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
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[0]: r2x4x3 shape 0:2|2:3->1:4 β
- βββββββββ¬βββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ
- ββ β0 @ 0 β1 @ 0 ββ
- ββ βaxis 2 βaxis 2 ββ
- βββββββββΌβββββββββββββββββββββββββΌββββββββββββββββββββββββββββ€β
- ββaxis 1β 0.00 1.00 2.00 β 1.20e+1 1.30e+1 1.40e+1 ββ
- ββ β 3.00 4.00 5.00 β 1.50e+1 1.60e+1 1.70e+1 ββ
- ββ β 6.00 7.00 8.00 β 1.80e+1 1.90e+1 2.00e+1 ββ
- ββ β 9.00 1.00e+1 1.10e+1 β 2.10e+1 2.20e+1 2.30e+1 ββ
- βββββββββ΄βββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ {| [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
- {|
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[2]: r2x3x6x7x4x5 shape 0:2,1:3|4:4,5:5->2:6,3:7 β
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββ
- ββ0 @ 1 β0 @ 4 β1 @ 4 β2 @ 4 β3 @ 4 ββ
- ββ βaxis 5 βaxis 5 βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 2 β 0.00 1.00 2.00 3.00 4.00 β 5.00 6.00 7.00 8.00 9.00 β 1.00e+1 1.10e+1 1.20e+1 1.30e+1 1.40e+1 β 1.50e+1 1.60e+1 1.70e+1 1.80e+1 1.90e+1 ββ
- ββaxis 3β 2.00e+1 2.10e+1 2.20e+1 2.30e+1 2.40e+1 β 2.50e+1 2.60e+1 2.70e+1 2.80e+1 2.90e+1 β 3.00e+1 3.10e+1 3.20e+1 3.30e+1 3.40e+1 β 3.50e+1 3.60e+1 3.70e+1 3.80e+1 3.90e+1 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.00e+2 1.01e+2 1.02e+2 1.03e+2 1.04e+2 β 1.05e+2 1.06e+2 1.07e+2 1.08e+2 1.09e+2 β 1.10e+2 1.11e+2 1.12e+2 1.13e+2 1.14e+2 β 1.15e+2 1.16e+2 1.17e+2 1.18e+2 1.19e+2 ββ
- ββ β 1.20e+2 1.21e+2 1.22e+2 1.23e+2 1.24e+2 β 1.25e+2 1.26e+2 1.27e+2 1.28e+2 1.29e+2 β 1.30e+2 1.31e+2 1.32e+2 1.33e+2 1.34e+2 β 1.35e+2 1.36e+2 1.37e+2 1.38e+2 1.39e+2 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 2 β 1.40e+2 1.41e+2 1.42e+2 1.43e+2 1.44e+2 β 1.45e+2 1.46e+2 1.47e+2 1.48e+2 1.49e+2 β 1.50e+2 1.51e+2 1.52e+2 1.53e+2 1.54e+2 β 1.55e+2 1.56e+2 1.57e+2 1.58e+2 1.59e+2 ββ
- ββaxis 3β 1.60e+2 1.61e+2 1.62e+2 1.63e+2 1.64e+2 β 1.65e+2 1.66e+2 1.67e+2 1.68e+2 1.69e+2 β 1.70e+2 1.71e+2 1.72e+2 1.73e+2 1.74e+2 β 1.75e+2 1.76e+2 1.77e+2 1.78e+2 1.79e+2 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.40e+2 2.41e+2 2.42e+2 2.43e+2 2.44e+2 β 2.45e+2 2.46e+2 2.47e+2 2.48e+2 2.49e+2 β 2.50e+2 2.51e+2 2.52e+2 2.53e+2 2.54e+2 β 2.55e+2 2.56e+2 2.57e+2 2.58e+2 2.59e+2 ββ
- ββ β 2.60e+2 2.61e+2 2.62e+2 2.63e+2 2.64e+2 β 2.65e+2 2.66e+2 2.67e+2 2.68e+2 2.69e+2 β 2.70e+2 2.71e+2 2.72e+2 2.73e+2 2.74e+2 β 2.75e+2 2.76e+2 2.77e+2 2.78e+2 2.79e+2 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ~~~~~ β ... β ... β ... β ... ββ
- ββaxis 3β β β β ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ4 @ 2 β 5.60e+2 5.61e+2 5.62e+2 5.63e+2 5.64e+2 β 5.65e+2 5.66e+2 5.67e+2 5.68e+2 5.69e+2 β 5.70e+2 5.71e+2 5.72e+2 5.73e+2 5.74e+2 β 5.75e+2 5.76e+2 5.77e+2 5.78e+2 5.79e+2 ββ
- ββaxis 3β 5.80e+2 5.81e+2 5.82e+2 5.83e+2 5.84e+2 β 5.85e+2 5.86e+2 5.87e+2 5.88e+2 5.89e+2 β 5.90e+2 5.91e+2 5.92e+2 5.93e+2 5.94e+2 β 5.95e+2 5.96e+2 5.97e+2 5.98e+2 5.99e+2 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 6.60e+2 6.61e+2 6.62e+2 6.63e+2 6.64e+2 β 6.65e+2 6.66e+2 6.67e+2 6.68e+2 6.69e+2 β 6.70e+2 6.71e+2 6.72e+2 6.73e+2 6.74e+2 β 6.75e+2 6.76e+2 6.77e+2 6.78e+2 6.79e+2 ββ
- ββ β 6.80e+2 6.81e+2 6.82e+2 6.83e+2 6.84e+2 β 6.85e+2 6.86e+2 6.87e+2 6.88e+2 6.89e+2 β 6.90e+2 6.91e+2 6.92e+2 6.93e+2 6.94e+2 β 6.95e+2 6.96e+2 6.97e+2 6.98e+2 6.99e+2 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ5 @ 2 β 7.00e+2 7.01e+2 7.02e+2 7.03e+2 7.04e+2 β 7.05e+2 7.06e+2 7.07e+2 7.08e+2 7.09e+2 β 7.10e+2 7.11e+2 7.12e+2 7.13e+2 7.14e+2 β 7.15e+2 7.16e+2 7.17e+2 7.18e+2 7.19e+2 ββ
- ββaxis 3β 7.20e+2 7.21e+2 7.22e+2 7.23e+2 7.24e+2 β 7.25e+2 7.26e+2 7.27e+2 7.28e+2 7.29e+2 β 7.30e+2 7.31e+2 7.32e+2 7.33e+2 7.34e+2 β 7.35e+2 7.36e+2 7.37e+2 7.38e+2 7.39e+2 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 8.00e+2 8.01e+2 8.02e+2 8.03e+2 8.04e+2 β 8.05e+2 8.06e+2 8.07e+2 8.08e+2 8.09e+2 β 8.10e+2 8.11e+2 8.12e+2 8.13e+2 8.14e+2 β 8.15e+2 8.16e+2 8.17e+2 8.18e+2 8.19e+2 ββ
- ββ β 8.20e+2 8.21e+2 8.22e+2 8.23e+2 8.24e+2 β 8.25e+2 8.26e+2 8.27e+2 8.28e+2 8.29e+2 β 8.30e+2 8.31e+2 8.32e+2 8.33e+2 8.34e+2 β 8.35e+2 8.36e+2 8.37e+2 8.38e+2 8.39e+2 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββ
- ββ1 @ 1 β0 @ 4 β1 @ 4 β2 @ 4 β3 @ 4 ββ
- ββ βaxis 5 βaxis 5 βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 2 β 8.40e+2 8.41e+2 8.42e+2 8.43e+2 8.44e+2 β 8.45e+2 8.46e+2 8.47e+2 8.48e+2 8.49e+2 β 8.50e+2 8.51e+2 8.52e+2 8.53e+2 8.54e+2 β 8.55e+2 8.56e+2 8.57e+2 8.58e+2 8.59e+2 ββ
- ββaxis 3β 8.60e+2 8.61e+2 8.62e+2 8.63e+2 8.64e+2 β 8.65e+2 8.66e+2 8.67e+2 8.68e+2 8.69e+2 β 8.70e+2 8.71e+2 8.72e+2 8.73e+2 8.74e+2 β 8.75e+2 8.76e+2 8.77e+2 8.78e+2 8.79e+2 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 9.40e+2 9.41e+2 9.42e+2 9.43e+2 9.44e+2 β 9.45e+2 9.46e+2 9.47e+2 9.48e+2 9.49e+2 β 9.50e+2 9.51e+2 9.52e+2 9.53e+2 9.54e+2 β 9.55e+2 9.56e+2 9.57e+2 9.58e+2 9.59e+2 ββ
- ββ β 9.60e+2 9.61e+2 9.62e+2 9.63e+2 9.64e+2 β 9.65e+2 9.66e+2 9.67e+2 9.68e+2 9.69e+2 β 9.70e+2 9.71e+2 9.72e+2 9.73e+2 9.74e+2 β 9.75e+2 9.76e+2 9.77e+2 9.78e+2 9.79e+2 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 2 β 9.80e+2 9.81e+2 9.82e+2 9.83e+2 9.84e+2 β 9.85e+2 9.86e+2 9.87e+2 9.88e+2 9.89e+2 β 9.90e+2 9.91e+2 9.92e+2 9.93e+2 9.94e+2 β 9.95e+2 9.96e+2 9.97e+2 9.98e+2 9.99e+2 ββ
- ββaxis 3β 1.00e+3 1.00e+3 1.00e+3 1.00e+3 1.00e+3 β 1.00e+3 1.00e+3 1.00e+3 1.00e+3 1.00e+3 β 1.01e+3 1.01e+3 1.01e+3 1.01e+3 1.01e+3 β 1.01e+3 1.01e+3 1.01e+3 1.01e+3 1.01e+3 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.08e+3 1.08e+3 1.08e+3 1.08e+3 1.08e+3 β 1.08e+3 1.08e+3 1.08e+3 1.08e+3 1.08e+3 β 1.09e+3 1.09e+3 1.09e+3 1.09e+3 1.09e+3 β 1.09e+3 1.09e+3 1.09e+3 1.09e+3 1.09e+3 ββ
- ββ β 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.10e+3 β 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.10e+3 β 1.11e+3 1.11e+3 1.11e+3 1.11e+3 1.11e+3 β 1.11e+3 1.11e+3 1.11e+3 1.11e+3 1.11e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ~~~~~ β ... β ... β ... β ... ββ
- ββaxis 3β β β β ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ4 @ 2 β 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 β 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 β 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 β 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 ββ
- ββaxis 3β 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 β 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 β 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 β 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 β 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 β 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 β 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 ββ
- ββ β 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 β 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 β 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 β 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ5 @ 2 β 1.54e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 β 1.54e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 β 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 β 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 ββ
- ββaxis 3β 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 β 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 β 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 β 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 β 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 β 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 β 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 ββ
- ββ β 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 β 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 β 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 β 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββ
- ββ2 @ 1 β0 @ 4 β1 @ 4 β2 @ 4 β3 @ 4 ββ
- ββ βaxis 5 βaxis 5 βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 2 β 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 β 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 β 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 β 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 ββ
- ββaxis 3β 1.70e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 β 1.70e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 β 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 β 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.78e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 β 1.78e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 β 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 β 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 ββ
- ββ β 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 β 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 β 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 β 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 2 β 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 β 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 β 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 β 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 ββ
- ββaxis 3β 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 β 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 β 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 β 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 β 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 β 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 β 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 ββ
- ββ β 1.94e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 β 1.94e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 β 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 β 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ~~~~~ β ... β ... β ... β ... ββ
- ββaxis 3β β β β ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ4 @ 2 β 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 β 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 β 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 β 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 ββ
- ββaxis 3β 2.26e+3 2.26e+3 2.26e+3 2.26e+3 2.26e+3 β 2.26e+3 2.26e+3 2.26e+3 2.26e+3 2.26e+3 β 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 β 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.34e+3 2.34e+3 2.34e+3 2.34e+3 2.34e+3 β 2.34e+3 2.34e+3 2.34e+3 2.34e+3 2.34e+3 β 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 β 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 ββ
- ββ β 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 β 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 β 2.37e+3 2.37e+3 2.37e+3 2.37e+3 2.37e+3 β 2.37e+3 2.37e+3 2.37e+3 2.37e+3 2.37e+3 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
- ββ5 @ 2 β 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 β 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 β 2.39e+3 2.39e+3 2.39e+3 2.39e+3 2.39e+3 β 2.39e+3 2.39e+3 2.39e+3 2.39e+3 2.39e+3 ββ
- ββaxis 3β 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 β 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 β 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 β 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 β 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 β 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 β 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 ββ
- ββ β 2.50e+3 2.50e+3 2.50e+3 2.50e+3 2.50e+3 β 2.50e+3 2.50e+3 2.50e+3 2.50e+3 2.50e+3 β 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 β 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ {| [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
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[0]: r2x4x3 shape 0:2|2:3->1:4 β
- βββββββββ¬βββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ
- ββ β0 @ 0 β1 @ 0 ββ
- ββ βaxis 2 βaxis 2 ββ
- βββββββββΌβββββββββββββββββββββββββΌββββββββββββββββββββββββββββ€β
- ββaxis 1β 0.00 1.00 2.00 β 1.20e+1 1.30e+1 1.40e+1 ββ
- ββ β 3.00 4.00 5.00 β 1.50e+1 1.60e+1 1.70e+1 ββ
- ββ β 6.00 7.00 8.00 β 1.80e+1 1.90e+1 2.00e+1 ββ
- ββ β 9.00 1.00e+1 1.10e+1 β 2.10e+1 2.20e+1 2.30e+1 ββ
- βββββββββ΄βββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ {| [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
- {|
- ββββββββββββββββββββ
- β[0]: r2 shape 0:2 β
- βββ¬βββββββββββββ β
- βββaxis 0 β β
- βββΌβββββββββββββ€ β
- βββ 0.00 1.00 β β
- βββ΄βββββββββββββ β
- ββββββββββββββββββββ
- |}];
+ {| [0]: r2 shape 0:2 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ b;
[%expect
- {|
- βββββββββββββββββββββββ
- β[1]: r3 shape 0:3 β
- βββ¬ββββββββββββββββββββ
- βββaxis 0 ββ
- βββΌβββββββββββββββββββ€β
- βββ 0.00 1.00 2.00 ββ
- βββ΄ββββββββββββββββββββ
- βββββββββββββββββββββββ
- |}];
+ {| [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
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[5]: r2x4x3 shape 0:2|2:3->1:4 β
- βββββββββ¬βββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ
- ββ β0 @ 0 β1 @ 0 ββ
- ββ βaxis 2 βaxis 2 ββ
- βββββββββΌβββββββββββββββββββββββββΌββββββββββββββββββββββββββββ€β
- ββaxis 1β 0.00 1.00 2.00 β 1.20e+1 1.30e+1 1.40e+1 ββ
- ββ β 3.00 4.00 5.00 β 1.50e+1 1.60e+1 1.70e+1 ββ
- ββ β 6.00 7.00 8.00 β 1.80e+1 1.90e+1 2.00e+1 ββ
- ββ β 9.00 1.00e+1 1.10e+1 β 2.10e+1 2.20e+1 2.30e+1 ββ
- βββββββββ΄βββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ {| [5]: r2x4x3 shape 0:2|2:3->1:4 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ b;
[%expect
- {|
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[6]: r5x7x6 shape 0:5|2:6->1:7 β
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ
- ββ β0 @ 0 β1 @ 0 β2 @ 0 β3 @ 0 β4 @ 0 ββ
- ββ βaxis 2 βaxis 2 βaxis 2 βaxis 2 βaxis 2 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β
- ββaxis 1β 0.00 1.00 ... 4.00 5.00 β 4.20e+1 4.30e+1 ... 4.60e+1 4.70e+1 β 8.40e+1 8.50e+1 ... 8.80e+1 8.90e+1 β 1.26e+2 1.27e+2 ... 1.30e+2 1.31e+2 β 1.68e+2 1.69e+2 ... 1.72e+2 1.73e+2 ββ
- ββ β 6.00 7.00 ... 1.00e+1 1.10e+1 β 4.80e+1 4.90e+1 ... 5.20e+1 5.30e+1 β 9.00e+1 9.10e+1 ... 9.40e+1 9.50e+1 β 1.32e+2 1.33e+2 ... 1.36e+2 1.37e+2 β 1.74e+2 1.75e+2 ... 1.78e+2 1.79e+2 ββ
- ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ
- ββ β 3.00e+1 3.10e+1 ... 3.40e+1 3.50e+1 β 7.20e+1 7.30e+1 ... 7.60e+1 7.70e+1 β 1.14e+2 1.15e+2 ... 1.18e+2 1.19e+2 β 1.56e+2 1.57e+2 ... 1.60e+2 1.61e+2 β 1.98e+2 1.99e+2 ... 2.02e+2 2.03e+2 ββ
- ββ β 3.60e+1 3.70e+1 ... 4.00e+1 4.10e+1 β 7.80e+1 7.90e+1 ... 8.20e+1 8.30e+1 β 1.20e+2 1.21e+2 ... 1.24e+2 1.25e+2 β 1.62e+2 1.63e+2 ... 1.66e+2 1.67e+2 β 2.04e+2 2.05e+2 ... 2.08e+2 2.09e+2 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ {| [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
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[0]: r2x4x3 shape 0:2|2:3->1:4 β
- βββββββββ¬βββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ
- ββ β0 @ 0 β1 @ 0 ββ
- ββ βaxis 2 βaxis 2 ββ
- βββββββββΌβββββββββββββββββββββββββΌββββββββββββββββββββββββββββ€β
- ββaxis 1β 0.00 1.00 2.00 β 1.20e+1 1.30e+1 1.40e+1 ββ
- ββ β 3.00 4.00 5.00 β 1.50e+1 1.60e+1 1.70e+1 ββ
- ββ β 6.00 7.00 8.00 β 1.80e+1 1.90e+1 2.00e+1 ββ
- ββ β 9.00 1.00e+1 1.10e+1 β 2.10e+1 2.20e+1 2.30e+1 ββ
- βββββββββ΄βββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ {| [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
- {|
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[3]: r2x3x6x7x4x5 shape 0:2,1:3|4:4,5:5->2:6,3:7 β
- βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββ
- ββ0 @ 1 β0 @ 4 β1 @ 4 β2 @ 4 β3 @ 4 ββ
- ββ βaxis 5 βaxis 5 βaxis 5 βaxis 5 ββ
- βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β
...TRUNCATED BY DUNE...
- βββββββββΌβββββββββββββ€ β
- ββaxis 0β 0.00 1.00 β β
- ββ β 2.00 3.00 β β
- ββ β 4.00 5.00 β β
- βββββββββ΄βββββββββββββ β
- βββββββββββββββββββββββββββ
- |}];
+ {| [3]: r3x2 shape 1:2->0:3 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ e;
[%expect
- {|
- βββββββββββββββββββββββββββββββββββββββββ
- β[4]: r3x4 shape 1:4->0:3 β
- βββββββββ¬ββββββββββββββββββββββββββββββββ
- ββ βaxis 1 ββ
- βββββββββΌβββββββββββββββββββββββββββββββ€β
- ββaxis 0β 0.00 1.00 2.00 3.00 ββ
- ββ β 4.00 5.00 6.00 7.00 ββ
- ββ β 8.00 9.00 1.00e+1 1.10e+1 ββ
- βββββββββ΄ββββββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββ
- |}];
+ {| [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
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[0]: r2x4x3 shape 0:2|2:3->1:4 β
- βββββββββ¬βββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ
- ββ β0 @ 0 β1 @ 0 ββ
- ββ βaxis 2 βaxis 2 ββ
- βββββββββΌβββββββββββββββββββββββββΌββββββββββββββββββββββββββββ€β
- ββaxis 1β 0.00 1.00 2.00 β 1.20e+1 1.30e+1 1.40e+1 ββ
- ββ β 3.00 4.00 5.00 β 1.50e+1 1.60e+1 1.70e+1 ββ
- ββ β 6.00 7.00 8.00 β 1.80e+1 1.90e+1 2.00e+1 ββ
- ββ β 9.00 1.00e+1 1.10e+1 β 2.10e+1 2.20e+1 2.30e+1 ββ
- βββββββββ΄βββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ {| [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
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[0]: r2x4x3 shape 0:2|2:3->1:4 β
- βββββββββ¬βββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ
- ββ β0 @ 0 β1 @ 0 ββ
- ββ βaxis 2 βaxis 2 ββ
- βββββββββΌβββββββββββββββββββββββββΌββββββββββββββββββββββββββββ€β
- ββaxis 1β 0.00 1.00 2.00 β 1.20e+1 1.30e+1 1.40e+1 ββ
- ββ β 3.00 4.00 5.00 β 1.50e+1 1.60e+1 1.70e+1 ββ
- ββ β 6.00 7.00 8.00 β 1.80e+1 1.90e+1 2.00e+1 ββ
- ββ β 9.00 1.00e+1 1.10e+1 β 2.10e+1 2.20e+1 2.30e+1 ββ
- βββββββββ΄βββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ {| [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
- {|
- βββββββββββββββββββββββββββ
- β[3]: r3x2 shape 1:2->0:3 β
- βββββββββ¬βββββββββββββ β
- ββ βaxis 1 β β
- βββββββββΌβββββββββββββ€ β
- ββaxis 0β 0.00 1.00 β β
- ββ β 2.00 3.00 β β
- ββ β 4.00 5.00 β β
- βββββββββ΄βββββββββββββ β
- βββββββββββββββββββββββββββ
- |}];
+ {| [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
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[0]: r3x2x4 shape 0:3|2:4->1:2 β
- βββββββββ¬βββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββ
- ββ β0 @ 0 β1 @ 0 β2 @ 0 ββ
- ββ βaxis 2 βaxis 2 βaxis 2 ββ
- βββββββββΌβββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββ€β
- ββaxis 1β 0.00 1.00 2.00 3.00 β 8.00 9.00 1.00e+1 1.10e+1 β 1.60e+1 1.70e+1 1.80e+1 1.90e+1 ββ
- ββ β 4.00 5.00 6.00 7.00 β 1.20e+1 1.30e+1 1.40e+1 1.50e+1 β 2.00e+1 2.10e+1 2.20e+1 2.30e+1 ββ
- βββββββββ΄βββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ {| [0]: r3x2x4 shape 0:3|2:4->1:2 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ b;
[%expect
- {|
- ββββββββββββββββββββββββββββββββββ
- β[1]: r3x4x1 shape 0:3|2:1->1:4 β
- βββββββββ¬βββββββ¬βββββββ¬βββββββββββ
- ββ β0 @ 0 β1 @ 0 β2 @ 0 ββ
- ββ βaxis 2βaxis 2βaxis 2 ββ
- βββββββββΌβββββββΌβββββββΌββββββββββ€β
- ββaxis 1β 0.00 β 4.00 β 8.00 ββ
- ββ β 1.00 β 5.00 β 9.00 ββ
- ββ β 2.00 β 6.00 β 1.00e+1 ββ
- ββ β 3.00 β 7.00 β 1.10e+1 ββ
- βββββββββ΄βββββββ΄βββββββ΄βββββββββββ
- ββββββββββββββββββββββββββββββββββ
- |}];
+ {| [1]: r3x4x1 shape 0:3|2:1->1:4 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ c;
[%expect
{|
@@ -1450,175 +1024,175 @@ let%expect_test "outer_sum simulating axis concatenation" =
Tensor.print ~with_code:false ~with_grad:false `Default @@ positions;
[%expect
{|
- ββββββββββββββββββββββββββββββββββ
- β[9]: ;=>+ shape 0:4,1:5,2:6,3:3 β
- βββββββββ¬βββββββββββββββββββ β
- ββ0 @ 0 βaxis 3 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ0 @ 1 β 0.00 0.00 0.00 β β
- ββaxis 2β 0.00 0.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 0.00 0.00 4.00 β β
- ββ β 0.00 0.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ1 @ 1 β 0.00 1.00 0.00 β β
- ββaxis 2β 0.00 1.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 0.00 1.00 4.00 β β
- ββ β 0.00 1.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ2 @ 1 β 0.00 2.00 0.00 β β
- ββaxis 2β 0.00 2.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 0.00 2.00 4.00 β β
- ββ β 0.00 2.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ3 @ 1 β 0.00 3.00 0.00 β β
- ββaxis 2β 0.00 3.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 0.00 3.00 4.00 β β
- ββ β 0.00 3.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ4 @ 1 β 0.00 4.00 0.00 β β
- ββaxis 2β 0.00 4.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 0.00 4.00 4.00 β β
- ββ β 0.00 4.00 5.00 β β
- βββββββββ΄βββββββββββββββββββ β
- ββββββββββββββββββββββββββββββββββ€
- βββββββββ¬βββββββββββββββββββ β
- ββ1 @ 0 βaxis 3 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ0 @ 1 β 1.00 0.00 0.00 β β
- ββaxis 2β 1.00 0.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 1.00 0.00 4.00 β β
- ββ β 1.00 0.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ1 @ 1 β 1.00 1.00 0.00 β β
- ββaxis 2β 1.00 1.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 1.00 1.00 4.00 β β
- ββ β 1.00 1.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ2 @ 1 β 1.00 2.00 0.00 β β
- ββaxis 2β 1.00 2.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 1.00 2.00 4.00 β β
- ββ β 1.00 2.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ3 @ 1 β 1.00 3.00 0.00 β β
- ββaxis 2β 1.00 3.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 1.00 3.00 4.00 β β
- ββ β 1.00 3.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ4 @ 1 β 1.00 4.00 0.00 β β
- ββaxis 2β 1.00 4.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 1.00 4.00 4.00 β β
- ββ β 1.00 4.00 5.00 β β
- βββββββββ΄βββββββββββββββββββ β
- ββββββββββββββββββββββββββββββββββ€
- βββββββββ¬βββββββββββββββββββ β
- ββ2 @ 0 βaxis 3 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ0 @ 1 β 2.00 0.00 0.00 β β
- ββaxis 2β 2.00 0.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 2.00 0.00 4.00 β β
- ββ β 2.00 0.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ1 @ 1 β 2.00 1.00 0.00 β β
- ββaxis 2β 2.00 1.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 2.00 1.00 4.00 β β
- ββ β 2.00 1.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ2 @ 1 β 2.00 2.00 0.00 β β
- ββaxis 2β 2.00 2.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 2.00 2.00 4.00 β β
- ββ β 2.00 2.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ3 @ 1 β 2.00 3.00 0.00 β β
- ββaxis 2β 2.00 3.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 2.00 3.00 4.00 β β
- ββ β 2.00 3.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ4 @ 1 β 2.00 4.00 0.00 β β
- ββaxis 2β 2.00 4.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 2.00 4.00 4.00 β β
- ββ β 2.00 4.00 5.00 β β
- βββββββββ΄βββββββββββββββββββ β
- ββββββββββββββββββββββββββββββββββ€
- βββββββββ¬βββββββββββββββββββ β
- ββ3 @ 0 βaxis 3 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ0 @ 1 β 3.00 0.00 0.00 β β
- ββaxis 2β 3.00 0.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 3.00 0.00 4.00 β β
- ββ β 3.00 0.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ1 @ 1 β 3.00 1.00 0.00 β β
- ββaxis 2β 3.00 1.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 3.00 1.00 4.00 β β
- ββ β 3.00 1.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ2 @ 1 β 3.00 2.00 0.00 β β
- ββaxis 2β 3.00 2.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 3.00 2.00 4.00 β β
- ββ β 3.00 2.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ3 @ 1 β 3.00 3.00 0.00 β β
- ββaxis 2β 3.00 3.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 3.00 3.00 4.00 β β
- ββ β 3.00 3.00 5.00 β β
- βββββββββΌβββββββββββββββββββ€ β
- ββ4 @ 1 β 3.00 4.00 0.00 β β
- ββaxis 2β 3.00 4.00 1.00 β β
- ββ β ... ... ... β β
- ββ β 3.00 4.00 4.00 β β
- ββ β 3.00 4.00 5.00 β β
- βββββββββ΄βββββββββββββββββββ β
- ββββββββββββββββββββββββββββββββββ
+ βββββββββββββββββββββββββββββββββββββββββββ
+ β[9]: ;=>+ shape 0:4,1:5,2:6,3:3 β
+ βββββββββ¬ββββββββββββββββββββββββββββββββββ
+ ββ0 @ 0 βaxis 3 ββ
+ βββββββββΌβββββββββββββββββββββββββββββββββ€β
+ ββ0 @ 1 β 5.15e-27 0.00 0.00 ββ
+ ββaxis 2β 2.64e-27 0.00 1.00 ββ
+ ββ β ... ... ... ββ
+ ββ β -4.20e+27 4.58e-41 4.00 ββ
+ ββ β 2.64e-27 -4.20e+27 5.00 ββ
+ βββββββββΌβββββββββββββββββββββββββββββββββ€β
+ ββ1 @ 1 β 2.51e-27 1.00 0.00 ββ
+ ββaxis 2β 0.00 1.00 1.00 ββ
+ ββ β ... ... ... ββ
+ ββ β -4.20e+27 1.00 4.00 ββ
+ ββ β 0.00 -4.20e+27 5.00 ββ
+ βββββββββΌβββββββββββββββββββββββββββββββββ€β
+ ββ2 @ 1 β 2.51e-27 2.00 0.00 ββ
+ ββaxis 2β 0.00 2.00 1.00 ββ
+ ββ β ... ... ... ββ
+ ββ β -4.20e+27 2.00 4.00 ββ
+ ββ β 0.00 -4.20e+27 5.00 ββ
+ βββββββββΌβββββββββββββββββββββββββββββββββ€β
+ ββ3 @ 1 β 2.51e-27 3.00 0.00 ββ
+ ββaxis 2β 0.00 3.00 1.00 ββ
+ ββ β ... ... ... ββ
+ ββ β -4.20e+27 3.00 4.00 ββ
+ ββ β 0.00 -4.20e+27 5.00 ββ
+ βββββββββΌβββββββββββββββββββββββββββββββββ€β
+ ββ4 @ 1 β -4.20e+27 4.00 2.80e-33 ββ
+ ββaxis 2β -4.20e+27 4.00 1.00 ββ
+ ββ β ... ... ... ββ
+ ββ β -8.41e+27 4.00 4.00 ββ
+ ββ β -4.20e+27 -4.20e+27 5.00 ββ
+ βββββββββ΄ββββββββββββββββββββββββββββββββββ
+ βββββββββββββββββββββββββββββββββββββββββββ€
+ βββββββββ¬ββββββββββββββββββββββββββββββββ β
+ ββ1 @ 0 βaxis 3 β β
+ βββββββββΌββββββββββββββββββββββββββββββββ€ β
+ ββ0 @ 1 β 1.00 2.89e+32 2.36e+21 β β
+ ββaxis 2β 1.00 2.89e+32 2.36e+21 β β
+ ββ β ... ... ... β β
+ ββ β -4.20e+27 2.89e+32 2.36e+21 β β
+ ββ β 1.00 2.89e+32 2.36e+21 β β
+ βββββββββΌββββββββββββββββββββββββββββββββ€ β
+ ββ1 @ 1 β 1.00 2.89e+32 2.36e+21 β β
+ ββaxis 2β 1.00 2.89e+32 2.36e+21 β β
+ ββ β ... ... ... β β
+ ββ β -4.20e+27 2.89e+32 2.36e+21 β β
+ ββ β 1.00 2.89e+32 2.36e+21 β β
+ βββββββββΌββββββββββββββββββββββββββββββββ€ β
+ ββ2 @ 1 β 1.00 2.89e+32 2.36e+21 β β
+ ββaxis 2β 1.00 2.89e+32 2.36e+21 β β
+ ββ β ... ... ... β β
+ ββ β -4.20e+27 2.89e+32 2.36e+21 β β
+ ββ β 1.00 2.89e+32 2.36e+21 β β
+ βββββββββΌββββββββββββββββββββββββββββββββ€ β
+ ββ3 @ 1 β 1.00 2.89e+32 2.36e+21 β β
+ ββaxis 2β 1.00 2.89e+32 2.36e+21 β β
+ ββ β ... ... ... β β
+ ββ β -4.20e+27 2.89e+32 2.36e+21 β β
+ ββ β 1.00 2.89e+32 2.36e+21 β β
+ βββββββββΌββββββββββββββββββββββββββββββββ€ β
+ ββ4 @ 1 β -4.20e+27 2.89e+32 2.36e+21 β β
+ ββaxis 2β -4.20e+27 2.89e+32 2.36e+21 β β
+ ββ β ... ... ... β β
+ ββ β -8.41e+27 2.89e+32 2.36e+21 β β
+ ββ β -4.20e+27 2.89e+32 2.36e+21 β β
+ βββββββββ΄ββββββββββββββββββββββββββββββββ β
+ βββββββββββββββββββββββββββββββββββββββββββ€
+ βββββββββ¬ββββββββββββββββββββββββββββββββββ
+ ββ2 @ 0 βaxis 3 ββ
+ βββββββββΌβββββββββββββββββββββββββββββββββ€β
+ ββ0 @ 1 β 2.00 2.09e+20 1.28e+19 ββ
+ ββaxis 2β 2.00 2.09e+20 1.28e+19 ββ
+ ββ β ... ... ... ββ
+ ββ β -4.20e+27 2.09e+20 1.28e+19 ββ
+ ββ β 2.00 -4.20e+27 1.28e+19 ββ
+ βββββββββΌβββββββββββββββββββββββββββββββββ€β
+ ββ1 @ 1 β 2.00 2.09e+20 1.28e+19 ββ
+ ββaxis 2β 2.00 2.09e+20 1.28e+19 ββ
+ ββ β ... ... ... ββ
+ ββ β -4.20e+27 2.09e+20 1.28e+19 ββ
+ ββ β 2.00 -4.20e+27 1.28e+19 ββ
+ βββββββββΌβββββββββββββββββββββββββββββββββ€β
+ ββ2 @ 1 β 2.00 2.09e+20 1.28e+19 ββ
+ ββaxis 2β 2.00 2.09e+20 1.28e+19 ββ
+ ββ β ... ... ... ββ
+ ββ β -4.20e+27 2.09e+20 1.28e+19 ββ
+ ββ β 2.00 -4.20e+27 1.28e+19 ββ
+ βββββββββΌβββββββββββββββββββββββββββββββββ€β
+ ββ3 @ 1 β 2.00 2.09e+20 1.28e+19 ββ
+ ββaxis 2β 2.00 2.09e+20 1.28e+19 ββ
+ ββ β ... ... ... ββ
+ ββ β -4.20e+27 2.09e+20 1.28e+19 ββ
+ ββ β 2.00 -4.20e+27 1.28e+19 ββ
+ βββββββββΌβββββββββββββββββββββββββββββββββ€β
+ ββ4 @ 1 β -4.20e+27 2.09e+20 1.28e+19 ββ
+ ββaxis 2β -4.20e+27 2.09e+20 1.28e+19 ββ
+ ββ β ... ... ... ββ
+ ββ β -8.41e+27 2.09e+20 1.28e+19 ββ
+ ββ β -4.20e+27 -4.20e+27 1.28e+19 ββ
+ βββββββββ΄ββββββββββββββββββββββββββββββββββ
+ βββββββββββββββββββββββββββββββββββββββββββ€
+ βββββββββ¬ββββββββββββββββββββββββββββββββββ
+ ββ3 @ 0 βaxis 3 ββ
+ βββββββββΌβββββββββββββββββββββββββββββββββ€β
+ ββ0 @ 1 β 3.00 1.30e-8 7.52e+28 ββ
+ ββaxis 2β 3.00 1.30e-8 7.52e+28 ββ
+ ββ β ... ... ... ββ
+ ββ β -4.20e+27 1.30e-8 7.52e+28 ββ
+ ββ β 3.00 -4.20e+27 7.52e+28 ββ
+ βββββββββΌβββββββββββββββββββββββββββββββββ€β
+ ββ1 @ 1 β 3.00 1.00 7.52e+28 ββ
+ ββaxis 2β 3.00 1.00 7.52e+28 ββ
+ ββ β ... ... ... ββ
+ ββ β -4.20e+27 1.00 7.52e+28 ββ
+ ββ β 3.00 -4.20e+27 7.52e+28 ββ
+ βββββββββΌβββββββββββββββββββββββββββββββββ€β
+ ββ2 @ 1 β 3.00 2.00 7.52e+28 ββ
+ ββaxis 2β 3.00 2.00 7.52e+28 ββ
+ ββ β ... ... ... ββ
+ ββ β -4.20e+27 2.00 7.52e+28 ββ
+ ββ β 3.00 -4.20e+27 7.52e+28 ββ
+ βββββββββΌβββββββββββββββββββββββββββββββββ€β
+ ββ3 @ 1 β 3.00 3.00 7.52e+28 ββ
+ ββaxis 2β 3.00 3.00 7.52e+28 ββ
+ ββ β ... ... ... ββ
+ ββ β -4.20e+27 3.00 7.52e+28 ββ
+ ββ β 3.00 -4.20e+27 7.52e+28 ββ
+ βββββββββΌβββββββββββββββββββββββββββββββββ€β
+ ββ4 @ 1 β -4.20e+27 4.00 7.52e+28 ββ
+ ββaxis 2β -4.20e+27 4.00 7.52e+28 ββ
+ ββ β ... ... ... ββ
+ ββ β -8.41e+27 4.00 7.52e+28 ββ
+ ββ β -4.20e+27 -4.20e+27 7.52e+28 ββ
+ βββββββββ΄ββββββββββββββββββββββββββββββββββ
+ βββββββββββββββββββββββββββββββββββββββββββ
|}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ ti;
[%expect
{|
- βββββββββββββββββββββββββββββ
- β[1]: =>_ti shape 0:4,1:3 β
- βββββββββ¬ββββββββββββββββββββ
- ββ βaxis 1 ββ
- βββββββββΌβββββββββββββββββββ€β
- ββaxis 0β 0.00 0.00 0.00 ββ
- ββ β 1.00 0.00 0.00 ββ
- ββ β 2.00 0.00 0.00 ββ
- ββ β 3.00 0.00 0.00 ββ
- βββββββββ΄ββββββββββββββββββββ
- βββββββββββββββββββββββββββββ
+ βββββββββββββββββββββββββββββββββββββ
+ β[1]: =>_ti shape 0:4,1:3 β
+ βββββββββ¬ββββββββββββββββββββββββββββ
+ ββ βaxis 1 ββ
+ βββββββββΌβββββββββββββββββββββββββββ€β
+ ββaxis 0β 0.00 0.00 0.00 ββ
+ ββ β 1.00 2.89e+32 2.36e+21 ββ
+ ββ β 2.00 2.09e+20 1.28e+19 ββ
+ ββ β 3.00 1.30e-8 7.52e+28 ββ
+ βββββββββ΄ββββββββββββββββββββββββββββ
+ βββββββββββββββββββββββββββββββββββββ
|}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ tk;
[%expect
{|
- βββββββββββββββββββββββββββββ
- β[7]: =>_tk shape 0:6,1:3 β
- βββββββββ¬ββββββββββββββββββββ
- ββ βaxis 1 ββ
- βββββββββΌβββββββββββββββββββ€β
- ββaxis 0β 0.00 0.00 0.00 ββ
- ββ β 0.00 0.00 1.00 ββ
- ββ β ... ... ... ββ
- ββ β 0.00 0.00 4.00 ββ
- ββ β 0.00 0.00 5.00 ββ
- βββββββββ΄ββββββββββββββββββββ
- βββββββββββββββββββββββββββββ
+ βββββββββββββββββββββββββββββββββββββββ
+ β[7]: =>_tk shape 0:6,1:3 β
+ βββββββββ¬ββββββββββββββββββββββββββββββ
+ ββ βaxis 1 ββ
+ βββββββββΌβββββββββββββββββββββββββββββ€β
+ ββaxis 0β 2.51e-27 0.00 0.00 ββ
+ ββ β 0.00 0.00 1.00 ββ
+ ββ β ... ... ... ββ
+ ββ β -4.20e+27 4.58e-41 4.00 ββ
+ ββ β 0.00 -4.20e+27 5.00 ββ
+ βββββββββ΄ββββββββββββββββββββββββββββββ
+ βββββββββββββββββββββββββββββββββββββββ
|}]
let%expect_test "einsum with a leftmost input axis preserved as output axis" =
@@ -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
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[0]: r3x2x4_a shape 0:3|2:4->1:2 β
- βββββββββ¬βββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββ
- ββ β0 @ 0 β1 @ 0 β2 @ 0 ββ
- ββ βaxis 2 βaxis 2 βaxis 2 ββ
- βββββββββΌβββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββ€β
- ββaxis 1β 0.00 1.00 2.00 3.00 β 8.00 9.00 1.00e+1 1.10e+1 β 1.60e+1 1.70e+1 1.80e+1 1.90e+1 ββ
- ββ β 4.00 5.00 6.00 7.00 β 1.20e+1 1.30e+1 1.40e+1 1.50e+1 β 2.00e+1 2.10e+1 2.20e+1 2.30e+1 ββ
- βββββββββ΄βββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ {| [0]: r3x2x4_a shape 0:3|2:4->1:2 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ b;
[%expect
- {|
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[1]: r3x4x2x3_b shape 0:3|2:2,3:3->1:4 β
- βββββββββ¬ββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ
- ββ0 @ 0 β0 @ 2 β1 @ 2 ββ
- ββ βaxis 3 βaxis 3 ββ
- βββββββββΌββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββ€β
- ββaxis 1β 0.00 1.00 2.00 β 3.00 4.00 5.00 ββ
- ββ β 6.00 7.00 8.00 β 9.00 1.00e+1 1.10e+1 ββ
-β β 1.20e+1 1.30e+1 1.40e+1 β 1.50e+1 1.60e+1 1.70e+1 ββ
- ββ β 1.80e+1 1.90e+1 2.00e+1 β 2.10e+1 2.20e+1 2.30e+1 ββ
- βββββββββ΄ββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬ββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ
- ββ1 @ 0 β0 @ 2 β1 @ 2 ββ
- ββ βaxis 3 βaxis 3 ββ
- βββββββββΌββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββ€β
- ββaxis 1β 2.40e+1 2.50e+1 2.60e+1 β 2.70e+1 2.80e+1 2.90e+1 ββ
- ββ β 3.00e+1 3.10e+1 3.20e+1 β 3.30e+1 3.40e+1 3.50e+1 ββ
- ββ β 3.60e+1 3.70e+1 3.80e+1 β 3.90e+1 4.00e+1 4.10e+1 ββ
- ββ β 4.20e+1 4.30e+1 4.40e+1 β 4.50e+1 4.60e+1 4.70e+1 ββ
- βββββββββ΄ββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
- βββββββββ¬ββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ
- ββ2 @ 0 β0 @ 2 β1 @ 2 ββ
- ββ βaxis 3 βaxis 3 ββ
- βββββββββΌββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββ€β
- ββaxis 1β 4.80e+1 4.90e+1 5.00e+1 β 5.10e+1 5.20e+1 5.30e+1 ββ
- ββ β 5.40e+1 5.50e+1 5.60e+1 β 5.70e+1 5.80e+1 5.90e+1 ββ
- ββ β 6.00e+1 6.10e+1 6.20e+1 β 6.30e+1 6.40e+1 6.50e+1 ββ
- ββ β 6.60e+1 6.70e+1 6.80e+1 β 6.90e+1 7.00e+1 7.10e+1 ββ
- βββββββββ΄ββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββ
- ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ {| [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
- {|
- βββββββββββββββββββββββββββββ
- β[0]: r2x2_a shape 1:2->0:2 β
- βββββββββ¬βββββββββββββ β
- ββ βaxis 1 β β
- βββββββββΌβββββββββββββ€ β
- ββaxis 0β 0.00 1.00 β β
- ββ β 2.00 3.00 β β
- βββββββββ΄βββββββββββββ β
- βββββββββββββββββββββββββββββ
- |}];
+ {| [0]: r2x2_a shape 1:2->0:2 <virtual> |}];
Tensor.print ~with_code:false ~with_grad:false `Default @@ b;
[%expect
- {|
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- β[1]: r2x2x3x4_b shape 1:2,2:3,3:4->0:2 β
- βββββββββ¬βββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββ
- ββ β0 @ 2 β1 @ 2 β2 @ 2 ββ
- ββ βaxis 3 βaxis 3 βaxis 3 ββ
- βββββββββΌβββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββ€β
- ββ0 @ 1 β 0.00 1.00 2.00 3.00 β 4.00 5.00 6.00 7.00 β 8.00 9.00 1.00e+1 1.10e+1 ββ
- ββaxis 0β 2.40e+1 2.50e+1 2.60e+1 2.70e+1 β 2.80e+1 2.90e+1 3.00e+1 3.10e+1 β 3.20e+1 3.30e+1 3.40e+1 3.50e+1 ββ
- βββββββββΌβββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββ€β
- ββ1 @ 1 β 1.20e+1 1.30e+1 1.40e+1 1.50e+1 β 1.60e+1 1.70e+1 1.80e+1 1.90e+1 β 2.00e+1 2.10e+1 2.20e+1 2.30e+1 ββ
- ββaxis 0β 3.60e+1 3.70e+1 3.80e+1 3.90e+1 β 4.00e+1 4.10e+1 4.20e+1 4.30e+1 β 4.40e+1 4.50e+1 4.60e+1 4.70e+1 ββ
- βββββββββ΄βββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββ
- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
- |}];
+ {| [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
2025-07-01 09:56.57: Job failed: Failed: Build failed