2025-05-31 10:11.36: New job: test ahrefs/ocannl https://github.com/ahrefs/ocannl.git#refs/heads/master (d49bc965f5fe7c717cd2c17c3b7f5b0a883d11fb) (linux-x86_64:ubuntu-20.04-5.3_opam-2.3) Base: ocaml/opam:ubuntu-20.04-ocaml-5.3@sha256:b556a4c047d8b58d6832b1e4d9d72f2e657f9bebfa62f6169aa7f61ae05da6bd Opam project build To reproduce locally: git clone --recursive "https://github.com/ahrefs/ocannl.git" -b "master" && cd "ocannl" && git reset --hard d49bc965 cat > Dockerfile <<'END-OF-DOCKERFILE' FROM ocaml/opam:ubuntu-20.04-ocaml-5.3@sha256:b556a4c047d8b58d6832b1e4d9d72f2e657f9bebfa62f6169aa7f61ae05da6bd # ubuntu-20.04-5.3_opam-2.3 USER 1000:1000 ENV CLICOLOR_FORCE="1" ENV OPAMCOLOR="always" WORKDIR /src RUN sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam RUN opam init --reinit -ni RUN uname -rs && opam exec -- ocaml -version && opam --version WORKDIR /src RUN sudo chown opam /src RUN cd ~/opam-repository && (git cat-file -e 5d2fb3923b40a5570824690009441d947b823e8f || git fetch origin master) && git reset -q --hard 5d2fb3923b40a5570824690009441d947b823e8f && git log --no-decorate -n1 --oneline && opam update -u COPY --chown=1000:1000 neural_nets_lib.opam arrayjit.opam ./ RUN opam pin add -yn neural_nets_lib.dev './' && \ opam pin add -yn arrayjit.dev './' RUN echo '(lang dune 3.0)' > './dune-project' ENV DEPS="angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.2 base-bigarray.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 cmdliner.1.3.0 conf-libffi.2.0.0 conf-pkg-config.4 cppo.1.8.0 csexp.1.5.2 ctypes.0.23.0 ctypes-foreign.0.23.0 dune.3.19.0 dune-configurator.3.19.0 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.1.5-1 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.6.0.3 ppx_enumerate.v0.17.0 ppx_expect.v0.17.2 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.0 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.0 ppx_minidebug.2.2.0 ppx_optcomp.v0.17.0 ppx_sexp_conv.v0.17.0 ppx_string.v0.17.0 ppx_variants_conv.v0.17.0 ppxlib.0.35.0 ppxlib_jane.v0.17.2 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.12.0 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0" ENV CI="true" ENV OCAMLCI="true" RUN opam update --depexts && opam install --cli=2.3 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS RUN opam install $DEPS COPY --chown=1000:1000 . /src RUN opam exec -- dune build @install @check @runtest && rm -rf _build END-OF-DOCKERFILE docker build . END-REPRO-BLOCK 2025-05-31 10:11.36: Using cache hint "ahrefs/ocannl-ocaml/opam:ubuntu-20.04-ocaml-5.3@sha256:b556a4c047d8b58d6832b1e4d9d72f2e657f9bebfa62f6169aa7f61ae05da6bd-ubuntu-20.04-5.3_opam-2.3-835eddc584e7df6f658cedd74acb2691" 2025-05-31 10:11.36: Using OBuilder spec: ((from ocaml/opam:ubuntu-20.04-ocaml-5.3@sha256:b556a4c047d8b58d6832b1e4d9d72f2e657f9bebfa62f6169aa7f61ae05da6bd) (comment ubuntu-20.04-5.3_opam-2.3) (user (uid 1000) (gid 1000)) (env CLICOLOR_FORCE 1) (env OPAMCOLOR always) (workdir /src) (run (shell "sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam")) (run (shell "opam init --reinit -ni")) (run (shell "uname -rs && opam exec -- ocaml -version && opam --version")) (workdir /src) (run (shell "sudo chown opam /src")) (run (cache (opam-archives (target /home/opam/.opam/download-cache))) (network host) (shell "cd ~/opam-repository && (git cat-file -e 5d2fb3923b40a5570824690009441d947b823e8f || git fetch origin master) && git reset -q --hard 5d2fb3923b40a5570824690009441d947b823e8f && 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.v0.17.2 base-bigarray.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 cmdliner.1.3.0 conf-libffi.2.0.0 conf-pkg-config.4 cppo.1.8.0 csexp.1.5.2 ctypes.0.23.0 ctypes-foreign.0.23.0 dune.3.19.0 dune-configurator.3.19.0 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.1.5-1 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.6.0.3 ppx_enumerate.v0.17.0 ppx_expect.v0.17.2 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.0 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.0 ppx_minidebug.2.2.0 ppx_optcomp.v0.17.0 ppx_sexp_conv.v0.17.0 ppx_string.v0.17.0 ppx_variants_conv.v0.17.0 ppxlib.0.35.0 ppxlib_jane.v0.17.2 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")) ) 2025-05-31 10:11.36: Waiting for resource in pool OCluster 2025-05-31 10:11.36: Waiting for workerβ¦ 2025-05-31 10:11.36: Got resource from pool OCluster Building on phoebe.caelum.ci.dev HEAD is now at 367ff3b7 Claude's third pass at adding BF16, FP8: proper conversions in pure C Claude decided to provide full definitions to inline rather than just headers for jitted C sources, for performance. HEAD is now at d49bc965 Fixes #204 and #319: fix emulation of FP8, BF16 via single prec floats in Pure_C_config numerics (from ocaml/opam:ubuntu-20.04-ocaml-5.3@sha256:b556a4c047d8b58d6832b1e4d9d72f2e657f9bebfa62f6169aa7f61ae05da6bd) 2025-05-31 10:11.37 ---> using "44eca1e621c9d2ae5a7cb226bf9535627e9ad4eb1a4298fb05ee7eee3e942c25" from cache /: (comment ubuntu-20.04-5.3_opam-2.3) /: (user (uid 1000) (gid 1000)) /: (env CLICOLOR_FORCE 1) /: (env OPAMCOLOR always) /: (workdir /src) /src: (run (shell "sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam")) 2025-05-31 10:11.37 ---> using "fa6bcd6b9c901a593f7b9d47c80af8d06da035f3432897bc320e3a051c19bc35" from cache /src: (run (shell "opam init --reinit -ni")) Configuring from /home/opam/.opamrc and then from built-in defaults. Checking for available remotes: rsync and local, git. - you won't be able to use mercurial repositories unless you install the hg command on your system. - you won't be able to use darcs repositories unless you install the darcs command on your system. This development version of opam requires an update to the layout of /home/opam/.opam from version 2.0 to version 2.2, which can't be reverted. You may want to back it up before going further. Continue? [y/n] y [NOTE] The 'jobs' option was reset, its value was 31 and its new value will vary according to the current number of cores on your machine. You can restore the fixed value using: opam option jobs=31 --global Format upgrade done. <><> Updating repositories ><><><><><><><><><><><><><><><><><><><><><><><><><><> [default] Initialised 2025-05-31 10:11.37 ---> using "3ed00003605ea7bf8b9cf301a035a6c9a5062664f670f326408915fcc59a9187" from cache /src: (run (shell "uname -rs && opam exec -- ocaml -version && opam --version")) Linux 5.15.0-134-generic The OCaml toplevel, version 5.3.0 2.3.0 2025-05-31 10:11.37 ---> using "62bcf27bafb9be53fe068d3f9224a78a299c16e5d45763b9fbdbf92e9947cc2a" from cache /src: (workdir /src) /src: (run (shell "sudo chown opam /src")) 2025-05-31 10:11.37 ---> using "18932cafbba93cc50c838b74db5bedd4bef29c1fd0ea06f40b9ce878c25e00c4" from cache /src: (run (cache (opam-archives (target /home/opam/.opam/download-cache))) (network host) (shell "cd ~/opam-repository && (git cat-file -e 5d2fb3923b40a5570824690009441d947b823e8f || git fetch origin master) && git reset -q --hard 5d2fb3923b40a5570824690009441d947b823e8f && git log --no-decorate -n1 --oneline && opam update -u")) From https://github.com/ocaml/opam-repository * branch master -> FETCH_HEAD 35eb2f107a..5d2fb3923b master -> origin/master 5d2fb3923b Merge pull request #27963 from mseri/base-ppxlib <><> Updating package repositories ><><><><><><><><><><><><><><><><><><><><><><> [default] synchronised from git+file:///home/opam/opam-repository Everything as up-to-date as possible (run with --verbose to show unavailable upgrades). However, you may "opam upgrade" these packages explicitly, which will ask permission to downgrade or uninstall the conflicting packages. Nothing to do. # To update the current shell environment, run: eval $(opam env) 2025-05-31 10:11.37 ---> using "e45410ed8010b522e19d1db0d4ad4b51b42b7101deb84ba82bc93433ca326d9b" from cache /src: (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./)) 2025-05-31 10:11.37 ---> using "4a4fd46fe3427f54aa3038069f381b01071f82fa984380cc687af8483404fbf1" from cache /src: (run (network host) (shell "opam pin add -yn neural_nets_lib.dev './' && \ \nopam pin add -yn arrayjit.dev './'")) [neural_nets_lib.dev] synchronised (file:///src) neural_nets_lib is now pinned to file:///src (version dev) [arrayjit.dev] synchronised (file:///src) arrayjit is now pinned to file:///src (version dev) 2025-05-31 10:11.37 ---> using "ff511bb67952ea857d47d3daec1431669077201c2e1451685e614cb0b86055be" from cache /src: (run (network host) (shell "echo '(lang dune 3.0)' > './dune-project'")) 2025-05-31 10:11.37 ---> using "a98f8fab8580c2337c126ca87e61d9a325897828e7eb04dd66f4eeb19be839b2" from cache /src: (env DEPS "angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.2 base-bigarray.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 cmdliner.1.3.0 conf-libffi.2.0.0 conf-pkg-config.4 cppo.1.8.0 csexp.1.5.2 ctypes.0.23.0 ctypes-foreign.0.23.0 dune.3.19.0 dune-configurator.3.19.0 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.1.5-1 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.6.0.3 ppx_enumerate.v0.17.0 ppx_expect.v0.17.2 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.0 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.0 ppx_minidebug.2.2.0 ppx_optcomp.v0.17.0 ppx_sexp_conv.v0.17.0 ppx_string.v0.17.0 ppx_variants_conv.v0.17.0 ppxlib.0.35.0 ppxlib_jane.v0.17.2 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.12.0 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0") /src: (env CI true) /src: (env OCAMLCI true) /src: (run (cache (opam-archives (target /home/opam/.opam/download-cache))) (network host) (shell "opam update --depexts && opam install --cli=2.3 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS")) + /usr/bin/sudo "apt-get" "update" - Hit:1 http://archive.ubuntu.com/ubuntu focal InRelease - Get:2 http://archive.ubuntu.com/ubuntu focal-updates InRelease [128 kB] - Get:3 http://archive.ubuntu.com/ubuntu focal-backports InRelease [128 kB] - Get:4 http://security.ubuntu.com/ubuntu focal-security InRelease [128 kB] - Get:5 http://archive.ubuntu.com/ubuntu focal-updates/universe amd64 Packages [1599 kB] - Get:6 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 Packages [4919 kB] - Get:7 http://archive.ubuntu.com/ubuntu focal-updates/restricted amd64 Packages [4998 kB] - Get:8 http://security.ubuntu.com/ubuntu focal-security/multiverse amd64 Packages [33.1 kB] - Get:9 http://security.ubuntu.com/ubuntu focal-security/restricted amd64 Packages [4801 kB] - Get:10 http://security.ubuntu.com/ubuntu focal-security/main amd64 Packages [4431 kB] - Get:11 http://security.ubuntu.com/ubuntu focal-security/universe amd64 Packages [1308 kB] - Fetched 22.5 MB in 2s (9602 kB/s) - Reading package lists... - <><> Synchronising pinned packages ><><><><><><><><><><><><><><><><><><><><><><> [arrayjit.dev] synchronised (file:///src) [neural_nets_lib.dev] synchronised (file:///src) [NOTE] Package ocaml-options-vanilla is already installed (current version is 1). [NOTE] Package ocaml-config is already installed (current version is 3). [NOTE] Package ocaml-compiler is already installed (current version is 5.3.0). [NOTE] Package ocaml-base-compiler is already installed (current version is 5.3.0). [NOTE] Package ocaml is already installed (current version is 5.3.0). [NOTE] Package base-unix is already installed (current version is base). [NOTE] Package base-threads is already installed (current version is base). [NOTE] Package base-nnp is already installed (current version is base). [NOTE] Package base-effects is already installed (current version is base). [NOTE] Package base-domains is already installed (current version is base). [NOTE] Package base-bigarray is already installed (current version is base). The following system packages will first need to be installed: libffi-dev pkg-config <><> Handling external dependencies <><><><><><><><><><><><><><><><><><><><><><> + /usr/bin/sudo "apt-get" "install" "-qq" "-yy" "libffi-dev" "pkg-config" - debconf: delaying package configuration, since apt-utils is not installed - Selecting previously unselected package libglib2.0-0:amd64. - (Reading database ... (Reading database ... 5% (Reading database ... 10% (Reading database ... 15% (Reading database ... 20% (Reading database ... 25% (Reading database ... 30% (Reading database ... 35% (Reading database ... 40% (Reading database ... 45% (Reading database ... 50% (Reading database ... 55% (Reading database ... 60% (Reading database ... 65% (Reading database ... 70% (Reading database ... 75% (Reading database ... 80% (Reading database ... 85% (Reading database ... 90% (Reading database ... 95% (Reading database ... 100% (Reading database ... 14727 files and directories currently installed.) - Preparing to unpack .../0-libglib2.0-0_2.64.6-1~ubuntu20.04.9_amd64.deb ... - Unpacking libglib2.0-0:amd64 (2.64.6-1~ubuntu20.04.9) ... - Selecting previously unselected package libglib2.0-data. - Preparing to unpack .../1-libglib2.0-data_2.64.6-1~ubuntu20.04.9_all.deb ... - Unpacking libglib2.0-data (2.64.6-1~ubuntu20.04.9) ... - Selecting previously unselected package tzdata. - Preparing to unpack .../2-tzdata_2025b-0ubuntu0.20.04.1_all.deb ... - Unpacking tzdata (2025b-0ubuntu0.20.04.1) ... - Selecting previously unselected package libicu66:amd64. - Preparing to unpack .../3-libicu66_66.1-2ubuntu2.1_amd64.deb ... - Unpacking libicu66:amd64 (66.1-2ubuntu2.1) ... - Selecting previously unselected package libxml2:amd64. - Preparing to unpack .../4-libxml2_2.9.10+dfsg-5ubuntu0.20.04.10_amd64.deb ... - Unpacking libxml2:amd64 (2.9.10+dfsg-5ubuntu0.20.04.10) ... - Selecting previously unselected package shared-mime-info. - Preparing to unpack .../5-shared-mime-info_1.15-1_amd64.deb ... - Unpacking shared-mime-info (1.15-1) ... - Selecting previously unselected package xdg-user-dirs. - Preparing to unpack .../6-xdg-user-dirs_0.17-2ubuntu1_amd64.deb ... - Unpacking xdg-user-dirs (0.17-2ubuntu1) ... - Selecting previously unselected package pkg-config. - Preparing to unpack .../7-pkg-config_0.29.1-0ubuntu4_amd64.deb ... - Unpacking pkg-config (0.29.1-0ubuntu4) ... - Selecting previously unselected package libffi-dev:amd64. - Preparing to unpack .../8-libffi-dev_3.3-4_amd64.deb ... - Unpacking libffi-dev:amd64 (3.3-4) ... - Setting up xdg-user-dirs (0.17-2ubuntu1) ... - Setting up libglib2.0-0:amd64 (2.64.6-1~ubuntu20.04.9) ... - No schema files found: doing nothing. - Setting up libffi-dev:amd64 (3.3-4) ... - Setting up tzdata (2025b-0ubuntu0.20.04.1) ... - - Current default time zone: 'Europe/London' - Local time is now: Fri May 30 17:00:38 BST 2025. - Universal Time is now: Fri May 30 16:00:38 UTC 2025. - Run 'dpkg-reconfigure tzdata' if you wish to change it. - - Setting up libglib2.0-data (2.64.6-1~ubuntu20.04.9) ... - Setting up pkg-config (0.29.1-0ubuntu4) ... - Setting up libicu66:amd64 (66.1-2ubuntu2.1) ... - Setting up libxml2:amd64 (2.9.10+dfsg-5ubuntu0.20.04.10) ... - Setting up shared-mime-info (1.15-1) ... - Processing triggers for libc-bin (2.31-0ubuntu9.17) ... 2025-05-31 10:11.37 ---> using "9a36834079c19c8025fc03f8d367db5b62c410d514fac6cbafebf63a6d71a3f5" from cache /src: (run (cache (opam-archives (target /home/opam/.opam/download-cache))) (network host) (shell "opam install $DEPS")) [NOTE] Package ocaml-options-vanilla is already installed (current version is 1). [NOTE] Package ocaml-config is already installed (current version is 3). [NOTE] Package ocaml-compiler is already installed (current version is 5.3.0). [NOTE] Package ocaml-base-compiler is already installed (current version is 5.3.0). [NOTE] Package ocaml is already installed (current version is 5.3.0). [NOTE] Package base-unix is already installed (current version is base). [NOTE] Package base-threads is already installed (current version is base). [NOTE] Package base-nnp is already installed (current version is base). [NOTE] Package base-effects is already installed (current version is base). [NOTE] Package base-domains is already installed (current version is base). [NOTE] Package base-bigarray is already installed (current version is base). The following actions will be performed: === install 75 packages - install angstrom 0.16.1 - install astring 0.8.5 - install backoff 0.1.1 - install base v0.17.2 - install bigarray-compat 1.1.0 - install bigstringaf 0.10.0 - install camlp-streams 5.0.1 - install cmdliner 1.3.0 - install conf-libffi 2.0.0 - install conf-pkg-config 4 - install cppo 1.8.0 - install csexp 1.5.2 - install ctypes 0.23.0 - install ctypes-foreign 0.23.0 - install dune 3.19.0 - install dune-configurator 3.19.0 - 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 1.5-1 - 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 6.0.3 - install ppx_enumerate v0.17.0 - install ppx_expect v0.17.2 - install ppx_fields_conv v0.17.0 - install ppx_globalize v0.17.0 - install ppx_hash v0.17.0 - install ppx_here v0.17.0 - install ppx_inline_test v0.17.0 - install ppx_minidebug 2.2.0 - install ppx_optcomp v0.17.0 - install ppx_sexp_conv v0.17.0 - install ppx_string v0.17.0 - install ppx_variants_conv v0.17.0 - install ppxlib 0.35.0 - install ppxlib_jane v0.17.2 - 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.v0.17.2 (cached) -> retrieved bigarray-compat.1.1.0 (cached) -> retrieved bigstringaf.0.10.0 (cached) -> retrieved camlp-streams.5.0.1 (cached) -> retrieved cmdliner.1.3.0 (cached) -> retrieved cppo.1.8.0 (cached) -> installed conf-pkg-config.4 -> retrieved csexp.1.5.2 (cached) -> retrieved ctypes.0.23.0, ctypes-foreign.0.23.0 (cached) -> installed conf-libffi.2.0.0 -> retrieved fieldslib.v0.17.0 (cached) -> retrieved fmt.0.10.0 (cached) -> retrieved integers.0.7.0 (cached) -> retrieved jane-street-headers.v0.17.0 (cached) -> retrieved jst-config.v0.17.0 (cached) -> retrieved logs.0.8.0 (cached) -> retrieved mtime.2.1.0 (cached) -> retrieved mdx.2.5.0 (cached) -> retrieved multicore-magic.2.3.1 (cached) -> retrieved num.1.5-1 (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.6.0.3 (cached) -> retrieved ppx_fields_conv.v0.17.0 (cached) -> retrieved ppx_expect.v0.17.2 (cached) -> retrieved ppx_globalize.v0.17.0 (cached) -> retrieved ppx_hash.v0.17.0 (cached) -> retrieved ppx_here.v0.17.0 (cached) -> retrieved ppx_inline_test.v0.17.0 (cached) -> retrieved ppx_optcomp.v0.17.0 (cached) -> retrieved dune.3.19.0, dune-configurator.3.19.0 (cached) -> retrieved ppx_minidebug.2.2.0 (cached) -> retrieved ppx_sexp_conv.v0.17.0 (cached) -> retrieved ppx_string.v0.17.0 (cached) -> retrieved ppx_variants_conv.v0.17.0 (cached) -> retrieved ppxlib_jane.v0.17.2 (cached) -> retrieved ptime.1.2.0 (cached) -> installed cmdliner.1.3.0 -> installed num.1.5-1 -> retrieved re.1.12.0 (cached) -> retrieved result.1.5 (cached) -> retrieved saturn_lockfree.0.5.0 (cached) -> retrieved seq.base (cached) -> installed seq.base -> retrieved sexplib.v0.17.0 (cached) -> retrieved sexplib0.v0.17.0 (cached) -> retrieved stdio.v0.17.0 (cached) -> retrieved stdlib-shims.0.3.0 (cached) -> retrieved ppxlib.0.35.0 (cached) -> retrieved printbox.0.12, printbox-ext-plot.0.12, printbox-html.0.12, printbox-md.0.12, printbox-text.0.12 (cached) -> retrieved thread-local-storage.0.2 (cached) -> retrieved time_now.v0.17.0 (cached) -> retrieved topkg.1.0.8 (cached) -> retrieved tyxml.4.6.0 (cached) -> retrieved uutf.1.0.4 (cached) -> retrieved variantslib.v0.17.0 (cached) -> retrieved uucp.16.0.0 (cached) -> installed ocamlbuild.0.16.1 -> installed ocamlfind.1.9.8 -> installed 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.3.19.0 -> installed csexp.1.5.2 -> installed backoff.0.1.1 -> installed bigarray-compat.1.1.0 -> installed camlp-streams.5.0.1 -> installed jane-street-headers.v0.17.0 -> installed multicore-magic.2.3.1 -> installed ocaml-version.4.0.1 -> installed ocaml_intrinsics_kernel.v0.17.1 -> installed pprint.20230830 -> installed ppx_derivers.1.2.1 -> installed printbox.0.12 -> installed result.1.5 -> installed sexplib0.v0.17.0 -> installed stdlib-shims.0.3.0 -> installed thread-local-storage.0.2 -> installed cppo.1.8.0 -> installed ocaml-syntax-shims.1.0.0 -> installed ocaml-compiler-libs.v0.17.0 -> installed re.1.12.0 -> installed integers.0.7.0 -> installed saturn_lockfree.0.5.0 -> installed parsexp.v0.17.0 -> installed dune-configurator.3.19.0 -> installed bigstringaf.0.10.0 -> installed sexplib.v0.17.0 -> installed angstrom.0.16.1 -> installed mdx.2.5.0 -> installed tyxml.4.6.0 -> installed printbox-html.0.12 -> installed uucp.16.0.0 -> installed ctypes.0.23.0 -> installed printbox-text.0.12 -> installed printbox-md.0.12 -> installed printbox-ext-plot.0.12 -> installed base.v0.17.2 -> installed ctypes-foreign.0.23.0 -> installed variantslib.v0.17.0 -> installed fieldslib.v0.17.0 -> installed stdio.v0.17.0 -> installed ppxlib.0.35.0 -> installed ppxlib_jane.v0.17.2 -> installed ppx_optcomp.v0.17.0 -> installed ppx_variants_conv.v0.17.0 -> installed ppx_cold.v0.17.0 -> installed ppx_here.v0.17.0 -> installed ppx_fields_conv.v0.17.0 -> installed ppx_enumerate.v0.17.0 -> installed ppx_globalize.v0.17.0 -> installed ppx_deriving.6.0.3 -> installed ppx_compare.v0.17.0 -> installed ppx_sexp_conv.v0.17.0 -> installed ppx_hash.v0.17.0 -> installed ppx_assert.v0.17.0 -> installed ppx_minidebug.2.2.0 -> 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.v0.17.0 -> installed ppx_expect.v0.17.2 Done. # To update the current shell environment, run: eval $(opam env) 2025-05-31 10:11.37 ---> using "b12fb1b84e3747b2c23cd5bae05ffeeb7a8c7171e54ccaf4c4de174d20b2d57f" from cache /src: (copy (src .) (dst /src)) 2025-05-31 10:11.38 ---> saved as "16e54fc27541be7ff399c5b02a0d7bb15db13128328298e122fa0f2ff7c47e9d" /src: (run (shell "opam exec -- dune build @install @check @runtest && rm -rf _build")) File "arrayjit/test/dune", line 6, characters 7-15: 6 | (pps ppx_jane))) ^^^^^^^^ Error: Library "ppx_jane" not found. -> required by _build/default/arrayjit/test/.merlin-conf/exe-test_numerical_types -> required by alias arrayjit/test/check (cd _build/default/test/config && ../../arrayjit/bin/read_config.exe --read=backend) Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/config/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file Wrote value of 'backend' to ocannl_backend.txt (cd _build/default/test_ppx && ./test_ppx_op_expected.exe) Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test_ppx/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/default/test_ppx && ./test_ppx_op.exe) Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test_ppx/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/603cadaea9d1353529a866c96a784b27/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/603cadaea9d1353529a866c96a784b27/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/603cadaea9d1353529a866c96a784b27/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition 'Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/ee5fac5ab25fd659263db346d98bdfaa/default/test/ocannl_config.' -source-tree-root .. -diff-cmd -) Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/603cadaea9d1353529a866c96a784b27/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/603cadaea9d1353529a866c96a784b27/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/603cadaea9d1353529a866c96a784b27/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/603cadaea9d1353529a866c96a784b27/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/603cadaea9d1353529a866c96a784b27/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file File "test/dune", lines 30-40, characters 0-281: 30 | (rule 31 | (alias runtest) 32 | (target 33 | (dir log_files)) 34 | (action 35 | (run 36 | %{dep:micrograd_demo_logging.exe} 37 | "--ocannl_debug_backend=text" 38 | "--ocannl_log_file_stem=micrograd_demo_logging" 39 | "--ocannl_log_main_domain_to_stdout=false" 40 | "--ocannl_debug_log_to_stream_files=true"))) (cd _build/default/test && ./micrograd_demo_logging.exe --ocannl_debug_backend=text --ocannl_log_file_stem=micrograd_demo_logging --ocannl_log_main_domain_to_stdout=false --ocannl_debug_log_to_stream_files=true) Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file Retrieving commandline, environment, or config file variable ocannl_backend Found multicore_cc, in the config file Retrieving commandline, environment, or config file variable ocannl_cd_ident_style Not found, using default heuristic Retrieving commandline, environment, or config file variable ocannl_ll_ident_style Not found, using default heuristic Retrieving commandline, environment, or config file variable ocannl_prefer_backend_uniformity Found true, in the config file Retrieving commandline, environment, or config file variable ocannl_debug_log_to_stream_files Found true, commandline --ocannl_debug_log_to_stream_files=true Retrieving commandline, environment, or config file variable ocannl_cc_backend_optimization_level Not found, using default 3 Retrieving commandline, environment, or config file variable ocannl_cc_backend_compiler_command Not found, using default gcc Fatal error: exception File "src/printbox-text/PrintBox_text.ml", line 212, characters 6-12: Assertion failed Raised at PrintBox_text.Output.Make_out.to_buf_aux_ in file "src/printbox-text/PrintBox_text.ml", line 212, characters 6-50 Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 19-42 Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41 Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41 Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41 Called from PrintBox_text.Output.Make_out.render in file "src/printbox-text/PrintBox_text.ml", line 242, characters 14-64 Called from PrintBox_text.output in file "src/printbox-text/PrintBox_text.ml", line 851, characters 2-31 Called from Minidebug_runtime.PrintBox.output_box in file "minidebug_runtime.ml", line 1527, characters 19-59 Called from Minidebug_runtime.PrintBox.close_log_impl.close_tree in file "minidebug_runtime.ml", line 1572, characters 6-38 Called from Backends.Add_buffer_retrieval_and_syncing.sync_routine in file "arrayjit/lib/backends.ml", lines 144-172, characters 31-82 Called from Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 454-455, characters 4-92 Re-raised at Backends.Raise_backend.link in file "arrayjit/lib/backends.ml", lines 441-455, characters 23-92 Called from Dune__exe__Micrograd_demo_logging in file "test/micrograd_demo_logging.ml", line 34, characters 13-77 (cd _build/.sandbox/603cadaea9d1353529a866c96a784b27/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/603cadaea9d1353529a866c96a784b27/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/603cadaea9d1353529a866c96a784b27/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/603cadaea9d1353529a866c96a784b27/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/603cadaea9d1353529a866c96a784b27/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/603cadaea9d1353529a866c96a784b27/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/603cadaea9d1353529a866c96a784b27/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/603cadaea9d1353529a866c96a784b27/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/603cadaea9d1353529a866c96a784b27/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/603cadaea9d1353529a866c96a784b27/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/603cadaea9d1353529a866c96a784b27/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/603cadaea9d1353529a866c96a784b27/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file File "test/zero2hero_1of7.ml", line 1, characters 0-0: /usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/zero2hero_1of7.ml _build/.sandbox/603cadaea9d1353529a866c96a784b27/default/test/zero2hero_1of7.ml.corrected diff --git a/_build/default/test/zero2hero_1of7.ml b/_build/.sandbox/603cadaea9d1353529a866c96a784b27/default/test/zero2hero_1of7.ml.corrected index 13e90be..138e4eb 100644 --- a/_build/default/test/zero2hero_1of7.ml +++ b/_build/.sandbox/603cadaea9d1353529a866c96a784b27/default/test/zero2hero_1of7.ml.corrected @@ -226,10 +226,10 @@ let%expect_test "Graph drawing fetch" = β( β # # ## β βx β ## # β β) β # # β - β β # # ### **β - β β ## # * **** β + β β # # ## **β + β β ## # # * **** β β β # # ## * **** β - β β ### ## * *** β + β β ### ## * **** β β β # # # ##** ** β β β #### # ###* * β β β # #### # # ## # #### β @@ -328,11 +328,11 @@ let%expect_test "Simple gradients hosted" = #9 grad_+_d β#11 grad_f -2.00 β 4.00 #4 *._e β#6 c β - -6.00 β 1.02e+1 β + -6.00 β 1.01e+1 β #5 grad_*._e β#7 grad_cβ -2.00 β -2.00 β #0 a β#2 b β β - 1.40 β -2.60 β β + 1.39 β -2.59 β β #1 grad_aβ#3 grad_bβ β 6.00 β -4.00 β β |}]; @@ -344,7 +344,7 @@ let%expect_test "Simple gradients hosted" = [%expect {| #12 *._l - -1.57e+1 + -1.58e+1 #13 grad_*._l 1.00 #8 +_d β#10 f @@ -352,13 +352,13 @@ let%expect_test "Simple gradients hosted" = #9 grad_+_d β#11 grad_f -2.40 β 6.56 #4 *._e β#6 c β - -3.64 β 1.02e+1 β + -3.62 β 1.01e+1 β #5 grad_*._e β#7 grad_cβ -2.40 β -2.40 β #0 a β#2 b β β - 1.40 β -2.60 β β + 1.39 β -2.59 β β #1 grad_aβ#3 grad_bβ β - 6.24 β -3.36 β β + 6.25 β -3.35 β β |}] let%expect_test "Simple gradients virtual" = @@ -460,11 +460,11 @@ let%expect_test "Simple gradients virtual" = #9 grad_+_d Virt/40 β#11 grad_f Dev-stream/41 <void> β<void> #4 *._e Virt/152 β#6 c β - <void> β 1.02e+1 β + <void> β 1.01e+1 β #5 grad_*._e Virt/40 β#7 grad_c Dev-stream/41β <void> β<void> β #0 a β#2 b β β - 1.40 β -2.60 β β + 1.39 β -2.59 β β #1 grad_a Dev-stream/41β#3 grad_b Dev-stream/41β β <void> β<void> β β |}]; @@ -475,7 +475,7 @@ let%expect_test "Simple gradients virtual" = [%expect {| #12 *._l - -1.57e+1 + -1.58e+1 #13 grad_*._l Virt/40 <void> #8 +_d Local/46 β#10 f @@ -483,11 +483,11 @@ let%expect_test "Simple gradients virtual" = #9 grad_+_d Virt/40 β#11 grad_f Dev-stream/41 <void> β<void> #4 *._e Virt/152 β#6 c β - <void> β 1.02e+1 β + <void> β 1.01e+1 β #5 grad_*._e Virt/40 β#7 grad_c Dev-stream/41β <void> β<void> β #0 a β#2 b β β - 1.40 β -2.60 β β + 1.39 β -2.59 β β #1 grad_a Dev-stream/41β#3 grad_b Dev-stream/41β β <void> β<void> β β |}] @@ -512,11 +512,11 @@ let%expect_test "2D neuron hosted" = [%expect {| #8 +_v - 7.00e-1 + 6.87e-1 #9 grad_+_v 1.00 #6 * β#0 b - -6.00 β 6.70 + -6.00 β 6.68 #7 grad_* β#1 grad_b 1.00 β 1.00 #2 w β#4 x β @@ -539,11 +539,11 @@ let%expect_test "2D neuron virtual" = [%expect {| #8 +_v - 7.00e-1 + 6.87e-1 #9 grad_+_v Virt/40 <void> #6 * Local/46 β#0 b - <void> β 6.70 + <void> β 6.68 #7 grad_* Virt/40 β#1 grad_b Local/46 <void> β<void> #2 w β#4 x β File "test/primitive_ops.ml", line 1, characters 0-0: /usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/primitive_ops.ml _build/.sandbox/603cadaea9d1353529a866c96a784b27/default/test/primitive_ops.ml.corrected diff --git a/_build/default/test/primitive_ops.ml b/_build/.sandbox/603cadaea9d1353529a866c96a784b27/default/test/primitive_ops.ml.corrected index 71c4c28..395f014 100644 --- a/_build/default/test/primitive_ops.ml +++ b/_build/.sandbox/603cadaea9d1353529a866c96a784b27/default/test/primitive_ops.ml.corrected @@ -177,8 +177,8 @@ let%expect_test "exp(x)" = β β * β β β β β β * β - β β * β β β β + β β * β β β * β βf β * β β( β * β @@ -242,19 +242,19 @@ let%expect_test "log(x)" = β β * β β β * β β β ** β - β β ** #############β - β β *** ################### #### β + β β ** ############β + β β *** ################### ##### β β β ****** ######### #### ## β β β ******** *****##### #### β - β β ###### ## ***** ************* **** ********************* ******* β - β β- - - - ####### - - - - - - - - - - - - - **********β + β β ###### ## ***** ************* **** ********************* ***** β + β β- - - - ####### - - - - - - - - - - - - - ************β β β ### # β β β #### β β β ## β β β ## β β β ## β β β # β - β -2.30 β# β + β -2.29 β# β ββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ β β1.00e-1 5.00β β β x β @@ -299,8 +299,8 @@ let%expect_test "log2(x)" = β β *** ################### #### β β β ****** ######### #### ## β β β ******** *****##### #### β - β β ###### ## ***** ************* **** ********************* ******* β - β β- - - - ####### - - - - - - - - - - - - - **********β + β β ###### ## ***** ************* **** ********************* ******** β + β β- - - - ####### - - - - - - - - - - - - - -*********β β β ### # β β β #### β β β ## β @@ -320,51 +320,51 @@ let%expect_test "sin(x)" = PrintBox_text.output Stdio.stdout plot_box; [%expect {| - βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β 9.99e-1 β # β - β β#### ## *** ** ### ### β - β β # ** ** # # β - β β # * * # # β - β β # # # β - β β # * * # # β - β β * * # β - β β # * #* β - β β # # # β - β β * * β - β β # * # * # β - β β # # β - β β # * * β - β β # # # β - β β* * * *β - β β # # # β - β β * * * * β - β β # # # β - βf β * * * * β - β( β # # # β - βx β- * - - - - - - *- - - - - - * - - - - - -* β - β) β # # # β - β β * * * * β - β β # # # β - β β * * * * β - β β # # # β - β β * * * * β - β β # # # β - β β * * * # * β - β β # * # * β - β β * # # # * β - β β * * * * β - β β # # # β - β β * * # * #* β - β β * * * * β - β β * # # * # β - β β * * # # * * # β - β β * * # # * * # β - β β ** * # # * ** # β - β -9.99e-1β * ***** ####### **** * ## ####β - βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ - β β-5.00 5.00β - β β x β - βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + ββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β 1.00 β # * # β + β β#### ## ** ** ### ### β + β β # ** ** # # β + β β # * * # # β + β β # # # β + β β # * * # # β + β β * * # β + β β # * #* β + β β # # # β + β β * * β + β β # # # β + β β * # * # β + β β # * * β + β β # # # β + β β* * * *β + β β # # # β + β β * * * * β + β β # # # β + βf β * * * * β + β( β # # # β + βx β- * - - - - - - *- - - - - - * - - - - - -* β + β) β # # # β + β β * * * * β + β β # # # β + β β * * * * β + β β # # # β + β β * * * * β + β β # # # β + β β * * * # * β + β β # * # * β + β β * # # # * β + β β * * * * β + β β # * # * # β + β β * # #* β + β β * * * * β + β β * # # * # β + β β * * # # * * # β + β β * * # # * * # β + β β ** * # # * ** # β + β -1.00β * ***** ####### **** * ## ####β + ββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ + β β-5.00 5.00β + β β x β + ββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}] let%expect_test "cos(x)" = @@ -373,51 +373,51 @@ let%expect_test "cos(x)" = PrintBox_text.output Stdio.stdout plot_box; [%expect {| - βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β 9.99e-1 β * β - β β *** *** ### ## ** ****β - β β * * ## ## * β - β β * * # # * β - β β * * * β - β β * * # # * β - β β * # # β - β β # * # * β - β β * * * β - β β # # β - β β * # * # * β - β β * * β - β β # # * β - β β * * * β - β β# # # #β - β β * * * β - β β # # # # β - β β * * * β - βf β # # # # β - β( β * * * β - βx β- # - - - - - - #- - - - - - # - - - - - -# β - β) β * * * β - β β # # # # β - β β * * * β - β β # # # # β - β β * * * β - β β # # # # β - β β * * * β - β β # * # # # β - β β # * # * β - β β # * * * # β - β β # # # # β - β β * * * β - β β #* # * # # β - β β # # * # β - β β * # * * # β - β β * # # * * # # β - β β * # # * * # # β - β β * ## # * * # ## β - β -9.99e-1β**** ** # ##### ******* #### # β - βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ - β β-5.00 5.00β - β β x β - βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + ββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β 1.00 β * # * β + β β *** *** ## ## ** ***β + β β * * ## ## * β + β β * * # # * β + β β * * * β + β β * * # # * β + β β * # # β + β β # * # * β + β β * * * β + β β # # β + β β * * * β + β β * # * # β + β β # # * β + β β * * * β + β β# # # #β + β β * * * β + β β # # # # β + β β * * * β + βf β # # # # β + β( β * * * β + βx β- # - - - - - - #- - - - - - # - - - - - -# β + β) β * * * β + β β # # # # β + β β * * * β + β β # # # # β + β β * * * β + β β # # # # β + β β * * * β + β β # * # # # β + β β # * # * β + β β # * * * # β + β β # # # # β + β β * # * # * β + β β #* * # β + β β # # * # β + β β * # * * # β + β β * # # * * # # β + β β * # # * * # # β + β β * ## # * * # ## β + β -1.00β**** ** # ##### ******* #### # β + ββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ + β β-5.00 5.00β + β β x β + ββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}] let%expect_test "neg(x)" = @@ -534,27 +534,27 @@ let%expect_test "sqrt(x)" = {| βββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ β 2.23β #β - β β ##### β - β β ##### β - β β #### β - β β ## ## β + β β #### β + β β ###### β + β β ##### β + β β ## # β β β ##### β - β β #### β - β β ##### β + β β ##### β + β β #### β β β #### β β β ## # β β β # ## β - β β ### β - β β* #### β + β β #### β + β β* ### β β β #### β β β # # β - β β ### β - β β ### β - β β * ### β + β β #### β + β β ### β + β β * ## β βf β ## β β( β ### β - βx β * ### β - β) β ## β + βx β * ## β + β) β ### β β β * ## β β β # ## β β β * ## β @@ -563,9 +563,9 @@ let%expect_test "sqrt(x)" = β β *# β β β # ** β β β ## *** β - β β # * * β - β β # ***** β - β β # ******** β + β β # * ** β + β β # ***** β + β β # ******* β β β # * ********** β β β# * ************* **** β β β * ********************* ************ β @@ -639,23 +639,23 @@ let%expect_test "recip_sqrt(x)" = [%expect {| βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β 3.16 β# β + β 3.15 β# β β β β β β ## β β β ## β β β ####### β - β β ### ############## ##### β - β β ##### ############# #### ##################### #################β - β β- - - - - - -********** *************-****-********************* *****************β - β β * ************** β - β β **** β + β β ### ############## #### β + β β ###### ############# #### ##################### #################β + β β- - - - - - - ******** *************-****-********************* *****************β + β β * ************** ** β + β β ***** β β β *** β β β * β β β * β β β * β β β β - β β * β β β β + β β * β β β β βf β β β( β * β @@ -678,7 +678,7 @@ let%expect_test "recip_sqrt(x)" = β β β β β β β β β - β -1.58e+1β* β + β -1.56e+1β* β βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ β β1.00e-1 5.00β β β x β @@ -691,51 +691,51 @@ let%expect_test "tanh(x)" = PrintBox_text.output Stdio.stdout plot_box; [%expect {| - βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β 9.99e-1 β #β - β β ** * ############## #### ####### ### β - β β * * #### β - β β * * ## β - β β * * # β - β β * * ## β - β β # β - β β * * β - β β * * β - β β # β - β β * # * β - β β * * β - β β # β - β β * # * β - β β * * β - β β * # * β - β β ** ** β - β β ** # ** β - βf β ** ** β - β( β * ***** # ****** β - βx β**** *** *** *** ********- - - - - - - - - - ******* **** *******-****β - β) β # β - β β β - β β # β - β β β - β β # β - β β β - β β # β - β β # β - β β β - β β # β - β β # β - β β # β - β β β - β β # β - β β ## β - β β # β - β β ## β - β β #### β - β -9.99e-1β#### ### ### ### ######## ###### β - βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ - β β-5.00 5.00β - β β x β - βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + ββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β 1.00 β ### ####### ####β + β β ** * ############## # β + β β * * #### β + β β * * ## β + β β * * # β + β β * * ## β + β β # β + β β * * β + β β * * β + β β # β + β β * # * β + β β * * β + β β # β + β β * # * β + β β * * β + β β * # * β + β β ** ** β + β β ** # ** β + βf β *** *** β + β( β * **** # ***** β + βx β**** *** *** *** ********- - - - - - - - - - ******* **** *******-****β + β) β # β + β β β + β β # β + β β β + β β # β + β β β + β β # β + β β # β + β β β + β β # β + β β # β + β β # β + β β β + β β # β + β β ## β + β β # β + β β ## β + β β #### β + β -1.00β#### ### ### ### ######## ###### β + ββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ + β β-5.00 5.00β + β β x β + ββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}] let%expect_test "where(x < 0, sin(x), cos(x))" = @@ -744,49 +744,49 @@ let%expect_test "where(x < 0, sin(x), cos(x))" = PrintBox_text.output Stdio.stdout plot_box; [%expect {| - βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β 9.99e-1 β # * β - β β#### ## *** ## ** ***β - β β # ** ## * β - β β # * # * β - β β # * β - β β # * # * β - β β * # β - β β # * # * β - β β # * β - β β * # β - β β # * # * β - β β β - β β # * # * β - β β # * β - β β* * # #β - β β # * β - β β * * # # β - β β # * β - βf β * * # # β - β( β # * β - βx β- * - - - - - - *- - - - - - # - - - - - -# β - β) β # * * β - β β * * # # β - β β # # * * β - β β * * # # β - β β # # * * β - β β * * # # β - β β # # * * β - β β * * # # β - β β # * # * # * β - β β * # # * * # β - β β * * # # β - β β # # * * β - β β * * # * # # β - β β * * * # β - β β * # # * * # β - β β * * # # * * # # β - β β * * # # * * # # β - β β ** * # # * * # ## β - β -9.99e-1β * ***** ####### ******* #### # β - βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ - β β-5.00 5.00β - β β x β - βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + ββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β 1.00 β # * * β + β β#### ## ** ## ** ***β + β β # ** ## * β + β β # * # * β + β β # * β + β β # * # * β + β β * # β + β β # * # * β + β β # * β + β β * # β + β β # * β + β β * # β + β β # * # * β + β β # * β + β β* * # #β + β β # * β + β β * * # # β + β β # * β + βf β * * # # β + β( β # * β + βx β- * - - - - - - *- - - - - - # - - - - - -# β + β) β # * * β + β β * * # # β + β β # # * * β + β β * * # # β + β β # # * * β + β β * * # # β + β β # # * * β + β β * * # # β + β β # * # * # * β + β β * # # * * # β + β β * * # # β + β β # * # * # * β + β β * # * # β + β β * * * # β + β β * # # * * # β + β β * * # # * * # # β + β β * * # # * * # # β + β β ** * # # * * # ## β + β -1.00β * ***** ####### ******* #### # β + ββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ + β β-5.00 5.00β + β β x β + ββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}] File "test/micrograd_demo.ml", line 1, characters 0-0: /usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/micrograd_demo.ml _build/.sandbox/603cadaea9d1353529a866c96a784b27/default/test/micrograd_demo.ml.corrected diff --git a/_build/default/test/micrograd_demo.ml b/_build/.sandbox/603cadaea9d1353529a866c96a784b27/default/test/micrograd_demo.ml.corrected index 62a1f34..5040ca9 100644 --- a/_build/default/test/micrograd_demo.ml +++ b/_build/.sandbox/603cadaea9d1353529a866c96a784b27/default/test/micrograd_demo.ml.corrected @@ -78,7 +78,7 @@ let%expect_test "Micrograd README basic example" = βββ¬ββββββββββ β βββaxis 0 β β βββΌββββββββββ€ β - βββ 6.45e+2 β β + βββ 6.44e+2 β β βββ΄ββββββββββ β ββββββββββββββββββββββββββ |}] @@ -191,44 +191,44 @@ let%expect_test "Micrograd half-moons example" = ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ β****************************#***********************************************************************β β****************************###***###***#***********************************************************β - β***************************#********#***#***********************************************************β - β********************#*********************##*#*#****************************************************β - β******************#***#*****##*#*#*#****#*#*#*##****************************************************β - β**************#*#**###**#*##**##********#**#****###**#**********************************************β - β***********#***##***#**##*****************#*#*##*###**********************************************..β - β***************#**###******************************##*#******************************************...β - β*************#*****#******************************#*#***#*#*************************************....β - β*********#***#******************......************##*###**#************************************.....β - β******#***#*#*#****************........******************#*#*********************************.......β - β*****###****#****************...........****************#***********************************........β - β*******#*###****************.............******************#*#*****************************.........β - β**********##***************.......%%......***************#**##****************************..........β - β*****#***#****************......%..%%......*********************************************..........%.β - β**####*******************......%..%..........****************##*#**********************........%...%β - β****#*******************.......%%..%..........***************#*#**********************.........%....β - β*#****##***************.........%....%.........************##***#********************.......%...%%..β - β****#*#***************.........%..%.%...........*************#**#*******************..........%.%...β - β##*##****************............%...............**************#*##****************.........%.%.%%%.β - β**#####************............%...%%.............*******************************...........%..%.%..β - β******************...............%.%.%%............*********#*#*#*#*************................%%..β - β***##************................%..%..%............************#*#************.............%...%...β - β##**#***********...................%...%.............********#**###***********...........%.%%.......β - β###************..................%.%.%................***********##**********..................%....β - β**##**********.........................................**********#*********.............%%.%..%.....β - β**#**********......................%%...................********##********..............%%.%........β - β************..........................%..................****#**#********...................%.......β - β***********.........................%%.%..................*****##******...............%..%..........β - β**********.............................%%..................***********.................%%.%%........β - β*********..............................%...%................*******.....................%%%.........β - β********...................................%..%....................................%.....%..........β - β*******.................................%%..%.%................................%.%.%.%%.............β - β******.....................................%%.%...%%.%.......................%%%....%.%.%...........β - β*****....................................%.....%.%..%....................%.....%%.%.%...............β - β****........................................%%...%.%%%%..%.......%.........%%.%%....................β - β***...............................................%..%.......%..%%%%...%.%..%.%.....................β - β**.................................................%.%.%............%..%...%........................β - β*.................................................%....%.%......%%...%.%............................β - β..........................................................%..%......%%%.............................β + β***************************#********#***#*#*********************************************************β + β********************#**********************#*#*#****************************************************β + β******************##**#*****##*#*#*#****#*#*#*#*#***************************************************β + β**************#*#***#***#*##*#*#********#**#****###**#**********************************************β + β***********#***##*#*#**##*****************#*#*##*###***********************************************.β + β***************#***##******************************##*#*******************************************..β + β*************#*****#******************************#*#**#**#**************************************...β + β*********#***#*****************......*************##*###*#*#************************************....β + β******#***#*#*#***************........*******************#*************************************.....β + β*****###****#****************...........****************#*************************************......β + β******####*#****************.............******************#*#*******************************.......β + β**********##***************.......%%......***************#**##*****************************.........β + β*****#***#****************......%..%%......***********************************************.........%β + β**####*******************......%.%%.........****************###*#************************......%...%β + β****#*******************.......%%..%.........****************#*#************************.......%....β + β##****##***************.........%....%........*************##***#**********************.....%...%%..β + β***##*#***************.........%..%.%..........**************#**#*********************........%.%...β + β##*##****************...........%...............***************#*##******************.......%.%.%%%.β + β**####**************...........%..%.%............**********************************.........%...%%..β + β*******************..............%.%.%%...........**********#*#*#*#***************..............%%..β + β***##*************...............%..%..%...........*************#*#***************..........%...%...β + β##**#*************.................%...%............********#***###*************.........%.%%.......β + β##***************................%.%.%...............************##************................%....β + β**##************......................................***********#************..........%%.%..%.....β + β*#*************....................%%..................*********##***********...........%..%........β + β**************........................%.................*****#**#***********.............%.%........β + β**************......................%%.%.................******##*********.............%.%..........β + β************...........................%%.................***************..............%%.%%........β + β************...........................%...%...............*************................%%%.........β + β***********................................%..%.............***********............%.....%..........β + β**********..............................%%..%.%..............*******...........%%%.%.%%.............β + β*********..................................%%.%...%%.%........****...........%%%....%.%.%...........β + β********.................................%....%%.%..%..........................%%.%.%...............β + β********....................................%%..%..%%%%..%.......%.......%.%%.%%....................β + β******............................................%..%.......%..%%%....%.%..%%......................β + β******.............................................%.%.%............%..%...%........................β + β*****.............................................%....%.%.......%...%.%............................β + β****......................................................%..%..%...%%..............................β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}]; Stdio.printf "Loss:\n%!"; @@ -241,7 +241,7 @@ let%expect_test "Micrograd half-moons example" = {| Loss: ββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β 3.79e+1β- β + β 3.80e+1β- β β β β β β β β β β @@ -279,7 +279,7 @@ let%expect_test "Micrograd half-moons example" = β β β β β β β β β - β β- - - β + β β- - - β β 0.00 β----------------------------------------------------------------------------------------------------β ββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ β β0.00 3.99e+2β @@ -306,36 +306,36 @@ let%expect_test "Micrograd half-moons example" = β β β β β β β β- β - β β - - β - β β - - - β - β β------ - β - β β ---- - - --- - - - - - β - β β -- - - - --- -- - -- - β - β β - -- - - --- - - --- ----- - -- β - βl β -- - - - - --- - - - β - βo β - - - -- - -- - - - - - β - βg β - - - - -- - - - - - - - β - β β - - - -- - - - -- - - - β - βl β - - -- -- - - - - -β - βo β - - - - - - - - - - - β - βs β - - - - -- - β - βs β - - β - β β - - - - - - - - - β - β β - - - - - β - β β - - β - β β - - - β - β β - - β + β β - β + β β - - - β + β β----- - - β + β β - ---- - --- - - -- - β + β β -- -- - - ---- - --- - - β + β β --- - - - --- ----- - - - β + βl β --- - - - - --- -- - β + βo β -- - -- - - - β + βg β - - - - - - -- - - - - β + β β - - - - - - - - - - - β + βl β - - - --- - - - - - - β + βo β - - -- - - - - - β + βs β - -- - - - - - -- - β + βs β - - - -- - - - - -- - - β + β β - - - - β + β β - - - - - - - - β + β β - - β + β β - - - - β + β β - - - β + β β -- - β β β β - β β - β - β β - β β β β β β β β β β β β β - β β - β β β β β β β - β -1.00e+1β - - - - ----- -- --------------- ---------------------------------------------------------β + β β β + β β β + β -1.00e+1β -- - - ----- -- ------- -----------------------------------------------------------------β βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ β β0.00 3.99e+2β β β step β @@ -356,38 +356,38 @@ let%expect_test "Micrograd half-moons example" = β β ---- β β β --- β β β ---- β - β β --- β + β β ---- β β β --- β β β --- β - β β --- β + β β ---- β β β ---- β β β --- β β β ---- β - β β --- β - βl β ---- β - βe β --- β + β β ---- β + βl β --- β + βe β ---- β βa β --- β - βr β --- β - βn β --- β - βi β ---- β - βn β --- β - βg β ---- β + βr β ---- β + βn β ---- β + βi β --- β + βn β ---- β + βg β --- β β β --- β βr β ---- β βa β --- β - βt β --- β - βe β --- β + βt β ---- β + βe β ---- β β β --- β β β ---- β - β β --- β - β β ---- β - β β --- β - β β ---- β - β β --- β - β β --- β - β β --- β - β β --- β - β β ---- β + β β ---- β + β β --- β + β β ---- β + β β --- β + β β ---- β + β β ---- β + β β --- β + β β ---- β + β β --- β β β --- β β β ---- β β -2.00e-1β--- β File "test/hello_world_op.ml", line 1, characters 0-0: /usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/hello_world_op.ml _build/.sandbox/603cadaea9d1353529a866c96a784b27/default/test/hello_world_op.ml.corrected diff --git a/_build/default/test/hello_world_op.ml b/_build/.sandbox/603cadaea9d1353529a866c96a784b27/default/test/hello_world_op.ml.corrected index 0cea005..72e1505 100644 --- a/_build/default/test/hello_world_op.ml +++ b/_build/.sandbox/603cadaea9d1353529a866c96a784b27/default/test/hello_world_op.ml.corrected @@ -604,45 +604,45 @@ let%expect_test "Very big tensor" = ββ βaxis 5 βaxis 5 βaxis 5βaxis 5 βaxis 5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β ββ0 @ 1 β 0.00 1.00 ... 7.00 8.00 β 9.00 1.00e+1 ... 1.60e+1 1.70e+1 β ... β 5.40e+1 5.50e+1 ... 6.10e+1 6.20e+1 β 6.30e+1 6.40e+1 ... 7.00e+1 7.10e+1 ββ - ββaxis 2β 5.04e+2 5.05e+2 ... 5.11e+2 5.12e+2 β 5.13e+2 5.14e+2 ... 5.20e+2 5.21e+2 β β 5.58e+2 5.59e+2 ... 5.65e+2 5.66e+2 β 5.67e+2 5.68e+2 ... 5.74e+2 5.75e+2 ββ + ββaxis 2β 5.04e+2 5.04e+2 ... 5.12e+2 5.12e+2 β 5.12e+2 5.12e+2 ... 5.20e+2 5.20e+2 β β 5.60e+2 5.60e+2 ... 5.64e+2 5.68e+2 β 5.68e+2 5.68e+2 ... 5.76e+2 5.76e+2 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 4.53e+3 4.53e+3 ... 4.54e+3 4.54e+3 β 4.54e+3 4.54e+3 ... 4.55e+3 4.55e+3 β β 4.59e+3 4.59e+3 ... 4.59e+3 4.59e+3 β 4.59e+3 4.60e+3 ... 4.60e+3 4.60e+3 ββ - ββ β 5.04e+3 5.04e+3 ... 5.04e+3 5.04e+3 β 5.04e+3 5.05e+3 ... 5.05e+3 5.05e+3 β β 5.09e+3 5.09e+3 ... 5.10e+3 5.10e+3 β 5.10e+3 5.10e+3 ... 5.11e+3 5.11e+3 ββ + ββ β 4.54e+3 4.54e+3 ... 4.54e+3 4.54e+3 β 4.54e+3 4.54e+3 ... 4.54e+3 4.54e+3 β β 4.57e+3 4.57e+3 ... 4.60e+3 4.60e+3 β 4.60e+3 4.60e+3 ... 4.60e+3 4.60e+3 ββ + ββ β 5.05e+3 5.05e+3 ... 5.05e+3 5.05e+3 β 5.05e+3 5.05e+3 ... 5.05e+3 5.05e+3 β β 5.08e+3 5.08e+3 ... 5.08e+3 5.08e+3 β 5.08e+3 5.12e+3 ... 5.12e+3 5.12e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ1 @ 1 β 5.54e+3 5.54e+3 ... 5.55e+3 5.55e+3 β 5.55e+3 5.55e+3 ... 5.56e+3 5.56e+3 β ... β 5.59e+3 5.59e+3 ... 5.60e+3 5.60e+3 β 5.60e+3 5.60e+3 ... 5.61e+3 5.61e+3 ββ - ββaxis 2β 6.04e+3 6.04e+3 ... 6.05e+3 6.05e+3 β 6.05e+3 6.05e+3 ... 6.06e+3 6.06e+3 β β 6.10e+3 6.10e+3 ... 6.10e+3 6.11e+3 β 6.11e+3 6.11e+3 ... 6.11e+3 6.11e+3 ββ + ββ1 @ 1 β 5.53e+3 5.53e+3 ... 5.53e+3 5.56e+3 β 5.56e+3 5.56e+3 ... 5.56e+3 5.56e+3 β ... β 5.60e+3 5.60e+3 ... 5.60e+3 5.60e+3 β 5.60e+3 5.60e+3 ... 5.60e+3 5.60e+3 ββ + ββaxis 2β 6.04e+3 6.04e+3 ... 6.04e+3 6.04e+3 β 6.04e+3 6.04e+3 ... 6.08e+3 6.08e+3 β β 6.11e+3 6.11e+3 ... 6.11e+3 6.11e+3 β 6.11e+3 6.11e+3 ... 6.11e+3 6.11e+3 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 1.00e+4 1.00e+4 ... 1.00e+4 1.00e+4 β 1.00e+4 1.00e+4 ... 1.00e+4 1.00e+4 β β 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 β 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 ββ - ββ β 1.05e+4 1.05e+4 ... 1.05e+4 1.05e+4 β 1.05e+4 1.05e+4 ... 1.06e+4 1.06e+4 β β 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 β 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 ββ + ββ β 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 β 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 β β 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 β 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 ββ + ββ β 1.05e+4 1.05e+4 ... 1.05e+4 1.06e+4 β 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 β β 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 β 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β ββ~~~~~ β ... β ... β ... β ... β ... ββ ββaxis 2β β β β β ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ8 @ 1 β 4.43e+4 4.43e+4 ... 4.43e+4 4.43e+4 β 4.43e+4 4.43e+4 ... 4.43e+4 4.43e+4 β ... β 4.44e+4 4.44e+4 ... 4.44e+4 4.44e+4 β 4.44e+4 4.44e+4 ... 4.44e+4 4.44e+4 ββ - ββaxis 2β 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 β 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 β β 4.49e+4 4.49e+4 ... 4.49e+4 4.49e+4 β 4.49e+4 4.49e+4 ... 4.49e+4 4.49e+4 ββ + ββ8 @ 1 β 4.42e+4 4.42e+4 ... 4.42e+4 4.42e+4 β 4.42e+4 4.42e+4 ... 4.42e+4 4.42e+4 β ... β 4.42e+4 4.42e+4 ... 4.42e+4 4.42e+4 β 4.42e+4 4.45e+4 ... 4.45e+4 4.45e+4 ββ + ββaxis 2β 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 β 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 β β 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 β 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 4.88e+4 4.88e+4 ... 4.88e+4 4.88e+4 β 4.88e+4 4.88e+4 ... 4.89e+4 4.89e+4 β β 4.89e+4 4.89e+4 ... 4.89e+4 4.89e+4 β 4.89e+4 4.89e+4 ... 4.89e+4 4.89e+4 ββ - ββ β 4.93e+4 4.93e+4 ... 4.93e+4 4.94e+4 β 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 β β 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 β 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 ββ + ββ β 4.88e+4 4.88e+4 ... 4.88e+4 4.88e+4 β 4.88e+4 4.88e+4 ... 4.88e+4 4.88e+4 β β 4.88e+4 4.88e+4 ... 4.88e+4 4.88e+4 β 4.88e+4 4.88e+4 ... 4.88e+4 4.88e+4 ββ + ββ β 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 β 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 β β 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 β 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ9 @ 1 β 4.98e+4 4.98e+4 ... 4.99e+4 4.99e+4 β 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 β ... β 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 β 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 ββ + ββ9 @ 1 β 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 β 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 β ... β 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 β 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 ββ ββaxis 2β 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 β 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 β β 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 β 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 β 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 β β 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 β 5.44e+4 5.44e+4 ... 5.45e+4 5.45e+4 ββ - ββ β 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 β 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 β β 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 β 5.49e+4 5.50e+4 ... 5.50e+4 5.50e+4 ββ + ββ β 5.45e+4 5.45e+4 ... 5.45e+4 5.45e+4 β 5.45e+4 5.45e+4 ... 5.45e+4 5.45e+4 β β 5.45e+4 5.45e+4 ... 5.45e+4 5.45e+4 β 5.45e+4 5.45e+4 ... 5.45e+4 5.45e+4 ββ + ββ β 5.50e+4 5.50e+4 ... 5.50e+4 5.50e+4 β 5.50e+4 5.50e+4 ... 5.50e+4 5.50e+4 β β 5.50e+4 5.50e+4 ... 5.50e+4 5.50e+4 β 5.50e+4 5.50e+4 ... 5.50e+4 5.50e+4 ββ βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ ββ1 @ 0 β0 @ 4 β1 @ 4 β~~~~~ β6 @ 4 β7 @ 4 ββ ββ βaxis 5 βaxis 5 βaxis 5βaxis 5 βaxis 5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ0 @ 1 β 5.54e+4 5.54e+4 ... 5.54e+4 5.54e+4 β 5.54e+4 5.54e+4 ... 5.54e+4 5.54e+4 β ... β 5.54e+4 5.54e+4 ... 5.55e+4 5.55e+4 β 5.55e+4 5.55e+4 ... 5.55e+4 5.55e+4 ββ - ββaxis 2β 5.59e+4 5.59e+4 ... 5.59e+4 5.59e+4 β 5.59e+4 5.59e+4 ... 5.59e+4 5.59e+4 β β 5.59e+4 5.59e+4 ... 5.60e+4 5.60e+4 β 5.60e+4 5.60e+4 ... 5.60e+4 5.60e+4 ββ + ββ0 @ 1 β 5.55e+4 5.55e+4 ... 5.55e+4 5.55e+4 β 5.55e+4 5.55e+4 ... 5.55e+4 5.55e+4 β ... β 5.55e+4 5.55e+4 ... 5.55e+4 5.55e+4 β 5.55e+4 5.55e+4 ... 5.55e+4 5.55e+4 ββ + ββaxis 2β 5.60e+4 5.60e+4 ... 5.60e+4 5.60e+4 β 5.60e+4 5.60e+4 ... 5.60e+4 5.60e+4 β β 5.60e+4 5.60e+4 ... 5.60e+4 5.60e+4 β 5.60e+4 5.60e+4 ... 5.60e+4 5.60e+4 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 β 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 β β 6.00e+4 6.00e+4 ... 6.00e+4 6.00e+4 β 6.00e+4 6.00e+4 ... 6.00e+4 6.00e+4 ββ - ββ β 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 β 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 β β 6.05e+4 6.05e+4 ... 6.05e+4 6.05e+4 β 6.05e+4 6.05e+4 ... 6.05e+4 6.05e+4 ββ + ββ β 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 β 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 β β 5.99e+4 5.99e+4 ... 6.01e+4 6.01e+4 β 6.01e+4 6.01e+4 ... 6.01e+4 6.01e+4 ββ + ββ β 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 β 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 β β 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 β 6.04e+4 6.04e+4 ... 6.06e+4 6.06e+4 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ1 @ 1 β 6.09e+4 6.09e+4 ... 6.09e+4 6.09e+4 β 6.09e+4 6.09e+4 ... 6.10e+4 6.10e+4 β ... β 6.10e+4 6.10e+4 ... 6.10e+4 6.10e+4 β 6.10e+4 6.10e+4 ... 6.10e+4 6.10e+4 ββ - ββaxis 2β 6.14e+4 6.14e+4 ... 6.14e+4 6.14e+4 β 6.14e+4 6.14e+4 ... 6.15e+4 6.15e+4 β β 6.15e+4 6.15e+4 ... 6.15e+4 6.15e+4 β 6.15e+4 6.15e+4 ... 6.15e+4 6.15e+4 ββ + ββ1 @ 1 β 6.09e+4 6.09e+4 ... 6.09e+4 6.09e+4 β 6.09e+4 6.09e+4 ... 6.09e+4 6.09e+4 β ... β 6.09e+4 6.09e+4 ... 6.09e+4 6.09e+4 β 6.09e+4 6.09e+4 ... 6.09e+4 6.09e+4 ββ + ββaxis 2β 6.14e+4 6.14e+4 ... 6.14e+4 6.14e+4 β 6.14e+4 6.14e+4 ... 6.14e+4 6.14e+4 β β 6.14e+4 6.14e+4 ... 6.14e+4 6.14e+4 β 6.14e+4 6.14e+4 ... 6.14e+4 6.14e+4 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ ββ β 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 β 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 β β 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 β 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 ββ ββ β 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 β 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 β β 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 β 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 ββ @@ -650,7 +650,7 @@ let%expect_test "Very big tensor" = ββ~~~~~ β ... β ... β ... β ... β ... ββ ββaxis 2β β β β β ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ8 @ 1 β 9.97e+4 9.97e+4 ... 9.97e+4 9.98e+4 β 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 β ... β 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 β 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 ββ + ββ8 @ 1 β 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 β 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 β ... β 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 β 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 ββ ββaxis 2β 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 β 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 β β 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 β 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ ββ β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 β β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 β 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 ββ @@ -659,7 +659,7 @@ let%expect_test "Very big tensor" = ββ9 @ 1 β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β ... β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 ββ ββaxis 2β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 β 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 β 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 β β 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 β 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 ββ + ββ β 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 β 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 β β 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 β 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 ββ ββ β 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 β 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 β β 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 β 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 ββ βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ @@ -669,14 +669,14 @@ let%expect_test "Very big tensor" = ββ4 @ 0 β0 @ 4 β1 @ 4 β~~~~~ β6 @ 4 β7 @ 4 ββ ββ βaxis 5 βaxis 5 βaxis 5βaxis 5 βaxis 5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ0 @ 1 β 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 β 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 β ... β 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 β 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 ββ + ββ0 @ 1 β 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 β 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 β ... β 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 β 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 ββ ββaxis 2β 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 β 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 β β 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 β 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ ββ β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 ββ - ββ β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 ββ + ββ β 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 β 2.26e+5 2.26e+5 ... 2.27e+5 2.27e+5 β β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β ββ1 @ 1 β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β ... β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ββ - ββaxis 2β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ββ + ββaxis 2β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 β β 2.28e+5 2.28e+5 ... 2.28e+5 2.28e+5 β 2.28e+5 2.28e+5 ... 2.28e+5 2.28e+5 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ ββ β 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 β 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 β β 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 β 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 ββ ββ β 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 β 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 β β 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 β 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 ββ @@ -688,9 +688,9 @@ let%expect_test "Very big tensor" = ββaxis 2β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 β β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 β 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ ββ β 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 β 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 β β 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 β 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 ββ - ββ β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 ββ + ββ β 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 β 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 β β 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 β 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ9 @ 1 β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β ... β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 β 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 ββ + ββ9 @ 1 β 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 β 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 β ... β 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 β 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 ββ ββaxis 2β 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 β 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 β β 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 β 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ ββ β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 ββ @@ -701,32 +701,32 @@ let%expect_test "Very big tensor" = ββ5 @ 0 β0 @ 4 β1 @ 4 β~~~~~ β6 @ 4 β7 @ 4 ββ ββ βaxis 5 βaxis 5 βaxis 5βaxis 5 βaxis 5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ0 @ 1 β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β ... β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 ββ - ββaxis 2β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 β 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 ββ + ββ0 @ 1 β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β ... β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 β 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 ββ + ββaxis 2β 2.78e+5 2.78e+5 ... 2.78e+5 2.78e+5 β 2.78e+5 2.78e+5 ... 2.78e+5 2.78e+5 β β 2.78e+5 2.78e+5 ... 2.78e+5 2.78e+5 β 2.78e+5 2.78e+5 ... 2.78e+5 2.78e+5 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 β 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 β β 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 β 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 ββ + ββ β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ββ ββ β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β ββ1 @ 1 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β ... β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ββ - ββaxis 2β 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 β 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 β β 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 β 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 ββ + ββaxis 2β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 β 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 ββ - ββ β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 β 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 ββ + ββ β 2.86e+5 2.86e+5 ... 2.86e+5 2.86e+5 β 2.86e+5 2.86e+5 ... 2.86e+5 2.86e+5 β β 2.86e+5 2.86e+5 ... 2.86e+5 2.86e+5 β 2.86e+5 2.86e+5 ... 2.86e+5 2.86e+5 ββ + ββ β 2.88e+5 2.88e+5 ... 2.88e+5 2.88e+5 β 2.88e+5 2.88e+5 ... 2.88e+5 2.88e+5 β β 2.88e+5 2.88e+5 ... 2.88e+5 2.88e+5 β 2.88e+5 2.88e+5 ... 2.88e+5 2.88e+5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β ββ~~~~~ β ... β ... β ... β ... β ... ββ ββaxis 2β β β β β ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β ββ8 @ 1 β 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 β 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 β ... β 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 β 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 ββ - ββaxis 2β 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 β 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 β β 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 β 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 ββ + ββaxis 2β 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 β 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 β β 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 β 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 ββ - ββ β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 β 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 ββ + ββ β 3.25e+5 3.25e+5 ... 3.25e+5 3.25e+5 β 3.25e+5 3.25e+5 ... 3.25e+5 3.25e+5 β β 3.25e+5 3.25e+5 ... 3.25e+5 3.25e+5 β 3.25e+5 3.25e+5 ... 3.25e+5 3.25e+5 ββ + ββ β 3.25e+5 3.25e+5 ... 3.25e+5 3.25e+5 β 3.25e+5 3.25e+5 ... 3.25e+5 3.25e+5 β β 3.25e+5 3.25e+5 ... 3.25e+5 3.25e+5 β 3.25e+5 3.27e+5 ... 3.27e+5 3.27e+5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β ββ9 @ 1 β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β ... β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 ββ ββaxis 2β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 β 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ ββ β 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 β 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 β β 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 β 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 ββ - ββ β 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 β 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 β β 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 β 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 ββ + ββ β 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 β 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 β β 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 β 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 ββ βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}]; @@ -740,11 +740,11 @@ let%expect_test "Very big tensor" = ββ β0 @ 0 β1 @ 0 β~~~~~ β4 @ 0 β5 @ 0 ββ ββ βaxis 2 βaxis 2 βaxis 2βaxis 2 βaxis 2 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββaxis 1β 2.53e+5 7.61e+5 ... 4.82e+6 5.33e+6 β 5.61e+7 5.66e+7 ... 6.07e+7 6.12e+7 β ... β 2.23e+8 2.24e+8 ... 2.28e+8 2.28e+8 β 2.79e+8 2.80e+8 ... 2.84e+8 2.84e+8 ββ - ββ β 5.84e+6 6.34e+6 ... 1.04e+7 1.09e+7 β 6.17e+7 6.22e+7 ... 6.62e+7 6.68e+7 β β 2.29e+8 2.29e+8 ... 2.33e+8 2.34e+8 β 2.85e+8 2.85e+8 ... 2.89e+8 2.90e+8 ββ + ββaxis 1β 2.59e+5 5.24e+5 ... 4.19e+6 4.19e+6 β 3.35e+7 3.35e+7 ... 3.35e+7 3.35e+7 β ... β 1.34e+8 1.34e+8 ... 1.34e+8 1.34e+8 β 2.68e+8 2.68e+8 ... 2.68e+8 2.68e+8 ββ + ββ β 4.19e+6 4.19e+6 ... 8.38e+6 8.38e+6 β 3.35e+7 3.35e+7 ... 6.71e+7 6.71e+7 β β 1.34e+8 1.34e+8 ... 1.34e+8 1.34e+8 β 2.68e+8 2.68e+8 ... 2.68e+8 2.68e+8 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 4.49e+7 4.54e+7 ... 4.95e+7 5.00e+7 β 1.00e+8 1.01e+8 ... 1.05e+8 1.05e+8 β β 2.68e+8 2.69e+8 ... 2.73e+8 2.73e+8 β 3.24e+8 3.24e+8 ... 3.28e+8 3.29e+8 ββ - ββ β 5.05e+7 5.10e+7 ... 5.51e+7 5.56e+7 β 1.06e+8 1.06e+8 ... 1.11e+8 1.11e+8 β β 2.74e+8 2.74e+8 ... 2.78e+8 2.79e+8 β 3.29e+8 3.30e+8 ... 3.34e+8 3.35e+8 ββ + ββ β 3.35e+7 3.35e+7 ... 3.35e+7 3.35e+7 β 6.71e+7 6.71e+7 ... 6.71e+7 6.71e+7 β β 2.68e+8 2.68e+8 ... 2.68e+8 2.68e+8 β 2.68e+8 2.68e+8 ... 2.68e+8 2.68e+8 ββ + ββ β 3.35e+7 3.35e+7 ... 3.35e+7 3.35e+7 β 6.71e+7 6.71e+7 ... 6.71e+7 6.71e+7 β β 2.68e+8 2.68e+8 ... 2.68e+8 2.68e+8 β 2.68e+8 2.68e+8 ... 2.68e+8 2.68e+8 ββ βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}] File "test/einsum_trivia.ml", line 1, characters 0-0: /usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum_trivia.ml _build/.sandbox/603cadaea9d1353529a866c96a784b27/default/test/einsum_trivia.ml.corrected diff --git a/_build/default/test/einsum_trivia.ml b/_build/.sandbox/603cadaea9d1353529a866c96a784b27/default/test/einsum_trivia.ml.corrected index 162aa57..ed9a15a 100644 --- a/_build/default/test/einsum_trivia.ml +++ b/_build/.sandbox/603cadaea9d1353529a866c96a784b27/default/test/einsum_trivia.ml.corrected @@ -79,87 +79,87 @@ let%expect_test "einsum1 permute axes" = ββ1 @ 2 β 1.40e+2 1.41e+2 1.42e+2 1.43e+2 1.44e+2 β 1.45e+2 1.46e+2 1.47e+2 1.48e+2 1.49e+2 β 1.50e+2 1.51e+2 1.52e+2 1.53e+2 1.54e+2 β 1.55e+2 1.56e+2 1.57e+2 1.58e+2 1.59e+2 ββ ββaxis 3β 1.60e+2 1.61e+2 1.62e+2 1.63e+2 1.64e+2 β 1.65e+2 1.66e+2 1.67e+2 1.68e+2 1.69e+2 β 1.70e+2 1.71e+2 1.72e+2 1.73e+2 1.74e+2 β 1.75e+2 1.76e+2 1.77e+2 1.78e+2 1.79e+2 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 2.40e+2 2.41e+2 2.42e+2 2.43e+2 2.44e+2 β 2.45e+2 2.46e+2 2.47e+2 2.48e+2 2.49e+2 β 2.50e+2 2.51e+2 2.52e+2 2.53e+2 2.54e+2 β 2.55e+2 2.56e+2 2.57e+2 2.58e+2 2.59e+2 ββ - ββ β 2.60e+2 2.61e+2 2.62e+2 2.63e+2 2.64e+2 β 2.65e+2 2.66e+2 2.67e+2 2.68e+2 2.69e+2 β 2.70e+2 2.71e+2 2.72e+2 2.73e+2 2.74e+2 β 2.75e+2 2.76e+2 2.77e+2 2.78e+2 2.79e+2 ββ + ββ β 2.40e+2 2.41e+2 2.42e+2 2.43e+2 2.44e+2 β 2.45e+2 2.46e+2 2.47e+2 2.48e+2 2.49e+2 β 2.50e+2 2.51e+2 2.52e+2 2.53e+2 2.54e+2 β 2.55e+2 2.56e+2 2.56e+2 2.58e+2 2.60e+2 ββ + ββ β 2.60e+2 2.60e+2 2.62e+2 2.64e+2 2.64e+2 β 2.64e+2 2.66e+2 2.68e+2 2.68e+2 2.68e+2 β 2.70e+2 2.72e+2 2.72e+2 2.72e+2 2.74e+2 β 2.76e+2 2.76e+2 2.76e+2 2.78e+2 2.80e+2 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β ββ~~~~~ β ... β ... β ... β ... ββ ββaxis 3β β β β ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β - ββ4 @ 2 β 5.60e+2 5.61e+2 5.62e+2 5.63e+2 5.64e+2 β 5.65e+2 5.66e+2 5.67e+2 5.68e+2 5.69e+2 β 5.70e+2 5.71e+2 5.72e+2 5.73e+2 5.74e+2 β 5.75e+2 5.76e+2 5.77e+2 5.78e+2 5.79e+2 ββ - ββaxis 3β 5.80e+2 5.81e+2 5.82e+2 5.83e+2 5.84e+2 β 5.85e+2 5.86e+2 5.87e+2 5.88e+2 5.89e+2 β 5.90e+2 5.91e+2 5.92e+2 5.93e+2 5.94e+2 β 5.95e+2 5.96e+2 5.97e+2 5.98e+2 5.99e+2 ββ + ββ4 @ 2 β 5.60e+2 5.60e+2 5.60e+2 5.64e+2 5.64e+2 β 5.64e+2 5.68e+2 5.68e+2 5.68e+2 5.68e+2 β 5.68e+2 5.72e+2 5.72e+2 5.72e+2 5.76e+2 β 5.76e+2 5.76e+2 5.76e+2 5.76e+2 5.80e+2 ββ + ββaxis 3β 5.80e+2 5.80e+2 5.84e+2 5.84e+2 5.84e+2 β 5.84e+2 5.84e+2 5.88e+2 5.88e+2 5.88e+2 β 5.92e+2 5.92e+2 5.92e+2 5.92e+2 5.92e+2 β 5.96e+2 5.96e+2 5.96e+2 6.00e+2 6.00e+2 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 6.60e+2 6.61e+2 6.62e+2 6.63e+2 6.64e+2 β 6.65e+2 6.66e+2 6.67e+2 6.68e+2 6.69e+2 β 6.70e+2 6.71e+2 6.72e+2 6.73e+2 6.74e+2 β 6.75e+2 6.76e+2 6.77e+2 6.78e+2 6.79e+2 ββ - ββ β 6.80e+2 6.81e+2 6.82e+2 6.83e+2 6.84e+2 β 6.85e+2 6.86e+2 6.87e+2 6.88e+2 6.89e+2 β 6.90e+2 6.91e+2 6.92e+2 6.93e+2 6.94e+2 β 6.95e+2 6.96e+2 6.97e+2 6.98e+2 6.99e+2 ββ + ββ β 6.60e+2 6.60e+2 6.64e+2 6.64e+2 6.64e+2 β 6.64e+2 6.64e+2 6.68e+2 6.68e+2 6.68e+2 β 6.72e+2 6.72e+2 6.72e+2 6.72e+2 6.72e+2 β 6.76e+2 6.76e+2 6.76e+2 6.80e+2 6.80e+2 ββ + ββ β 6.80e+2 6.80e+2 6.80e+2 6.84e+2 6.84e+2 β 6.84e+2 6.88e+2 6.88e+2 6.88e+2 6.88e+2 β 6.88e+2 6.92e+2 6.92e+2 6.92e+2 6.96e+2 β 6.96e+2 6.96e+2 6.96e+2 6.96e+2 7.00e+2 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β - ββ5 @ 2 β 7.00e+2 7.01e+2 7.02e+2 7.03e+2 7.04e+2 β 7.05e+2 7.06e+2 7.07e+2 7.08e+2 7.09e+2 β 7.10e+2 7.11e+2 7.12e+2 7.13e+2 7.14e+2 β 7.15e+2 7.16e+2 7.17e+2 7.18e+2 7.19e+2 ββ - ββaxis 3β 7.20e+2 7.21e+2 7.22e+2 7.23e+2 7.24e+2 β 7.25e+2 7.26e+2 7.27e+2 7.28e+2 7.29e+2 β 7.30e+2 7.31e+2 7.32e+2 7.33e+2 7.34e+2 β 7.35e+2 7.36e+2 7.37e+2 7.38e+2 7.39e+2 ββ + ββ5 @ 2 β 7.00e+2 7.00e+2 7.04e+2 7.04e+2 7.04e+2 β 7.04e+2 7.04e+2 7.08e+2 7.08e+2 7.08e+2 β 7.12e+2 7.12e+2 7.12e+2 7.12e+2 7.12e+2 β 7.16e+2 7.16e+2 7.16e+2 7.20e+2 7.20e+2 ββ + ββaxis 3β 7.20e+2 7.20e+2 7.20e+2 7.24e+2 7.24e+2 β 7.24e+2 7.28e+2 7.28e+2 7.28e+2 7.28e+2 β 7.28e+2 7.32e+2 7.32e+2 7.32e+2 7.36e+2 β 7.36e+2 7.36e+2 7.36e+2 7.36e+2 7.40e+2 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 8.00e+2 8.01e+2 8.02e+2 8.03e+2 8.04e+2 β 8.05e+2 8.06e+2 8.07e+2 8.08e+2 8.09e+2 β 8.10e+2 8.11e+2 8.12e+2 8.13e+2 8.14e+2 β 8.15e+2 8.16e+2 8.17e+2 8.18e+2 8.19e+2 ββ - ββ β 8.20e+2 8.21e+2 8.22e+2 8.23e+2 8.24e+2 β 8.25e+2 8.26e+2 8.27e+2 8.28e+2 8.29e+2 β 8.30e+2 8.31e+2 8.32e+2 8.33e+2 8.34e+2 β 8.35e+2 8.36e+2 8.37e+2 8.38e+2 8.39e+2 ββ + ββ β 8.00e+2 8.00e+2 8.00e+2 8.04e+2 8.04e+2 β 8.04e+2 8.08e+2 8.08e+2 8.08e+2 8.08e+2 β 8.08e+2 8.12e+2 8.12e+2 8.12e+2 8.16e+2 β 8.16e+2 8.16e+2 8.16e+2 8.16e+2 8.20e+2 ββ + ββ β 8.20e+2 8.20e+2 8.24e+2 8.24e+2 8.24e+2 β 8.24e+2 8.24e+2 8.28e+2 8.28e+2 8.28e+2 β 8.32e+2 8.32e+2 8.32e+2 8.32e+2 8.32e+2 β 8.36e+2 8.36e+2 8.36e+2 8.40e+2 8.40e+2 ββ βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββ ββ1 @ 1 β0 @ 4 β1 @ 4 β2 @ 4 β3 @ 4 ββ ββ βaxis 5 βaxis 5 βaxis 5 βaxis 5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β - ββ0 @ 2 β 8.40e+2 8.41e+2 8.42e+2 8.43e+2 8.44e+2 β 8.45e+2 8.46e+2 8.47e+2 8.48e+2 8.49e+2 β 8.50e+2 8.51e+2 8.52e+2 8.53e+2 8.54e+2 β 8.55e+2 8.56e+2 8.57e+2 8.58e+2 8.59e+2 ββ - ββaxis 3β 8.60e+2 8.61e+2 8.62e+2 8.63e+2 8.64e+2 β 8.65e+2 8.66e+2 8.67e+2 8.68e+2 8.69e+2 β 8.70e+2 8.71e+2 8.72e+2 8.73e+2 8.74e+2 β 8.75e+2 8.76e+2 8.77e+2 8.78e+2 8.79e+2 ββ + ββ0 @ 2 β 8.40e+2 8.40e+2 8.40e+2 8.44e+2 8.44e+2 β 8.44e+2 8.48e+2 8.48e+2 8.48e+2 8.48e+2 β 8.48e+2 8.52e+2 8.52e+2 8.52e+2 8.56e+2 β 8.56e+2 8.56e+2 8.56e+2 8.56e+2 8.60e+2 ββ + ββaxis 3β 8.60e+2 8.60e+2 8.64e+2 8.64e+2 8.64e+2 β 8.64e+2 8.64e+2 8.68e+2 8.68e+2 8.68e+2 β 8.72e+2 8.72e+2 8.72e+2 8.72e+2 8.72e+2 β 8.76e+2 8.76e+2 8.76e+2 8.80e+2 8.80e+2 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 9.40e+2 9.41e+2 9.42e+2 9.43e+2 9.44e+2 β 9.45e+2 9.46e+2 9.47e+2 9.48e+2 9.49e+2 β 9.50e+2 9.51e+2 9.52e+2 9.53e+2 9.54e+2 β 9.55e+2 9.56e+2 9.57e+2 9.58e+2 9.59e+2 ββ - ββ β 9.60e+2 9.61e+2 9.62e+2 9.63e+2 9.64e+2 β 9.65e+2 9.66e+2 9.67e+2 9.68e+2 9.69e+2 β 9.70e+2 9.71e+2 9.72e+2 9.73e+2 9.74e+2 β 9.75e+2 9.76e+2 9.77e+2 9.78e+2 9.79e+2 ββ + ββ β 9.40e+2 9.40e+2 9.44e+2 9.44e+2 9.44e+2 β 9.44e+2 9.44e+2 9.48e+2 9.48e+2 9.48e+2 β 9.52e+2 9.52e+2 9.52e+2 9.52e+2 9.52e+2 β 9.56e+2 9.56e+2 9.56e+2 9.60e+2 9.60e+2 ββ + ββ β 9.60e+2 9.60e+2 9.60e+2 9.64e+2 9.64e+2 β 9.64e+2 9.68e+2 9.68e+2 9.68e+2 9.68e+2 β 9.68e+2 9.72e+2 9.72e+2 9.72e+2 9.76e+2 β 9.76e+2 9.76e+2 9.76e+2 9.76e+2 9.80e+2 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β - ββ1 @ 2 β 9.80e+2 9.81e+2 9.82e+2 9.83e+2 9.84e+2 β 9.85e+2 9.86e+2 9.87e+2 9.88e+2 9.89e+2 β 9.90e+2 9.91e+2 9.92e+2 9.93e+2 9.94e+2 β 9.95e+2 9.96e+2 9.97e+2 9.98e+2 9.99e+2 ββ - ββaxis 3β 1.00e+3 1.00e+3 1.00e+3 1.00e+3 1.00e+3 β 1.00e+3 1.00e+3 1.00e+3 1.00e+3 1.00e+3 β 1.01e+3 1.01e+3 1.01e+3 1.01e+3 1.01e+3 β 1.01e+3 1.01e+3 1.01e+3 1.01e+3 1.01e+3 ββ + ββ1 @ 2 β 9.80e+2 9.80e+2 9.84e+2 9.84e+2 9.84e+2 β 9.84e+2 9.84e+2 9.88e+2 9.88e+2 9.88e+2 β 9.92e+2 9.92e+2 9.92e+2 9.92e+2 9.92e+2 β 9.96e+2 9.96e+2 9.96e+2 1.00e+3 1.00e+3 ββ + ββaxis 3β 1.00e+3 1.00e+3 1.00e+3 1.00e+3 1.00e+3 β 1.00e+3 1.00e+3 1.00e+3 1.00e+3 1.00e+3 β 1.00e+3 1.01e+3 1.01e+3 1.01e+3 1.01e+3 β 1.01e+3 1.01e+3 1.01e+3 1.01e+3 1.02e+3 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 1.08e+3 1.08e+3 1.08e+3 1.08e+3 1.08e+3 β 1.08e+3 1.08e+3 1.08e+3 1.08e+3 1.08e+3 β 1.09e+3 1.09e+3 1.09e+3 1.09e+3 1.09e+3 β 1.09e+3 1.09e+3 1.09e+3 1.09e+3 1.09e+3 ββ - ββ β 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.10e+3 β 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.10e+3 β 1.11e+3 1.11e+3 1.11e+3 1.11e+3 1.11e+3 β 1.11e+3 1.11e+3 1.11e+3 1.11e+3 1.11e+3 ββ + ββ β 1.08e+3 1.08e+3 1.08e+3 1.08e+3 1.08e+3 β 1.08e+3 1.08e+3 1.08e+3 1.08e+3 1.08e+3 β 1.08e+3 1.08e+3 1.08e+3 1.09e+3 1.09e+3 β 1.09e+3 1.09e+3 1.09e+3 1.09e+3 1.09e+3 ββ + ββ β 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.10e+3 β 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.11e+3 β 1.11e+3 1.11e+3 1.11e+3 1.11e+3 1.11e+3 β 1.11e+3 1.12e+3 1.12e+3 1.12e+3 1.12e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β ββ~~~~~ β ... β ... β ... β ... ββ ββaxis 3β β β β ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β - ββ4 @ 2 β 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 β 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 β 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 β 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 ββ - ββaxis 3β 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 β 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 β 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 β 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 ββ + ββ4 @ 2 β 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 β 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 β 1.40e+3 1.40e+3 1.40e+3 1.41e+3 1.41e+3 β 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 ββ + ββaxis 3β 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 β 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.43e+3 β 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 β 1.43e+3 1.44e+3 1.44e+3 1.44e+3 1.44e+3 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 β 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 β 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 β 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 ββ - ββ β 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 β 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 β 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 β 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 ββ + ββ β 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 β 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.51e+3 β 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 β 1.51e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 ββ + ββ β 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 β 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 β 1.52e+3 1.52e+3 1.53e+3 1.53e+3 1.53e+3 β 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β - ββ5 @ 2 β 1.54e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 β 1.54e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 β 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 β 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 ββ - ββaxis 3β 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 β 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 β 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 β 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 ββ + ββ5 @ 2 β 1.53e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 β 1.54e+3 1.54e+3 1.54e+3 1.55e+3 1.55e+3 β 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 β 1.55e+3 1.55e+3 1.56e+3 1.56e+3 1.56e+3 ββ + ββaxis 3β 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 β 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 β 1.56e+3 1.56e+3 1.56e+3 1.57e+3 1.57e+3 β 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 β 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 β 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 β 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 ββ - ββ β 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 β 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 β 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 β 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 ββ + ββ β 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 β 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 β 1.64e+3 1.64e+3 1.64e+3 1.65e+3 1.65e+3 β 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 ββ + ββ β 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 β 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.67e+3 β 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 β 1.67e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 ββ βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββ ββ2 @ 1 β0 @ 4 β1 @ 4 β2 @ 4 β3 @ 4 ββ ββ βaxis 5 βaxis 5 βaxis 5 βaxis 5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β - ββ0 @ 2 β 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 β 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 β 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 β 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 ββ - ββaxis 3β 1.70e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 β 1.70e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 β 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 β 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 ββ + ββ0 @ 2 β 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 β 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 β 1.68e+3 1.68e+3 1.69e+3 1.69e+3 1.69e+3 β 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 ββ + ββaxis 3β 1.69e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 β 1.70e+3 1.70e+3 1.70e+3 1.71e+3 1.71e+3 β 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 β 1.71e+3 1.71e+3 1.72e+3 1.72e+3 1.72e+3 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 1.78e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 β 1.78e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 β 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 β 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 ββ - ββ β 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 β 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 β 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 β 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 ββ + ββ β 1.77e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 β 1.78e+3 1.78e+3 1.78e+3 1.79e+3 1.79e+3 β 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 β 1.79e+3 1.79e+3 1.80e+3 1.80e+3 1.80e+3 ββ + ββ β 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 β 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 β 1.80e+3 1.80e+3 1.80e+3 1.81e+3 1.81e+3 β 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β - ββ1 @ 2 β 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 β 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 β 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 β 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 ββ - ββaxis 3β 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 β 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 β 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 β 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 ββ + ββ1 @ 2 β 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 β 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.83e+3 β 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 β 1.83e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 ββ + ββaxis 3β 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 β 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 β 1.84e+3 1.84e+3 1.85e+3 1.85e+3 1.85e+3 β 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 β 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 β 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 β 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 ββ - ββ β 1.94e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 β 1.94e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 β 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 β 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 ββ + ββ β 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 β 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 β 1.92e+3 1.92e+3 1.93e+3 1.93e+3 1.93e+3 β 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 ββ + ββ β 1.93e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 β 1.94e+3 1.94e+3 1.94e+3 1.95e+3 1.95e+3 β 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 β 1.95e+3 1.95e+3 1.96e+3 1.96e+3 1.96e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β ββ~~~~~ β ... β ... β ... β ... ββ ββaxis 3β β β β ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β - ββ4 @ 2 β 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 β 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 β 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 β 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 ββ - ββaxis 3β 2.26e+3 2.26e+3 2.26e+3 2.26e+3 2.26e+3 β 2.26e+3 2.26e+3 2.26e+3 2.26e+3 2.26e+3 β 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 β 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 ββ + ββ4 @ 2 β 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 β 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.25e+3 β 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 β 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 ββ + ββaxis 3β 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.27e+3 β 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 β 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 β 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 2.34e+3 2.34e+3 2.34e+3 2.34e+3 2.34e+3 β 2.34e+3 2.34e+3 2.34e+3 2.34e+3 2.34e+3 β 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 β 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 ββ - ββ β 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 β 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 β 2.37e+3 2.37e+3 2.37e+3 2.37e+3 2.37e+3 β 2.37e+3 2.37e+3 2.37e+3 2.37e+3 2.37e+3 ββ + ββ β 2.33e+3 2.33e+3 2.33e+3 2.33e+3 2.33e+3 β 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 β 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 β 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 ββ + ββ β 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 β 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 β 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 β 2.36e+3 2.36e+3 2.38e+3 2.38e+3 2.38e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββ€β - ββ5 @ 2 β 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 β 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 β 2.39e+3 2.39e+3 2.39e+3 2.39e+3 2.39e+3 β 2.39e+3 2.39e+3 2.39e+3 2.39e+3 2.39e+3 ββ - ββaxis 3β 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 β 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 β 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 β 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 ββ + ββ5 @ 2 β 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 β 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 β 2.38e+3 2.38e+3 2.40e+3 2.40e+3 2.40e+3 β 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 ββ + ββaxis 3β 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 β 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.41e+3 β 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 β 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 ββ ββ β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... β ... ... ... ... ... ββ - ββ β 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 β 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 β 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 β 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 ββ - ββ β 2.50e+3 2.50e+3 2.50e+3 2.50e+3 2.50e+3 β 2.50e+3 2.50e+3 2.50e+3 2.50e+3 2.50e+3 β 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 β 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 ββ + ββ β 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 β 2.48e+3 2.48e+3 2.48e+3 2.49e+3 2.49e+3 β 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 β 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 ββ + ββ β 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 β 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 β 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 β 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 ββ βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}]; @@ -172,50 +172,50 @@ let%expect_test "einsum1 permute axes" = ββ0 @ 1 β0 @ 4 β1 @ 4 ββ ββ βaxis 5 βaxis 5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ0 @ 2 β 0.00 1.40e+2 ... 5.60e+2 7.00e+2 β 2.52e+3 2.66e+3 ... 3.08e+3 3.22e+3 ββ - ββaxis 3β 8.40e+2 9.80e+2 ... 1.40e+3 1.54e+3 β 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ββ - ββ β 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 β 4.20e+3 4.34e+3 ... 4.76e+3 4.90e+3 ββ + ββ0 @ 2 β 0.00 1.40e+2 ... 5.60e+2 7.00e+2 β 2.52e+3 2.65e+3 ... 3.07e+3 3.21e+3 ββ + ββaxis 3β 8.40e+2 9.80e+2 ... 1.40e+3 1.53e+3 β 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ββ + ββ β 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 β 4.19e+3 4.35e+3 ... 4.76e+3 4.89e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ1 @ 2 β 1.00 1.41e+2 ... 5.61e+2 7.01e+2 β 2.52e+3 2.66e+3 ... 3.08e+3 3.22e+3 ββ - ββaxis 3β 8.41e+2 9.81e+2 ... 1.40e+3 1.54e+3 β 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ββ - ββ β 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 β 4.20e+3 4.34e+3 ... 4.76e+3 4.90e+3 ββ + ββ1 @ 2 β 1.00 1.41e+2 ... 5.60e+2 7.00e+2 β 2.52e+3 2.65e+3 ... 3.08e+3 3.21e+3 ββ + ββaxis 3β 8.40e+2 9.80e+2 ... 1.40e+3 1.54e+3 β 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ββ + ββ β 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 β 4.19e+3 4.35e+3 ... 4.76e+3 4.89e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ2 @ 2 β 2.00 1.42e+2 ... 5.62e+2 7.02e+2 β 2.52e+3 2.66e+3 ... 3.08e+3 3.22e+3 ββ - ββaxis 3β 8.42e+2 9.82e+2 ... 1.40e+3 1.54e+3 β 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ββ - ββ β 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 β 4.20e+3 4.34e+3 ... 4.76e+3 4.90e+3 ββ + ββ2 @ 2 β 2.00 1.42e+2 ... 5.60e+2 7.04e+2 β 2.52e+3 2.65e+3 ... 3.08e+3 3.21e+3 ββ + ββaxis 3β 8.40e+2 9.84e+2 ... 1.40e+3 1.54e+3 β 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ββ + ββ β 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 β 4.19e+3 4.35e+3 ... 4.76e+3 4.89e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ3 @ 2 β 3.00 1.43e+2 ... 5.63e+2 7.03e+2 β 2.52e+3 2.66e+3 ... 3.08e+3 3.22e+3 ββ - ββaxis 3β 8.43e+2 9.83e+2 ... 1.40e+3 1.54e+3 β 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ββ - ββ β 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 β 4.20e+3 4.34e+3 ... 4.76e+3 4.90e+3 ββ + ββ3 @ 2 β 3.00 1.43e+2 ... 5.64e+2 7.04e+2 β 2.52e+3 2.65e+3 ... 3.08e+3 3.21e+3 ββ + ββaxis 3β 8.44e+2 9.84e+2 ... 1.40e+3 1.54e+3 β 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ββ + ββ β 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 β 4.19e+3 4.35e+3 ... 4.76e+3 4.89e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ4 @ 2 β 4.00 1.44e+2 ... 5.64e+2 7.04e+2 β 2.52e+3 2.66e+3 ... 3.08e+3 3.22e+3 ββ + ββ4 @ 2 β 4.00 1.44e+2 ... 5.64e+2 7.04e+2 β 2.52e+3 2.65e+3 ... 3.08e+3 3.23e+3 ββ ββaxis 3β 8.44e+2 9.84e+2 ... 1.40e+3 1.54e+3 β 3.36e+3 3.50e+3 ... 3.92e+3 4.06e+3 ββ - ββ β 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 β 4.20e+3 4.34e+3 ... 4.76e+3 4.90e+3 ββ + ββ β 1.68e+3 1.82e+3 ... 2.24e+3 2.38e+3 β 4.19e+3 4.35e+3 ... 4.76e+3 4.89e+3 ββ βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ ββ1 @ 1 β0 @ 4 β1 @ 4 ββ ββ βaxis 5 βaxis 5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ0 @ 2 β 2.00e+1 1.60e+2 ... 5.80e+2 7.20e+2 β 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ββ - ββaxis 3β 8.60e+2 1.00e+3 ... 1.42e+3 1.56e+3 β 3.38e+3 3.52e+3 ... 3.94e+3 4.08e+3 ββ - ββ β 1.70e+3 1.84e+3 ... 2.26e+3 2.40e+3 β 4.22e+3 4.36e+3 ... 4.78e+3 4.92e+3 ββ + ββ0 @ 2 β 2.00e+1 1.60e+2 ... 5.80e+2 7.20e+2 β 2.54e+3 2.68e+3 ... 3.10e+3 3.23e+3 ββ + ββaxis 3β 8.60e+2 1.00e+3 ... 1.42e+3 1.56e+3 β 3.37e+3 3.52e+3 ... 3.93e+3 4.08e+3 ββ + ββ β 1.69e+3 1.84e+3 ... 2.25e+3 2.40e+3 β 4.22e+3 4.35e+3 ... 4.76e+3 4.92e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ1 @ 2 β 2.10e+1 1.61e+2 ... 5.81e+2 7.21e+2 β 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ββ - ββaxis 3β 8.61e+2 1.00e+3 ... 1.42e+3 1.56e+3 β 3.38e+3 3.52e+3 ... 3.94e+3 4.08e+3 ββ - ββ β 1.70e+3 1.84e+3 ... 2.26e+3 2.40e+3 β 4.22e+3 4.36e+3 ... 4.78e+3 4.92e+3 ββ + ββ1 @ 2 β 2.10e+1 1.61e+2 ... 5.80e+2 7.20e+2 β 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ββ + ββaxis 3β 8.60e+2 1.00e+3 ... 1.42e+3 1.56e+3 β 3.37e+3 3.52e+3 ... 3.93e+3 4.08e+3 ββ + ββ β 1.70e+3 1.84e+3 ... 2.25e+3 2.40e+3 β 4.22e+3 4.35e+3 ... 4.76e+3 4.92e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ2 @ 2 β 2.20e+1 1.62e+2 ... 5.82e+2 7.22e+2 β 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ββ - ββaxis 3β 8.62e+2 1.00e+3 ... 1.42e+3 1.56e+3 β 3.38e+3 3.52e+3 ... 3.94e+3 4.08e+3 ββ - ββ β 1.70e+3 1.84e+3 ... 2.26e+3 2.40e+3 β 4.22e+3 4.36e+3 ... 4.78e+3 4.92e+3 ββ + ββ2 @ 2 β 2.20e+1 1.62e+2 ... 5.84e+2 7.20e+2 β 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ββ + ββaxis 3β 8.64e+2 1.00e+3 ... 1.42e+3 1.56e+3 β 3.37e+3 3.52e+3 ... 3.93e+3 4.08e+3 ββ + ββ β 1.70e+3 1.84e+3 ... 2.25e+3 2.40e+3 β 4.22e+3 4.35e+3 ... 4.76e+3 4.92e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ3 @ 2 β 2.30e+1 1.63e+2 ... 5.83e+2 7.23e+2 β 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ββ - ββaxis 3β 8.63e+2 1.00e+3 ... 1.42e+3 1.56e+3 β 3.38e+3 3.52e+3 ... 3.94e+3 4.08e+3 ββ - ββ β 1.70e+3 1.84e+3 ... 2.26e+3 2.40e+3 β 4.22e+3 4.36e+3 ... 4.78e+3 4.92e+3 ββ + ββ3 @ 2 β 2.30e+1 1.63e+2 ... 5.84e+2 7.24e+2 β 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ββ + ββaxis 3β 8.64e+2 1.00e+3 ... 1.42e+3 1.56e+3 β 3.37e+3 3.52e+3 ... 3.93e+3 4.08e+3 ββ + ββ β 1.70e+3 1.84e+3 ... 2.25e+3 2.40e+3 β 4.22e+3 4.35e+3 ... 4.76e+3 4.92e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β ββ4 @ 2 β 2.40e+1 1.64e+2 ... 5.84e+2 7.24e+2 β 2.54e+3 2.68e+3 ... 3.10e+3 3.24e+3 ββ - ββaxis 3β 8.64e+2 1.00e+3 ... 1.42e+3 1.56e+3 β 3.38e+3 3.52e+3 ... 3.94e+3 4.08e+3 ββ - ββ β 1.70e+3 1.84e+3 ... 2.26e+3 2.40e+3 β 4.22e+3 4.36e+3 ... 4.78e+3 4.92e+3 ββ + ββaxis 3β 8.64e+2 1.00e+3 ... 1.42e+3 1.56e+3 β 3.39e+3 3.52e+3 ... 3.93e+3 4.08e+3 ββ + ββ β 1.70e+3 1.84e+3 ... 2.27e+3 2.40e+3 β 4.22e+3 4.35e+3 ... 4.80e+3 4.92e+3 ββ βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ β ... β @@ -224,25 +224,25 @@ let%expect_test "einsum1 permute axes" = ββ5 @ 1 β0 @ 4 β1 @ 4 ββ ββ βaxis 5 βaxis 5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ0 @ 2 β 1.00e+2 2.40e+2 ... 6.60e+2 8.00e+2 β 2.62e+3 2.76e+3 ... 3.18e+3 3.32e+3 ββ - ββaxis 3β 9.40e+2 1.08e+3 ... 1.50e+3 1.64e+3 β 3.46e+3 3.60e+3 ... 4.02e+3 4.16e+3 ββ ...TRUNCATED BY DUNE... βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ4 @ 2 β 5.60e+2 5.80e+2 ... 6.60e+2 6.80e+2 β 5.65e+2 5.85e+2 ... 6.65e+2 6.85e+2 β 5.70e+2 5.90e+2 ... 6.70e+2 6.90e+2 β 5.75e+2 5.95e+2 ... 6.75e+2 6.95e+2 ββ - ββaxis 3β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 β 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 ββ - ββ β 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 β 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 ββ + ββ4 @ 2 β 5.60e+2 5.80e+2 ... 6.60e+2 6.80e+2 β 5.64e+2 5.84e+2 ... 6.64e+2 6.84e+2 β 5.68e+2 5.92e+2 ... 6.72e+2 6.88e+2 β 5.76e+2 5.96e+2 ... 6.76e+2 6.96e+2 ββ + ββaxis 3β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.40e+3 1.43e+3 ... 1.51e+3 1.52e+3 β 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 ββ + ββ β 2.24e+3 2.25e+3 ... 2.33e+3 2.36e+3 β 2.24e+3 2.27e+3 ... 2.35e+3 2.36e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.36e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.36e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ5 @ 2 β 7.00e+2 7.20e+2 ... 8.00e+2 8.20e+2 β 7.05e+2 7.25e+2 ... 8.05e+2 8.25e+2 β 7.10e+2 7.30e+2 ... 8.10e+2 8.30e+2 β 7.15e+2 7.35e+2 ... 8.15e+2 8.35e+2 ββ - ββaxis 3β 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 β 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 ββ - ββ β 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 β 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 β 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 β 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 ββ + ββ5 @ 2 β 7.00e+2 7.20e+2 ... 8.00e+2 8.20e+2 β 7.04e+2 7.24e+2 ... 8.04e+2 8.24e+2 β 7.12e+2 7.28e+2 ... 8.08e+2 8.32e+2 β 7.16e+2 7.36e+2 ... 8.16e+2 8.36e+2 ββ + ββaxis 3β 1.53e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.55e+3 1.56e+3 ... 1.64e+3 1.67e+3 β 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 ββ + ββ β 2.38e+3 2.40e+3 ... 2.48e+3 2.49e+3 β 2.38e+3 2.40e+3 ... 2.48e+3 2.51e+3 β 2.38e+3 2.41e+3 ... 2.49e+3 2.51e+3 β 2.40e+3 2.41e+3 ... 2.49e+3 2.51e+3 ββ βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ @@ -905,23 +905,23 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" = ββ βaxis 5 βaxis 5 βaxis 5 βaxis 5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β ββ0 @ 2 β 1.00 2.10e+1 ... 1.01e+2 1.21e+2 β 6.00 2.60e+1 ... 1.06e+2 1.26e+2 β 1.10e+1 3.10e+1 ... 1.11e+2 1.31e+2 β 1.60e+1 3.60e+1 ... 1.16e+2 1.36e+2 ββ - ββaxis 3β 8.41e+2 8.61e+2 ... 9.41e+2 9.61e+2 β 8.46e+2 8.66e+2 ... 9.46e+2 9.66e+2 β 8.51e+2 8.71e+2 ... 9.51e+2 9.71e+2 β 8.56e+2 8.76e+2 ... 9.56e+2 9.76e+2 ββ - ββ β 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 β 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 β 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 β 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 ββ + ββaxis 3β 8.40e+2 8.60e+2 ... 9.40e+2 9.60e+2 β 8.48e+2 8.64e+2 ... 9.44e+2 9.68e+2 β 8.52e+2 8.72e+2 ... 9.52e+2 9.72e+2 β 8.56e+2 8.76e+2 ... 9.56e+2 9.76e+2 ββ + ββ β 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 β 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 β 1.68e+3 1.71e+3 ... 1.79e+3 1.80e+3 β 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ1 @ 2 β 1.41e+2 1.61e+2 ... 2.41e+2 2.61e+2 β 1.46e+2 1.66e+2 ... 2.46e+2 2.66e+2 β 1.51e+2 1.71e+2 ... 2.51e+2 2.71e+2 β 1.56e+2 1.76e+2 ... 2.56e+2 2.76e+2 ββ - ββaxis 3β 9.81e+2 1.00e+3 ... 1.08e+3 1.10e+3 β 9.86e+2 1.00e+3 ... 1.08e+3 1.10e+3 β 9.91e+2 1.01e+3 ... 1.09e+3 1.11e+3 β 9.96e+2 1.01e+3 ... 1.09e+3 1.11e+3 ββ - ββ β 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 β 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 β 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 β 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 ββ + ββ1 @ 2 β 1.41e+2 1.61e+2 ... 2.41e+2 2.60e+2 β 1.46e+2 1.66e+2 ... 2.46e+2 2.66e+2 β 1.51e+2 1.71e+2 ... 2.51e+2 2.72e+2 β 1.56e+2 1.76e+2 ... 2.56e+2 2.76e+2 ββ + ββaxis 3β 9.80e+2 1.00e+3 ... 1.08e+3 1.10e+3 β 9.84e+2 1.00e+3 ... 1.08e+3 1.10e+3 β 9.92e+2 1.01e+3 ... 1.08e+3 1.11e+3 β 9.96e+2 1.01e+3 ... 1.09e+3 1.12e+3 ββ + ββ β 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 β 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 β 1.83e+3 1.84e+3 ... 1.92e+3 1.95e+3 β 1.84e+3 1.85e+3 ... 1.93e+3 1.95e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β ββ~~~~~ β ... β ... β ... β ... ββ ββaxis 3β β β β ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ4 @ 2 β 5.61e+2 5.81e+2 ... 6.61e+2 6.81e+2 β 5.66e+2 5.86e+2 ... 6.66e+2 6.86e+2 β 5.71e+2 5.91e+2 ... 6.71e+2 6.91e+2 β 5.76e+2 5.96e+2 ... 6.76e+2 6.96e+2 ββ - ββaxis 3β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 β 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 ββ - ββ β 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 β 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 ββ + ββ4 @ 2 β 5.60e+2 5.80e+2 ... 6.60e+2 6.80e+2 β 5.68e+2 5.84e+2 ... 6.64e+2 6.88e+2 β 5.72e+2 5.92e+2 ... 6.72e+2 6.92e+2 β 5.76e+2 5.96e+2 ... 6.76e+2 6.96e+2 ββ + ββaxis 3β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.40e+3 1.43e+3 ... 1.51e+3 1.52e+3 β 1.41e+3 1.44e+3 ... 1.52e+3 1.53e+3 ββ + ββ β 2.24e+3 2.25e+3 ... 2.33e+3 2.36e+3 β 2.24e+3 2.27e+3 ... 2.35e+3 2.36e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.36e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.36e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ5 @ 2 β 7.01e+2 7.21e+2 ... 8.01e+2 8.21e+2 β 7.06e+2 7.26e+2 ... 8.06e+2 8.26e+2 β 7.11e+2 7.31e+2 ... 8.11e+2 8.31e+2 β 7.16e+2 7.36e+2 ... 8.16e+2 8.36e+2 ββ - ββaxis 3β 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 β 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 ββ - ββ β 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 β 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 β 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 β 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 ββ + ββ5 @ 2 β 7.00e+2 7.20e+2 ... 8.00e+2 8.20e+2 β 7.04e+2 7.28e+2 ... 8.08e+2 8.24e+2 β 7.12e+2 7.32e+2 ... 8.12e+2 8.32e+2 β 7.16e+2 7.36e+2 ... 8.16e+2 8.36e+2 ββ + ββaxis 3β 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.55e+3 1.56e+3 ... 1.64e+3 1.67e+3 β 1.55e+3 1.57e+3 ... 1.65e+3 1.68e+3 ββ + ββ β 2.38e+3 2.40e+3 ... 2.48e+3 2.49e+3 β 2.38e+3 2.40e+3 ... 2.48e+3 2.51e+3 β 2.38e+3 2.41e+3 ... 2.49e+3 2.51e+3 β 2.40e+3 2.41e+3 ... 2.49e+3 2.51e+3 ββ βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ @@ -929,23 +929,23 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" = ββ βaxis 5 βaxis 5 βaxis 5 βaxis 5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β ββ0 @ 2 β 2.00 2.20e+1 ... 1.02e+2 1.22e+2 β 7.00 2.70e+1 ... 1.07e+2 1.27e+2 β 1.20e+1 3.20e+1 ... 1.12e+2 1.32e+2 β 1.70e+1 3.70e+1 ... 1.17e+2 1.37e+2 ββ - ββaxis 3β 8.42e+2 8.62e+2 ... 9.42e+2 9.62e+2 β 8.47e+2 8.67e+2 ... 9.47e+2 9.67e+2 β 8.52e+2 8.72e+2 ... 9.52e+2 9.72e+2 β 8.57e+2 8.77e+2 ... 9.57e+2 9.77e+2 ββ - ββ β 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 β 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 β 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 β 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 ββ + ββaxis 3β 8.40e+2 8.64e+2 ... 9.44e+2 9.60e+2 β 8.48e+2 8.68e+2 ... 9.48e+2 9.68e+2 β 8.52e+2 8.72e+2 ... 9.52e+2 9.72e+2 β 8.56e+2 8.76e+2 ... 9.56e+2 9.76e+2 ββ + ββ β 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 β 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 β 1.69e+3 1.71e+3 ... 1.79e+3 1.80e+3 β 1.69e+3 1.72e+3 ... 1.80e+3 1.81e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ1 @ 2 β 1.42e+2 1.62e+2 ... 2.42e+2 2.62e+2 β 1.47e+2 1.67e+2 ... 2.47e+2 2.67e+2 β 1.52e+2 1.72e+2 ... 2.52e+2 2.72e+2 β 1.57e+2 1.77e+2 ... 2.57e+2 2.77e+2 ββ - ββaxis 3β 9.82e+2 1.00e+3 ... 1.08e+3 1.10e+3 β 9.87e+2 1.00e+3 ... 1.08e+3 1.10e+3 β 9.92e+2 1.01e+3 ... 1.09e+3 1.11e+3 β 9.97e+2 1.01e+3 ... 1.09e+3 1.11e+3 ββ - ββ β 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 β 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 β 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 β 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 ββ + ββ1 @ 2 β 1.42e+2 1.62e+2 ... 2.42e+2 2.62e+2 β 1.47e+2 1.67e+2 ... 2.47e+2 2.68e+2 β 1.52e+2 1.72e+2 ... 2.52e+2 2.72e+2 β 1.57e+2 1.77e+2 ... 2.56e+2 2.76e+2 ββ + ββaxis 3β 9.84e+2 1.00e+3 ... 1.08e+3 1.10e+3 β 9.88e+2 1.00e+3 ... 1.08e+3 1.10e+3 β 9.92e+2 1.01e+3 ... 1.08e+3 1.11e+3 β 9.96e+2 1.01e+3 ... 1.09e+3 1.12e+3 ββ + ββ β 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 β 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 β 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 β 1.84e+3 1.85e+3 ... 1.93e+3 1.96e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β ββ~~~~~ β ... β ... β ... β ... ββ ββaxis 3β β β β ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ4 @ 2 β 5.62e+2 5.82e+2 ... 6.62e+2 6.82e+2 β 5.67e+2 5.87e+2 ... 6.67e+2 6.87e+2 β 5.72e+2 5.92e+2 ... 6.72e+2 6.92e+2 β 5.77e+2 5.97e+2 ... 6.77e+2 6.97e+2 ββ - ββaxis 3β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 β 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 ββ - ββ β 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 β 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 ββ + ββ4 @ 2 β 5.60e+2 5.84e+2 ... 6.64e+2 6.80e+2 β 5.68e+2 5.88e+2 ... 6.68e+2 6.88e+2 β 5.72e+2 5.92e+2 ... 6.72e+2 6.92e+2 β 5.76e+2 5.96e+2 ... 6.76e+2 6.96e+2 ββ + ββaxis 3β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.40e+3 1.43e+3 ... 1.51e+3 1.53e+3 β 1.41e+3 1.44e+3 ... 1.52e+3 1.53e+3 ββ + ββ β 2.24e+3 2.25e+3 ... 2.33e+3 2.36e+3 β 2.24e+3 2.27e+3 ... 2.35e+3 2.36e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.36e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.38e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ5 @ 2 β 7.02e+2 7.22e+2 ... 8.02e+2 8.22e+2 β 7.07e+2 7.27e+2 ... 8.07e+2 8.27e+2 β 7.12e+2 7.32e+2 ... 8.12e+2 8.32e+2 β 7.17e+2 7.37e+2 ... 8.17e+2 8.37e+2 ββ - ββaxis 3β 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 β 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 ββ - ββ β 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 β 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 β 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 β 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 ββ + ββ5 @ 2 β 7.04e+2 7.20e+2 ... 8.00e+2 8.24e+2 β 7.08e+2 7.28e+2 ... 8.08e+2 8.28e+2 β 7.12e+2 7.32e+2 ... 8.12e+2 8.32e+2 β 7.16e+2 7.36e+2 ... 8.16e+2 8.36e+2 ββ + ββaxis 3β 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.55e+3 1.56e+3 ... 1.64e+3 1.67e+3 β 1.56e+3 1.57e+3 ... 1.65e+3 1.68e+3 ββ + ββ β 2.38e+3 2.40e+3 ... 2.48e+3 2.49e+3 β 2.38e+3 2.40e+3 ... 2.48e+3 2.51e+3 β 2.40e+3 2.41e+3 ... 2.49e+3 2.51e+3 β 2.40e+3 2.41e+3 ... 2.49e+3 2.51e+3 ββ βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ @@ -953,23 +953,23 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" = ββ βaxis 5 βaxis 5 βaxis 5 βaxis 5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β ββ0 @ 2 β 3.00 2.30e+1 ... 1.03e+2 1.23e+2 β 8.00 2.80e+1 ... 1.08e+2 1.28e+2 β 1.30e+1 3.30e+1 ... 1.13e+2 1.33e+2 β 1.80e+1 3.80e+1 ... 1.18e+2 1.38e+2 ββ - ββaxis 3β 8.43e+2 8.63e+2 ... 9.43e+2 9.63e+2 β 8.48e+2 8.68e+2 ... 9.48e+2 9.68e+2 β 8.53e+2 8.73e+2 ... 9.53e+2 9.73e+2 β 8.58e+2 8.78e+2 ... 9.58e+2 9.78e+2 ββ - ββ β 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 β 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 β 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 β 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 ββ + ββaxis 3β 8.44e+2 8.64e+2 ... 9.44e+2 9.64e+2 β 8.48e+2 8.68e+2 ... 9.48e+2 9.68e+2 β 8.52e+2 8.72e+2 ... 9.52e+2 9.72e+2 β 8.56e+2 8.80e+2 ... 9.60e+2 9.76e+2 ββ + ββ β 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 β 1.68e+3 1.71e+3 ... 1.79e+3 1.80e+3 β 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 β 1.69e+3 1.72e+3 ... 1.80e+3 1.81e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ1 @ 2 β 1.43e+2 1.63e+2 ... 2.43e+2 2.63e+2 β 1.48e+2 1.68e+2 ... 2.48e+2 2.68e+2 β 1.53e+2 1.73e+2 ... 2.53e+2 2.73e+2 β 1.58e+2 1.78e+2 ... 2.58e+2 2.78e+2 ββ - ββaxis 3β 9.83e+2 1.00e+3 ... 1.08e+3 1.10e+3 β 9.88e+2 1.00e+3 ... 1.08e+3 1.10e+3 β 9.93e+2 1.01e+3 ... 1.09e+3 1.11e+3 β 9.98e+2 1.01e+3 ... 1.09e+3 1.11e+3 ββ - ββ β 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 β 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 β 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 β 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 ββ + ββ1 @ 2 β 1.43e+2 1.63e+2 ... 2.43e+2 2.64e+2 β 1.48e+2 1.68e+2 ... 2.48e+2 2.68e+2 β 1.53e+2 1.73e+2 ... 2.53e+2 2.72e+2 β 1.58e+2 1.78e+2 ... 2.58e+2 2.78e+2 ββ + ββaxis 3β 9.84e+2 1.00e+3 ... 1.08e+3 1.10e+3 β 9.88e+2 1.00e+3 ... 1.08e+3 1.10e+3 β 9.92e+2 1.01e+3 ... 1.09e+3 1.11e+3 β 1.00e+3 1.01e+3 ... 1.09e+3 1.12e+3 ββ + ββ β 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 β 1.82e+3 1.84e+3 ... 1.92e+3 1.95e+3 β 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 β 1.84e+3 1.85e+3 ... 1.93e+3 1.96e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β ββ~~~~~ β ... β ... β ... β ... ββ ββaxis 3β β β β ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ4 @ 2 β 5.63e+2 5.83e+2 ... 6.63e+2 6.83e+2 β 5.68e+2 5.88e+2 ... 6.68e+2 6.88e+2 β 5.73e+2 5.93e+2 ... 6.73e+2 6.93e+2 β 5.78e+2 5.98e+2 ... 6.78e+2 6.98e+2 ββ - ββaxis 3β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 β 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 ββ - ββ β 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 β 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 ββ + ββ4 @ 2 β 5.64e+2 5.84e+2 ... 6.64e+2 6.84e+2 β 5.68e+2 5.88e+2 ... 6.68e+2 6.88e+2 β 5.72e+2 5.92e+2 ... 6.72e+2 6.92e+2 β 5.76e+2 6.00e+2 ... 6.80e+2 6.96e+2 ββ + ββaxis 3β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 β 1.41e+3 1.44e+3 ... 1.52e+3 1.53e+3 ββ + ββ β 2.24e+3 2.25e+3 ... 2.33e+3 2.36e+3 β 2.24e+3 2.27e+3 ... 2.35e+3 2.36e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.36e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.38e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ5 @ 2 β 7.03e+2 7.23e+2 ... 8.03e+2 8.23e+2 β 7.08e+2 7.28e+2 ... 8.08e+2 8.28e+2 β 7.13e+2 7.33e+2 ... 8.13e+2 8.33e+2 β 7.18e+2 7.38e+2 ... 8.18e+2 8.38e+2 ββ - ββaxis 3β 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 β 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 ββ - ββ β 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 β 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 β 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 β 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 ββ + ββ5 @ 2 β 7.04e+2 7.24e+2 ... 8.04e+2 8.24e+2 β 7.08e+2 7.28e+2 ... 8.08e+2 8.28e+2 β 7.12e+2 7.32e+2 ... 8.12e+2 8.32e+2 β 7.20e+2 7.36e+2 ... 8.16e+2 8.40e+2 ββ + ββaxis 3β 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.55e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 β 1.56e+3 1.57e+3 ... 1.65e+3 1.68e+3 ββ + ββ β 2.38e+3 2.40e+3 ... 2.48e+3 2.49e+3 β 2.38e+3 2.40e+3 ... 2.49e+3 2.51e+3 β 2.40e+3 2.41e+3 ... 2.49e+3 2.51e+3 β 2.40e+3 2.41e+3 ... 2.49e+3 2.51e+3 ββ βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ @@ -977,23 +977,23 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" = ββ βaxis 5 βaxis 5 βaxis 5 βaxis 5 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β ββ0 @ 2 β 4.00 2.40e+1 ... 1.04e+2 1.24e+2 β 9.00 2.90e+1 ... 1.09e+2 1.29e+2 β 1.40e+1 3.40e+1 ... 1.14e+2 1.34e+2 β 1.90e+1 3.90e+1 ... 1.19e+2 1.39e+2 ββ - ββaxis 3β 8.44e+2 8.64e+2 ... 9.44e+2 9.64e+2 β 8.49e+2 8.69e+2 ... 9.49e+2 9.69e+2 β 8.54e+2 8.74e+2 ... 9.54e+2 9.74e+2 β 8.59e+2 8.79e+2 ... 9.59e+2 9.79e+2 ββ - ββ β 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 β 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 β 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 β 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 ββ + ββaxis 3β 8.44e+2 8.64e+2 ... 9.44e+2 9.64e+2 β 8.48e+2 8.68e+2 ... 9.48e+2 9.68e+2 β 8.56e+2 8.72e+2 ... 9.52e+2 9.76e+2 β 8.60e+2 8.80e+2 ... 9.60e+2 9.80e+2 ββ + ββ β 1.68e+3 1.70e+3 ... 1.78e+3 1.80e+3 β 1.68e+3 1.71e+3 ... 1.79e+3 1.80e+3 β 1.69e+3 1.71e+3 ... 1.79e+3 1.81e+3 β 1.69e+3 1.72e+3 ... 1.80e+3 1.81e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ1 @ 2 β 1.44e+2 1.64e+2 ... 2.44e+2 2.64e+2 β 1.49e+2 1.69e+2 ... 2.49e+2 2.69e+2 β 1.54e+2 1.74e+2 ... 2.54e+2 2.74e+2 β 1.59e+2 1.79e+2 ... 2.59e+2 2.79e+2 ββ - ββaxis 3β 9.84e+2 1.00e+3 ... 1.08e+3 1.10e+3 β 9.89e+2 1.00e+3 ... 1.08e+3 1.10e+3 β 9.94e+2 1.01e+3 ... 1.09e+3 1.11e+3 β 9.99e+2 1.01e+3 ... 1.09e+3 1.11e+3 ββ - ββ β 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 β 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 β 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 β 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 ββ + ββ1 @ 2 β 1.44e+2 1.64e+2 ... 2.44e+2 2.64e+2 β 1.49e+2 1.69e+2 ... 2.49e+2 2.68e+2 β 1.54e+2 1.74e+2 ... 2.54e+2 2.74e+2 β 1.59e+2 1.79e+2 ... 2.60e+2 2.80e+2 ββ + ββaxis 3β 9.84e+2 1.00e+3 ... 1.08e+3 1.10e+3 β 9.88e+2 1.00e+3 ... 1.08e+3 1.11e+3 β 9.92e+2 1.01e+3 ... 1.09e+3 1.11e+3 β 1.00e+3 1.02e+3 ... 1.09e+3 1.12e+3 ββ + ββ β 1.82e+3 1.84e+3 ... 1.92e+3 1.94e+3 β 1.83e+3 1.84e+3 ... 1.92e+3 1.95e+3 β 1.83e+3 1.85e+3 ... 1.93e+3 1.95e+3 β 1.84e+3 1.85e+3 ... 1.93e+3 1.96e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β ββ~~~~~ β ... β ... β ... β ... ββ ββaxis 3β β β β ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ4 @ 2 β 5.64e+2 5.84e+2 ... 6.64e+2 6.84e+2 β 5.69e+2 5.89e+2 ... 6.69e+2 6.89e+2 β 5.74e+2 5.94e+2 ... 6.74e+2 6.94e+2 β 5.79e+2 5.99e+2 ... 6.79e+2 6.99e+2 ββ - ββaxis 3β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 β 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 ββ - ββ β 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 β 2.24e+3 2.26e+3 ... 2.34e+3 2.36e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.37e+3 ββ + ββ4 @ 2 β 5.64e+2 5.84e+2 ... 6.64e+2 6.84e+2 β 5.68e+2 5.88e+2 ... 6.68e+2 6.88e+2 β 5.76e+2 5.92e+2 ... 6.72e+2 6.96e+2 β 5.80e+2 6.00e+2 ... 6.80e+2 7.00e+2 ββ + ββaxis 3β 1.40e+3 1.42e+3 ... 1.50e+3 1.52e+3 β 1.40e+3 1.43e+3 ... 1.51e+3 1.52e+3 β 1.41e+3 1.43e+3 ... 1.51e+3 1.53e+3 β 1.41e+3 1.44e+3 ... 1.52e+3 1.53e+3 ββ + ββ β 2.24e+3 2.27e+3 ... 2.33e+3 2.36e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.36e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.36e+3 β 2.25e+3 2.27e+3 ... 2.35e+3 2.38e+3 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββ5 @ 2 β 7.04e+2 7.24e+2 ... 8.04e+2 8.24e+2 β 7.09e+2 7.29e+2 ... 8.09e+2 8.29e+2 β 7.14e+2 7.34e+2 ... 8.14e+2 8.34e+2 β 7.19e+2 7.39e+2 ... 8.19e+2 8.39e+2 ββ - ββaxis 3β 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 β 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 ββ - ββ β 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 β 2.38e+3 2.40e+3 ... 2.48e+3 2.50e+3 β 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 β 2.39e+3 2.41e+3 ... 2.49e+3 2.51e+3 ββ + ββ5 @ 2 β 7.04e+2 7.24e+2 ... 8.04e+2 8.24e+2 β 7.08e+2 7.28e+2 ... 8.08e+2 8.28e+2 β 7.12e+2 7.36e+2 ... 8.16e+2 8.32e+2 β 7.20e+2 7.40e+2 ... 8.20e+2 8.40e+2 ββ + ββaxis 3β 1.54e+3 1.56e+3 ... 1.64e+3 1.66e+3 β 1.55e+3 1.56e+3 ... 1.64e+3 1.67e+3 β 1.55e+3 1.57e+3 ... 1.65e+3 1.67e+3 β 1.56e+3 1.57e+3 ... 1.65e+3 1.68e+3 ββ + ββ β 2.38e+3 2.40e+3 ... 2.48e+3 2.49e+3 β 2.38e+3 2.41e+3 ... 2.49e+3 2.51e+3 β 2.40e+3 2.41e+3 ... 2.49e+3 2.51e+3 β 2.40e+3 2.41e+3 ... 2.49e+3 2.51e+3 ββ βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}]; @@ -1009,9 +1009,9 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" = ββ β0 @ 0 β1 @ 0 β2 @ 0 β3 @ 0 β4 @ 0 ββ ββ βaxis 2 βaxis 2 βaxis 2 βaxis 2 βaxis 2 ββ βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββaxis 1β 7.76e+4 7.86e+4 ... 8.24e+4 8.34e+4 β 7.76e+4 7.86e+4 ... 8.24e+4 8.34e+4 β 7.77e+4 7.86e+4 ... 8.25e+4 8.34e+4 β 7.77e+4 7.87e+4 ... 8.25e+4 8.35e+4 β 7.78e+4 7.87e+4 ... 8.26e+4 8.35e+4 ββ - ββ β 1.17e+5 1.18e+5 ... 1.22e+5 1.23e+5 β 1.18e+5 1.18e+5 ... 1.22e+5 1.23e+5 β 1.18e+5 1.19e+5 ... 1.22e+5 1.23e+5 β 1.18e+5 1.19e+5 ... 1.22e+5 1.23e+5 β 1.18e+5 1.19e+5 ... 1.22e+5 1.23e+5 ββ - ββ β 1.58e+5 1.59e+5 ... 1.63e+5 1.64e+5 β 1.58e+5 1.59e+5 ... 1.63e+5 1.64e+5 β 1.58e+5 1.59e+5 ... 1.63e+5 1.64e+5 β 1.58e+5 1.59e+5 ... 1.63e+5 1.64e+5 β 1.58e+5 1.59e+5 ... 1.63e+5 1.64e+5 ββ + ββaxis 1β 7.73e+4 7.83e+4 ... 8.08e+4 8.34e+4 β 7.73e+4 7.83e+4 ... 8.08e+4 8.34e+4 β 7.73e+4 7.83e+4 ... 8.14e+4 8.34e+4 β 7.78e+4 7.83e+4 ... 8.24e+4 8.34e+4 β 7.78e+4 7.83e+4 ... 8.24e+4 8.39e+4 ββ + ββ β 1.18e+5 1.18e+5 ... 1.23e+5 1.24e+5 β 1.18e+5 1.18e+5 ... 1.23e+5 1.24e+5 β 1.18e+5 1.18e+5 ... 1.23e+5 1.24e+5 β 1.18e+5 1.18e+5 ... 1.23e+5 1.24e+5 β 1.18e+5 1.18e+5 ... 1.23e+5 1.24e+5 ββ + ββ β 1.58e+5 1.59e+5 ... 1.64e+5 1.64e+5 β 1.58e+5 1.60e+5 ... 1.64e+5 1.64e+5 β 1.58e+5 1.60e+5 ... 1.64e+5 1.64e+5 β 1.58e+5 1.60e+5 ... 1.64e+5 1.64e+5 β 1.58e+5 1.60e+5 ... 1.64e+5 1.64e+5 ββ βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}]; @@ -1692,9 +1692,9 @@ let%expect_test "einsum with a leftmost input axis preserved as output axis" = ββ βaxis 2 βaxis 2 βaxis 2 ββ βββββββββΌβββββββββββββββββββΌβββββββββββββββββββΌβββββββββββββββββββ€β ββaxis 1β 1.20e+1 4.80e+1 β 9.00e+2 1.00e+3 β 2.94e+3 3.12e+3 ββ - ββ β 1.05e+2 1.50e+2 β 1.20e+3 1.32e+3 β 3.46e+3 3.65e+3 ββ - ββ β 2.34e+2 2.88e+2 β 1.55e+3 1.68e+3 β 4.02e+3 4.22e+3 ββ - ββ β 3.99e+2 4.62e+2 β 1.93e+3 2.07e+3 β 4.62e+3 4.83e+3 ββ + ββ β 1.05e+2 1.50e+2 β 1.20e+3 1.32e+3 β 3.45e+3 3.64e+3 ββ + ββ β 2.34e+2 2.88e+2 β 1.55e+3 1.68e+3 β 4.01e+3 4.22e+3 ββ + ββ β 4.00e+2 4.60e+2 β 1.93e+3 2.08e+3 β 4.60e+3 4.83e+3 ββ βββββββββ΄βββββββββββββββββββ΄βββββββββββββββββββ΄ββββββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}] (cd _build/default/test && ./moons_demo_parallel_run.exe) Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file ("Set log_level to" 1) ββ{orphaned from #2} Retrieving commandline, environment, or config file variable ocannl_backend Found multicore_cc, in the config file Properties of devices: (multicore_devices (device ((device_name CPU) (device_ordinal 0) (num_domains 72)))) @!Retrieving commandline, environment, or config file variable ocannl_prefer_backend_uniformity Found true, in the config file Retrieving commandline, environment, or config file variable ocannl_debug_log_to_stream_files Not found, using default false Retrieving commandline, environment, or config file variable ocannl_ll_ident_style Not found, using default heuristic Retrieving commandline, environment, or config file variable ocannl_cc_backend_optimization_level Not found, using default 3 Retrieving commandline, environment, or config file variable ocannl_cc_backend_compiler_command Not found, using default gcc Retrieving commandline, environment, or config file variable ocannl_never_capture_stdout Not found, using default false Batch=59, step=60, lr=0.200000, batch loss=23.500000, epoch loss=23.500000 Batch=119, step=120, lr=0.199750, batch loss=8.750000, epoch loss=32.250000 Batch=179, step=180, lr=0.199500, batch loss=2.546875, epoch loss=34.796875 Batch=239, step=240, lr=0.199250, batch loss=0.851562, epoch loss=35.648438 Batch=299, step=300, lr=0.199000, batch loss=1.406250, epoch loss=37.054688 Batch=359, step=360, lr=0.198750, batch loss=1.335938, epoch loss=38.390625 Batch=419, step=420, lr=0.198500, batch loss=0.617188, epoch loss=39.007812 Batch=479, step=480, lr=0.198250, batch loss=0.769531, epoch loss=39.777344 Batch=539, step=540, lr=0.198000, batch loss=0.679688, epoch loss=40.457031 Batch=599, step=600, lr=0.197750, batch loss=1.101562, epoch loss=41.558594 Batch=659, step=660, lr=0.197500, batch loss=0.484375, epoch loss=42.042969 Batch=719, step=720, lr=0.197250, batch loss=0.412109, epoch loss=42.455078 Batch=779, step=780, lr=0.197000, batch loss=0.470703, epoch loss=42.925781 Batch=839, step=840, lr=0.196750, batch loss=0.447266, epoch loss=43.373047 Batch=899, step=900, lr=0.196500, batch loss=0.386719, epoch loss=43.759766 Batch=959, step=960, lr=0.196250, batch loss=0.239258, epoch loss=43.999023 Batch=1019, step=1020, lr=0.196000, batch loss=0.443359, epoch loss=44.442383 Batch=1079, step=1080, lr=0.195750, batch loss=0.255859, epoch loss=44.698242 Batch=1139, step=1140, lr=0.195500, batch loss=0.345703, epoch loss=45.043945 Batch=1199, step=1200, lr=0.195250, batch loss=0.257812, epoch loss=45.301758 Epoch=0, step=1200, lr=0.195250, epoch loss=45.301758 Batch=59, step=1260, lr=0.195000, batch loss=0.263672, epoch loss=0.263672 Batch=119, step=1320, lr=0.194750, batch loss=0.203125, epoch loss=0.466797 Batch=179, step=1380, lr=0.194500, batch loss=0.244141, epoch loss=0.710938 Batch=239, step=1440, lr=0.194250, batch loss=0.349609, epoch loss=1.060547 Batch=299, step=1500, lr=0.194000, batch loss=0.240234, epoch loss=1.300781 Batch=359, step=1560, lr=0.193750, batch loss=0.312500, epoch loss=1.613281 Batch=419, step=1620, lr=0.193500, batch loss=0.306641, epoch loss=1.919922 Batch=479, step=1680, lr=0.193250, batch loss=0.275391, epoch loss=2.195312 Batch=539, step=1740, lr=0.193000, batch loss=0.210938, epoch loss=2.406250 Batch=599, step=1800, lr=0.192750, batch loss=0.250000, epoch loss=2.656250 Batch=659, step=1860, lr=0.192500, batch loss=0.367188, epoch loss=3.023438 Batch=719, step=1920, lr=0.192250, batch loss=0.355469, epoch loss=3.378906 Batch=779, step=1980, lr=0.192000, batch loss=0.380859, epoch loss=3.759766 Batch=839, step=2040, lr=0.191750, batch loss=0.343750, epoch loss=4.103516 Batch=899, step=2100, lr=0.191500, batch loss=0.302734, epoch loss=4.406250 Batch=959, step=2160, lr=0.191250, batch loss=0.220703, epoch loss=4.626953 Batch=1019, step=2220, lr=0.191000, batch loss=0.332031, epoch loss=4.958984 Batch=1079, step=2280, lr=0.190750, batch loss=0.214844, epoch loss=5.173828 Batch=1139, step=2340, lr=0.190500, batch loss=0.287109, epoch loss=5.460938 Batch=1199, step=2400, lr=0.190250, batch loss=0.223633, epoch loss=5.684570 Epoch=1, step=2400, lr=0.190250, epoch loss=5.684570 Batch=59, step=2460, lr=0.190000, batch loss=0.233398, epoch loss=0.233398 Batch=119, step=2520, lr=0.189750, batch loss=0.194336, epoch loss=0.427734 Batch=179, step=2580, lr=0.189500, batch loss=0.222656, epoch loss=0.650391 Batch=239, step=2640, lr=0.189250, batch loss=0.330078, epoch loss=0.980469 Batch=299, step=2700, lr=0.189000, batch loss=0.203125, epoch loss=1.183594 Batch=359, step=2760, lr=0.188750, batch loss=0.294922, epoch loss=1.478516 Batch=419, step=2820, lr=0.188500, batch loss=0.279297, epoch loss=1.757812 Batch=479, step=2880, lr=0.188250, batch loss=0.255859, epoch loss=2.013672 Batch=539, step=2940, lr=0.188000, batch loss=0.195312, epoch loss=2.208984 Batch=599, step=3000, lr=0.187750, batch loss=0.237305, epoch loss=2.446289 Batch=659, step=3060, lr=0.187500, batch loss=0.343750, epoch loss=2.790039 Batch=719, step=3120, lr=0.187250, batch loss=0.341797, epoch loss=3.131836 Batch=779, step=3180, lr=0.187000, batch loss=0.365234, epoch loss=3.497070 Batch=839, step=3240, lr=0.186750, batch loss=0.322266, epoch loss=3.819336 Batch=899, step=3300, lr=0.186500, batch loss=0.289062, epoch loss=4.108398 Batch=959, step=3360, lr=0.186250, batch loss=0.211914, epoch loss=4.320312 Batch=1019, step=3420, lr=0.186000, batch loss=0.306641, epoch loss=4.626953 Batch=1079, step=3480, lr=0.185750, batch loss=0.187500, epoch loss=4.814453 Batch=1139, step=3540, lr=0.185500, batch loss=0.234375, epoch loss=5.048828 Batch=1199, step=3600, lr=0.185250, batch loss=0.199219, epoch loss=5.248047 Epoch=2, step=3600, lr=0.185250, epoch loss=5.248047 Batch=59, step=3660, lr=0.185000, batch loss=0.241211, epoch loss=0.241211 Batch=119, step=3720, lr=0.184750, batch loss=0.204102, epoch loss=0.445312 Batch=179, step=3780, lr=0.184500, batch loss=0.210938, epoch loss=0.656250 Batch=239, step=3840, lr=0.184250, batch loss=0.316406, epoch loss=0.972656 Batch=299, step=3900, lr=0.184000, batch loss=0.207031, epoch loss=1.179688 Batch=359, step=3960, lr=0.183750, batch loss=0.285156, epoch loss=1.464844 Batch=419, step=4020, lr=0.183500, batch loss=0.271484, epoch loss=1.736328 Batch=479, step=4080, lr=0.183250, batch loss=0.246094, epoch loss=1.982422 Batch=539, step=4140, lr=0.183000, batch loss=0.196289, epoch loss=2.178711 Batch=599, step=4200, lr=0.182750, batch loss=0.250000, epoch loss=2.428711 Batch=659, step=4260, lr=0.182500, batch loss=0.333984, epoch loss=2.762695 Batch=719, step=4320, lr=0.182250, batch loss=0.351562, epoch loss=3.114258 Batch=779, step=4380, lr=0.182000, batch loss=0.347656, epoch loss=3.461914 Batch=839, step=4440, lr=0.181750, batch loss=0.316406, epoch loss=3.778320 Batch=899, step=4500, lr=0.181500, batch loss=0.283203, epoch loss=4.061523 Batch=959, step=4560, lr=0.181250, batch loss=0.240234, epoch loss=4.301758 Batch=1019, step=4620, lr=0.181000, batch loss=0.355469, epoch loss=4.657227 Batch=1079, step=4680, lr=0.180750, batch loss=0.218750, epoch loss=4.875977 Batch=1139, step=4740, lr=0.180500, batch loss=0.253906, epoch loss=5.129883 Batch=1199, step=4800, lr=0.180250, batch loss=0.192383, epoch loss=5.322266 Epoch=3, step=4800, lr=0.180250, epoch loss=5.322266 Batch=59, step=4860, lr=0.180000, batch loss=0.222656, epoch loss=0.222656 Batch=119, step=4920, lr=0.179750, batch loss=0.191406, epoch loss=0.414062 Batch=179, step=4980, lr=0.179500, batch loss=0.207031, epoch loss=0.621094 Batch=239, step=5040, lr=0.179250, batch loss=0.306641, epoch loss=0.927734 Batch=299, step=5100, lr=0.179000, batch loss=0.201172, epoch loss=1.128906 Batch=359, step=5160, lr=0.178750, batch loss=0.275391, epoch loss=1.404297 Batch=419, step=5220, lr=0.178500, batch loss=0.265625, epoch loss=1.669922 Batch=479, step=5280, lr=0.178250, batch loss=0.241211, epoch loss=1.911133 Batch=539, step=5340, lr=0.178000, batch loss=0.189453, epoch loss=2.100586 Batch=599, step=5400, lr=0.177750, batch loss=0.235352, epoch loss=2.335938 Batch=659, step=5460, lr=0.177500, batch loss=0.324219, epoch loss=2.660156 Batch=719, step=5520, lr=0.177250, batch loss=0.324219, epoch loss=2.984375 Batch=779, step=5580, lr=0.177000, batch loss=0.343750, epoch loss=3.328125 Batch=839, step=5640, lr=0.176750, batch loss=0.310547, epoch loss=3.638672 Batch=899, step=5700, lr=0.176500, batch loss=0.275391, epoch loss=3.914062 Batch=959, step=5760, lr=0.176250, batch loss=0.220703, epoch loss=4.134766 Batch=1019, step=5820, lr=0.176000, batch loss=0.333984, epoch loss=4.468750 Batch=1079, step=5880, lr=0.175750, batch loss=0.197266, epoch loss=4.666016 Batch=1139, step=5940, lr=0.175500, batch loss=0.229492, epoch loss=4.895508 Batch=1199, step=6000, lr=0.175250, batch loss=0.186523, epoch loss=5.082031 Epoch=4, step=6000, lr=0.175250, epoch loss=5.082031 Batch=59, step=6060, lr=0.175000, batch loss=0.226562, epoch loss=0.226562 Batch=119, step=6120, lr=0.174750, batch loss=0.187500, epoch loss=0.414062 Batch=179, step=6180, lr=0.174500, batch loss=0.202148, epoch loss=0.616211 Batch=239, step=6240, lr=0.174250, batch loss=0.306641, epoch loss=0.922852 Batch=299, step=6300, lr=0.174000, batch loss=0.210938, epoch loss=1.133789 Batch=359, step=6360, lr=0.173750, batch loss=0.275391, epoch loss=1.409180 Batch=419, step=6420, lr=0.173500, batch loss=0.269531, epoch loss=1.678711 Batch=479, step=6480, lr=0.173250, batch loss=0.241211, epoch loss=1.919922 Batch=539, step=6540, lr=0.173000, batch loss=0.198242, epoch loss=2.118164 Batch=599, step=6600, lr=0.172750, batch loss=0.241211, epoch loss=2.359375 Batch=659, step=6660, lr=0.172500, batch loss=0.322266, epoch loss=2.681641 Batch=719, step=6720, lr=0.172250, batch loss=0.330078, epoch loss=3.011719 Batch=779, step=6780, lr=0.172000, batch loss=0.339844, epoch loss=3.351562 Batch=839, step=6840, lr=0.171750, batch loss=0.304688, epoch loss=3.656250 Batch=899, step=6900, lr=0.171500, batch loss=0.273438, epoch loss=3.929688 Batch=959, step=6960, lr=0.171250, batch loss=0.213867, epoch loss=4.143555 Batch=1019, step=7020, lr=0.171000, batch loss=0.328125, epoch loss=4.471680 Batch=1079, step=7080, lr=0.170750, batch loss=0.179688, epoch loss=4.651367 Batch=1139, step=7140, lr=0.170500, batch loss=0.212891, epoch loss=4.864258 Batch=1199, step=7200, lr=0.170250, batch loss=0.188477, epoch loss=5.052734 Epoch=5, step=7200, lr=0.170250, epoch loss=5.052734 Batch=59, step=7260, lr=0.170000, batch loss=0.236328, epoch loss=0.236328 Batch=119, step=7320, lr=0.169750, batch loss=0.185547, epoch loss=0.421875 Batch=179, step=7380, lr=0.169500, batch loss=0.198242, epoch loss=0.620117 Batch=239, step=7440, lr=0.169250, batch loss=0.292969, epoch loss=0.913086 Batch=299, step=7500, lr=0.169000, batch loss=0.202148, epoch loss=1.115234 Batch=359, step=7560, lr=0.168750, batch loss=0.263672, epoch loss=1.378906 Batch=419, step=7620, lr=0.168500, batch loss=0.261719, epoch loss=1.640625 Batch=479, step=7680, lr=0.168250, batch loss=0.239258, epoch loss=1.879883 Batch=539, step=7740, lr=0.168000, batch loss=0.188477, epoch loss=2.068359 Batch=599, step=7800, lr=0.167750, batch loss=0.227539, epoch loss=2.295898 Batch=659, step=7860, lr=0.167500, batch loss=0.310547, epoch loss=2.606445 Batch=719, step=7920, lr=0.167250, batch loss=0.314453, epoch loss=2.920898 Batch=779, step=7980, lr=0.167000, batch loss=0.330078, epoch loss=3.250977 Batch=839, step=8040, lr=0.166750, batch loss=0.302734, epoch loss=3.553711 Batch=899, step=8100, lr=0.166500, batch loss=0.265625, epoch loss=3.819336 Batch=959, step=8160, lr=0.166250, batch loss=0.207031, epoch loss=4.026367 Batch=1019, step=8220, lr=0.166000, batch loss=0.328125, epoch loss=4.354492 Batch=1079, step=8280, lr=0.165750, batch loss=0.180664, epoch loss=4.535156 Batch=1139, step=8340, lr=0.165500, batch loss=0.210938, epoch loss=4.746094 Batch=1199, step=8400, lr=0.165250, batch loss=0.179688, epoch loss=4.925781 Epoch=6, step=8400, lr=0.165250, epoch loss=4.925781 Batch=59, step=8460, lr=0.165000, batch loss=0.231445, epoch loss=0.231445 Batch=119, step=8520, lr=0.164750, batch loss=0.177734, epoch loss=0.409180 Batch=179, step=8580, lr=0.164500, batch loss=0.191406, epoch loss=0.600586 Batch=239, step=8640, lr=0.164250, batch loss=0.289062, epoch loss=0.889648 Batch=299, step=8700, lr=0.164000, batch loss=0.201172, epoch loss=1.090820 Batch=359, step=8760, lr=0.163750, batch loss=0.257812, epoch loss=1.348633 Batch=419, step=8820, lr=0.163500, batch loss=0.247070, epoch loss=1.595703 Batch=479, step=8880, lr=0.163250, batch loss=0.227539, epoch loss=1.823242 Batch=539, step=8940, lr=0.163000, batch loss=0.177734, epoch loss=2.000977 Batch=599, step=9000, lr=0.162750, batch loss=0.227539, epoch loss=2.228516 Batch=659, step=9060, lr=0.162500, batch loss=0.300781, epoch loss=2.529297 Batch=719, step=9120, lr=0.162250, batch loss=0.298828, epoch loss=2.828125 Batch=779, step=9180, lr=0.162000, batch loss=0.320312, epoch loss=3.148438 Batch=839, step=9240, lr=0.161750, batch loss=0.289062, epoch loss=3.437500 Batch=899, step=9300, lr=0.161500, batch loss=0.257812, epoch loss=3.695312 Batch=959, step=9360, lr=0.161250, batch loss=0.221680, epoch loss=3.916992 Batch=1019, step=9420, lr=0.161000, batch loss=0.302734, epoch loss=4.219727 Batch=1079, step=9480, lr=0.160750, batch loss=0.176758, epoch loss=4.396484 Batch=1139, step=9540, lr=0.160500, batch loss=0.211914, epoch loss=4.608398 Batch=1199, step=9600, lr=0.160250, batch loss=0.167969, epoch loss=4.776367 Epoch=7, step=9600, lr=0.160250, epoch loss=4.776367 Batch=59, step=9660, lr=0.160000, batch loss=0.200195, epoch loss=0.200195 Batch=119, step=9720, lr=0.159750, batch loss=0.166016, epoch loss=0.366211 Batch=179, step=9780, lr=0.159500, batch loss=0.183594, epoch loss=0.549805 Batch=239, step=9840, lr=0.159250, batch loss=0.271484, epoch loss=0.821289 Batch=299, step=9900, lr=0.159000, batch loss=0.192383, epoch loss=1.013672 Batch=359, step=9960, lr=0.158750, batch loss=0.248047, epoch loss=1.261719 Batch=419, step=10020, lr=0.158500, batch loss=0.240234, epoch loss=1.501953 Batch=479, step=10080, lr=0.158250, batch loss=0.217773, epoch loss=1.719727 Batch=539, step=10140, lr=0.158000, batch loss=0.177734, epoch loss=1.897461 Batch=599, step=10200, lr=0.157750, batch loss=0.208008, epoch loss=2.105469 Batch=659, step=10260, lr=0.157500, batch loss=0.289062, epoch loss=2.394531 Batch=719, step=10320, lr=0.157250, batch loss=0.292969, epoch loss=2.687500 Batch=779, step=10380, lr=0.157000, batch loss=0.300781, epoch loss=2.988281 Batch=839, step=10440, lr=0.156750, batch loss=0.275391, epoch loss=3.263672 Batch=899, step=10500, lr=0.156500, batch loss=0.251953, epoch loss=3.515625 Batch=959, step=10560, lr=0.156250, batch loss=0.202148, epoch loss=3.717773 Batch=1019, step=10620, lr=0.156000, batch loss=0.291016, epoch loss=4.008789 Batch=1079, step=10680, lr=0.155750, batch loss=0.199219, epoch loss=4.208008 Batch=1139, step=10740, lr=0.155500, batch loss=0.210938, epoch loss=4.418945 Batch=1199, step=10800, lr=0.155250, batch loss=0.162109, epoch loss=4.581055 Epoch=8, step=10800, lr=0.155250, epoch loss=4.581055 Batch=59, step=10860, lr=0.155000, batch loss=0.188477, epoch loss=0.188477 Batch=119, step=10920, lr=0.154750, batch loss=0.155273, epoch loss=0.343750 Batch=179, step=10980, lr=0.154500, batch loss=0.170898, epoch loss=0.514648 Batch=239, step=11040, lr=0.154250, batch loss=0.251953, epoch loss=0.766602 Batch=299, step=11100, lr=0.154000, batch loss=0.180664, epoch loss=0.947266 Batch=359, step=11160, lr=0.153750, batch loss=0.226562, epoch loss=1.173828 Batch=419, step=11220, lr=0.153500, batch loss=0.219727, epoch loss=1.393555 Batch=479, step=11280, lr=0.153250, batch loss=0.199219, epoch loss=1.592773 Batch=539, step=11340, lr=0.153000, batch loss=0.162109, epoch loss=1.754883 Batch=599, step=11400, lr=0.152750, batch loss=0.191406, epoch loss=1.946289 Batch=659, step=11460, lr=0.152500, batch loss=0.275391, epoch loss=2.221680 Batch=719, step=11520, lr=0.152250, batch loss=0.267578, epoch loss=2.489258 Batch=779, step=11580, lr=0.152000, batch loss=0.283203, epoch loss=2.772461 Batch=839, step=11640, lr=0.151750, batch loss=0.259766, epoch loss=3.032227 Batch=899, step=11700, lr=0.151500, batch loss=0.226562, epoch loss=3.258789 Batch=959, step=11760, lr=0.151250, batch loss=0.173828, epoch loss=3.432617 Batch=1019, step=11820, lr=0.151000, batch loss=0.277344, epoch loss=3.709961 Batch=1079, step=11880, lr=0.150750, batch loss=0.163086, epoch loss=3.873047 Batch=1139, step=11940, lr=0.150500, batch loss=0.199219, epoch loss=4.072266 Batch=1199, step=12000, lr=0.150250, batch loss=0.148438, epoch loss=4.220703 Epoch=9, step=12000, lr=0.150250, epoch loss=4.220703 Batch=59, step=12060, lr=0.150000, batch loss=0.166016, epoch loss=0.166016 Batch=119, step=12120, lr=0.149750, batch loss=0.134766, epoch loss=0.300781 Batch=179, step=12180, lr=0.149500, batch loss=0.160156, epoch loss=0.460938 Batch=239, step=12240, lr=0.149250, batch loss=0.233398, epoch loss=0.694336 Batch=299, step=12300, lr=0.149000, batch loss=0.152344, epoch loss=0.846680 Batch=359, step=12360, lr=0.148750, batch loss=0.203125, epoch loss=1.049805 Batch=419, step=12420, lr=0.148500, batch loss=0.212891, epoch loss=1.262695 Batch=479, step=12480, lr=0.148250, batch loss=0.194336, epoch loss=1.457031 Batch=539, step=12540, lr=0.148000, batch loss=0.147461, epoch loss=1.604492 Batch=599, step=12600, lr=0.147750, batch loss=0.165039, epoch loss=1.769531 Batch=659, step=12660, lr=0.147500, batch loss=0.248047, epoch loss=2.017578 Batch=719, step=12720, lr=0.147250, batch loss=0.240234, epoch loss=2.257812 Batch=779, step=12780, lr=0.147000, batch loss=0.250000, epoch loss=2.507812 Batch=839, step=12840, lr=0.146750, batch loss=0.248047, epoch loss=2.755859 Batch=899, step=12900, lr=0.146500, batch loss=0.246094, epoch loss=3.001953 Batch=959, step=12960, lr=0.146250, batch loss=0.151367, epoch loss=3.153320 Batch=1019, step=13020, lr=0.146000, batch loss=0.232422, epoch loss=3.385742 Batch=1079, step=13080, lr=0.145750, batch loss=0.121094, epoch loss=3.506836 Batch=1139, step=13140, lr=0.145500, batch loss=0.152344, epoch loss=3.659180 Batch=1199, step=13200, lr=0.145250, batch loss=0.128906, epoch loss=3.788086 Epoch=10, step=13200, lr=0.145250, epoch loss=3.788086 Batch=59, step=13260, lr=0.145000, batch loss=0.153320, epoch loss=0.153320 Batch=119, step=13320, lr=0.144750, batch loss=0.129883, epoch loss=0.283203 Batch=179, step=13380, lr=0.144500, batch loss=0.136719, epoch loss=0.419922 Batch=239, step=13440, lr=0.144250, batch loss=0.200195, epoch loss=0.620117 Batch=299, step=13500, lr=0.144000, batch loss=0.129883, epoch loss=0.750000 Batch=359, step=13560, lr=0.143750, batch loss=0.173828, epoch loss=0.923828 Batch=419, step=13620, lr=0.143500, batch loss=0.170898, epoch loss=1.094727 Batch=479, step=13680, lr=0.143250, batch loss=0.170898, epoch loss=1.265625 Batch=539, step=13740, lr=0.143000, batch loss=0.141602, epoch loss=1.407227 Batch=599, step=13800, lr=0.142750, batch loss=0.133789, epoch loss=1.541016 Batch=659, step=13860, lr=0.142500, batch loss=0.214844, epoch loss=1.755859 Batch=719, step=13920, lr=0.142250, batch loss=0.217773, epoch loss=1.973633 Batch=779, step=13980, lr=0.142000, batch loss=0.238281, epoch loss=2.211914 Batch=839, step=14040, lr=0.141750, batch loss=0.218750, epoch loss=2.430664 Batch=899, step=14100, lr=0.141500, batch loss=0.213867, epoch loss=2.644531 Batch=959, step=14160, lr=0.141250, batch loss=0.125977, epoch loss=2.770508 Batch=1019, step=14220, lr=0.141000, batch loss=0.212891, epoch loss=2.983398 Batch=1079, step=14280, lr=0.140750, batch loss=0.083008, epoch loss=3.066406 Batch=1139, step=14340, lr=0.140500, batch loss=0.119141, epoch loss=3.185547 Batch=1199, step=14400, lr=0.140250, batch loss=0.104004, epoch loss=3.289551 Epoch=11, step=14400, lr=0.140250, epoch loss=3.289551 Batch=59, step=14460, lr=0.140000, batch loss=0.133789, epoch loss=0.133789 Batch=119, step=14520, lr=0.139750, batch loss=0.118652, epoch loss=0.252441 Batch=179, step=14580, lr=0.139500, batch loss=0.111328, epoch loss=0.363770 Batch=239, step=14640, lr=0.139250, batch loss=0.162109, epoch loss=0.525879 Batch=299, step=14700, lr=0.139000, batch loss=0.089355, epoch loss=0.615234 Batch=359, step=14760, lr=0.138750, batch loss=0.142578, epoch loss=0.757812 Batch=419, step=14820, lr=0.138500, batch loss=0.182617, epoch loss=0.940430 Batch=479, step=14880, lr=0.138250, batch loss=0.105469, epoch loss=1.045898 Batch=539, step=14940, lr=0.138000, batch loss=0.093750, epoch loss=1.139648 Batch=599, step=15000, lr=0.137750, batch loss=0.096680, epoch loss=1.236328 Batch=659, step=15060, lr=0.137500, batch loss=0.148438, epoch loss=1.384766 Batch=719, step=15120, lr=0.137250, batch loss=0.170898, epoch loss=1.555664 Batch=779, step=15180, lr=0.137000, batch loss=0.219727, epoch loss=1.775391 Batch=839, step=15240, lr=0.136750, batch loss=0.171875, epoch loss=1.947266 Batch=899, step=15300, lr=0.136500, batch loss=0.216797, epoch loss=2.164062 Batch=959, step=15360, lr=0.136250, batch loss=0.070312, epoch loss=2.234375 Batch=1019, step=15420, lr=0.136000, batch loss=0.156250, epoch loss=2.390625 Batch=1079, step=15480, lr=0.135750, batch loss=0.071289, epoch loss=2.461914 Batch=1139, step=15540, lr=0.135500, batch loss=0.136719, epoch loss=2.598633 Batch=1199, step=15600, lr=0.135250, batch loss=0.074707, epoch loss=2.673340 Epoch=12, step=15600, lr=0.135250, epoch loss=2.673340 Batch=59, step=15660, lr=0.135000, batch loss=0.090332, epoch loss=0.090332 Batch=119, step=15720, lr=0.134750, batch loss=0.107422, epoch loss=0.197754 Batch=179, step=15780, lr=0.134500, batch loss=0.096680, epoch loss=0.294434 Batch=239, step=15840, lr=0.134250, batch loss=0.108398, epoch loss=0.402832 Batch=299, step=15900, lr=0.134000, batch loss=0.046143, epoch loss=0.448975 Batch=359, step=15960, lr=0.133750, batch loss=0.091797, epoch loss=0.540771 Batch=419, step=16020, lr=0.133500, batch loss=0.114746, epoch loss=0.655518 Batch=479, step=16080, lr=0.133250, batch loss=0.064941, epoch loss=0.720459 Batch=539, step=16140, lr=0.133000, batch loss=0.106934, epoch loss=0.827393 Batch=599, step=16200, lr=0.132750, batch loss=0.070312, epoch loss=0.897705 Batch=659, step=16260, lr=0.132500, batch loss=0.095703, epoch loss=0.993408 Batch=719, step=16320, lr=0.132250, batch loss=0.086426, epoch loss=1.079834 Batch=779, step=16380, lr=0.132000, batch loss=0.084473, epoch loss=1.164307 Batch=839, step=16440, lr=0.131750, batch loss=0.098145, epoch loss=1.262451 Batch=899, step=16500, lr=0.131500, batch loss=0.122070, epoch loss=1.384521 Batch=959, step=16560, lr=0.131250, batch loss=0.149414, epoch loss=1.533936 Batch=1019, step=16620, lr=0.131000, batch loss=0.121582, epoch loss=1.655518 Batch=1079, step=16680, lr=0.130750, batch loss=0.034180, epoch loss=1.689697 Batch=1139, step=16740, lr=0.130500, batch loss=0.081055, epoch loss=1.770752 Batch=1199, step=16800, lr=0.130250, batch loss=0.042480, epoch loss=1.813232 Epoch=13, step=16800, lr=0.130250, epoch loss=1.813232 Batch=59, step=16860, lr=0.130000, batch loss=0.044189, epoch loss=0.044189 Batch=119, step=16920, lr=0.129750, batch loss=0.046143, epoch loss=0.090332 Batch=179, step=16980, lr=0.129500, batch loss=0.049805, epoch loss=0.140137 Batch=239, step=17040, lr=0.129250, batch loss=0.075684, epoch loss=0.215820 Batch=299, step=17100, lr=0.129000, batch loss=0.088379, epoch loss=0.304199 Batch=359, step=17160, lr=0.128750, batch loss=0.073242, epoch loss=0.377441 Batch=419, step=17220, lr=0.128500, batch loss=0.121094, epoch loss=0.498535 Batch=479, step=17280, lr=0.128250, batch loss=0.033447, epoch loss=0.531982 Batch=539, step=17340, lr=0.128000, batch loss=0.032227, epoch loss=0.564209 Batch=599, step=17400, lr=0.127750, batch loss=0.042969, epoch loss=0.607178 Batch=659, step=17460, lr=0.127500, batch loss=0.054688, epoch loss=0.661865 Batch=719, step=17520, lr=0.127250, batch loss=0.049561, epoch loss=0.711426 Batch=779, step=17580, lr=0.127000, batch loss=0.056152, epoch loss=0.767578 Batch=839, step=17640, lr=0.126750, batch loss=0.113281, epoch loss=0.880859 Batch=899, step=17700, lr=0.126500, batch loss=0.155273, epoch loss=1.036133 Batch=959, step=17760, lr=0.126250, batch loss=0.037109, epoch loss=1.073242 Batch=1019, step=17820, lr=0.126000, batch loss=0.081543, epoch loss=1.154785 Batch=1079, step=17880, lr=0.125750, batch loss=0.026245, epoch loss=1.181030 Batch=1139, step=17940, lr=0.125500, batch loss=0.053223, epoch loss=1.234253 Batch=1199, step=18000, lr=0.125250, batch loss=0.024902, epoch loss=1.259155 Epoch=14, step=18000, lr=0.125250, epoch loss=1.259155 Batch=59, step=18060, lr=0.125000, batch loss=0.018311, epoch loss=0.018311 Batch=119, step=18120, lr=0.124750, batch loss=0.022949, epoch loss=0.041260 Batch=179, step=18180, lr=0.124500, batch loss=0.032471, epoch loss=0.073730 Batch=239, step=18240, lr=0.124250, batch loss=0.041504, epoch loss=0.115234 Batch=299, step=18300, lr=0.124000, batch loss=0.010559, epoch loss=0.125793 Batch=359, step=18360, lr=0.123750, batch loss=0.029907, epoch loss=0.155701 Batch=419, step=18420, lr=0.123500, batch loss=0.035645, epoch loss=0.191345 Batch=479, step=18480, lr=0.123250, batch loss=0.029297, epoch loss=0.220642 Batch=539, step=18540, lr=0.123000, batch loss=0.051758, epoch loss=0.272400 Batch=599, step=18600, lr=0.122750, batch loss=0.028564, epoch loss=0.300964 Batch=659, step=18660, lr=0.122500, batch loss=0.037109, epoch loss=0.338074 Batch=719, step=18720, lr=0.122250, batch loss=0.027832, epoch loss=0.365906 Batch=779, step=18780, lr=0.122000, batch loss=0.047363, epoch loss=0.413269 Batch=839, step=18840, lr=0.121750, batch loss=0.081543, epoch loss=0.494812 Batch=899, step=18900, lr=0.121500, batch loss=0.135742, epoch loss=0.630554 Batch=959, step=18960, lr=0.121250, batch loss=0.023804, epoch loss=0.654358 Batch=1019, step=19020, lr=0.121000, batch loss=0.046387, epoch loss=0.700745 Batch=1079, step=19080, lr=0.120750, batch loss=0.010498, epoch loss=0.711243 Batch=1139, step=19140, lr=0.120500, batch loss=0.029785, epoch loss=0.741028 Batch=1199, step=19200, lr=0.120250, batch loss=0.014282, epoch loss=0.755310 Epoch=15, step=19200, lr=0.120250, epoch loss=0.755310 Batch=59, step=19260, lr=0.120000, batch loss=0.010010, epoch loss=0.010010 Batch=119, step=19320, lr=0.119750, batch loss=0.016846, epoch loss=0.026855 Batch=179, step=19380, lr=0.119500, batch loss=0.032715, epoch loss=0.059570 Batch=239, step=19440, lr=0.119250, batch loss=0.026611, epoch loss=0.086182 Batch=299, step=19500, lr=0.119000, batch loss=0.007416, epoch loss=0.093597 Batch=359, step=19560, lr=0.118750, batch loss=0.017578, epoch loss=0.111176 Batch=419, step=19620, lr=0.118500, batch loss=0.021729, epoch loss=0.132904 Batch=479, step=19680, lr=0.118250, batch loss=0.014221, epoch loss=0.147125 Batch=539, step=19740, lr=0.118000, batch loss=0.020020, epoch loss=0.167145 Batch=599, step=19800, lr=0.117750, batch loss=0.022217, epoch loss=0.189362 Batch=659, step=19860, lr=0.117500, batch loss=0.022095, epoch loss=0.211456 Batch=719, step=19920, lr=0.117250, batch loss=0.026733, epoch loss=0.238190 Batch=779, step=19980, lr=0.117000, batch loss=0.058350, epoch loss=0.296539 Batch=839, step=20040, lr=0.116750, batch loss=0.041992, epoch loss=0.338531 Batch=899, step=20100, lr=0.116500, batch loss=0.055908, epoch loss=0.394440 Batch=959, step=20160, lr=0.116250, batch loss=0.014282, epoch loss=0.408722 Batch=1019, step=20220, lr=0.116000, batch loss=0.024780, epoch loss=0.433502 Batch=1079, step=20280, lr=0.115750, batch loss=0.005707, epoch loss=0.439209 Batch=1139, step=20340, lr=0.115500, batch loss=0.018555, epoch loss=0.457764 Batch=1199, step=20400, lr=0.115250, batch loss=0.007263, epoch loss=0.465027 Epoch=16, step=20400, lr=0.115250, epoch loss=0.465027 Batch=59, step=20460, lr=0.115000, batch loss=0.003723, epoch loss=0.003723 Batch=119, step=20520, lr=0.114750, batch loss=0.009583, epoch loss=0.013306 Batch=179, step=20580, lr=0.114500, batch loss=0.020264, epoch loss=0.033569 Batch=239, step=20640, lr=0.114250, batch loss=0.024292, epoch loss=0.057861 Batch=299, step=20700, lr=0.114000, batch loss=0.015991, epoch loss=0.073853 Batch=359, step=20760, lr=0.113750, batch loss=0.016968, epoch loss=0.090820 Batch=419, step=20820, lr=0.113500, batch loss=0.016479, epoch loss=0.107300 Batch=479, step=20880, lr=0.113250, batch loss=0.003937, epoch loss=0.111237 Batch=539, step=20940, lr=0.113000, batch loss=0.018311, epoch loss=0.129547 Batch=599, step=21000, lr=0.112750, batch loss=0.022949, epoch loss=0.152496 Batch=659, step=21060, lr=0.112500, batch loss=0.014282, epoch loss=0.166779 Batch=719, step=21120, lr=0.112250, batch loss=0.031982, epoch loss=0.198761 Batch=779, step=21180, lr=0.112000, batch loss=0.050781, epoch loss=0.249542 Batch=839, step=21240, lr=0.111750, batch loss=0.029297, epoch loss=0.278839 Batch=899, step=21300, lr=0.111500, batch loss=0.033203, epoch loss=0.312042 Batch=959, step=21360, lr=0.111250, batch loss=0.016357, epoch loss=0.328400 Batch=1019, step=21420, lr=0.111000, batch loss=0.014465, epoch loss=0.342865 Batch=1079, step=21480, lr=0.110750, batch loss=0.001694, epoch loss=0.344559 Batch=1139, step=21540, lr=0.110500, batch loss=0.013977, epoch loss=0.358536 Batch=1199, step=21600, lr=0.110250, batch loss=0.006104, epoch loss=0.364639 Epoch=17, step=21600, lr=0.110250, epoch loss=0.364639 Batch=59, step=21660, lr=0.110000, batch loss=0.002930, epoch loss=0.002930 Batch=119, step=21720, lr=0.109750, batch loss=0.007935, epoch loss=0.010864 Batch=179, step=21780, lr=0.109500, batch loss=0.013550, epoch loss=0.024414 Batch=239, step=21840, lr=0.109250, batch loss=0.011841, epoch loss=0.036255 Batch=299, step=21900, lr=0.109000, batch loss=0.002731, epoch loss=0.038986 Batch=359, step=21960, lr=0.108750, batch loss=0.016357, epoch loss=0.055344 Batch=419, step=22020, lr=0.108500, batch loss=0.013367, epoch loss=0.068710 Batch=479, step=22080, lr=0.108250, batch loss=0.005157, epoch loss=0.073868 Batch=539, step=22140, lr=0.108000, batch loss=0.015747, epoch loss=0.089615 Batch=599, step=22200, lr=0.107750, batch loss=0.018555, epoch loss=0.108170 Batch=659, step=22260, lr=0.107500, batch loss=0.015198, epoch loss=0.123367 Batch=719, step=22320, lr=0.107250, batch loss=0.024658, epoch loss=0.148026 Batch=779, step=22380, lr=0.107000, batch loss=0.042725, epoch loss=0.190750 Batch=839, step=22440, lr=0.106750, batch loss=0.022217, epoch loss=0.212967 Batch=899, step=22500, lr=0.106500, batch loss=0.023193, epoch loss=0.236160 Batch=959, step=22560, lr=0.106250, batch loss=0.011475, epoch loss=0.247635 Batch=1019, step=22620, lr=0.106000, batch loss=0.009583, epoch loss=0.257217 Batch=1079, step=22680, lr=0.105750, batch loss=0.000652, epoch loss=0.257870 Batch=1139, step=22740, lr=0.105500, batch loss=0.013062, epoch loss=0.270931 Batch=1199, step=22800, lr=0.105250, batch loss=0.004883, epoch loss=0.275814 Epoch=18, step=22800, lr=0.105250, epoch loss=0.275814 Batch=59, step=22860, lr=0.105000, batch loss=0.001694, epoch loss=0.001694 Batch=119, step=22920, lr=0.104750, batch loss=0.006409, epoch loss=0.008102 Batch=179, step=22980, lr=0.104500, batch loss=0.012451, epoch loss=0.020554 Batch=239, step=23040, lr=0.104250, batch loss=0.009583, epoch loss=0.030136 Batch=299, step=23100, lr=0.104000, batch loss=0.008545, epoch loss=0.038681 Batch=359, step=23160, lr=0.103750, batch loss=0.014648, epoch loss=0.053329 Batch=419, step=23220, lr=0.103500, batch loss=0.012634, epoch loss=0.065964 Batch=479, step=23280, lr=0.103250, batch loss=0.002991, epoch loss=0.068954 Batch=539, step=23340, lr=0.103000, batch loss=0.019165, epoch loss=0.088120 Batch=599, step=23400, lr=0.102750, batch loss=0.015381, epoch loss=0.103500 Batch=659, step=23460, lr=0.102500, batch loss=0.013794, epoch loss=0.117294 Batch=719, step=23520, lr=0.102250, batch loss=0.015137, epoch loss=0.132431 Batch=779, step=23580, lr=0.102000, batch loss=0.022583, epoch loss=0.155014 Batch=839, step=23640, lr=0.101750, batch loss=0.026611, epoch loss=0.181625 Batch=899, step=23700, lr=0.101500, batch loss=0.025024, epoch loss=0.206650 Batch=959, step=23760, lr=0.101250, batch loss=0.009399, epoch loss=0.216049 Batch=1019, step=23820, lr=0.101000, batch loss=0.008118, epoch loss=0.224167 Batch=1079, step=23880, lr=0.100750, batch loss=0.001434, epoch loss=0.225601 Batch=1139, step=23940, lr=0.100500, batch loss=0.009766, epoch loss=0.235367 Batch=1199, step=24000, lr=0.100250, batch loss=0.005676, epoch loss=0.241043 Epoch=19, step=24000, lr=0.100250, epoch loss=0.241043 Half-moons scatterplot and decision boundary: ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ β*********************************#******************************************************************β β***********************##*#######*###**####*********************************************************β β*********************##########################*****************************************************β β*****************#**########*######*################************************************************β β***************#############*#######################************************************************β β************######*#################*#################**********************************************β β**********#*#####*########*#**************##*#########*#********************************************β 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β***********.................................%%%%.%%%%%%%%...............%.%%%%%%%%%%%%.%............β β***********..................................%%%%%%.%%%%%%%%%%%%%%%.%%%%.%%%%%%%%%%%%%..............β β**********....................................%%.%%%%%%%%%%%%%%%%%%%%%%.%%%%%%%%%%%%................β β**********........................................%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%...................β β*********.........................................%..%%%.%%%%%%%%%%%%%%%%%%%%%......................β β*********...............................................%...%%%%.%%.%%%%..%.........................β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ "/usr/bin/env" "bash" "-c" "opam exec -- dune build @install @check @runtest && rm -rf _build" failed with exit status 1 2025-05-31 10:12.15: Job failed: Failed: Build failed