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-42-5.3_opam-2.3)Base: ocaml/opam:fedora-42-ocaml-5.3@sha256:ca935fbf20f8d83e78dff4d973011a91d32565d7d98af772da42600dd103623cOpam project buildTo reproduce locally:git clone --recursive "https://github.com/ahrefs/ocannl.git" -b "master" && cd "ocannl" && git reset --hard a75dce11cat > Dockerfile <<'END-OF-DOCKERFILE'FROM ocaml/opam:fedora-42-ocaml-5.3@sha256:ca935fbf20f8d83e78dff4d973011a91d32565d7d98af772da42600dd103623c# fedora-42-5.3_opam-2.3USER 1000:1000ENV CLICOLOR_FORCE="1"ENV OPAMCOLOR="always"WORKDIR /srcRUN sudo dnf install -y findutilsRUN sudo ln -f /usr/bin/opam-2.3 /usr/bin/opamRUN opam init --reinit -niRUN uname -rs && opam exec -- ocaml -version && opam --versionWORKDIR /srcRUN sudo chown opam /srcRUN 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 -uCOPY --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 $DEPSRUN opam install $DEPSCOPY --chown=1000:1000 . /srcRUN opam exec -- dune build @install @check @runtest && rm -rf _buildEND-OF-DOCKERFILEdocker build .END-REPRO-BLOCK2025-07-01 09:54.28: Using cache hint "ahrefs/ocannl-ocaml/opam:fedora-42-ocaml-5.3@sha256:ca935fbf20f8d83e78dff4d973011a91d32565d7d98af772da42600dd103623c-fedora-42-5.3_opam-2.3-82912e70cd030e6e6af979ac4425a6a2"2025-07-01 09:54.28: Using OBuilder spec:((from ocaml/opam:fedora-42-ocaml-5.3@sha256:ca935fbf20f8d83e78dff4d973011a91d32565d7d98af772da42600dd103623c)(comment fedora-42-5.3_opam-2.3)(user (uid 1000) (gid 1000))(env CLICOLOR_FORCE 1)(env OPAMCOLOR always)(workdir /src)(run (network host)(shell "sudo dnf install -y findutils"))(run (shell "sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam"))(run (shell "opam init --reinit -ni"))(run (shell "uname -rs && opam exec -- ocaml -version && opam --version"))(workdir /src)(run (shell "sudo chown opam /src"))(run (cache (opam-archives (target /home/opam/.opam/download-cache)))(network host)(shell "cd ~/opam-repository && (git cat-file -e 7210227672addfb4db789560e45923f54c0aeab1 || git fetch origin master) && git reset -q --hard 7210227672addfb4db789560e45923f54c0aeab1 && git log --no-decorate -n1 --oneline && opam update -u"))(copy (src neural_nets_lib.opam arrayjit.opam) (dst ./))(run (network host)(shell "opam pin add -yn neural_nets_lib.dev './' && \\nopam pin add -yn arrayjit.dev './'"))(run (network host)(shell "echo '(lang dune 3.0)' > './dune-project'"))(env DEPS "angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 parsexp.v0.17.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.0 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.12.0 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0")(env CI true)(env OCAMLCI true)(run (cache (opam-archives (target /home/opam/.opam/download-cache)))(network host)(shell "opam update --depexts && opam install --cli=2.3 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS"))(run (cache (opam-archives (target /home/opam/.opam/download-cache)))(network host)(shell "opam install $DEPS"))(copy (src .) (dst /src))(run (shell "opam exec -- dune build @install @check @runtest && rm -rf _build")))2025-07-01 09:54.28: Waiting for resource in pool OCluster2025-07-01 09:54.28: Waiting for worker…2025-07-01 09:54.28: Got resource from pool OClusterBuilding on toxis.caelum.ci.devAll commits already cachedHEAD 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-42-ocaml-5.3@sha256:ca935fbf20f8d83e78dff4d973011a91d32565d7d98af772da42600dd103623c)2025-07-01 09:54.51 ---> saved as "6219cec5618da56ab7f2d1a249180f4afe319ecdd103db509824f628c646fc56"/: (comment fedora-42-5.3_opam-2.3)/: (user (uid 1000) (gid 1000))/: (env CLICOLOR_FORCE 1)/: (env OPAMCOLOR always)/: (workdir /src)/src: (run (network host)(shell "sudo dnf install -y findutils"))Updating and loading repositories:Fedora 42 openh264 (From Cisco) - x86_ 100% | 1.4 KiB/s | 986.0 B | 00m01sFedora 42 - x86_64 - Updates 100% | 141.4 KiB/s | 24.6 KiB | 00m00sFedora 42 - x86_64 100% | 88.7 KiB/s | 26.9 KiB | 00m00sFedora 42 openh264 (From Cisco) - x86_ 100% | 10.8 KiB/s | 5.8 KiB | 00m01sFedora 42 - x86_64 - Updates 100% | 1.9 MiB/s | 4.0 MiB | 00m02sRepositories loaded.Package "findutils-1:4.10.0-5.fc42.x86_64" is already installed.Nothing to do.2025-07-01 09:54.58 ---> saved as "b1f0db1fada5631e0e8a089e4b21d3aba9fcebb8766eb6c5a9e6a096ca963ec7"/src: (run (shell "sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam"))2025-07-01 09:54.58 ---> saved as "36f20adfdb7a1fd3920d73b330c5ff2e9a27026c342876b307bcafc268e4eecd"/src: (run (shell "opam init --reinit -ni"))Configuring from /home/opam/.opamrc and then from built-in defaults.Checking for available remotes: rsync and local, git.- you won't be able to use mercurial repositories unless you install the hg command on your system.- you won't be able to use darcs repositories unless you install the darcs command on your system.This development version of opam requires an update to the layout of /home/opam/.opam from version 2.0 to version 2.2, which can't be reverted.You may want to back it up before going further.Continue? [y/n] yFormat upgrade done.<><> Updating repositories ><><><><><><><><><><><><><><><><><><><><><><><><><><>[default] Initialised2025-07-01 09:55.27 ---> saved as "183296d1720211aca3f522267709abbd22789de72e87a55022fd39b32feff80b"/src: (run (shell "uname -rs && opam exec -- ocaml -version && opam --version"))Linux 5.15.0-134-genericThe OCaml toplevel, version 5.3.02.3.02025-07-01 09:55.27 ---> saved as "626b7abede693a100c736148e8f886bf78f49cecf8d70aa67da157cd49d141e7"/src: (workdir /src)/src: (run (shell "sudo chown opam /src"))2025-07-01 09:55.27 ---> saved as "4994b2b063705049a578a29c9bf8c120bb196e13f645e32fb92443c24d9db643"/src: (run (cache (opam-archives (target /home/opam/.opam/download-cache)))(network host)(shell "cd ~/opam-repository && (git cat-file -e 7210227672addfb4db789560e45923f54c0aeab1 || git fetch origin master) && git reset -q --hard 7210227672addfb4db789560e45923f54c0aeab1 && git log --no-decorate -n1 --oneline && opam update -u"))From https://github.com/ocaml/opam-repository* branch master -> FETCH_HEADbc726805e3..70ed6dc380 master -> origin/master7210227672 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-repositoryEverything 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 09:56.02 ---> saved as "3a2c7f3d7f858cbf5495fa9633d9d7ab56096a2d0bdf3152c92a7cc6bef114ec"/src: (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./))2025-07-01 09:56.02 ---> saved as "dd5166dc96c0d3449f9011e1d22452fe1f252ba83b18008ec8c6b261380b79f9"/src: (run (network host)(shell "opam pin add -yn neural_nets_lib.dev './' && \\nopam pin add -yn arrayjit.dev './'"))[neural_nets_lib.dev] synchronised (file:///src)neural_nets_lib is now pinned to file:///src (version dev)[arrayjit.dev] synchronised (file:///src)arrayjit is now pinned to file:///src (version dev)2025-07-01 09:56.04 ---> saved as "d8bd79ed7ec398484a3126847d77f7404e5dc6df25da16ff537d70577bdcbf99"/src: (run (network host)(shell "echo '(lang dune 3.0)' > './dune-project'"))2025-07-01 09:56.04 ---> saved as "9cfaa294eee11760275e61355d8240df0f21f68fe32e5dbbd0b66ae4f6ef99c1"/src: (env DEPS "angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 parsexp.v0.17.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.0 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.12.0 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0")/src: (env CI true)/src: (env OCAMLCI true)/src: (run (cache (opam-archives (target /home/opam/.opam/download-cache)))(network host)(shell "opam update --depexts && opam install --cli=2.3 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS"))+ /usr/sbin/sudo "yum" "makecache"- Updating and loading repositories:- Repositories loaded.- Metadata cache created.<><> Synchronising pinned packages ><><><><><><><><><><><><><><><><><><><><><><>[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/sbin/sudo "yum" "install" "-y" "libcurl-devel" "libffi-devel" "zlib-ng-compat-devel"- Updating and loading repositories:- Repositories loaded.- Package Arch Version Repository Size- Upgrading:- krb5-libs x86_64 1.21.3-6.fc42 updates 2.3 MiB- replacing krb5-libs x86_64 1.21.3-5.fc42 b67228ed38864378b0e1f36b75127eab 2.3 MiB- libcurl x86_64 8.11.1-5.fc42 updates 834.0 KiB- replacing libcurl x86_64 8.11.1-4.fc42 b67228ed38864378b0e1f36b75127eab 842.1 KiB- libssh x86_64 0.11.2-1.fc42 updates 566.7 KiB- replacing libssh x86_64 0.11.1-4.fc42 b67228ed38864378b0e1f36b75127eab 565.5 KiB- libssh-config noarch 0.11.2-1.fc42 updates 277.0 B- replacing libssh-config noarch 0.11.1-4.fc42 b67228ed38864378b0e1f36b75127eab 277.0 B- Installing:- libcurl-devel x86_64 8.11.1-5.fc42 updates 1.3 MiB- libffi-devel x86_64 3.4.6-5.fc42 fedora 33.1 KiB- zlib-ng-compat-devel x86_64 2.2.4-3.fc42 fedora 107.0 KiB- Installing dependencies:- brotli x86_64 1.1.0-6.fc42 fedora 31.6 KiB- brotli-devel x86_64 1.1.0-6.fc42 fedora 65.6 KiB- cmake-filesystem x86_64 3.31.6-2.fc42 fedora 0.0 B- keyutils-libs-devel x86_64 1.6.3-5.fc42 fedora 48.2 KiB- krb5-devel x86_64 1.21.3-6.fc42 updates 705.9 KiB- libcom_err-devel x86_64 1.47.2-3.fc42 fedora 16.7 KiB- libidn2-devel x86_64 2.3.8-1.fc42 fedora 149.1 KiB- libkadm5 x86_64 1.21.3-6.fc42 updates 213.9 KiB- libnghttp2-devel x86_64 1.64.0-3.fc42 fedora 295.4 KiB- libpsl-devel x86_64 0.21.5-5.fc42 fedora 110.3 KiB- libselinux-devel x86_64 3.8-2.fc42 updates 126.8 KiB- libsepol-devel x86_64 3.8-1.fc42 fedora 120.8 KiB- libssh-devel x86_64 0.11.2-1.fc42 updates 178.0 KiB- libverto-devel x86_64 0.3.2-10.fc42 fedora 25.7 KiB- openssl-devel x86_64 1:3.2.4-3.fc42 fedora 4.3 MiB- pcre2-devel x86_64 10.45-1.fc42 fedora 2.1 MiB- pcre2-utf16 x86_64 10.45-1.fc42 fedora 626.3 KiB- pcre2-utf32 x86_64 10.45-1.fc42 fedora 598.2 KiB- publicsuffix-list noarch 20250616-1.fc42 updates 332.8 KiB-- Transaction Summary:- Installing: 22 packages- Upgrading: 4 packages- Replacing: 4 packages-- Total size of inbound packages is 7 MiB. Need to download 7 MiB.- After this operation, 11 MiB extra will be used (install 15 MiB, remove 4 MiB).- [ 1/26] libffi-devel-0:3.4.6-5.fc42.x86 100% | 394.2 KiB/s | 28.8 KiB | 00m00s- [ 2/26] zlib-ng-compat-devel-0:2.2.4-3. 100% | 384.3 KiB/s | 38.4 KiB | 00m00s- [ 3/26] cmake-filesystem-0:3.31.6-2.fc4 100% | 502.6 KiB/s | 17.6 KiB | 00m00s- [ 4/26] libkadm5-0:1.21.3-6.fc42.x86_64 100% | 3.2 MiB/s | 76.4 KiB | 00m00s- [ 5/26] krb5-devel-0:1.21.3-6.fc42.x86_ 100% | 2.6 MiB/s | 142.5 KiB | 00m00s- [ 6/26] libssh-devel-0:0.11.2-1.fc42.x8 100% | 1.0 MiB/s | 41.5 KiB | 00m00s- [ 7/26] libcurl-devel-0:8.11.1-5.fc42.x 100% | 4.5 MiB/s | 881.9 KiB | 00m00s- [ 8/26] brotli-devel-0:1.1.0-6.fc42.x86 100% | 754.0 KiB/s | 33.9 KiB | 00m00s- [ 9/26] brotli-0:1.1.0-6.fc42.x86_64 100% | 463.9 KiB/s | 19.9 KiB | 00m00s- [10/26] libnghttp2-devel-0:1.64.0-3.fc4 100% | 3.2 MiB/s | 55.7 KiB | 00m00s- [11/26] libidn2-devel-0:2.3.8-1.fc42.x8 100% | 1.6 MiB/s | 64.0 KiB | 00m00s- [12/26] libpsl-devel-0:0.21.5-5.fc42.x8 100% | 1.0 MiB/s | 33.2 KiB | 00m00s- [13/26] libselinux-devel-0:3.8-2.fc42.x 100% | 2.9 MiB/s | 151.5 KiB | 00m00s- [14/26] libsepol-devel-0:3.8-1.fc42.x86 100% | 949.2 KiB/s | 48.4 KiB | 00m00s- [15/26] keyutils-libs-devel-0:1.6.3-5.f 100% | 1.8 MiB/s | 59.9 KiB | 00m00s- [16/26] libcom_err-devel-0:1.47.2-3.fc4 100% | 669.5 KiB/s | 16.7 KiB | 00m00s- [17/26] libverto-devel-0:0.3.2-10.fc42. 100% | 757.8 KiB/s | 14.4 KiB | 00m00s- [18/26] publicsuffix-list-0:20250616-1. 100% | 1.3 MiB/s | 89.9 KiB | 00m00s- [19/26] pcre2-utf16-0:10.45-1.fc42.x86_ 100% | 5.4 MiB/s | 241.9 KiB | 00m00s- [20/26] pcre2-devel-0:10.45-1.fc42.x86_ 100% | 4.6 MiB/s | 543.4 KiB | 00m00s- [21/26] libcurl-0:8.11.1-5.fc42.x86_64 100% | 8.2 MiB/s | 371.7 KiB | 00m00s- [22/26] openssl-devel-1:3.2.4-3.fc42.x8 100% | 9.1 MiB/s | 2.8 MiB | 00m00s- [23/26] pcre2-utf32-0:10.45-1.fc42.x86_ 100% | 1.4 MiB/s | 228.7 KiB | 00m00s- [24/26] libssh-0:0.11.2-1.fc42.x86_64 100% | 2.8 MiB/s | 232.5 KiB | 00m00s- [25/26] libssh-config-0:0.11.2-1.fc42.n 100% | 885.2 KiB/s | 8.9 KiB | 00m00s- [26/26] krb5-libs-0:1.21.3-6.fc42.x86_6 100% | 5.6 MiB/s | 759.8 KiB | 00m00s- --------------------------------------------------------------------------------- [26/26] Total 100% | 7.3 MiB/s | 6.9 MiB | 00m01s- Running transaction- [ 1/32] Verify package files 100% | 481.0 B/s | 26.0 B | 00m00s- [ 2/32] Prepare transaction 100% | 225.0 B/s | 30.0 B | 00m00s- [ 3/32] Upgrading krb5-libs-0:1.21.3-6. 100% | 143.2 MiB/s | 2.3 MiB | 00m00s- [ 4/32] Installing cmake-filesystem-0:3 100% | 2.5 MiB/s | 7.6 KiB | 00m00s- [ 5/32] Installing zlib-ng-compat-devel 100% | 53.0 MiB/s | 108.5 KiB | 00m00s- [ 6/32] Installing libkadm5-0:1.21.3-6. 100% | 105.4 MiB/s | 215.9 KiB | 00m00s- [ 7/32] Upgrading libssh-config-0:0.11. 100% | 0.0 B/s | 816.0 B | 00m00s- [ 8/32] Upgrading libssh-0:0.11.2-1.fc4 100% | 138.9 MiB/s | 568.8 KiB | 00m00s- [ 9/32] Installing libssh-devel-0:0.11. 100% | 58.8 MiB/s | 180.6 KiB | 00m00s- [10/32] Upgrading libcurl-0:8.11.1-5.fc 100% | 116.5 MiB/s | 835.1 KiB | 00m00s- [11/32] Installing pcre2-utf32-0:10.45- 100% | 146.3 MiB/s | 599.1 KiB | 00m00s- [12/32] Installing pcre2-utf16-0:10.45- 100% | 122.5 MiB/s | 627.1 KiB | 00m00s- [13/32] Installing pcre2-devel-0:10.45- 100% | 91.0 MiB/s | 2.1 MiB | 00m00s- [14/32] Installing publicsuffix-list-0: 100% | 108.7 MiB/s | 333.8 KiB | 00m00s- [15/32] Installing libpsl-devel-0:0.21. 100% | 110.9 MiB/s | 113.6 KiB | 00m00s- [16/32] Installing libverto-devel-0:0.3 100% | 25.7 MiB/s | 26.4 KiB | 00m00s- [17/32] Installing libcom_err-devel-0:1 100% | 1.0 MiB/s | 18.3 KiB | 00m00s- [18/32] Installing keyutils-libs-devel- 100% | 53.9 MiB/s | 55.2 KiB | 00m00s- [19/32] Installing libsepol-devel-0:3.8 100% | 25.1 MiB/s | 128.3 KiB | 00m00s- [20/32] Installing libselinux-devel-0:3 100% | 39.5 MiB/s | 161.6 KiB | 00m00s- [21/32] Installing krb5-devel-0:1.21.3- 100% | 20.5 MiB/s | 715.2 KiB | 00m00s- [22/32] Installing openssl-devel-1:3.2. 100% | 105.9 MiB/s | 5.2 MiB | 00m00s- [23/32] Installing libnghttp2-devel-0:1 100% | 144.8 MiB/s | 296.5 KiB | 00m00s- [24/32] Installing libidn2-devel-0:2.3. 100% | 76.5 MiB/s | 156.7 KiB | 00m00s- [25/32] Installing brotli-0:1.1.0-6.fc4 100% | 1.9 MiB/s | 32.3 KiB | 00m00s- [26/32] Installing brotli-devel-0:1.1.0 100% | 16.6 MiB/s | 68.0 KiB | 00m00s- [27/32] Installing libcurl-devel-0:8.11 100% | 54.4 MiB/s | 1.4 MiB | 00m00s- [28/32] Installing libffi-devel-0:3.4.6 100% | 34.0 MiB/s | 34.8 KiB | 00m00s- [29/32] Removing libcurl-0:8.11.1-4.fc4 100% | 6.8 KiB/s | 7.0 B | 00m00s- [30/32] Removing libssh-0:0.11.1-4.fc42 100% | 13.7 KiB/s | 14.0 B | 00m00s- [31/32] Removing libssh-config-0:0.11.1 100% | 0.0 B/s | 3.0 B | 00m00s- [32/32] Removing krb5-libs-0:1.21.3-5.f 100% | 673.0 B/s | 64.0 B | 00m00s- Complete!+ /usr/sbin/rpm "-q" "--whatprovides" "libcurl-devel" "libffi-devel" "zlib-ng-compat-devel"- libcurl-devel-8.11.1-5.fc42.x86_64- libffi-devel-3.4.6-5.fc42.x86_64- zlib-ng-compat-devel-2.2.4-3.fc42.x86_642025-07-01 09:56.13 ---> saved as "a51d3d0e860bc2aca3554ec0d97927cffbb8fe0543cfa92a64b81658d03f7b78"/src: (run (cache (opam-archives (target /home/opam/.opam/download-cache)))(network host)(shell "opam install $DEPS"))[NOTE] Package ocaml-options-vanilla is already installed (current version is 1).[NOTE] Package ocaml-config is already installed (current version is 3).[NOTE] Package ocaml-compiler is already installed (current version is 5.3.0).[NOTE] Package ocaml-base-compiler is already installed (current version is 5.3.0).[NOTE] Package ocaml is already installed (current version is 5.3.0).[NOTE] Package base-unix is already installed (current version is base).[NOTE] Package base-threads is already installed (current version is base).[NOTE] Package base-nnp is already installed (current version is base).[NOTE] Package base-effects is already installed (current version is base).[NOTE] Package base-domains is already installed (current version is base).[NOTE] Package base-bigarray is already installed (current version is base).The following actions will be performed:=== install 81 packages- install angstrom 0.16.1- install astring 0.8.5- install backoff 0.1.1- install base v0.17.3- install base-bytes base- install bigarray-compat 1.1.0- install bigstringaf 0.10.0- install camlp-streams 5.0.1- install camlzip 1.13- install cmdliner 1.3.0- install conf-libcurl 2- install conf-libffi 2.0.0- install conf-pkg-config 4- install conf-zlib 1- install cppo 1.8.0- install csexp 1.5.2- install csv 2.4- install ctypes 0.23.0- install ctypes-foreign 0.23.0- install curl 0.10.0- install dune 3.19.1- install dune-configurator 3.19.1- install fieldslib v0.17.0- install fmt 0.10.0- install integers 0.7.0- install jane-street-headers v0.17.0- install jst-config v0.17.0- install logs 0.8.0- install mdx 2.5.0- install mtime 2.1.0- install multicore-magic 2.3.1- install num 1.6- install ocaml-compiler-libs v0.17.0- install ocaml-syntax-shims 1.0.0- install ocaml-version 4.0.1- install ocaml_intrinsics_kernel v0.17.1- install ocamlbuild 0.16.1- install ocamlfind 1.9.8- install parsexp v0.17.0- install pprint 20230830- install ppx_assert v0.17.0- install ppx_base v0.17.0- install ppx_cold v0.17.0- install ppx_compare v0.17.0- install ppx_derivers 1.2.1- install ppx_deriving 6.1.0- install ppx_enumerate v0.17.0- install ppx_expect v0.17.3- install ppx_fields_conv v0.17.0- install ppx_globalize v0.17.2- install ppx_hash v0.17.0- install ppx_here v0.17.0- install ppx_inline_test v0.17.1- install ppx_minidebug 2.3.0- install ppx_optcomp v0.17.1- install ppx_sexp_conv v0.17.1- install ppx_string v0.17.0- install ppx_variants_conv v0.17.1- install ppxlib 0.36.0- install ppxlib_jane v0.17.4- install printbox 0.12- install printbox-ext-plot 0.12- install printbox-html 0.12- install printbox-md 0.12- install printbox-text 0.12- install ptime 1.2.0- install re 1.12.0- install result 1.5- install saturn_lockfree 0.5.0- install seq base- install sexplib v0.17.0- install sexplib0 v0.17.0- install stdio v0.17.0- install stdlib-shims 0.3.0- install thread-local-storage 0.2- install time_now v0.17.0- install topkg 1.0.8- install tyxml 4.6.0- install uucp 16.0.0- install uutf 1.0.4- install variantslib v0.17.0<><> Processing actions <><><><><><><><><><><><><><><><><><><><><><><><><><><><>-> retrieved backoff.0.1.1 (cached)-> retrieved astring.0.8.5 (cached)-> retrieved angstrom.0.16.1 (cached)-> retrieved 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 ppx_expect.v0.17.3 (cached)-> retrieved dune.3.19.1, dune-configurator.3.19.1 (cached)-> retrieved ppx_fields_conv.v0.17.0 (cached)-> retrieved ppx_globalize.v0.17.2 (cached)-> retrieved ppx_hash.v0.17.0 (cached)-> retrieved ppx_here.v0.17.0 (cached)-> retrieved ppx_inline_test.v0.17.1 (cached)-> retrieved ppx_optcomp.v0.17.1 (cached)-> retrieved ppx_string.v0.17.0 (cached)-> retrieved ppx_sexp_conv.v0.17.1 (cached)-> installed cmdliner.1.3.0-> installed num.1.6-> retrieved ppx_minidebug.2.3.0 (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 ppxlib.0.36.0 (cached)-> retrieved seq.base (cached)-> installed seq.base-> retrieved saturn_lockfree.0.5.0 (cached)-> retrieved sexplib.v0.17.0 (cached)-> retrieved sexplib0.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 stdio.v0.17.0 (cached)-> retrieved stdlib-shims.0.3.0 (cached)-> retrieved thread-local-storage.0.2 (cached)-> retrieved time_now.v0.17.0 (cached)-> retrieved topkg.1.0.8 (cached)-> retrieved tyxml.4.6.0 (cached)-> retrieved uutf.1.0.4 (cached)-> retrieved variantslib.v0.17.0 (cached)-> retrieved uucp.16.0.0 (cached)-> installed 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-syntax-shims.1.0.0-> installed ocaml-compiler-libs.v0.17.0-> installed cppo.1.8.0-> installed ocaml-version.4.0.1-> installed ocaml_intrinsics_kernel.v0.17.1-> installed pprint.20230830-> 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 stdio.v0.17.0-> installed ctypes-foreign.0.23.0-> 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_minidebug.2.3.0-> installed ppx_base.v0.17.0-> installed jst-config.v0.17.0-> installed ppx_string.v0.17.0-> installed time_now.v0.17.0-> installed ppx_inline_test.v0.17.1-> installed ppx_expect.v0.17.3Done.# To update the current shell environment, run: eval $(opam env)2025-07-01 09:57.27 ---> saved as "22f4aa9826c93953a9d195932d45b7588c483aa23d15a0dcfeeed4b6ac79d440"/src: (copy (src .) (dst /src))2025-07-01 09:57.27 ---> saved as "dd57cdcc21f0229792e6c9655fbe0ab0b779986e550edc100840e91fc7582085"/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_levelFound 0, in the config fileWrote 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 pointHint: 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 pointHint: Did you mean points?File "test/test_print_style.expected", line 1, characters 0-0:/usr/sbin/git --no-pager diff --no-index --color=always -u _build/default/test/test_print_style.expected _build/default/test/test_print_style.exe.outputdiff --git a/_build/default/test/test_print_style.expected b/_build/default/test/test_print_style.exe.outputindex 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_levelFound 0, in the config fileTesting print_style functionality:File "test/einsum/test_conv_syntax.expected", line 1, characters 0-0:/usr/sbin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum/test_conv_syntax.expected _build/default/test/einsum/test_conv_syntax.exe.outputdiff --git a/_build/default/test/einsum/test_conv_syntax.expected b/_build/default/test/einsum/test_conv_syntax.exe.outputindex 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_levelFound 0, in the config fileTesting conv syntax parsing...(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_levelFound 0, in the config file(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_levelFound 0, in the config file(cd _build/.sandbox/b552d289f2799b85f375eec54827e066/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/b552d289f2799b85f375eec54827e066/default/test/ocannl_config.Retrieving commandline, environment, or config file variable ocannl_log_levelFound 0, in the config file(cd _build/.sandbox/b552d289f2799b85f375eec54827e066/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition 'Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/ccbd93fc46fef99fca5ce5f03e2d1bbb/default/test/ocannl_config.' -source-tree-root .. -diff-cmd -)Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/b552d289f2799b85f375eec54827e066/default/test/ocannl_config.Retrieving commandline, environment, or config file variable ocannl_log_levelFound 0, in the config file(cd _build/.sandbox/b552d289f2799b85f375eec54827e066/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/b552d289f2799b85f375eec54827e066/default/test/ocannl_config.Retrieving commandline, environment, or config file variable ocannl_log_levelFound 0, in the config file(cd _build/.sandbox/b552d289f2799b85f375eec54827e066/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/b552d289f2799b85f375eec54827e066/default/test/ocannl_config.Retrieving commandline, environment, or config file variable ocannl_log_levelFound 0, in the config file(cd _build/.sandbox/b552d289f2799b85f375eec54827e066/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/b552d289f2799b85f375eec54827e066/default/test/ocannl_config.Retrieving commandline, environment, or config file variable ocannl_log_levelFound 0, in the config fileFile "test/dune", lines 30-40, characters 0-281:30 | (rule31 | (alias runtest)32 | (target33 | (dir log_files))34 | (action35 | (run36 | %{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_levelFound 0, in the config fileRetrieving commandline, environment, or config file variable ocannl_backendFound multicore_cc, in the config fileRetrieving commandline, environment, or config file variable ocannl_cd_ident_styleNot found, using default heuristicRetrieving commandline, environment, or config file variable ocannl_ll_ident_styleNot found, using default heuristicRetrieving commandline, environment, or config file variable ocannl_prefer_backend_uniformityFound true, in the config fileRetrieving commandline, environment, or config file variable ocannl_debug_log_to_stream_filesFound true, commandline --ocannl_debug_log_to_stream_files=trueRetrieving commandline, environment, or config file variable ocannl_cc_backend_optimization_levelNot found, using default 3Retrieving commandline, environment, or config file variable ocannl_cc_backend_compiler_commandNot found, using default gccRetrieving commandline, environment, or config file variable ocannl_cc_backend_verify_codesignNot found, using default falseFatal error: exception File "src/printbox-text/PrintBox_text.ml", line 212, characters 6-12: Assertion failedRaised at PrintBox_text.Output.Make_out.to_buf_aux_ in file "src/printbox-text/PrintBox_text.ml", line 212, characters 6-50Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 19-42Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41Called from PrintBox_text.Output.Make_out.render in file "src/printbox-text/PrintBox_text.ml", line 242, characters 14-64Called from PrintBox_text.output in file "src/printbox-text/PrintBox_text.ml", line 851, characters 2-31Called from Minidebug_runtime.PrintBox.output_box in file "minidebug_runtime.ml", line 1527, characters 19-59Called from Minidebug_runtime.PrintBox.close_log_impl.close_tree in file "minidebug_runtime.ml", line 1572, characters 6-38Called from Backends.Add_buffer_retrieval_and_syncing.sync_routine in file "arrayjit/lib/backends.ml", lines 142-170, characters 31-82Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 474-475, characters 4-92Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 461-475, characters 23-92Called from Dune__exe__Micrograd_demo_logging in file "test/micrograd_demo_logging.ml", line 36, characters 13-76(cd _build/.sandbox/b552d289f2799b85f375eec54827e066/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/b552d289f2799b85f375eec54827e066/default/test/ocannl_config.Retrieving commandline, environment, or config file variable ocannl_log_levelFound 0, in the config file(cd _build/.sandbox/b552d289f2799b85f375eec54827e066/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/b552d289f2799b85f375eec54827e066/default/test/ocannl_config.Retrieving commandline, environment, or config file variable ocannl_log_levelFound 0, in the config fileFile "test/einsum/einsum_trivia_exec.expected", line 1, characters 0-0:/usr/sbin/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.outputdiff --git a/_build/default/test/einsum/einsum_trivia_exec.expected b/_build/default/test/einsum/einsum_trivia_exec.exe.outputindex ab456b5..e30198a 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_levelFound 0, in the config fileHERE: test/einsum/einsum_trivia_exec.ml:31:21@@ -735,173 +735,173 @@ HERE: test/einsum/einsum_trivia_exec.ml:269:21HERE: test/einsum/einsum_trivia_exec.ml:298:21-┌────────────────────────────────┐-│[9]: ;=>+ shape 0:4,1:5,2:6,3:3 │-│┌──────┬──────────────────┐ │-││0 @ 0 │axis 3 │ │-│├──────┼──────────────────┤ │-││0 @ 1 │ 0.00 0.00 0.00 │ │-││axis 2│ 0.00 0.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 0.00 0.00 4.00 │ │-││ │ 0.00 0.00 5.00 │ │-│├──────┼──────────────────┤ │-││1 @ 1 │ 0.00 1.00 0.00 │ │-││axis 2│ 0.00 1.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 0.00 1.00 4.00 │ │-││ │ 0.00 1.00 5.00 │ │-│├──────┼──────────────────┤ │-││2 @ 1 │ 0.00 2.00 0.00 │ │-││axis 2│ 0.00 2.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 0.00 2.00 4.00 │ │-││ │ 0.00 2.00 5.00 │ │-│├──────┼──────────────────┤ │-││3 @ 1 │ 0.00 3.00 0.00 │ │-││axis 2│ 0.00 3.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 0.00 3.00 4.00 │ │-││ │ 0.00 3.00 5.00 │ │-│├──────┼──────────────────┤ │-││4 @ 1 │ 0.00 4.00 0.00 │ │-││axis 2│ 0.00 4.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 0.00 4.00 4.00 │ │-││ │ 0.00 4.00 5.00 │ │-│└──────┴──────────────────┘ │-├────────────────────────────────┤-│┌──────┬──────────────────┐ │-││1 @ 0 │axis 3 │ │-│├──────┼──────────────────┤ │-││0 @ 1 │ 1.00 0.00 0.00 │ │-││axis 2│ 1.00 0.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 1.00 0.00 4.00 │ │-││ │ 1.00 0.00 5.00 │ │-│├──────┼──────────────────┤ │-││1 @ 1 │ 1.00 1.00 0.00 │ │-││axis 2│ 1.00 1.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 1.00 1.00 4.00 │ │-││ │ 1.00 1.00 5.00 │ │-│├──────┼──────────────────┤ │-││2 @ 1 │ 1.00 2.00 0.00 │ │-││axis 2│ 1.00 2.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 1.00 2.00 4.00 │ │-││ │ 1.00 2.00 5.00 │ │-│├──────┼──────────────────┤ │-││3 @ 1 │ 1.00 3.00 0.00 │ │-││axis 2│ 1.00 3.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 1.00 3.00 4.00 │ │-││ │ 1.00 3.00 5.00 │ │-│├──────┼──────────────────┤ │-││4 @ 1 │ 1.00 4.00 0.00 │ │-││axis 2│ 1.00 4.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 1.00 4.00 4.00 │ │-││ │ 1.00 4.00 5.00 │ │-│└──────┴──────────────────┘ │-├────────────────────────────────┤-│┌──────┬──────────────────┐ │-││2 @ 0 │axis 3 │ │-│├──────┼──────────────────┤ │-││0 @ 1 │ 2.00 0.00 0.00 │ │-││axis 2│ 2.00 0.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 2.00 0.00 4.00 │ │-││ │ 2.00 0.00 5.00 │ │-│├──────┼──────────────────┤ │-││1 @ 1 │ 2.00 1.00 0.00 │ │-││axis 2│ 2.00 1.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 2.00 1.00 4.00 │ │-││ │ 2.00 1.00 5.00 │ │-│├──────┼──────────────────┤ │-││2 @ 1 │ 2.00 2.00 0.00 │ │-││axis 2│ 2.00 2.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 2.00 2.00 4.00 │ │-││ │ 2.00 2.00 5.00 │ │-│├──────┼──────────────────┤ │-││3 @ 1 │ 2.00 3.00 0.00 │ │-││axis 2│ 2.00 3.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 2.00 3.00 4.00 │ │-││ │ 2.00 3.00 5.00 │ │-│├──────┼──────────────────┤ │-││4 @ 1 │ 2.00 4.00 0.00 │ │-││axis 2│ 2.00 4.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 2.00 4.00 4.00 │ │-││ │ 2.00 4.00 5.00 │ │-│└──────┴──────────────────┘ │-├────────────────────────────────┤-│┌──────┬──────────────────┐ │-││3 @ 0 │axis 3 │ │-│├──────┼──────────────────┤ │-││0 @ 1 │ 3.00 0.00 0.00 │ │-││axis 2│ 3.00 0.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 3.00 0.00 4.00 │ │-││ │ 3.00 0.00 5.00 │ │-│├──────┼──────────────────┤ │-││1 @ 1 │ 3.00 1.00 0.00 │ │-││axis 2│ 3.00 1.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 3.00 1.00 4.00 │ │-││ │ 3.00 1.00 5.00 │ │-│├──────┼──────────────────┤ │-││2 @ 1 │ 3.00 2.00 0.00 │ │-││axis 2│ 3.00 2.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 3.00 2.00 4.00 │ │-││ │ 3.00 2.00 5.00 │ │-│├──────┼──────────────────┤ │-││3 @ 1 │ 3.00 3.00 0.00 │ │-││axis 2│ 3.00 3.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 3.00 3.00 4.00 │ │-││ │ 3.00 3.00 5.00 │ │-│├──────┼──────────────────┤ │-││4 @ 1 │ 3.00 4.00 0.00 │ │-││axis 2│ 3.00 4.00 1.00 │ │-││ │ ... ... ... │ │-││ │ 3.00 4.00 4.00 │ │-││ │ 3.00 4.00 5.00 │ │-│└──────┴──────────────────┘ │-└────────────────────────────────┘+┌───────────────────────────────────────┐+│[9]: ;=>+ shape 0:4,1:5,2:6,3:3 │+│┌──────┬──────────────────────────────┐│+││0 @ 0 │axis 3 ││+│├──────┼──────────────────────────────┤│+││0 @ 1 │ 1.59e-32 0.00 0.00 ││+││axis 2│ 1.59e-32 0.00 1.00 ││+││ │ ... ... ... ││+││ │ -1.23e+4 4.57e-41 4.00 ││+││ │ 1.59e-32 -1.23e+4 5.00 ││+│├──────┼──────────────────────────────┤│+││1 @ 1 │ 6.10e-41 1.00 0.00 ││+││axis 2│ 0.00 1.00 1.00 ││+││ │ ... ... ... ││+││ │ -1.23e+4 1.00 4.00 ││+││ │ 0.00 -1.23e+4 5.00 ││+│├──────┼──────────────────────────────┤│+││2 @ 1 │ 6.10e-41 2.00 0.00 ││+││axis 2│ 0.00 2.00 1.00 ││+││ │ ... ... ... ││+││ │ -1.23e+4 2.00 4.00 ││+││ │ 0.00 -1.23e+4 5.00 ││+│├──────┼──────────────────────────────┤│+││3 @ 1 │ 6.10e-41 3.00 0.00 ││+││axis 2│ 0.00 3.00 1.00 ││+││ │ ... ... ... ││+││ │ -1.23e+4 3.00 4.00 ││+││ │ 0.00 -1.23e+4 5.00 ││+│├──────┼──────────────────────────────┤│+││4 @ 1 │ -5.70e+7 4.00 2.80e-33 ││+││axis 2│ -5.70e+7 4.00 1.00 ││+││ │ ... ... ... ││+││ │ -5.70e+7 4.00 4.00 ││+││ │ -5.70e+7 -1.23e+4 5.00 ││+│└──────┴──────────────────────────────┘│+├───────────────────────────────────────┤+│┌──────┬──────────────────────────────┐│+││1 @ 0 │axis 3 ││+│├──────┼──────────────────────────────┤│+││0 @ 1 │ 1.00 0.00 0.00 ││+││axis 2│ 1.00 0.00 1.00 ││+││ │ ... ... ... ││+││ │ -1.23e+4 4.57e-41 4.00 ││+││ │ 1.00 -1.23e+4 5.00 ││+│├──────┼──────────────────────────────┤│+││1 @ 1 │ 1.00 1.00 0.00 ││+││axis 2│ 1.00 1.00 1.00 ││+││ │ ... ... ... ││+││ │ -1.23e+4 1.00 4.00 ││+││ │ 1.00 -1.23e+4 5.00 ││+│├──────┼──────────────────────────────┤│+││2 @ 1 │ 1.00 2.00 0.00 ││+││axis 2│ 1.00 2.00 1.00 ││+││ │ ... ... ... ││+││ │ -1.23e+4 2.00 4.00 ││+││ │ 1.00 -1.23e+4 5.00 ││+│├──────┼──────────────────────────────┤│+││3 @ 1 │ 1.00 3.00 0.00 ││+││axis 2│ 1.00 3.00 1.00 ││+││ │ ... ... ... ││+││ │ -1.23e+4 3.00 4.00 ││+││ │ 1.00 -1.23e+4 5.00 ││+│├──────┼──────────────────────────────┤│+││4 @ 1 │ -5.70e+7 4.00 2.80e-33 ││+││axis 2│ -5.70e+7 4.00 1.00 ││+││ │ ... ... ... ││+││ │ -5.70e+7 4.00 4.00 ││+││ │ -5.70e+7 -1.23e+4 5.00 ││+│└──────┴──────────────────────────────┘│+├───────────────────────────────────────┤+│┌──────┬──────────────────────────────┐│+││2 @ 0 │axis 3 ││+│├──────┼──────────────────────────────┤│+││0 @ 1 │ 2.00 5.60e-45 2.80e-45 ││+││axis 2│ 2.00 5.60e-45 1.00 ││+││ │ ... ... ... ││+││ │ -1.23e+4 4.57e-41 4.00 ││+││ │ 2.00 -1.23e+4 5.00 ││+│├──────┼──────────────────────────────┤│+││1 @ 1 │ 2.00 1.00 2.80e-45 ││+││axis 2│ 2.00 1.00 1.00 ││+││ │ ... ... ... ││+││ │ -1.23e+4 1.00 4.00 ││+││ │ 2.00 -1.23e+4 5.00 ││+│├──────┼──────────────────────────────┤│+││2 @ 1 │ 2.00 2.00 2.80e-45 ││+││axis 2│ 2.00 2.00 1.00 ││+││ │ ... ... ... ││+││ │ -1.23e+4 2.00 4.00 ││+││ │ 2.00 -1.23e+4 5.00 ││+│├──────┼──────────────────────────────┤│+││3 @ 1 │ 2.00 3.00 2.80e-45 ││+││axis 2│ 2.00 3.00 1.00 ││+││ │ ... ... ... ││+││ │ -1.23e+4 3.00 4.00 ││+││ │ 2.00 -1.23e+4 5.00 ││+│├──────┼──────────────────────────────┤│+││4 @ 1 │ -5.70e+7 4.00 2.80e-33 ││+││axis 2│ -5.70e+7 4.00 1.00 ││+││ │ ... ... ... ││+││ │ -5.70e+7 4.00 4.00 ││+││ │ -5.70e+7 -1.23e+4 5.00 ││+│└──────┴──────────────────────────────┘│+├───────────────────────────────────────┤+│┌──────┬──────────────────────────────┐│+││3 @ 0 │axis 3 ││+│├──────┼──────────────────────────────┤│+││0 @ 1 │ 3.00 0.00 0.00 ││+││axis 2│ 3.00 0.00 1.00 ││+││ │ ... ... ... ││+││ │ -1.23e+4 4.57e-41 4.00 ││+││ │ 3.00 -1.23e+4 5.00 ││+│├──────┼──────────────────────────────┤│+││1 @ 1 │ 3.00 1.00 0.00 ││+││axis 2│ 3.00 1.00 1.00 ││+││ │ ... ... ... ││+││ │ -1.23e+4 1.00 4.00 ││+││ │ 3.00 -1.23e+4 5.00 ││+│├──────┼──────────────────────────────┤│+││2 @ 1 │ 3.00 2.00 0.00 ││+││axis 2│ 3.00 2.00 1.00 ││+││ │ ... ... ... ││+││ │ -1.23e+4 2.00 4.00 ││+││ │ 3.00 -1.23e+4 5.00 ││+│├──────┼──────────────────────────────┤│+││3 @ 1 │ 3.00 3.00 0.00 ││+││axis 2│ 3.00 3.00 1.00 ││+││ │ ... ... ... ││+││ │ -1.23e+4 3.00 4.00 ││+││ │ 3.00 -1.23e+4 5.00 ││+│├──────┼──────────────────────────────┤│+││4 @ 1 │ -5.70e+7 4.00 2.80e-33 ││+││axis 2│ -5.70e+7 4.00 1.00 ││+││ │ ... ... ... ││+││ │ -5.70e+7 4.00 4.00 ││+││ │ -5.70e+7 -1.23e+4 5.00 ││+│└──────┴──────────────────────────────┘│+└───────────────────────────────────────┘HERE: test/einsum/einsum_trivia_exec.ml:299:21-┌───────────────────────────┐-│[1]: =>_ti shape 0:4,1:3 │-│┌──────┬──────────────────┐│-││ │axis 1 ││-│├──────┼──────────────────┤│-││axis 0│ 0.00 0.00 0.00 ││-││ │ 1.00 0.00 0.00 ││-││ │ 2.00 0.00 0.00 ││-││ │ 3.00 0.00 0.00 ││-│└──────┴──────────────────┘│-└───────────────────────────┘+┌───────────────────────────────────┐+│[1]: =>_ti shape 0:4,1:3 │+│┌──────┬──────────────────────────┐│+││ │axis 1 ││+│├──────┼──────────────────────────┤│+││axis 0│ 0.00 0.00 0.00 ││+││ │ 1.00 0.00 0.00 ││+││ │ 2.00 5.60e-45 2.80e-45 ││+││ │ 3.00 0.00 0.00 ││+│└──────┴──────────────────────────┘│+└───────────────────────────────────┘HERE: test/einsum/einsum_trivia_exec.ml:300:21-┌───────────────────────────┐-│[7]: =>_tk shape 0:6,1:3 │-│┌──────┬──────────────────┐│-││ │axis 1 ││-│├──────┼──────────────────┤│-││axis 0│ 0.00 0.00 0.00 ││-││ │ 0.00 0.00 1.00 ││-││ │ ... ... ... ││-││ │ 0.00 0.00 4.00 ││-││ │ 0.00 0.00 5.00 ││-│└──────┴──────────────────┘│-└───────────────────────────┘+┌───────────────────────────────────┐+│[7]: =>_tk shape 0:6,1:3 │+│┌──────┬──────────────────────────┐│+││ │axis 1 ││+│├──────┼──────────────────────────┤│+││axis 0│ 6.10e-41 0.00 0.00 ││+││ │ 0.00 0.00 1.00 ││+││ │ ... ... ... ││+││ │ -1.23e+4 4.57e-41 4.00 ││+││ │ 0.00 -1.23e+4 5.00 ││+│└──────┴──────────────────────────┘│+└───────────────────────────────────┘HERE: test/einsum/einsum_trivia_exec.ml:323:21(cd _build/.sandbox/b552d289f2799b85f375eec54827e066/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/b552d289f2799b85f375eec54827e066/default/test/ocannl_config.Retrieving commandline, environment, or config file variable ocannl_log_levelFound 0, in the config file(cd _build/.sandbox/b552d289f2799b85f375eec54827e066/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/b552d289f2799b85f375eec54827e066/default/test/ocannl_config.Retrieving commandline, environment, or config file variable ocannl_log_levelFound 0, in the config fileFile "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_levelFound 0, in the config file("Set log_level to" 1)└─{orphaned from #24}Retrieving commandline, environment, or config file variable ocannl_backendFound multicore_cc, in the config fileProperties of devices:(multicore_devices(device ((device_name CPU) (device_ordinal 0) (num_domains 72))))@!Retrieving commandline, environment, or config file variable ocannl_prefer_backend_uniformityFound true, in the config fileRetrieving commandline, environment, or config file variable ocannl_debug_log_to_stream_filesNot found, using default falseRetrieving commandline, environment, or config file variable ocannl_ll_ident_styleNot found, using default heuristicRetrieving commandline, environment, or config file variable ocannl_cc_backend_optimization_levelNot found, using default 3Retrieving commandline, environment, or config file variable ocannl_cc_backend_compiler_commandNot found, using default gccRetrieving commandline, environment, or config file variable ocannl_cc_backend_verify_codesignNot found, using default falseFatal 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 11-93Called from Base__Set.Tree0.iter.iter in file "src/set.ml", line 860, characters 8-14Called from Base__Set.Tree0.iter.iter in file "src/set.ml", line 860, characters 8-14Called from Base__Set.Accessors.iter in file "src/set.ml" (inlined), line 1193, characters 18-38Called from Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 216-220, characters 2-94Re-raised at Backends.verify_prior_context in file "arrayjit/lib/backends.ml", lines 215-220, characters 37-94Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 462-463, characters 4-49Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 461-475, characters 23-92Called from Base__Array0.map in file "src/array0.ml", line 130, characters 24-44Called from Ocannl__Train.example_train_loop in file "lib/train.ml", line 412, characters 21-84Called from Dune__exe__Moons_demo_parallel_run.main in file "test/moons_demo_parallel_run.ml", lines 65-69, characters 4-8Called from Base__Exn.protectx in file "src/exn.ml", line 79, characters 8-11Re-raised at Base__Exn.raise_with_original_backtrace in file "src/exn.ml" (inlined), line 59, characters 2-50Called from Base__Exn.protectx in file "src/exn.ml", line 86, characters 13-49Called from Base__Exn.protect in file "src/exn.ml" (inlined), line 92, characters 26-49Called from Dune__exe__Moons_demo_parallel_run in file "test/moons_demo_parallel_run.ml", line 90, characters 2-53(cd _build/.sandbox/b552d289f2799b85f375eec54827e066/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/b552d289f2799b85f375eec54827e066/default/test/ocannl_config.Retrieving commandline, environment, or config file variable ocannl_log_levelFound 0, in the config fileFile "test/zero2hero_1of7.ml", line 1, characters 0-0:/usr/sbin/git --no-pager diff --no-index --color=always -u _build/default/test/zero2hero_1of7.ml _build/.sandbox/b552d289f2799b85f375eec54827e066/default/test/zero2hero_1of7.ml.correcteddiff --git a/_build/default/test/zero2hero_1of7.ml b/_build/.sandbox/b552d289f2799b85f375eec54827e066/default/test/zero2hero_1of7.ml.correctedindex 61f11e7..d05050e 100644--- a/_build/default/test/zero2hero_1of7.ml+++ b/_build/.sandbox/b552d289f2799b85f375eec54827e066/default/test/zero2hero_1of7.ml.corrected@@ -28,54 +28,14 @@ let%expect_test "Graph drawing recompile" =Train.set_hosted x.value;Train.forward_and_forget backend ctx f_nd;Tensor.print_tree ~with_grad:true ~depth:9 f_nd;- [%expect- {|- #15 +_f_nd- 6.00e+1- #16 grad_+_f_nd Virt/30- <void>- #13 - Virt/152 │#2 5. Virt/40- <void> │<void>- #14 grad_- Virt/30 │- <void> │- #11 *. Virt/152 │ #4 *. Virt/152 │- <void> │ <void> │- #12 grad_*. Virt/30 │ #5 grad_*. Virt/30 │- <void> │ <void> │- #10 3. Virt/40│#7 **. Virt/152 │#3 4. Virt/40│#0 x │- <void> │<void> │<void> │ 5.00 │- │#8 grad_**. Virt/30│ │#1 grad_x Local/30│- │<void> │ │<void> │- │[0]│ #6 2. Virt/40 │ │ │- │ │ <void> │ │ │- |}];+ [%expect.unreachable];let%op f = (3 *. ("x" [ 5 ] **. 2)) - (4 *. x) + 5 inTrain.every_non_literal_on_host f;let f_upd = Train.grad_update f inlet f_bprop = Train.to_routine (module Backend) ctx IDX.empty f_upd inTrain.run f_bprop;Tensor.print_tree ~with_grad:true ~depth:9 f;- [%expect- {|- #32 +_f- 6.00e+1- #33 grad_+_f- 1.00- #30 - │#19 5. Virt/40- 5.50e+1 │<void>- #31 grad_- │- 1.00 │- #28 *. │ #21 *. │- 7.50e+1 │ 2.00e+1 │- #29 grad_*. │ #22 grad_*. │- 1.00 │ -1.00 │- #27 3. Virt/40│ #24 **. │#20 4. Virt/40│#17 x │- <void> │ 2.50e+1 │<void> │ 5.00 │- │ #25 grad_**. │ │#18 grad_x│- │ 3.00 │ │ 2.60e+1 │- │[17]│#23 2. Virt/40│ │ │- │ │<void> │ │ │- |}];+ [%expect.unreachable];let xs = Array.init 10 ~f:Float.(fun i -> of_int i - 5.) inlet 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 "#" } ]inPrintBox_text.output Stdio.stdout plot_box;- [%expect- {|- ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐- │ 1.00e+2│# │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ # │- │ │ │- │ │ │- │ │ │- │ │ │- │f │ │- │( │ │- │x │ │- │) │ │- │ │ │- │ │ # │- │ │ │- │ │ │- │ │ #│- │ │ │- │ │ │- │ │ │- │ │ │- │ │ # │- │ │ │- │ │ # │- │ │ │- │ │ │- │ │ # │- │ │ # │- │ │ │- │ 4.00 │ # # │- ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤- │ │-5.00 4.00│- │ │ x │- └────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘- |}]+ [%expect.unreachable]+[@@expect.uncaught_exn {|+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.+ This is strongly discouraged as backtraces are fragile.+ Please change this test to not include a backtrace. *)+ ("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 │#10 f Host&shared/39- <not-in-yet> │<not-in-yet>- #9 grad_+_d Host&stream/41 │#11 grad_f Host&stream/41- <not-in-yet> │<not-in-yet>- #4 *._e Host&stream/41 │#6 c Host&shared/39 │- <not-in-yet> │<not-in-yet> │- #5 grad_*._e Host&stream/41 │#7 grad_c Host&stream/41│- <not-in-yet> │<not-in-yet> │- #0 a Host&shared/39 │#2 b Host&shared/39 │ │- <not-in-yet> │<not-in-yet> │ │- #1 grad_a Host&stream/41│#3 grad_b Host&stream/41│ │- <not-in-yet> │<not-in-yet> │ │- |}];+ [%expect.unreachable];(* Do not update the params: all values and gradients will be at initial points, which arespecified in the tensor in the brackets. *)Train.run grad_routine;Tensor.print_tree ~with_grad:true ~depth:9 l;- [%expect- {|- #12 *._l- -8.00- #13 grad_*._l- 1.00- #8 +_d │#10 f- 4.00 │ -2.00- #9 grad_+_d │#11 grad_f- -2.00 │ 4.00- #4 *._e │#6 c │- -6.00 │ 1.00e+1 │- #5 grad_*._e │#7 grad_c│- -2.00 │ -2.00 │- #0 a │#2 b │ │- 2.00 │ -3.00 │ │- #1 grad_a│#3 grad_b│ │- 6.00 │ -4.00 │ │- |}];+ [%expect.unreachable];(* Now we update the params, but we are not doing the forward and backward passes: only paramsvalues will change, compared to the above. The update is in the opposite direction of thegradient. *)Train.run sgd_routine;Tensor.print_tree ~with_grad:true ~depth:9 l;- [%expect- {|- #12 *._l- -8.00- #13 grad_*._l- 1.00- #8 +_d │#10 f- 4.00 │ -2.40- #9 grad_+_d │#11 grad_f- -2.00 │ 4.00- #4 *._e │#6 c │- -6.00 │ 1.02e+1 │- #5 grad_*._e │#7 grad_c│- -2.00 │ -2.00 │- #0 a │#2 b │ │- 1.40 │ -2.60 │ │- #1 grad_a│#3 grad_b│ │- 6.00 │ -4.00 │ │- |}];+ [%expect.unreachable];(* Now the params will remain as above, but both param gradients and the values and gradients ofother nodes will change thanks to the forward and backward passes. *)Train.run grad_routine;Tensor.print_tree ~with_grad:true ~depth:9 l;- [%expect- {|- #12 *._l- -1.57e+1- #13 grad_*._l- 1.00- #8 +_d │#10 f- 6.56 │ -2.40- #9 grad_+_d │#11 grad_f- -2.40 │ 6.56- #4 *._e │#6 c │- -3.64 │ 1.02e+1 │- #5 grad_*._e │#7 grad_c│- -2.40 │ -2.40 │- #0 a │#2 b │ │- 1.40 │ -2.60 │ │- #1 grad_a│#3 grad_b│ │- 6.24 │ -3.36 │ │- |}]+ [%expect.unreachable]+[@@expect.uncaught_exn {|+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.+ This is strongly discouraged as backtraces are fragile.+ Please change this test to not include a backtrace. *)+ ("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 │#10 f Host-non-const/24- <not-in-yet> │<not-in-yet>- #9 grad_+_d unknown │#11 grad_f Material/28- <not-in-yet> │<not-in-yet>- #4 *._e unknown │#6 c Host-non-const/24│- <not-in-yet> │<not-in-yet> │- #5 grad_*._e unknown │#7 grad_c Material/28 │- <not-in-yet> │<not-in-yet> │- #0 a Host-non-const/24│#2 b Host-non-const/24│ │- <not-in-yet> │<not-in-yet> │ │- #1 grad_a Material/28 │#3 grad_b Material/28 │ │- <not-in-yet> │<not-in-yet> │ │+ #12 *._l Host&dev/412+ <not-in-yet>+ #13 grad_*._l unknown+ <not-in-yet>+ #8 +_d unknown │[10]+ <not-in-yet> │+ #9 grad_+_d unknown │+ <not-in-yet> │+ #4 *._e unknown │[6]│+ <not-in-yet> │ │+ #5 grad_*._e unknown│ │+ <not-in-yet> │ │+ [0]│[2] │ │|}];let grad_routine = Train.to_routine (module Backend) ctx IDX.empty grad in(* Check out the state without running a forward pass or compiling the SGD update. *)Tensor.print_tree ~spy:true ~with_grad:true ~depth:9 l;- [%expect- {|- #12 *._l Host&stream/41- <not-in-yet>- #13 grad_*._l Virt/40- <not-in-yet>- #8 +_d Local/46 │#10 f Host&shared/39- <not-in-yet> │<not-in-yet>- #9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41- <not-in-yet> │<not-in-yet>- #4 *._e Virt/152 │#6 c Host&shared/39 │- <not-in-yet> │<not-in-yet> │- #5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│- <not-in-yet> │<not-in-yet> │- #0 a Host&shared/39 │#2 b Host&shared/39 │ │- <not-in-yet> │<not-in-yet> │ │- #1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │- <not-in-yet> │<not-in-yet> │ │- |}];+ [%expect.unreachable];(* Do not update the params: all values and gradients will be at initial points, which arespecified in the tensor in the brackets. *)Train.run grad_routine;Tensor.print_tree ~with_grad:true ~depth:9 l;- [%expect- {|- #12 *._l- -8.00- #13 grad_*._l Virt/40- <void>- #8 +_d Local/46 │#10 f- <void> │ -2.00- #9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41- <void> │<void>- #4 *._e Virt/152 │#6 c │- <void> │ 1.00e+1 │- #5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│- <void> │<void> │- #0 a │#2 b │ │- 2.00 │ -3.00 │ │- #1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │- <void> │<void> │ │- |}];+ [%expect.unreachable];(* Only now compile the SGD update. *)let sgd_routine = Train.to_routine (module Backend) grad_routine.context IDX.empty sgd in(* Now we update the params, but are not doing the forward and backward passes: only params values@@ -450,48 +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 │#10 f- <void> │ -2.40- #9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41- <void> │<void>- #4 *._e Virt/152 │#6 c │- <void> │ 1.02e+1 │- #5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│- <void> │<void> │- #0 a │#2 b │ │- 1.40 │ -2.60 │ │- #1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │- <void> │<void> │ │- |}];+ [%expect.unreachable];(* Now the params will remain as above, but both param gradients and the values and gradients ofother nodes will change thanks to the forward and backward passes. *)Train.run grad_routine;Tensor.print_tree ~with_grad:true ~depth:9 l;- [%expect- {|- #12 *._l- -1.57e+1- #13 grad_*._l Virt/40- <void>- #8 +_d Local/46 │#10 f- <void> │ -2.40- #9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41- <void> │<void>- #4 *._e Virt/152 │#6 c │- <void> │ 1.02e+1 │- #5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│- <void> │<void> │- #0 a │#2 b │ │- 1.40 │ -2.60 │ │- #1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │- <void> │<void> │ │- |}]+ [%expect.unreachable]+[@@expect.uncaught_exn {|+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.+ This is strongly discouraged as backtraces are fragile.+ Please change this test to not include a backtrace. *)+ ("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 inTrain.run routine;Tensor.print_tree ~with_grad:true ~depth:9 v;- [%expect- {|- #8 +_v- 7.00e-1- #9 grad_+_v- 1.00- #6 * │#0 b- -6.00 │ 6.70- #7 grad_* │#1 grad_b- 1.00 │ 1.00- #2 w │#4 x │- -3.00 1.00 │ 2.00 0.00 │- #3 grad_w │#5 grad_x │- 2.00 0.00 │ -3.00 1.00 │- |}]+ [%expect.unreachable]+[@@expect.uncaught_exn {|+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.+ This is strongly discouraged as backtraces are fragile.+ Please change this test to not include a backtrace. *)+ ("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 inTrain.run routine;Tensor.print_tree ~with_grad:true ~depth:9 v;- [%expect- {|- #8 +_v- 7.00e-1- #9 grad_+_v Virt/40- <void>- #6 * Local/46 │#0 b- <void> │ 6.70- #7 grad_* Virt/40 │#1 grad_b Local/46- <void> │<void>- #2 w │#4 x │- -3.00 1.00 │ 2.00 0.00 │- #3 grad_w Local/46│#5 grad_x Local/46│- <void> │<void> │- |}]+ [%expect.unreachable]+[@@expect.uncaught_exn {|+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.+ This is strongly discouraged as backtraces are fragile.+ Please change this test to not include a backtrace. *)+ ("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/sbin/git --no-pager diff --no-index --color=always -u _build/default/test/moons_demo_parallel.ml _build/.sandbox/b552d289f2799b85f375eec54827e066/default/test/moons_demo_parallel.ml.correcteddiff --git a/_build/default/test/moons_demo_parallel.ml b/_build/.sandbox/b552d289f2799b85f375eec54827e066/default/test/moons_demo_parallel.ml.correctedindex ce09725..78d1513 100644--- a/_build/default/test/moons_demo_parallel.ml+++ b/_build/.sandbox/b552d289f2799b85f375eec54827e066/default/test/moons_demo_parallel.ml.corrected@@ -105,4 +105,22 @@ let%expect_test "Half-moons data parallel" =]inPrintBox_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/sbin/git --no-pager diff --no-index --color=always -u _build/default/test/micrograd_demo.ml _build/.sandbox/b552d289f2799b85f375eec54827e066/default/test/micrograd_demo.ml.correcteddiff --git a/_build/default/test/micrograd_demo.ml b/_build/.sandbox/b552d289f2799b85f375eec54827e066/default/test/micrograd_demo.ml.correctedindex 59a566d..e11d2cc 100644--- a/_build/default/test/micrograd_demo.ml+++ b/_build/.sandbox/b552d289f2799b85f375eec54827e066/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 inTrain.run step;Tensor.print ~with_code:false ~with_grad:false `Default g;- [%expect- {|- ┌────────────────────┐- │[75]: +_g shape 0:1 │- │┌┬─────────┐ │- │││axis 0 │ │- │├┼─────────┤ │- │││ 2.47e+1 │ │- │└┴─────────┘ │- └────────────────────┘- |}];+ [%expect.unreachable];Tensor.print ~with_code:false ~with_grad:true `Default a;- [%expect- {|- ┌─────────────────┐- │[0]: a shape 0:1 │- │┌┬───────┐ │- │││axis 0 │ │- │├┼───────┤ │- │││ -4.00 │ │- │└┴───────┘ │- └─────────────────┘- ┌────────────────────────┐- │[0]: a shape 0:1 grad_a│- │┌┬─────────┐ │- │││axis 0 │ │- │├┼─────────┤ │- │││ 1.38e+2 │ │- │└┴─────────┘ │- └────────────────────────┘- |}];+ [%expect.unreachable];Tensor.print ~with_code:false ~with_grad:true `Default b;- [%expect- {|- ┌─────────────────┐- │[2]: b shape 0:1 │- │┌┬──────┐ │- │││axis 0│ │- │├┼──────┤ │- │││ 2.00 │ │- │└┴──────┘ │- └─────────────────┘- ┌────────────────────────┐- │[2]: b shape 0:1 grad_b│- │┌┬─────────┐ │- │││axis 0 │ │- │├┼─────────┤ │- │││ 6.45e+2 │ │- │└┴─────────┘ │- └────────────────────────┘- |}]+ [%expect.unreachable]+[@@expect.uncaught_exn {|+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.+ This is strongly discouraged as backtraces are fragile.+ Please change this test to not include a backtrace. *)+ ("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" =inStdio.printf "Half-moons scatterplot and decision boundary:\n%!";PrintBox_text.output Stdio.stdout plot_moons;- [%expect- {|- Half-moons scatterplot and decision boundary:- ┌────────────────────────────────────────────────────────────────────────────────────────────────────┐- │****************************#***********************************************************************│- │****************************###***###***#***********************************************************│- │***************************#********#***#***********************************************************│- │********************#*********************##*#*#****************************************************│- │******************#***#*****##*#*#*#****#*#*#*##****************************************************│- │**************#*#**###**#*##**##********#**#****###**#**********************************************│- │***********#***##***#**##*****************#*#*##*###**********************************************..│- │***************#**###******************************##*#******************************************...│- │*************#*****#******************************#*#***#*#*************************************....│- │*********#***#******************......************##*###**#************************************.....│- │******#***#*#*#****************........******************#*#*********************************.......│- │*****###****#****************...........****************#***********************************........│- │*******#*###****************.............******************#*#*****************************.........│- │**********##***************.......%%......***************#**##****************************..........│- │*****#***#****************......%..%%......*********************************************..........%.│- │**####*******************......%..%..........****************##*#**********************........%...%│- │****#*******************.......%%..%..........***************#*#**********************.........%....│- │*#****##***************.........%....%.........************##***#********************.......%...%%..│- │****#*#***************.........%..%.%...........*************#**#*******************..........%.%...│- │##*##****************............%...............**************#*##****************.........%.%.%%%.│- │**#####************............%...%%.............*******************************...........%..%.%..│- │******************...............%.%.%%............*********#*#*#*#*************................%%..│- │***##************................%..%..%............************#*#************.............%...%...│- │##**#***********...................%...%.............********#**###***********...........%.%%.......│- │###************..................%.%.%................***********##**********..................%....│- │**##**********.........................................**********#*********.............%%.%..%.....│- │**#**********......................%%...................********##********..............%%.%........│- │************..........................%..................****#**#********...................%.......│- │***********.........................%%.%..................*****##******...............%..%..........│- │**********.............................%%..................***********.................%%.%%........│- │*********..............................%...%................*******.....................%%%.........│- │********...................................%..%....................................%.....%..........│- │*******.................................%%..%.%................................%.%.%.%%.............│- │******.....................................%%.%...%%.%.......................%%%....%.%.%...........│- │*****....................................%.....%.%..%....................%.....%%.%.%...............│- │****........................................%%...%.%%%%..%.......%.........%%.%%....................│- │***...............................................%..%.......%..%%%%...%.%..%.%.....................│- │**.................................................%.%.%............%..%...%........................│- │*.................................................%....%.%......%%...%.%............................│- │..........................................................%..%......%%%.............................│- └────────────────────────────────────────────────────────────────────────────────────────────────────┘- |}];+ [%expect.unreachable];Stdio.printf "Loss:\n%!";let plot_loss =PrintBox_utils.plot ~x_label:"step" ~y_label:"loss"[ Line_plot { points = Array.of_list_rev !losses; content = PrintBox.line "-" } ]inPrintBox_text.output Stdio.stdout plot_loss;- [%expect- {|- Loss:- ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐- │ 3.79e+1│- │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │l │ │- │o │ │- │s │ │- │s │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │- │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ │- │ │- - - │- │ 0.00 │----------------------------------------------------------------------------------------------------│- ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤- │ │0.00 3.99e+2│- │ │ step │- └────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘- |}];+ [%expect.unreachable];Stdio.printf "Log-loss, for better visibility:\n%!";let plot_loss =PrintBox_utils.plot ~x_label:"step" ~y_label:"log loss"[ Line_plot { points = Array.of_list_rev !log_losses; content = PrintBox.line "-" } ]inPrintBox_text.output Stdio.stdout plot_loss;- [%expect- {|- Log-loss, for better visibility:- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐- │ 3.63 │- │- │ │ │- │ │ │- │ │ │- │ │- │- │ │ │- │ │ │- │ │ │- │ │ │- │ │- │- │ │ - - │- │ │ - - - │- │ │------ - │- │ │ ---- - - --- - - - - - │- │ │ -- - - - --- -- - -- - │- │ │ - -- - - --- - - --- ----- - -- │- │l │ -- - - - - --- - - - │- │o │ - - - -- - -- - - - - - │- │g │ - - - - -- - - - - - - - │- │ │ - - - -- - - - -- - - - │- │l │ - - -- -- - - - - -│- │o │ - - - - - - - - - - - │- │s │ - - - - -- - │- │s │ - - │- │ │ - - - - - - - - - │- │ │ - - - - - │- │ │ - - │- │ │ - - - │- │ │ - - │- │ │ │- │ │ - │- │ │ - │- │ │ │- │ │ │- │ │ │- │ │ │- │ │ - │- │ │ │- │ │ │- │ -1.00e+1│ - - - - ----- -- --------------- ---------------------------------------------------------│- ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤- │ │0.00 3.99e+2│- │ │ step │- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘- |}];+ [%expect.unreachable];Stdio.printf "\nLearning rate:\n%!";let plot_lr =PrintBox_utils.plot ~x_label:"step" ~y_label:"learning rate"[ Line_plot { points = Array.of_list_rev !learning_rates; content = PrintBox.line "-" } ]inPrintBox_text.output Stdio.stdout plot_lr;- [%expect- {|- Learning rate:- ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐- │ -1.00e-1│ -│- │ │ ---│- │ │ ---- │- │ │ --- │- │ │ ---- │- │ │ --- │- │ │ --- │- │ │ --- │- │ │ --- │- │ │ ---- │- │ │ --- │- │ │ ---- │- │ │ --- │- │l │ ---- │- │e │ --- │- │a │ --- │- │r │ --- │- │n │ --- │- │i │ ---- │- │n │ --- │- │g │ ---- │- │ │ --- │- │r │ ---- │- │a │ --- │- │t │ --- │- │e │ --- │- │ │ --- │- │ │ ---- │- │ │ --- │- │ │ ---- │- │ │ --- │- │ │ ---- │- │ │ --- │- │ │ --- │- │ │ --- │- │ │ --- │- │ │ ---- │- │ │ --- │- │ │ ---- │- │ -2.00e-1│--- │- ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤- │ │0.00 3.99e+2│- │ │ step │- └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘- |}];+ [%expect.unreachable];(* Testing how the syntax extension %op creates labels for the resulting tensors: *)Stdio.printf "mlp_result's name: %s\n%!" @@ Tensor.debug_name mlp_result;(* Note: mlp_result is not included in the resulting tensor's label, because the identifier labeldoes 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/sbin/git --no-pager diff --no-index --color=always -u _build/default/test/hello_world_op.ml _build/.sandbox/b552d289f2799b85f375eec54827e066/default/test/hello_world_op.ml.correcteddiff --git a/_build/default/test/hello_world_op.ml b/_build/.sandbox/b552d289f2799b85f375eec54827e066/default/test/hello_world_op.ml.correctedindex 5674865..38892a9 100644--- a/_build/default/test/hello_world_op.ml+++ b/_build/.sandbox/b552d289f2799b85f375eec54827e066/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- {|- ┌────────────────────┐- │[3]: *._y shape 0:1 │- │┌┬─────────┐ │- │││axis 0 │ │- │├┼─────────┤ │- │││ 1.40e+1 │ │- │└┴─────────┘ │- └────────────────────┘- |}]+ [%expect.unreachable]+[@@expect.uncaught_exn {|+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.+ This is strongly discouraged as backtraces are fragile.+ Please change this test to not include a backtrace. *)+ ("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- {|- ┌────────────────────────┐- │[0]: hey shape 1:1->0:1 │- │┌──────┬──────┐ │- ││ │axis 1│ │- │├──────┼──────┤ │- ││axis 0│ 7.00 │ │- │└──────┴──────┘ │- └────────────────────────┘- |}];+ [%expect.unreachable];Tensor.print ~with_code:false ~with_grad:false `Default @@ y;- [%expect- {|- ┌───────────────────┐- │[6]: +_y shape 0:1 │- │┌┬─────────┐ │- │││axis 0 │ │- │├┼─────────┤ │- │││ 1.50e+1 │ │- │└┴─────────┘ │- └───────────────────┘- |}]+ [%expect.unreachable]+[@@expect.uncaught_exn {|+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.+ This is strongly discouraged as backtraces are fragile.+ Please change this test to not include a backtrace. *)+ ("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{|┌────────────────────────────────────────────────────────────────────────┐- │[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 ││┌──────┬──────────────────┐ │││ │axis 1 │ ││├──────┼──────────────────┤ │@@ -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{|- ┌─────────────────────────────────────────────────────────────────────────────┐- │[1]: [| [ 1.00 ; 2.00 ; 3.00 ] ; [ 4.00 ; 5.00 ; 6.00 ] |]_hoo shape 0:2|1:3 │- │┌──────┬──────────────────┐ │- ││ │axis 1 │ │- │├──────┼──────────────────┤ │- ││axis 0│ 1.00 2.00 3.00 │ │- ││ │ 4.00 5.00 6.00 │ │- │└──────┴──────────────────┘ │- └─────────────────────────────────────────────────────────────────────────────┘+ ┌────────────────────────────┐+ │[1]: c2x3_hoo shape 0:2|1:3 │+ │┌──────┬──────────────────┐ │+ ││ │axis 1 │ │+ │├──────┼──────────────────┤ │+ ││axis 0│ 1.00 2.00 3.00 │ │+ ││ │ 4.00 5.00 6.00 │ │+ │└──────┴──────────────────┘ │+ └────────────────────────────┘|}];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 ] inTrain.forward_and_forget backend ctx y;Tensor.print ~with_code:false ~with_grad:false `Default @@ hey;- [%expect- {|- ┌────────────────────────┐- │[0]: hey shape 1:2->0:3 │- │┌──────┬────────────┐ │- ││ │axis 1 │ │- │├──────┼────────────┤ │- ││axis 0│ 7.00 7.00 │ │- ││ │ 7.00 7.00 │ │- ││ │ 7.00 7.00 │ │- │└──────┴────────────┘ │- └────────────────────────┘- |}];+ [%expect.unreachable];Tensor.print ~with_code:false ~with_grad:false `Default @@ y;- [%expect- {|- ┌──────────────────────────────┐- │[6]: +_y shape 0:3 │- │┌┬───────────────────────────┐│- │││axis 0 ││- │├┼───────────────────────────┤│- │││ 3.90e+1 4.00e+1 4.10e+1 ││- │└┴───────────────────────────┘│- └──────────────────────────────┘- |}]+ [%expect.unreachable]+[@@expect.uncaught_exn {|+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.+ This is strongly discouraged as backtraces are fragile.+ Please change this test to not include a backtrace. *)+ ("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) inTrain.forward_and_forget backend ctx y;Tensor.print ~with_code:false ~with_grad:false `Inline zero_to_twenty;- [%expect- {|- [2]: 0...20 shape 0:21 [- 0.00- ; 1.00- ; 2.00- ; 3.00- ; 4.00- ; 5.00- ; 6.00- ; 7.00- ; 8.00- ; 9.00- ; 10.00- ; 11.00- ; 12.00- ; 13.00- ; 14.00- ; 15.00- ; 16.00- ; 17.00- ; 18.00- ; 19.00- ; 20.00- ]- |}];+ [%expect.unreachable];Tensor.print ~with_code:false ~with_grad:false `Default zero_to_twenty;- [%expect- {|- ┌──────────────────────────────────────┐- │[2]: 0...20 shape 0:21 │- │┌┬───────────────────────────────────┐│- │││axis 0 ││- │├┼───────────────────────────────────┤│- │││ 0.00 1.00 ... 1.90e+1 2.00e+1 ││- │└┴───────────────────────────────────┘│- └──────────────────────────────────────┘- |}];+ [%expect.unreachable];Tensor.print ~with_code:false ~with_grad:false `Default hey;- [%expect- {|- ┌──────────────────────────────────────────────────┐- │[0]: hey shape 1:21->0:21 │- │┌──────┬─────────────────────────────────────────┐│- ││ │axis 1 ││- │├──────┼─────────────────────────────────────────┤│- ││axis 0│ 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ││- ││ │ 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ││- ││ │ ... ... ... ... ... ││- ││ │ 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ││- ││ │ 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ││- │└──────┴─────────────────────────────────────────┘│- └──────────────────────────────────────────────────┘- |}];+ [%expect.unreachable];Tensor.print ~with_code:false ~with_grad:false `Default y;- [%expect- {|- ┌────────────────────────────────────────────┐- │[5]: + shape 0:21 │- │┌┬─────────────────────────────────────────┐│- │││axis 0 ││- │├┼─────────────────────────────────────────┤│- │││ 1.05e+2 1.06e+2 ... 1.24e+2 1.25e+2 ││- │└┴─────────────────────────────────────────┘│- └────────────────────────────────────────────┘- |}]+ [%expect.unreachable]+[@@expect.uncaught_exn {|+ (* CR expect_test_collector: This test expectation appears to contain a backtrace.+ This is strongly discouraged as backtraces are fragile.+ Please change this test to not include a backtrace. *)+ ("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- {|- ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐- │[0]: r6x10x11x7x8x9 shape 0:6|3:7,4:8,5:9->1:10,2:11 │- │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│- ││0 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││- ││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││0 @ 1 │ 0.00 1.00 ... 7.00 8.00 │ 9.00 1.00e+1 ... 1.60e+1 1.70e+1 │ ... │ 5.40e+1 5.50e+1 ... 6.10e+1 6.20e+1 │ 6.30e+1 6.40e+1 ... 7.00e+1 7.10e+1 ││- ││axis 2│ 5.04e+2 5.05e+2 ... 5.11e+2 5.12e+2 │ 5.13e+2 5.14e+2 ... 5.20e+2 5.21e+2 │ │ 5.58e+2 5.59e+2 ... 5.65e+2 5.66e+2 │ 5.67e+2 5.68e+2 ... 5.74e+2 5.75e+2 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 4.53e+3 4.53e+3 ... 4.54e+3 4.54e+3 │ 4.54e+3 4.54e+3 ... 4.55e+3 4.55e+3 │ │ 4.59e+3 4.59e+3 ... 4.59e+3 4.59e+3 │ 4.59e+3 4.60e+3 ... 4.60e+3 4.60e+3 ││- ││ │ 5.04e+3 5.04e+3 ... 5.04e+3 5.04e+3 │ 5.04e+3 5.05e+3 ... 5.05e+3 5.05e+3 │ │ 5.09e+3 5.09e+3 ... 5.10e+3 5.10e+3 │ 5.10e+3 5.10e+3 ... 5.11e+3 5.11e+3 ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││1 @ 1 │ 5.54e+3 5.54e+3 ... 5.55e+3 5.55e+3 │ 5.55e+3 5.55e+3 ... 5.56e+3 5.56e+3 │ ... │ 5.59e+3 5.59e+3 ... 5.60e+3 5.60e+3 │ 5.60e+3 5.60e+3 ... 5.61e+3 5.61e+3 ││- ││axis 2│ 6.04e+3 6.04e+3 ... 6.05e+3 6.05e+3 │ 6.05e+3 6.05e+3 ... 6.06e+3 6.06e+3 │ │ 6.10e+3 6.10e+3 ... 6.10e+3 6.11e+3 │ 6.11e+3 6.11e+3 ... 6.11e+3 6.11e+3 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 1.00e+4 1.00e+4 ... 1.00e+4 1.00e+4 │ 1.00e+4 1.00e+4 ... 1.00e+4 1.00e+4 │ │ 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 │ 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 ││- ││ │ 1.05e+4 1.05e+4 ... 1.05e+4 1.05e+4 │ 1.05e+4 1.05e+4 ... 1.06e+4 1.06e+4 │ │ 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 │ 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││~~~~~ │ ... │ ... │ ... │ ... │ ... ││- ││axis 2│ │ │ │ │ ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││8 @ 1 │ 4.43e+4 4.43e+4 ... 4.43e+4 4.43e+4 │ 4.43e+4 4.43e+4 ... 4.43e+4 4.43e+4 │ ... │ 4.44e+4 4.44e+4 ... 4.44e+4 4.44e+4 │ 4.44e+4 4.44e+4 ... 4.44e+4 4.44e+4 ││- ││axis 2│ 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 │ 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 │ │ 4.49e+4 4.49e+4 ... 4.49e+4 4.49e+4 │ 4.49e+4 4.49e+4 ... 4.49e+4 4.49e+4 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 4.88e+4 4.88e+4 ... 4.88e+4 4.88e+4 │ 4.88e+4 4.88e+4 ... 4.89e+4 4.89e+4 │ │ 4.89e+4 4.89e+4 ... 4.89e+4 4.89e+4 │ 4.89e+4 4.89e+4 ... 4.89e+4 4.89e+4 ││- ││ │ 4.93e+4 4.93e+4 ... 4.93e+4 4.94e+4 │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 │ │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││9 @ 1 │ 4.98e+4 4.98e+4 ... 4.99e+4 4.99e+4 │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 │ ... │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 ││- ││axis 2│ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 │ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 │ │ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 │ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 │ 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 │ │ 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 │ 5.44e+4 5.44e+4 ... 5.45e+4 5.45e+4 ││- ││ │ 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 │ 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 │ │ 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 │ 5.49e+4 5.50e+4 ... 5.50e+4 5.50e+4 ││- │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│- ├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤- │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│- ││1 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││- ││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││0 @ 1 │ 5.54e+4 5.54e+4 ... 5.54e+4 5.54e+4 │ 5.54e+4 5.54e+4 ... 5.54e+4 5.54e+4 │ ... │ 5.54e+4 5.54e+4 ... 5.55e+4 5.55e+4 │ 5.55e+4 5.55e+4 ... 5.55e+4 5.55e+4 ││- ││axis 2│ 5.59e+4 5.59e+4 ... 5.59e+4 5.59e+4 │ 5.59e+4 5.59e+4 ... 5.59e+4 5.59e+4 │ │ 5.59e+4 5.59e+4 ... 5.60e+4 5.60e+4 │ 5.60e+4 5.60e+4 ... 5.60e+4 5.60e+4 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 │ 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 │ │ 6.00e+4 6.00e+4 ... 6.00e+4 6.00e+4 │ 6.00e+4 6.00e+4 ... 6.00e+4 6.00e+4 ││- ││ │ 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 │ 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 │ │ 6.05e+4 6.05e+4 ... 6.05e+4 6.05e+4 │ 6.05e+4 6.05e+4 ... 6.05e+4 6.05e+4 ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││1 @ 1 │ 6.09e+4 6.09e+4 ... 6.09e+4 6.09e+4 │ 6.09e+4 6.09e+4 ... 6.10e+4 6.10e+4 │ ... │ 6.10e+4 6.10e+4 ... 6.10e+4 6.10e+4 │ 6.10e+4 6.10e+4 ... 6.10e+4 6.10e+4 ││- ││axis 2│ 6.14e+4 6.14e+4 ... 6.14e+4 6.14e+4 │ 6.14e+4 6.14e+4 ... 6.15e+4 6.15e+4 │ │ 6.15e+4 6.15e+4 ... 6.15e+4 6.15e+4 │ 6.15e+4 6.15e+4 ... 6.15e+4 6.15e+4 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 │ │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 ││- ││ │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 │ │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││~~~~~ │ ... │ ... │ ... │ ... │ ... ││- ││axis 2│ │ │ │ │ ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││8 @ 1 │ 9.97e+4 9.97e+4 ... 9.97e+4 9.98e+4 │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 │ ... │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 ││- ││axis 2│ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 │ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 │ │ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 │ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 ││- ││ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││9 @ 1 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ ... │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 ││- ││axis 2│ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 │ │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 ││- ││ │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 ││- │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│- ├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤- │ ... │- ├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤- │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│- ││4 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││- ││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││0 @ 1 │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 │ ... │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 ││- ││axis 2│ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 ││- ││ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││1 @ 1 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ ... │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ││- ││axis 2│ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+52.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 │ │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 ││- ││ │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 │ │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││~~~~~ │ ... │ ... │ ... │ ... │ ... ││- ││axis 2│ │ │ │ │ ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││8 @ 1 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ ... │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 ││- ││axis 2│ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 ││- ││ │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││9 @ 1 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ ... │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 ││- ││axis 2│ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 ││- ││ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 ││- │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│- ├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤- │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│- ││5 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││- ││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││0 @ 1 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ ... │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 ││- ││axis 2│ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 │ │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 ││- ││ │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││1 @ 1 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ ... │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ││- ││axis 2│ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 │ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 │ │ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 │ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 ││- ││ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││~~~~~ │ ... │ ... │ ... │ ... │ ... ││- ││axis 2│ │ │ │ │ ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││8 @ 1 │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ ... │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 ││- ││axis 2│ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 │ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 │ │ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 │ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 ││- ││ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││9 @ 1 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ ... │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 ││- ││axis 2│ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 ││- ││ │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 │ │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 ││- │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│- └───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘- |}];+ {| [0]: r6x10x11x7x8x9 shape 0:6|3:7,4:8,5:9->1:10,2:11 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default hoo;(* Disable line wrapping for viewing the output. In VSCode: `View: Toggle Word Wrap`. *)[%expectFile "test/einsum_trivia.ml", line 1, characters 0-0:/usr/sbin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum_trivia.ml _build/.sandbox/b552d289f2799b85f375eec54827e066/default/test/einsum_trivia.ml.correcteddiff --git a/_build/default/test/einsum_trivia.ml b/_build/.sandbox/b552d289f2799b85f375eec54827e066/default/test/einsum_trivia.ml.correctedindex 35a36fa..9371ef1 100644--- a/_build/default/test/einsum_trivia.ml+++ b/_build/.sandbox/b552d289f2799b85f375eec54827e066/default/test/einsum_trivia.ml.corrected@@ -28,20 +28,7 @@ let%expect_test "einsum1 permute axes" =Train.forward_and_forget backend ctx ho;Tensor.print ~with_code:false ~with_grad:false `Default @@ hey;[%expect- {|- ┌─────────────────────────────────────────────────────────────┐- │[0]: r2x4x3 shape 0:2|2:3->1:4 │- │┌──────┬────────────────────────┬───────────────────────────┐│- ││ │0 @ 0 │1 @ 0 ││- ││ │axis 2 │axis 2 ││- │├──────┼────────────────────────┼───────────────────────────┤│- ││axis 1│ 0.00 1.00 2.00 │ 1.20e+1 1.30e+1 1.40e+1 ││- ││ │ 3.00 4.00 5.00 │ 1.50e+1 1.60e+1 1.70e+1 ││- ││ │ 6.00 7.00 8.00 │ 1.80e+1 1.90e+1 2.00e+1 ││- ││ │ 9.00 1.00e+1 1.10e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││- │└──────┴────────────────────────┴───────────────────────────┘│- └─────────────────────────────────────────────────────────────┘- |}];+ {| [0]: r2x4x3 shape 0:2|2:3->1:4 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ ho;[%expect{|@@ -64,106 +51,7 @@ let%expect_test "einsum1 permute axes" =Train.forward_and_forget backend ctx ho2;Tensor.print ~with_code:false ~with_grad:false `Default @@ hey2;[%expect- {|- ┌────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐- │[2]: r2x3x6x7x4x5 shape 0:2,1:3|4:4,5:5->2:6,3:7 │- │┌──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┐│- ││0 @ 1 │0 @ 4 │1 @ 4 │2 @ 4 │3 @ 4 ││- ││ │axis 5 │axis 5 │axis 5 │axis 5 ││- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│- ││0 @ 2 │ 0.00 1.00 2.00 3.00 4.00 │ 5.00 6.00 7.00 8.00 9.00 │ 1.00e+1 1.10e+1 1.20e+1 1.30e+1 1.40e+1 │ 1.50e+1 1.60e+1 1.70e+1 1.80e+1 1.90e+1 ││- ││axis 3│ 2.00e+1 2.10e+1 2.20e+1 2.30e+1 2.40e+1 │ 2.50e+1 2.60e+1 2.70e+1 2.80e+1 2.90e+1 │ 3.00e+1 3.10e+1 3.20e+1 3.30e+1 3.40e+1 │ 3.50e+1 3.60e+1 3.70e+1 3.80e+1 3.90e+1 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 1.00e+2 1.01e+2 1.02e+2 1.03e+2 1.04e+2 │ 1.05e+2 1.06e+2 1.07e+2 1.08e+2 1.09e+2 │ 1.10e+2 1.11e+2 1.12e+2 1.13e+2 1.14e+2 │ 1.15e+2 1.16e+2 1.17e+2 1.18e+2 1.19e+2 ││- ││ │ 1.20e+2 1.21e+2 1.22e+2 1.23e+2 1.24e+2 │ 1.25e+2 1.26e+2 1.27e+2 1.28e+2 1.29e+2 │ 1.30e+2 1.31e+2 1.32e+2 1.33e+2 1.34e+2 │ 1.35e+2 1.36e+2 1.37e+2 1.38e+2 1.39e+2 ││- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│- ││1 @ 2 │ 1.40e+2 1.41e+2 1.42e+2 1.43e+2 1.44e+2 │ 1.45e+2 1.46e+2 1.47e+2 1.48e+2 1.49e+2 │ 1.50e+2 1.51e+2 1.52e+2 1.53e+2 1.54e+2 │ 1.55e+2 1.56e+2 1.57e+2 1.58e+2 1.59e+2 ││- ││axis 3│ 1.60e+2 1.61e+2 1.62e+2 1.63e+2 1.64e+2 │ 1.65e+2 1.66e+2 1.67e+2 1.68e+2 1.69e+2 │ 1.70e+2 1.71e+2 1.72e+2 1.73e+2 1.74e+2 │ 1.75e+2 1.76e+2 1.77e+2 1.78e+2 1.79e+2 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 2.40e+2 2.41e+2 2.42e+2 2.43e+2 2.44e+2 │ 2.45e+2 2.46e+2 2.47e+2 2.48e+2 2.49e+2 │ 2.50e+2 2.51e+2 2.52e+2 2.53e+2 2.54e+2 │ 2.55e+2 2.56e+2 2.57e+2 2.58e+2 2.59e+2 ││- ││ │ 2.60e+2 2.61e+2 2.62e+2 2.63e+2 2.64e+2 │ 2.65e+2 2.66e+2 2.67e+2 2.68e+2 2.69e+2 │ 2.70e+2 2.71e+2 2.72e+2 2.73e+2 2.74e+2 │ 2.75e+2 2.76e+2 2.77e+2 2.78e+2 2.79e+2 ││- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│- ││~~~~~ │ ... │ ... │ ... │ ... ││- ││axis 3│ │ │ │ ││- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│- ││4 @ 2 │ 5.60e+2 5.61e+2 5.62e+2 5.63e+2 5.64e+2 │ 5.65e+2 5.66e+2 5.67e+2 5.68e+2 5.69e+2 │ 5.70e+2 5.71e+2 5.72e+2 5.73e+2 5.74e+2 │ 5.75e+2 5.76e+2 5.77e+2 5.78e+2 5.79e+2 ││- ││axis 3│ 5.80e+2 5.81e+2 5.82e+2 5.83e+2 5.84e+2 │ 5.85e+2 5.86e+2 5.87e+2 5.88e+2 5.89e+2 │ 5.90e+2 5.91e+2 5.92e+2 5.93e+2 5.94e+2 │ 5.95e+2 5.96e+2 5.97e+2 5.98e+2 5.99e+2 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 6.60e+2 6.61e+2 6.62e+2 6.63e+2 6.64e+2 │ 6.65e+2 6.66e+2 6.67e+2 6.68e+2 6.69e+2 │ 6.70e+2 6.71e+2 6.72e+2 6.73e+2 6.74e+2 │ 6.75e+2 6.76e+2 6.77e+2 6.78e+2 6.79e+2 ││- ││ │ 6.80e+2 6.81e+2 6.82e+2 6.83e+2 6.84e+2 │ 6.85e+2 6.86e+2 6.87e+2 6.88e+2 6.89e+2 │ 6.90e+2 6.91e+2 6.92e+2 6.93e+2 6.94e+2 │ 6.95e+2 6.96e+2 6.97e+2 6.98e+2 6.99e+2 ││- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│- ││5 @ 2 │ 7.00e+2 7.01e+2 7.02e+2 7.03e+2 7.04e+2 │ 7.05e+2 7.06e+2 7.07e+2 7.08e+2 7.09e+2 │ 7.10e+2 7.11e+2 7.12e+2 7.13e+2 7.14e+2 │ 7.15e+2 7.16e+2 7.17e+2 7.18e+2 7.19e+2 ││- ││axis 3│ 7.20e+2 7.21e+2 7.22e+2 7.23e+2 7.24e+2 │ 7.25e+2 7.26e+2 7.27e+2 7.28e+2 7.29e+2 │ 7.30e+2 7.31e+2 7.32e+2 7.33e+2 7.34e+2 │ 7.35e+2 7.36e+2 7.37e+2 7.38e+2 7.39e+2 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 8.00e+2 8.01e+2 8.02e+2 8.03e+2 8.04e+2 │ 8.05e+2 8.06e+2 8.07e+2 8.08e+2 8.09e+2 │ 8.10e+2 8.11e+2 8.12e+2 8.13e+2 8.14e+2 │ 8.15e+2 8.16e+2 8.17e+2 8.18e+2 8.19e+2 ││- ││ │ 8.20e+2 8.21e+2 8.22e+2 8.23e+2 8.24e+2 │ 8.25e+2 8.26e+2 8.27e+2 8.28e+2 8.29e+2 │ 8.30e+2 8.31e+2 8.32e+2 8.33e+2 8.34e+2 │ 8.35e+2 8.36e+2 8.37e+2 8.38e+2 8.39e+2 ││- │└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│- ├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤- │┌──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┐│- ││1 @ 1 │0 @ 4 │1 @ 4 │2 @ 4 │3 @ 4 ││- ││ │axis 5 │axis 5 │axis 5 │axis 5 ││- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│- ││0 @ 2 │ 8.40e+2 8.41e+2 8.42e+2 8.43e+2 8.44e+2 │ 8.45e+2 8.46e+2 8.47e+2 8.48e+2 8.49e+2 │ 8.50e+2 8.51e+2 8.52e+2 8.53e+2 8.54e+2 │ 8.55e+2 8.56e+2 8.57e+2 8.58e+2 8.59e+2 ││- ││axis 3│ 8.60e+2 8.61e+2 8.62e+2 8.63e+2 8.64e+2 │ 8.65e+2 8.66e+2 8.67e+2 8.68e+2 8.69e+2 │ 8.70e+2 8.71e+2 8.72e+2 8.73e+2 8.74e+2 │ 8.75e+2 8.76e+2 8.77e+2 8.78e+2 8.79e+2 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 9.40e+2 9.41e+2 9.42e+2 9.43e+2 9.44e+2 │ 9.45e+2 9.46e+2 9.47e+2 9.48e+2 9.49e+2 │ 9.50e+2 9.51e+2 9.52e+2 9.53e+2 9.54e+2 │ 9.55e+2 9.56e+2 9.57e+2 9.58e+2 9.59e+2 ││- ││ │ 9.60e+2 9.61e+2 9.62e+2 9.63e+2 9.64e+2 │ 9.65e+2 9.66e+2 9.67e+2 9.68e+2 9.69e+2 │ 9.70e+2 9.71e+2 9.72e+2 9.73e+2 9.74e+2 │ 9.75e+2 9.76e+2 9.77e+2 9.78e+2 9.79e+2 ││- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│- ││1 @ 2 │ 9.80e+2 9.81e+2 9.82e+2 9.83e+2 9.84e+2 │ 9.85e+2 9.86e+2 9.87e+2 9.88e+2 9.89e+2 │ 9.90e+2 9.91e+2 9.92e+2 9.93e+2 9.94e+2 │ 9.95e+2 9.96e+2 9.97e+2 9.98e+2 9.99e+2 ││- ││axis 3│ 1.00e+3 1.00e+3 1.00e+3 1.00e+3 1.00e+3 │ 1.00e+3 1.00e+3 1.00e+3 1.00e+3 1.00e+3 │ 1.01e+3 1.01e+3 1.01e+3 1.01e+3 1.01e+3 │ 1.01e+3 1.01e+3 1.01e+3 1.01e+3 1.01e+3 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 1.08e+3 1.08e+3 1.08e+3 1.08e+3 1.08e+3 │ 1.08e+3 1.08e+3 1.08e+3 1.08e+3 1.08e+3 │ 1.09e+3 1.09e+3 1.09e+3 1.09e+3 1.09e+3 │ 1.09e+3 1.09e+3 1.09e+3 1.09e+3 1.09e+3 ││- ││ │ 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.10e+3 │ 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.10e+3 │ 1.11e+3 1.11e+3 1.11e+3 1.11e+3 1.11e+3 │ 1.11e+3 1.11e+3 1.11e+3 1.11e+3 1.11e+3 ││- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│- ││~~~~~ │ ... │ ... │ ... │ ... ││- ││axis 3│ │ │ │ ││- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│- ││4 @ 2 │ 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 │ 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 │ 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 │ 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 ││- ││axis 3│ 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 │ 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 │ 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 │ 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 │ 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 │ 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 │ 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 ││- ││ │ 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 │ 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 │ 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 │ 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 ││- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│- ││5 @ 2 │ 1.54e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 │ 1.54e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 │ 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 │ 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 ││- ││axis 3│ 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 │ 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 │ 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 │ 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 │ 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 │ 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 │ 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 ││- ││ │ 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 │ 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 │ 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 │ 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 ││- │└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│- ├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤- │┌──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┐│- ││2 @ 1 │0 @ 4 │1 @ 4 │2 @ 4 │3 @ 4 ││- ││ │axis 5 │axis 5 │axis 5 │axis 5 ││- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│- ││0 @ 2 │ 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 │ 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 │ 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 │ 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 ││- ││axis 3│ 1.70e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 │ 1.70e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 │ 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 │ 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 1.78e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 │ 1.78e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 │ 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 │ 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 ││- ││ │ 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 │ 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 │ 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 │ 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 ││- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│- ││1 @ 2 │ 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 │ 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 │ 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 │ 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 ││- ││axis 3│ 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 │ 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 │ 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 │ 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 │ 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 │ 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 │ 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 ││- ││ │ 1.94e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 │ 1.94e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 │ 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 │ 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 ││- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│- ││~~~~~ │ ... │ ... │ ... │ ... ││- ││axis 3│ │ │ │ ││- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│- ││4 @ 2 │ 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 │ 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 │ 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 │ 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 ││- ││axis 3│ 2.26e+3 2.26e+3 2.26e+3 2.26e+3 2.26e+3 │ 2.26e+3 2.26e+3 2.26e+3 2.26e+3 2.26e+3 │ 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 │ 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 2.34e+3 2.34e+3 2.34e+3 2.34e+3 2.34e+3 │ 2.34e+3 2.34e+3 2.34e+3 2.34e+3 2.34e+3 │ 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 │ 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 ││- ││ │ 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 │ 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 │ 2.37e+3 2.37e+3 2.37e+3 2.37e+3 2.37e+3 │ 2.37e+3 2.37e+3 2.37e+3 2.37e+3 2.37e+3 ││- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│- ││5 @ 2 │ 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 │ 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 │ 2.39e+3 2.39e+3 2.39e+3 2.39e+3 2.39e+3 │ 2.39e+3 2.39e+3 2.39e+3 2.39e+3 2.39e+3 ││- ││axis 3│ 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 │ 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 │ 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 │ 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 │ 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 │ 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 │ 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 ││- ││ │ 2.50e+3 2.50e+3 2.50e+3 2.50e+3 2.50e+3 │ 2.50e+3 2.50e+3 2.50e+3 2.50e+3 2.50e+3 │ 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 │ 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 ││- │└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│- └────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘- |}];+ {| [2]: r2x3x6x7x4x5 shape 0:2,1:3|4:4,5:5->2:6,3:7 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ ho2;[%expect{|@@ -292,20 +180,7 @@ let%expect_test "einsum1 sum out axes" =Train.forward_and_forget backend ctx ho;Tensor.print ~with_code:false ~with_grad:false `Default @@ hey;[%expect- {|- ┌─────────────────────────────────────────────────────────────┐- │[0]: r2x4x3 shape 0:2|2:3->1:4 │- │┌──────┬────────────────────────┬───────────────────────────┐│- ││ │0 @ 0 │1 @ 0 ││- ││ │axis 2 │axis 2 ││- │├──────┼────────────────────────┼───────────────────────────┤│- ││axis 1│ 0.00 1.00 2.00 │ 1.20e+1 1.30e+1 1.40e+1 ││- ││ │ 3.00 4.00 5.00 │ 1.50e+1 1.60e+1 1.70e+1 ││- ││ │ 6.00 7.00 8.00 │ 1.80e+1 1.90e+1 2.00e+1 ││- ││ │ 9.00 1.00e+1 1.10e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││- │└──────┴────────────────────────┴───────────────────────────┘│- └─────────────────────────────────────────────────────────────┘- |}];+ {| [0]: r2x4x3 shape 0:2|2:3->1:4 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ ho;[%expect{|@@ -364,28 +239,10 @@ let%expect_test "einsum outer product" =Train.forward_and_forget backend ctx c;Tensor.print ~with_code:false ~with_grad:false `Default @@ a;[%expect- {|- ┌──────────────────┐- │[0]: r2 shape 0:2 │- │┌┬────────────┐ │- │││axis 0 │ │- │├┼────────────┤ │- │││ 0.00 1.00 │ │- │└┴────────────┘ │- └──────────────────┘- |}];+ {| [0]: r2 shape 0:2 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ b;[%expect- {|- ┌─────────────────────┐- │[1]: r3 shape 0:3 │- │┌┬──────────────────┐│- │││axis 0 ││- │├┼──────────────────┤│- │││ 0.00 1.00 2.00 ││- │└┴──────────────────┘│- └─────────────────────┘- |}];+ {| [1]: r3 shape 0:3 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ c;[%expect{|@@ -406,37 +263,10 @@ let%expect_test "einsum outer product" =Train.forward_and_forget backend ctx c;Tensor.print ~with_code:false ~with_grad:false `Default @@ a;[%expect- {|- ┌─────────────────────────────────────────────────────────────┐- │[5]: r2x4x3 shape 0:2|2:3->1:4 │- │┌──────┬────────────────────────┬───────────────────────────┐│- ││ │0 @ 0 │1 @ 0 ││- ││ │axis 2 │axis 2 ││- │├──────┼────────────────────────┼───────────────────────────┤│- ││axis 1│ 0.00 1.00 2.00 │ 1.20e+1 1.30e+1 1.40e+1 ││- ││ │ 3.00 4.00 5.00 │ 1.50e+1 1.60e+1 1.70e+1 ││- ││ │ 6.00 7.00 8.00 │ 1.80e+1 1.90e+1 2.00e+1 ││- ││ │ 9.00 1.00e+1 1.10e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││- │└──────┴────────────────────────┴───────────────────────────┘│- └─────────────────────────────────────────────────────────────┘- |}];+ {| [5]: r2x4x3 shape 0:2|2:3->1:4 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ b;[%expect- {|- ┌──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐- │[6]: r5x7x6 shape 0:5|2:6->1:7 │- │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│- ││ │0 @ 0 │1 @ 0 │2 @ 0 │3 @ 0 │4 @ 0 ││- ││ │axis 2 │axis 2 │axis 2 │axis 2 │axis 2 ││- │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│- ││axis 1│ 0.00 1.00 ... 4.00 5.00 │ 4.20e+1 4.30e+1 ... 4.60e+1 4.70e+1 │ 8.40e+1 8.50e+1 ... 8.80e+1 8.90e+1 │ 1.26e+2 1.27e+2 ... 1.30e+2 1.31e+2 │ 1.68e+2 1.69e+2 ... 1.72e+2 1.73e+2 ││- ││ │ 6.00 7.00 ... 1.00e+1 1.10e+1 │ 4.80e+1 4.90e+1 ... 5.20e+1 5.30e+1 │ 9.00e+1 9.10e+1 ... 9.40e+1 9.50e+1 │ 1.32e+2 1.33e+2 ... 1.36e+2 1.37e+2 │ 1.74e+2 1.75e+2 ... 1.78e+2 1.79e+2 ││- ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││- ││ │ 3.00e+1 3.10e+1 ... 3.40e+1 3.50e+1 │ 7.20e+1 7.30e+1 ... 7.60e+1 7.70e+1 │ 1.14e+2 1.15e+2 ... 1.18e+2 1.19e+2 │ 1.56e+2 1.57e+2 ... 1.60e+2 1.61e+2 │ 1.98e+2 1.99e+2 ... 2.02e+2 2.03e+2 ││- ││ │ 3.60e+1 3.70e+1 ... 4.00e+1 4.10e+1 │ 7.80e+1 7.90e+1 ... 8.20e+1 8.30e+1 │ 1.20e+2 1.21e+2 ... 1.24e+2 1.25e+2 │ 1.62e+2 1.63e+2 ... 1.66e+2 1.67e+2 │ 2.04e+2 2.05e+2 ... 2.08e+2 2.09e+2 ││- │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│- └──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘- |}];+ {| [6]: r5x7x6 shape 0:5|2:6->1:7 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ c;[%expect{|@@ -723,20 +553,7 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" =let ctx = Train.forward_and_ctx backend ctx ho inTensor.print ~with_code:false ~with_grad:false `Default @@ hey;[%expect- {|- ┌─────────────────────────────────────────────────────────────┐- │[0]: r2x4x3 shape 0:2|2:3->1:4 │- │┌──────┬────────────────────────┬───────────────────────────┐│- ││ │0 @ 0 │1 @ 0 ││- ││ │axis 2 │axis 2 ││- │├──────┼────────────────────────┼───────────────────────────┤│- ││axis 1│ 0.00 1.00 2.00 │ 1.20e+1 1.30e+1 1.40e+1 ││- ││ │ 3.00 4.00 5.00 │ 1.50e+1 1.60e+1 1.70e+1 ││- ││ │ 6.00 7.00 8.00 │ 1.80e+1 1.90e+1 2.00e+1 ││- ││ │ 9.00 1.00e+1 1.10e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││- │└──────┴────────────────────────┴───────────────────────────┘│- └─────────────────────────────────────────────────────────────┘- |}];+ {| [0]: r2x4x3 shape 0:2|2:3->1:4 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ ho;[%expect{|@@ -776,106 +593,7 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" =let ctx = Train.forward_and_ctx backend ctx ho3 inTensor.print ~with_code:false ~with_grad:false `Default @@ hey2;[%expect- {|- ┌────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐- │[3]: r2x3x6x7x4x5 shape 0:2,1:3|4:4,5:5->2:6,3:7 │- │┌──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┐│- ││0 @ 1 │0 @ 4 │1 @ 4 │2 @ 4 │3 @ 4 ││- ││ │axis 5 │axis 5 │axis 5 │axis 5 ││- │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│...TRUNCATED BY DUNE...- └────────────────────────────────┘- |}];+ {| [1]: r3x4x1 shape 0:3|2:1->1:4 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ c;[%expect{|@@ -1188,32 +845,10 @@ let%expect_test "einsum broadcast or sum out prefix axes" =Train.forward_and_forget backend ctx f;Tensor.print ~with_code:false ~with_grad:false `Default @@ d;[%expect- {|- ┌─────────────────────────┐- │[3]: r3x2 shape 1:2->0:3 │- │┌──────┬────────────┐ │- ││ │axis 1 │ │- │├──────┼────────────┤ │- ││axis 0│ 0.00 1.00 │ │- ││ │ 2.00 3.00 │ │- ││ │ 4.00 5.00 │ │- │└──────┴────────────┘ │- └─────────────────────────┘- |}];+ {| [3]: r3x2 shape 1:2->0:3 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ e;[%expect- {|- ┌───────────────────────────────────────┐- │[4]: r3x4 shape 1:4->0:3 │- │┌──────┬──────────────────────────────┐│- ││ │axis 1 ││- │├──────┼──────────────────────────────┤│- ││axis 0│ 0.00 1.00 2.00 3.00 ││- ││ │ 4.00 5.00 6.00 7.00 ││- ││ │ 8.00 9.00 1.00e+1 1.10e+1 ││- │└──────┴──────────────────────────────┘│- └───────────────────────────────────────┘- |}];+ {| [4]: r3x4 shape 1:4->0:3 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ f;[%expect{|@@ -1253,20 +888,7 @@ let%expect_test "einsum1 fixed dim axis" =let ctx = Train.forward_and_ctx backend ctx ho inTensor.print ~with_code:false ~with_grad:false `Default @@ hey;[%expect- {|- ┌─────────────────────────────────────────────────────────────┐- │[0]: r2x4x3 shape 0:2|2:3->1:4 │- │┌──────┬────────────────────────┬───────────────────────────┐│- ││ │0 @ 0 │1 @ 0 ││- ││ │axis 2 │axis 2 ││- │├──────┼────────────────────────┼───────────────────────────┤│- ││axis 1│ 0.00 1.00 2.00 │ 1.20e+1 1.30e+1 1.40e+1 ││- ││ │ 3.00 4.00 5.00 │ 1.50e+1 1.60e+1 1.70e+1 ││- ││ │ 6.00 7.00 8.00 │ 1.80e+1 1.90e+1 2.00e+1 ││- ││ │ 9.00 1.00e+1 1.10e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││- │└──────┴────────────────────────┴───────────────────────────┘│- └─────────────────────────────────────────────────────────────┘- |}];+ {| [0]: r2x4x3 shape 0:2|2:3->1:4 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ ho;[%expect{|@@ -1284,20 +906,7 @@ let%expect_test "einsum1 fixed dim axis" =let ctx = Train.forward_and_ctx backend ctx ho2 inTensor.print ~with_code:false ~with_grad:false `Default @@ hey;[%expect- {|- ┌─────────────────────────────────────────────────────────────┐- │[0]: r2x4x3 shape 0:2|2:3->1:4 │- │┌──────┬────────────────────────┬───────────────────────────┐│- ││ │0 @ 0 │1 @ 0 ││- ││ │axis 2 │axis 2 ││- │├──────┼────────────────────────┼───────────────────────────┤│- ││axis 1│ 0.00 1.00 2.00 │ 1.20e+1 1.30e+1 1.40e+1 ││- ││ │ 3.00 4.00 5.00 │ 1.50e+1 1.60e+1 1.70e+1 ││- ││ │ 6.00 7.00 8.00 │ 1.80e+1 1.90e+1 2.00e+1 ││- ││ │ 9.00 1.00e+1 1.10e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││- │└──────┴────────────────────────┴───────────────────────────┘│- └─────────────────────────────────────────────────────────────┘- |}];+ {| [0]: r2x4x3 shape 0:2|2:3->1:4 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ ho2;[%expect{|@@ -1316,18 +925,7 @@ let%expect_test "einsum1 fixed dim axis" =let ctx = Train.forward_and_ctx backend ctx ho3 inTensor.print ~with_code:false ~with_grad:false `Default @@ hey2;[%expect- {|- ┌─────────────────────────┐- │[3]: r3x2 shape 1:2->0:3 │- │┌──────┬────────────┐ │- ││ │axis 1 │ │- │├──────┼────────────┤ │- ││axis 0│ 0.00 1.00 │ │- ││ │ 2.00 3.00 │ │- ││ │ 4.00 5.00 │ │- │└──────┴────────────┘ │- └─────────────────────────┘- |}];+ {| [3]: r3x2 shape 1:2->0:3 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ ho3;[%expect{|@@ -1379,34 +977,10 @@ let%expect_test "einsum with fixed dim axes" =Train.forward_and_forget backend ctx c;Tensor.print ~with_code:false ~with_grad:false `Default @@ a;[%expect- {|- ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────┐- │[0]: r3x2x4 shape 0:3|2:4->1:2 │- │┌──────┬────────────────────────┬────────────────────────────────────┬────────────────────────────────────┐│- ││ │0 @ 0 │1 @ 0 │2 @ 0 ││- ││ │axis 2 │axis 2 │axis 2 ││- │├──────┼────────────────────────┼────────────────────────────────────┼────────────────────────────────────┤│- ││axis 1│ 0.00 1.00 2.00 3.00 │ 8.00 9.00 1.00e+1 1.10e+1 │ 1.60e+1 1.70e+1 1.80e+1 1.90e+1 ││- ││ │ 4.00 5.00 6.00 7.00 │ 1.20e+1 1.30e+1 1.40e+1 1.50e+1 │ 2.00e+1 2.10e+1 2.20e+1 2.30e+1 ││- │└──────┴────────────────────────┴────────────────────────────────────┴────────────────────────────────────┘│- └───────────────────────────────────────────────────────────────────────────────────────────────────────────┘- |}];+ {| [0]: r3x2x4 shape 0:3|2:4->1:2 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ b;[%expect- {|- ┌────────────────────────────────┐- │[1]: r3x4x1 shape 0:3|2:1->1:4 │- │┌──────┬──────┬──────┬─────────┐│- ││ │0 @ 0 │1 @ 0 │2 @ 0 ││- ││ │axis 2│axis 2│axis 2 ││- │├──────┼──────┼──────┼─────────┤│- ││axis 1│ 0.00 │ 4.00 │ 8.00 ││- ││ │ 1.00 │ 5.00 │ 9.00 ││- ││ │ 2.00 │ 6.00 │ 1.00e+1 ││- ││ │ 3.00 │ 7.00 │ 1.10e+1 ││- │└──────┴──────┴──────┴─────────┘│- └────────────────────────────────┘- |}];+ {| [1]: r3x4x1 shape 0:3|2:1->1:4 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ c;[%expect{|@@ -1450,175 +1024,175 @@ let%expect_test "outer_sum simulating axis concatenation" =Tensor.print ~with_code:false ~with_grad:false `Default @@ positions;[%expect{|- ┌────────────────────────────────┐- │[9]: ;=>+ shape 0:4,1:5,2:6,3:3 │- │┌──────┬──────────────────┐ │- ││0 @ 0 │axis 3 │ │- │├──────┼──────────────────┤ │- ││0 @ 1 │ 0.00 0.00 0.00 │ │- ││axis 2│ 0.00 0.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 0.00 0.00 4.00 │ │- ││ │ 0.00 0.00 5.00 │ │- │├──────┼──────────────────┤ │- ││1 @ 1 │ 0.00 1.00 0.00 │ │- ││axis 2│ 0.00 1.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 0.00 1.00 4.00 │ │- ││ │ 0.00 1.00 5.00 │ │- │├──────┼──────────────────┤ │- ││2 @ 1 │ 0.00 2.00 0.00 │ │- ││axis 2│ 0.00 2.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 0.00 2.00 4.00 │ │- ││ │ 0.00 2.00 5.00 │ │- │├──────┼──────────────────┤ │- ││3 @ 1 │ 0.00 3.00 0.00 │ │- ││axis 2│ 0.00 3.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 0.00 3.00 4.00 │ │- ││ │ 0.00 3.00 5.00 │ │- │├──────┼──────────────────┤ │- ││4 @ 1 │ 0.00 4.00 0.00 │ │- ││axis 2│ 0.00 4.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 0.00 4.00 4.00 │ │- ││ │ 0.00 4.00 5.00 │ │- │└──────┴──────────────────┘ │- ├────────────────────────────────┤- │┌──────┬──────────────────┐ │- ││1 @ 0 │axis 3 │ │- │├──────┼──────────────────┤ │- ││0 @ 1 │ 1.00 0.00 0.00 │ │- ││axis 2│ 1.00 0.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 1.00 0.00 4.00 │ │- ││ │ 1.00 0.00 5.00 │ │- │├──────┼──────────────────┤ │- ││1 @ 1 │ 1.00 1.00 0.00 │ │- ││axis 2│ 1.00 1.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 1.00 1.00 4.00 │ │- ││ │ 1.00 1.00 5.00 │ │- │├──────┼──────────────────┤ │- ││2 @ 1 │ 1.00 2.00 0.00 │ │- ││axis 2│ 1.00 2.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 1.00 2.00 4.00 │ │- ││ │ 1.00 2.00 5.00 │ │- │├──────┼──────────────────┤ │- ││3 @ 1 │ 1.00 3.00 0.00 │ │- ││axis 2│ 1.00 3.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 1.00 3.00 4.00 │ │- ││ │ 1.00 3.00 5.00 │ │- │├──────┼──────────────────┤ │- ││4 @ 1 │ 1.00 4.00 0.00 │ │- ││axis 2│ 1.00 4.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 1.00 4.00 4.00 │ │- ││ │ 1.00 4.00 5.00 │ │- │└──────┴──────────────────┘ │- ├────────────────────────────────┤- │┌──────┬──────────────────┐ │- ││2 @ 0 │axis 3 │ │- │├──────┼──────────────────┤ │- ││0 @ 1 │ 2.00 0.00 0.00 │ │- ││axis 2│ 2.00 0.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 2.00 0.00 4.00 │ │- ││ │ 2.00 0.00 5.00 │ │- │├──────┼──────────────────┤ │- ││1 @ 1 │ 2.00 1.00 0.00 │ │- ││axis 2│ 2.00 1.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 2.00 1.00 4.00 │ │- ││ │ 2.00 1.00 5.00 │ │- │├──────┼──────────────────┤ │- ││2 @ 1 │ 2.00 2.00 0.00 │ │- ││axis 2│ 2.00 2.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 2.00 2.00 4.00 │ │- ││ │ 2.00 2.00 5.00 │ │- │├──────┼──────────────────┤ │- ││3 @ 1 │ 2.00 3.00 0.00 │ │- ││axis 2│ 2.00 3.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 2.00 3.00 4.00 │ │- ││ │ 2.00 3.00 5.00 │ │- │├──────┼──────────────────┤ │- ││4 @ 1 │ 2.00 4.00 0.00 │ │- ││axis 2│ 2.00 4.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 2.00 4.00 4.00 │ │- ││ │ 2.00 4.00 5.00 │ │- │└──────┴──────────────────┘ │- ├────────────────────────────────┤- │┌──────┬──────────────────┐ │- ││3 @ 0 │axis 3 │ │- │├──────┼──────────────────┤ │- ││0 @ 1 │ 3.00 0.00 0.00 │ │- ││axis 2│ 3.00 0.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 3.00 0.00 4.00 │ │- ││ │ 3.00 0.00 5.00 │ │- │├──────┼──────────────────┤ │- ││1 @ 1 │ 3.00 1.00 0.00 │ │- ││axis 2│ 3.00 1.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 3.00 1.00 4.00 │ │- ││ │ 3.00 1.00 5.00 │ │- │├──────┼──────────────────┤ │- ││2 @ 1 │ 3.00 2.00 0.00 │ │- ││axis 2│ 3.00 2.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 3.00 2.00 4.00 │ │- ││ │ 3.00 2.00 5.00 │ │- │├──────┼──────────────────┤ │- ││3 @ 1 │ 3.00 3.00 0.00 │ │- ││axis 2│ 3.00 3.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 3.00 3.00 4.00 │ │- ││ │ 3.00 3.00 5.00 │ │- │├──────┼──────────────────┤ │- ││4 @ 1 │ 3.00 4.00 0.00 │ │- ││axis 2│ 3.00 4.00 1.00 │ │- ││ │ ... ... ... │ │- ││ │ 3.00 4.00 4.00 │ │- ││ │ 3.00 4.00 5.00 │ │- │└──────┴──────────────────┘ │- └────────────────────────────────┘+ ┌───────────────────────────────────────┐+ │[9]: ;=>+ shape 0:4,1:5,2:6,3:3 │+ │┌──────┬──────────────────────────────┐│+ ││0 @ 0 │axis 3 ││+ │├──────┼──────────────────────────────┤│+ ││0 @ 1 │ 3.50e-25 4.58e-41 1.24e+11 ││+ ││axis 2│ 3.50e-25 4.58e-41 1.24e+11 ││+ ││ │ ... ... ... ││+ ││ │ 1.13e-3 9.16e-41 1.24e+11 ││+ ││ │ 3.50e-25 1.13e-3 1.24e+11 ││+ │├──────┼──────────────────────────────┤│+ ││1 @ 1 │ 1.31e-40 1.00 1.24e+11 ││+ ││axis 2│ 0.00 1.00 1.24e+11 ││+ ││ │ ... ... ... ││+ ││ │ 1.13e-3 1.00 1.24e+11 ││+ ││ │ 0.00 1.00 1.24e+11 ││+ │├──────┼──────────────────────────────┤│+ ││2 @ 1 │ 1.31e-40 2.00 1.24e+11 ││+ ││axis 2│ 0.00 2.00 1.24e+11 ││+ ││ │ ... ... ... ││+ ││ │ 1.13e-3 2.00 1.24e+11 ││+ ││ │ 0.00 2.00 1.24e+11 ││+ │├──────┼──────────────────────────────┤│+ ││3 @ 1 │ 1.31e-40 3.00 1.24e+11 ││+ ││axis 2│ 0.00 3.00 1.24e+11 ││+ ││ │ ... ... ... ││+ ││ │ 1.13e-3 3.00 1.24e+11 ││+ ││ │ 0.00 3.00 1.24e+11 ││+ │├──────┼──────────────────────────────┤│+ ││4 @ 1 │ 7.80e-3 4.00 1.24e+11 ││+ ││axis 2│ 7.80e-3 4.00 1.24e+11 ││+ ││ │ ... ... ... ││+ ││ │ 8.93e-3 4.00 1.24e+11 ││+ ││ │ 7.80e-3 4.00 1.24e+11 ││+ │└──────┴──────────────────────────────┘│+ ├───────────────────────────────────────┤+ │┌──────┬──────────────────────┐ │+ ││1 @ 0 │axis 3 │ │+ │├──────┼──────────────────────┤ │+ ││0 @ 1 │ 1.00 0.00 0.00 │ │+ ││axis 2│ 1.00 0.00 1.00 │ │+ ││ │ ... ... ... │ │+ ││ │ 1.00 4.58e-41 4.00 │ │+ ││ │ 1.00 1.13e-3 5.00 │ │+ │├──────┼──────────────────────┤ │+ ││1 @ 1 │ 1.00 1.00 0.00 │ │+ ││axis 2│ 1.00 1.00 1.00 │ │+ ││ │ ... ... ... │ │+ ││ │ 1.00 1.00 4.00 │ │+ ││ │ 1.00 1.00 5.00 │ │+ │├──────┼──────────────────────┤ │+ ││2 @ 1 │ 1.00 2.00 0.00 │ │+ ││axis 2│ 1.00 2.00 1.00 │ │+ ││ │ ... ... ... │ │+ ││ │ 1.00 2.00 4.00 │ │+ ││ │ 1.00 2.00 5.00 │ │+ │├──────┼──────────────────────┤ │+ ││3 @ 1 │ 1.00 3.00 0.00 │ │+ ││axis 2│ 1.00 3.00 1.00 │ │+ ││ │ ... ... ... │ │+ ││ │ 1.00 3.00 4.00 │ │+ ││ │ 1.00 3.00 5.00 │ │+ │├──────┼──────────────────────┤ │+ ││4 @ 1 │ 1.00 4.00 2.80e-33 │ │+ ││axis 2│ 1.00 4.00 1.00 │ │+ ││ │ ... ... ... │ │+ ││ │ 1.00 4.00 4.00 │ │+ ││ │ 1.00 4.00 5.00 │ │+ │└──────┴──────────────────────┘ │+ ├───────────────────────────────────────┤+ │┌──────┬──────────────────────┐ │+ ││2 @ 0 │axis 3 │ │+ │├──────┼──────────────────────┤ │+ ││0 @ 1 │ 2.00 5.60e-45 0.00 │ │+ ││axis 2│ 2.00 5.60e-45 1.00 │ │+ ││ │ ... ... ... │ │+ ││ │ 2.00 4.58e-41 4.00 │ │+ ││ │ 2.00 1.13e-3 5.00 │ │+ │├──────┼──────────────────────┤ │+ ││1 @ 1 │ 2.00 1.00 0.00 │ │+ ││axis 2│ 2.00 1.00 1.00 │ │+ ││ │ ... ... ... │ │+ ││ │ 2.00 1.00 4.00 │ │+ ││ │ 2.00 1.00 5.00 │ │+ │├──────┼──────────────────────┤ │+ ││2 @ 1 │ 2.00 2.00 0.00 │ │+ ││axis 2│ 2.00 2.00 1.00 │ │+ ││ │ ... ... ... │ │+ ││ │ 2.00 2.00 4.00 │ │+ ││ │ 2.00 2.00 5.00 │ │+ │├──────┼──────────────────────┤ │+ ││3 @ 1 │ 2.00 3.00 0.00 │ │+ ││axis 2│ 2.00 3.00 1.00 │ │+ ││ │ ... ... ... │ │+ ││ │ 2.00 3.00 4.00 │ │+ ││ │ 2.00 3.00 5.00 │ │+ │├──────┼──────────────────────┤ │+ ││4 @ 1 │ 2.00 4.00 2.80e-33 │ │+ ││axis 2│ 2.00 4.00 1.00 │ │+ ││ │ ... ... ... │ │+ ││ │ 2.00 4.00 4.00 │ │+ ││ │ 2.00 4.00 5.00 │ │+ │└──────┴──────────────────────┘ │+ ├───────────────────────────────────────┤+ │┌──────┬──────────────────────┐ │+ ││3 @ 0 │axis 3 │ │+ │├──────┼──────────────────────┤ │+ ││0 @ 1 │ 3.00 0.00 0.00 │ │+ ││axis 2│ 3.00 0.00 1.00 │ │+ ││ │ ... ... ... │ │+ ││ │ 3.00 4.58e-41 4.00 │ │+ ││ │ 3.00 1.13e-3 5.00 │ │+ │├──────┼──────────────────────┤ │+ ││1 @ 1 │ 3.00 1.00 0.00 │ │+ ││axis 2│ 3.00 1.00 1.00 │ │+ ││ │ ... ... ... │ │+ ││ │ 3.00 1.00 4.00 │ │+ ││ │ 3.00 1.00 5.00 │ │+ │├──────┼──────────────────────┤ │+ ││2 @ 1 │ 3.00 2.00 0.00 │ │+ ││axis 2│ 3.00 2.00 1.00 │ │+ ││ │ ... ... ... │ │+ ││ │ 3.00 2.00 4.00 │ │+ ││ │ 3.00 2.00 5.00 │ │+ │├──────┼──────────────────────┤ │+ ││3 @ 1 │ 3.00 3.00 0.00 │ │+ ││axis 2│ 3.00 3.00 1.00 │ │+ ││ │ ... ... ... │ │+ ││ │ 3.00 3.00 4.00 │ │+ ││ │ 3.00 3.00 5.00 │ │+ │├──────┼──────────────────────┤ │+ ││4 @ 1 │ 3.00 4.00 2.80e-33 │ │+ ││axis 2│ 3.00 4.00 1.00 │ │+ ││ │ ... ... ... │ │+ ││ │ 3.00 4.00 4.00 │ │+ ││ │ 3.00 4.00 5.00 │ │+ │└──────┴──────────────────────┘ │+ └───────────────────────────────────────┘|}];Tensor.print ~with_code:false ~with_grad:false `Default @@ ti;[%expect{|- ┌───────────────────────────┐- │[1]: =>_ti shape 0:4,1:3 │- │┌──────┬──────────────────┐│- ││ │axis 1 ││- │├──────┼──────────────────┤│- ││axis 0│ 0.00 0.00 0.00 ││- ││ │ 1.00 0.00 0.00 ││- ││ │ 2.00 0.00 0.00 ││- ││ │ 3.00 0.00 0.00 ││- │└──────┴──────────────────┘│- └───────────────────────────┘+ ┌───────────────────────────────────┐+ │[1]: =>_ti shape 0:4,1:3 │+ │┌──────┬──────────────────────────┐│+ ││ │axis 1 ││+ │├──────┼──────────────────────────┤│+ ││axis 0│ 0.00 4.58e-41 1.24e+11 ││+ ││ 1.00 0.00 0.00 ││+ ││ │ 2.00 5.60e-45 0.00 ││+ ││ │ 3.00 0.00 0.00 ││+ │└──────┴──────────────────────────┘│+ └───────────────────────────────────┘|}];Tensor.print ~with_code:false ~with_grad:false `Default @@ tk;[%expect{|- ┌───────────────────────────┐- │[7]: =>_tk shape 0:6,1:3 │- │┌──────┬──────────────────┐│- ││ │axis 1 ││- │├──────┼──────────────────┤│- ││axis 0│ 0.00 0.00 0.00 ││- ││ │ 0.00 0.00 1.00 ││- ││ │ ... ... ... ││- ││ │ 0.00 0.00 4.00 ││- ││ │ 0.00 0.00 5.00 ││- │└──────┴──────────────────┘│- └───────────────────────────┘+ ┌───────────────────────────────────┐+ │[7]: =>_tk shape 0:6,1:3 │+ │┌──────┬──────────────────────────┐│+ ││ │axis 1 ││+ │├──────┼──────────────────────────┤│+ ││axis 0│ 1.31e-40 0.00 0.00 ││+ ││ │ 0.00 0.00 1.00 ││+ ││ │ ... ... ... ││+ ││ │ 1.13e-3 4.58e-41 4.00 ││+ ││ │ 0.00 1.13e-3 5.00 ││+ │└──────┴──────────────────────────┘│+ └───────────────────────────────────┘|}]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- {|- ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────┐- │[0]: r3x2x4_a shape 0:3|2:4->1:2 │- │┌──────┬────────────────────────┬────────────────────────────────────┬────────────────────────────────────┐│- ││ │0 @ 0 │1 @ 0 │2 @ 0 ││- ││ │axis 2 │axis 2 │axis 2 ││- │├──────┼────────────────────────┼────────────────────────────────────┼────────────────────────────────────┤│- ││axis 1│ 0.00 1.00 2.00 3.00 │ 8.00 9.00 1.00e+1 1.10e+1 │ 1.60e+1 1.70e+1 1.80e+1 1.90e+1 ││- ││ │ 4.00 5.00 6.00 7.00 │ 1.20e+1 1.30e+1 1.40e+1 1.50e+1 │ 2.00e+1 2.10e+1 2.20e+1 2.30e+1 ││- │└──────┴────────────────────────┴────────────────────────────────────┴────────────────────────────────────┘│- └───────────────────────────────────────────────────────────────────────────────────────────────────────────┘- |}];+ {| [0]: r3x2x4_a shape 0:3|2:4->1:2 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ b;[%expect- {|- ┌────────────────────────────────────────────────────────────────┐- │[1]: r3x4x2x3_b shape 0:3|2:2,3:3->1:4 │- │┌──────┬───────────────────────────┬───────────────────────────┐│- ││0 @ 0 │0 @ 2 │1 @ 2 ││- ││ │axis 3 │axis 3 ││- │├──────┼───────────────────────────┼───────────────────────────┤│- ││axis 1│ 0.00 1.00 2.00 │ 3.00 4.00 5.00 ││- ││ │ 6.00 7.00 8.00 │ 9.00 1.00e+1 1.10e+1 ││- ││ │ 1.20e+1 1.30e+1 1.40e+1 │ 1.50e+1 1.60e+1 1.70e+1 ││- ││ │ 1.80e+1 1.90e+1 2.00e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││- │└──────┴───────────────────────────┴───────────────────────────┘│- ├────────────────────────────────────────────────────────────────┤- │┌──────┬───────────────────────────┬───────────────────────────┐│- ││1 @ 0 │0 @ 2 │1 @ 2 ││- ││ │axis 3 │axis 3 ││- │├──────┼───────────────────────────┼───────────────────────────┤│- ││axis 1│ 2.40e+1 2.50e+1 2.60e+1 │ 2.70e+1 2.80e+1 2.90e+1 ││- ││ │ 3.00e+1 3.10e+1 3.20e+1 │ 3.30e+1 3.40e+1 3.50e+1 ││- ││ │ 3.60e+1 3.70e+1 3.80e+1 │ 3.90e+1 4.00e+1 4.10e+1 ││- ││ │ 4.20e+1 4.30e+1 4.40e+1 │ 4.50e+1 4.60e+1 4.70e+1 ││- │└──────┴───────────────────────────┴───────────────────────────┘│- ├────────────────────────────────────────────────────────────────┤- │┌──────┬───────────────────────────┬───────────────────────────┐│- ││2 @ 0 │0 @ 2 │1 @ 2 ││- ││ │axis 3 │axis 3 ││- │├──────┼───────────────────────────┼───────────────────────────┤│- ││axis 1│ 4.80e+1 4.90e+1 5.00e+1 │ 5.10e+1 5.20e+1 5.30e+1 ││- ││ │ 5.40e+1 5.50e+1 5.60e+1 │ 5.70e+1 5.80e+1 5.90e+1 ││- ││ │ 6.00e+1 6.10e+1 6.20e+1 │ 6.30e+1 6.40e+1 6.50e+1 ││- ││ │ 6.60e+1 6.70e+1 6.80e+1 │ 6.90e+1 7.00e+1 7.10e+1 ││- │└──────┴───────────────────────────┴───────────────────────────┘│- └────────────────────────────────────────────────────────────────┘- |}];+ {| [1]: r3x4x2x3_b shape 0:3|2:2,3:3->1:4 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ c;[%expect{|@@ -1728,34 +1258,10 @@ let%expect_test "einsum permuting two leftmost input axes as output axes" =Train.forward_and_forget backend ctx c;Tensor.print ~with_code:false ~with_grad:false `Default @@ a;[%expect- {|- ┌───────────────────────────┐- │[0]: r2x2_a shape 1:2->0:2 │- │┌──────┬────────────┐ │- ││ │axis 1 │ │- │├──────┼────────────┤ │- ││axis 0│ 0.00 1.00 │ │- ││ │ 2.00 3.00 │ │- │└──────┴────────────┘ │- └───────────────────────────┘- |}];+ {| [0]: r2x2_a shape 1:2->0:2 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ b;[%expect- {|- ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐- │[1]: r2x2x3x4_b shape 1:2,2:3,3:4->0:2 │- │┌──────┬────────────────────────────────────┬────────────────────────────────────┬────────────────────────────────────┐│- ││ │0 @ 2 │1 @ 2 │2 @ 2 ││- ││ │axis 3 │axis 3 │axis 3 ││- │├──────┼────────────────────────────────────┼────────────────────────────────────┼────────────────────────────────────┤│- ││0 @ 1 │ 0.00 1.00 2.00 3.00 │ 4.00 5.00 6.00 7.00 │ 8.00 9.00 1.00e+1 1.10e+1 ││- ││axis 0│ 2.40e+1 2.50e+1 2.60e+1 2.70e+1 │ 2.80e+1 2.90e+1 3.00e+1 3.10e+1 │ 3.20e+1 3.30e+1 3.40e+1 3.50e+1 ││- │├──────┼────────────────────────────────────┼────────────────────────────────────┼────────────────────────────────────┤│- ││1 @ 1 │ 1.20e+1 1.30e+1 1.40e+1 1.50e+1 │ 1.60e+1 1.70e+1 1.80e+1 1.90e+1 │ 2.00e+1 2.10e+1 2.20e+1 2.30e+1 ││- ││axis 0│ 3.60e+1 3.70e+1 3.80e+1 3.90e+1 │ 4.00e+1 4.10e+1 4.20e+1 4.30e+1 │ 4.40e+1 4.50e+1 4.60e+1 4.70e+1 ││- │└──────┴────────────────────────────────────┴────────────────────────────────────┴────────────────────────────────────┘│- └───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘- |}];+ {| [1]: r2x2x3x4_b shape 1:2,2:3,3:4->0:2 <virtual> |}];Tensor.print ~with_code:false ~with_grad:false `Default @@ c;[%expect{|"/usr/bin/env" "bash" "-c" "opam exec -- dune build @install @check @runtest && rm -rf _build" failed with exit status 12025-07-01 09:57.52: Job failed: Failed: Build failed