2025-05-30 20:18.45: New job: test ahrefs/ocannl https://github.com/ahrefs/ocannl.git#refs/heads/master (1b56fc4c86e3ce8ee93ecd946c9def1ecb286a94) (linux-ppc64:debian-12-5.3_ppc64_opam-2.3) Base: ocaml/opam:debian-12-ocaml-5.3@sha256:e02db52b4786c0140a88a7ce65e51b43ea08675bf9ac59a987f144b54907ed1f Opam project build To reproduce locally: git clone --recursive "https://github.com/ahrefs/ocannl.git" -b "master" && cd "ocannl" && git reset --hard 1b56fc4c cat > Dockerfile <<'END-OF-DOCKERFILE' FROM ocaml/opam:debian-12-ocaml-5.3@sha256:e02db52b4786c0140a88a7ce65e51b43ea08675bf9ac59a987f144b54907ed1f # debian-12-5.3_ppc64_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 2025-05-30 20:18.45: Using cache hint "ahrefs/ocannl-ocaml/opam:debian-12-ocaml-5.3@sha256:e02db52b4786c0140a88a7ce65e51b43ea08675bf9ac59a987f144b54907ed1f-debian-12-5.3_ppc64_opam-2.3-835eddc584e7df6f658cedd74acb2691" 2025-05-30 20:18.45: Using OBuilder spec: ((from ocaml/opam:debian-12-ocaml-5.3@sha256:e02db52b4786c0140a88a7ce65e51b43ea08675bf9ac59a987f144b54907ed1f) (comment debian-12-5.3_ppc64_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")) ) 2025-05-30 20:18.45: Waiting for resource in pool OCluster 2025-05-30 20:18.45: Waiting for workerβ¦ 2025-05-30 20:18.45: Got resource from pool OCluster Building on scyleia.caelum.ci.dev HEAD is now at 423af64c arrayjit: Fix test dependency HEAD is now at 1b56fc4c Configurable "default" default precision (from ocaml/opam:debian-12-ocaml-5.3@sha256:e02db52b4786c0140a88a7ce65e51b43ea08675bf9ac59a987f144b54907ed1f) 2025-05-30 20:18.46 ---> using "c4635525160c9f185a969ee812d6101e71fefa1ed329a5898c9422fb30c6512a" from cache /: (comment debian-12-5.3_ppc64_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")) 2025-05-30 20:18.46 ---> using "4e9719c80ce561fffd0cc76802598cfcd57ca2847222a8c998d4a21a3b71d577" from cache /src: (run (shell "opam init --reinit -ni")) Configuring from /home/opam/.opamrc and then from built-in defaults. Checking for available remotes: rsync and local, git. - you won't be able to use mercurial repositories unless you install the hg command on your system. - you won't be able to use darcs repositories unless you install the darcs command on your system. This development version of opam requires an update to the layout of /home/opam/.opam from version 2.0 to version 2.2, which can't be reverted. You may want to back it up before going further. Continue? [y/n] y Format upgrade done. <><> Updating repositories ><><><><><><><><><><><><><><><><><><><><><><><><><><> [default] Initialised 2025-05-30 20:18.46 ---> using "c578370adbc5087aa27747e9f0370d2ae139ce1ed965c7b6c59e043adc113803" from cache /src: (run (shell "uname -rs && opam exec -- ocaml -version && opam --version")) Linux 6.8.0-60-generic The OCaml toplevel, version 5.3.0 2.3.0 2025-05-30 20:18.46 ---> using "62f9b695304e1372bbeceabf06a5730df030c63db289471a97379b2bfe6dd883" from cache /src: (workdir /src) /src: (run (shell "sudo chown opam /src")) 2025-05-30 20:18.46 ---> using "67acfddc9eaa74ca1a3b210e7cecfe4216f9afd47f84e1282ed78076dabb3426" 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) 2025-05-30 20:18.46 ---> using "78310a3ce2237a13158272c3b172b9814646df1770bdd836b30db5b8b65bb6e4" from cache /src: (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./)) 2025-05-30 20:18.46 ---> using "5235be7ea23add91808ea40a5b85934617c61954406b88710f80181eedb5b946" 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) 2025-05-30 20:18.46 ---> using "264026f4f9d6d128ebf95f9baad4454634366f7391d419ac16b500c7c8609b87" from cache /src: (run (network host) (shell "echo '(lang dune 3.0)' > './dune-project'")) 2025-05-30 20:18.46 ---> using "26044843b0d5a96fc6b798c46a6cdfeacf60d5a041f6a08c9a76d640fea7bd00" 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" - Get:1 http://deb.debian.org/debian bookworm InRelease [151 kB] - Get:2 http://deb.debian.org/debian bookworm-updates InRelease [55.4 kB] - Get:3 http://deb.debian.org/debian-security bookworm-security InRelease [48.0 kB] - Get:4 http://deb.debian.org/debian bookworm/main ppc64el Packages [8629 kB] - Get:5 http://deb.debian.org/debian-security bookworm-security/main ppc64el Packages [252 kB] - Fetched 9136 kB in 2s (5543 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 libffi-dev:ppc64el. - (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 ... 18720 files and directories currently installed.) - Preparing to unpack .../libffi-dev_3.4.4-1_ppc64el.deb ... - Unpacking libffi-dev:ppc64el (3.4.4-1) ... - Selecting previously unselected package libpkgconf3:ppc64el. - Preparing to unpack .../libpkgconf3_1.8.1-1_ppc64el.deb ... - Unpacking libpkgconf3:ppc64el (1.8.1-1) ... - Selecting previously unselected package pkgconf-bin. - Preparing to unpack .../pkgconf-bin_1.8.1-1_ppc64el.deb ... - Unpacking pkgconf-bin (1.8.1-1) ... - Selecting previously unselected package pkgconf:ppc64el. - Preparing to unpack .../pkgconf_1.8.1-1_ppc64el.deb ... - Unpacking pkgconf:ppc64el (1.8.1-1) ... - Selecting previously unselected package pkg-config:ppc64el. - Preparing to unpack .../pkg-config_1.8.1-1_ppc64el.deb ... - Unpacking pkg-config:ppc64el (1.8.1-1) ... - Setting up libffi-dev:ppc64el (3.4.4-1) ... - Setting up libpkgconf3:ppc64el (1.8.1-1) ... - Setting up pkgconf-bin (1.8.1-1) ... - Setting up pkgconf:ppc64el (1.8.1-1) ... - Setting up pkg-config:ppc64el (1.8.1-1) ... - Processing triggers for libc-bin (2.36-9+deb12u10) ... 2025-05-30 20:18.46 ---> using "6d6ce433e608e0191243615e42baa9c16fcf3f6fee2aecb0716f5efd4d0e0444" 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 angstrom.0.16.1 (cached) -> retrieved astring.0.8.5 (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 dune.3.19.0, dune-configurator.3.19.0 (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) -> installed cmdliner.1.3.0 -> installed num.1.5-1 -> retrieved ppx_deriving.6.0.3 (cached) -> retrieved ppx_expect.v0.17.2 (cached) -> retrieved ppx_fields_conv.v0.17.0 (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 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 ppx_minidebug.2.2.0 (cached) -> retrieved ptime.1.2.0 (cached) -> retrieved re.1.12.0 (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 seq.base (cached) -> installed seq.base -> retrieved result.1.5 (cached) -> retrieved saturn_lockfree.0.5.0 (cached) -> retrieved sexplib.v0.17.0 (cached) -> retrieved sexplib0.v0.17.0 (cached) -> retrieved stdio.v0.17.0 (cached) -> retrieved stdlib-shims.0.3.0 (cached) -> retrieved thread-local-storage.0.2 (cached) -> retrieved time_now.v0.17.0 (cached) -> retrieved topkg.1.0.8 (cached) -> retrieved tyxml.4.6.0 (cached) -> retrieved uutf.1.0.4 (cached) -> retrieved variantslib.v0.17.0 (cached) -> retrieved uucp.16.0.0 (cached) -> installed ocamlfind.1.9.8 -> installed ocamlbuild.0.16.1 -> installed topkg.1.0.8 -> installed uutf.1.0.4 -> installed mtime.2.1.0 -> installed fmt.0.10.0 -> installed ptime.1.2.0 -> installed astring.0.8.5 -> installed logs.0.8.0 -> installed dune.3.19.0 -> installed jane-street-headers.v0.17.0 -> installed ppx_derivers.1.2.1 -> installed csexp.1.5.2 -> installed backoff.0.1.1 -> installed bigarray-compat.1.1.0 -> installed camlp-streams.5.0.1 -> installed cppo.1.8.0 -> installed multicore-magic.2.3.1 -> installed ocaml-compiler-libs.v0.17.0 -> installed ocaml-syntax-shims.1.0.0 -> installed ocaml-version.4.0.1 -> installed ocaml_intrinsics_kernel.v0.17.1 -> installed pprint.20230830 -> installed printbox.0.12 -> installed re.1.12.0 -> installed result.1.5 -> installed sexplib0.v0.17.0 -> installed stdlib-shims.0.3.0 -> installed thread-local-storage.0.2 -> installed saturn_lockfree.0.5.0 -> installed integers.0.7.0 -> installed parsexp.v0.17.0 -> installed dune-configurator.3.19.0 -> installed bigstringaf.0.10.0 -> installed sexplib.v0.17.0 -> installed mdx.2.5.0 -> installed tyxml.4.6.0 -> installed angstrom.0.16.1 -> installed printbox-html.0.12 -> installed ctypes.0.23.0 -> installed base.v0.17.2 -> installed fieldslib.v0.17.0 -> installed variantslib.v0.17.0 -> installed stdio.v0.17.0 -> installed ctypes-foreign.0.23.0 -> installed ppxlib.0.35.0 -> installed uucp.16.0.0 -> installed printbox-text.0.12 -> installed printbox-md.0.12 -> installed ppx_optcomp.v0.17.0 -> installed ppxlib_jane.v0.17.2 -> installed printbox-ext-plot.0.12 -> installed ppx_cold.v0.17.0 -> installed ppx_here.v0.17.0 -> installed ppx_variants_conv.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 time_now.v0.17.0 -> installed ppx_string.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) 2025-05-30 20:18.46 ---> using "b9139281ee30d2c0519c5705df933f3bfb0cc4dffd2330ce444d4a267f2ae0fc" from cache /src: (copy (src .) (dst /src)) 2025-05-30 20:18.49 ---> saved as "1a612b75378b8182b995b9a04f0cd30f93a54514aade005122a3a42afc617ab1" /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.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_expected.exe) Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test_ppx/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition 'Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/dafd7cd09ccbb527614688dbd8209c11/default/test/ocannl_config.' -source-tree-root .. -diff-cmd -) Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/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/7ba1cbd128ac864c30c0b207882ea517/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/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/7ba1cbd128ac864c30c0b207882ea517/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/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/7ba1cbd128ac864c30c0b207882ea517/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/7ba1cbd128ac864c30c0b207882ea517/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/7ba1cbd128ac864c30c0b207882ea517/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/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/7ba1cbd128ac864c30c0b207882ea517/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/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/7ba1cbd128ac864c30c0b207882ea517/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/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/7ba1cbd128ac864c30c0b207882ea517/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/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/7ba1cbd128ac864c30c0b207882ea517/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (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 128)))) @!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=0.072754, epoch loss=0.072754 Batch=119, step=120, lr=0.199500, batch loss=36864.000000, epoch loss=36864.072754 Batch=179, step=180, lr=0.199250, batch loss=0.002899, epoch loss=36864.075653 Batch=239, step=240, lr=0.199000, batch loss=8.250000, epoch loss=36872.325653 Batch=299, step=300, lr=0.198750, batch loss=1608.000000, epoch loss=38480.325653 Batch=359, step=360, lr=0.198750, batch loss=888.000000, epoch loss=39368.325653 Batch=419, step=420, lr=0.198250, batch loss=1.031250, epoch loss=39369.356903 Batch=479, step=480, lr=0.198000, batch loss=14656.000000, epoch loss=54025.356903 Batch=539, step=540, lr=0.198000, batch loss=936.000000, epoch loss=54961.356903 Batch=599, step=600, lr=0.197750, batch loss=29.750000, epoch loss=54991.106903 Batch=659, step=660, lr=0.197250, batch loss=1.140625, epoch loss=54992.247528 Batch=719, step=720, lr=0.197000, batch loss=16064.000000, epoch loss=71056.247528 Batch=779, step=780, lr=0.197000, batch loss=0.443359, epoch loss=71056.690887 Batch=839, step=840, lr=0.196750, batch loss=218112.000000, epoch loss=289168.690887 Batch=899, step=900, lr=0.196500, batch loss=1.968750, epoch loss=289170.659637 Batch=959, step=960, lr=0.196000, batch loss=2441216.000000, epoch loss=2730386.659637 Batch=1019, step=1020, lr=0.195750, batch loss=1.593750, epoch loss=2730388.253387 Batch=1079, step=1080, lr=0.195750, batch loss=0.234375, epoch loss=2730388.487762 Batch=1139, step=1140, lr=0.195250, batch loss=0.025269, epoch loss=2730388.513031 Batch=1199, step=1200, lr=0.195000, batch loss=332.000000, epoch loss=2730720.513031 Epoch=0, step=1200, lr=0.195000, epoch loss=2730720.513031 Batch=59, step=1260, lr=0.195000, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=1320, lr=0.194500, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=1380, lr=0.194500, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=1440, lr=0.194000, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=1500, lr=0.194000, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=1560, lr=0.193500, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=1620, lr=0.193500, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=1680, lr=0.193250, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=1740, lr=0.192750, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=1800, lr=0.192500, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=1860, lr=0.192250, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=1920, lr=0.192000, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=1980, lr=0.191750, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=2040, lr=0.191500, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=2100, lr=0.191250, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=2160, lr=0.191000, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=2220, lr=0.190750, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=2280, lr=0.190500, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=2340, lr=0.190250, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=2400, lr=0.190000, batch loss=332.000000, epoch loss=2730720.575043 Epoch=1, step=2400, lr=0.190000, epoch loss=2730720.575043 Batch=59, step=2460, lr=0.189750, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=2520, lr=0.189750, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=2580, lr=0.189250, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=2640, lr=0.189000, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=2700, lr=0.189000, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=2760, lr=0.188750, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=2820, lr=0.188250, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=2880, lr=0.188000, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=2940, lr=0.187750, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=3000, lr=0.187500, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=3060, lr=0.187500, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=3120, lr=0.187250, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=3180, lr=0.187000, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=3240, lr=0.186750, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=3300, lr=0.186250, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=3360, lr=0.186250, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=3420, lr=0.185750, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=3480, lr=0.185500, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=3540, lr=0.185250, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=3600, lr=0.185250, batch loss=332.000000, epoch loss=2730720.575043 Epoch=2, step=3600, lr=0.185250, epoch loss=2730720.575043 Batch=59, step=3660, lr=0.184750, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=3720, lr=0.184500, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=3780, lr=0.184500, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=3840, lr=0.184250, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=3900, lr=0.183750, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=3960, lr=0.183750, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=4020, lr=0.183500, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=4080, lr=0.183250, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=4140, lr=0.183000, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=4200, lr=0.182500, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=4260, lr=0.182500, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=4320, lr=0.182000, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=4380, lr=0.182000, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=4440, lr=0.181750, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=4500, lr=0.181250, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=4560, lr=0.181250, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=4620, lr=0.180750, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=4680, lr=0.180500, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=4740, lr=0.180250, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=4800, lr=0.180250, batch loss=332.000000, epoch loss=2730720.575043 Epoch=3, step=4800, lr=0.180250, epoch loss=2730720.575043 Batch=59, step=4860, lr=0.180000, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=4920, lr=0.179750, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=4980, lr=0.179250, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=5040, lr=0.179000, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=5100, lr=0.179000, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=5160, lr=0.178750, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=5220, lr=0.178500, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=5280, lr=0.178250, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=5340, lr=0.178000, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=5400, lr=0.177750, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=5460, lr=0.177500, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=5520, lr=0.177000, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=5580, lr=0.176750, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=5640, lr=0.176500, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=5700, lr=0.176250, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=5760, lr=0.176250, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=5820, lr=0.176000, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=5880, lr=0.175750, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=5940, lr=0.175500, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=6000, lr=0.175000, batch loss=332.000000, epoch loss=2730720.575043 Epoch=4, step=6000, lr=0.175000, epoch loss=2730720.575043 Batch=59, step=6060, lr=0.174750, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=6120, lr=0.174750, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=6180, lr=0.174500, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=6240, lr=0.174250, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=6300, lr=0.174000, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=6360, lr=0.173750, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=6420, lr=0.173500, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=6480, lr=0.173250, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=6540, lr=0.173000, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=6600, lr=0.172500, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=6660, lr=0.172250, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=6720, lr=0.172000, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=6780, lr=0.171750, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=6840, lr=0.171500, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=6900, lr=0.171250, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=6960, lr=0.171000, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=7020, lr=0.170750, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=7080, lr=0.170500, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=7140, lr=0.170500, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=7200, lr=0.170250, batch loss=332.000000, epoch loss=2730720.575043 Epoch=5, step=7200, lr=0.170250, epoch loss=2730720.575043 Batch=59, step=7260, lr=0.169750, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=7320, lr=0.169500, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=7380, lr=0.169250, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=7440, lr=0.169000, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=7500, lr=0.169000, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=7560, lr=0.168750, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=7620, lr=0.168500, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=7680, lr=0.168250, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=7740, lr=0.167750, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=7800, lr=0.167500, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=7860, lr=0.167500, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=7920, lr=0.167000, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=7980, lr=0.166750, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=8040, lr=0.166500, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=8100, lr=0.166500, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=8160, lr=0.166000, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=8220, lr=0.165750, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=8280, lr=0.165500, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=8340, lr=0.165500, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=8400, lr=0.165250, batch loss=332.000000, epoch loss=2730720.575043 Epoch=6, step=8400, lr=0.165250, epoch loss=2730720.575043 Batch=59, step=8460, lr=0.164750, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=8520, lr=0.164750, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=8580, lr=0.164500, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=8640, lr=0.164250, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=8700, lr=0.163750, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=8760, lr=0.163500, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=8820, lr=0.163250, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=8880, lr=0.163250, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=8940, lr=0.162750, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=9000, lr=0.162500, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=9060, lr=0.162250, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=9120, lr=0.162250, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=9180, lr=0.162000, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=9240, lr=0.161500, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=9300, lr=0.161250, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=9360, lr=0.161000, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=9420, lr=0.161000, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=9480, lr=0.160750, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=9540, lr=0.160250, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=9600, lr=0.160250, batch loss=332.000000, epoch loss=2730720.575043 Epoch=7, step=9600, lr=0.160250, epoch loss=2730720.575043 Batch=59, step=9660, lr=0.160000, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=9720, lr=0.159500, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=9780, lr=0.159500, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=9840, lr=0.159000, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=9900, lr=0.159000, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=9960, lr=0.158750, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=10020, lr=0.158500, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=10080, lr=0.158250, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=10140, lr=0.158000, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=10200, lr=0.157750, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=10260, lr=0.157250, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=10320, lr=0.157000, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=10380, lr=0.156750, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=10440, lr=0.156500, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=10500, lr=0.156500, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=10560, lr=0.156000, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=10620, lr=0.155750, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=10680, lr=0.155750, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=10740, lr=0.155500, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=10800, lr=0.155000, batch loss=332.000000, epoch loss=2730720.575043 Epoch=8, step=10800, lr=0.155000, epoch loss=2730720.575043 Batch=59, step=10860, lr=0.155000, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=10920, lr=0.154750, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=10980, lr=0.154250, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=11040, lr=0.154000, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=11100, lr=0.153750, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=11160, lr=0.153750, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=11220, lr=0.153250, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=11280, lr=0.153250, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=11340, lr=0.153000, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=11400, lr=0.152750, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=11460, lr=0.152500, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=11520, lr=0.152000, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=11580, lr=0.152000, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=11640, lr=0.151750, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=11700, lr=0.151500, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=11760, lr=0.151000, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=11820, lr=0.151000, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=11880, lr=0.150750, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=11940, lr=0.150500, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=12000, lr=0.150250, batch loss=332.000000, epoch loss=2730720.575043 Epoch=9, step=12000, lr=0.150250, epoch loss=2730720.575043 Batch=59, step=12060, lr=0.149750, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=12120, lr=0.149750, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=12180, lr=0.149250, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=12240, lr=0.149250, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=12300, lr=0.149000, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=12360, lr=0.148750, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=12420, lr=0.148500, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=12480, lr=0.148250, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=12540, lr=0.148000, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=12600, lr=0.147750, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=12660, lr=0.147500, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=12720, lr=0.147250, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=12780, lr=0.147000, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=12840, lr=0.146750, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=12900, lr=0.146250, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=12960, lr=0.146000, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=13020, lr=0.145750, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=13080, lr=0.145500, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=13140, lr=0.145500, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=13200, lr=0.145000, batch loss=332.000000, epoch loss=2730720.575043 Epoch=10, step=13200, lr=0.145000, epoch loss=2730720.575043 Batch=59, step=13260, lr=0.145000, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=13320, lr=0.144750, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=13380, lr=0.144500, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=13440, lr=0.144000, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=13500, lr=0.143750, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=13560, lr=0.143750, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=13620, lr=0.143250, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=13680, lr=0.143250, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=13740, lr=0.143000, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=13800, lr=0.142500, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=13860, lr=0.142500, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=13920, lr=0.142000, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=13980, lr=0.141750, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=14040, lr=0.141500, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=14100, lr=0.141250, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=14160, lr=0.141000, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=14220, lr=0.141000, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=14280, lr=0.140500, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=14340, lr=0.140500, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=14400, lr=0.140000, batch loss=332.000000, epoch loss=2730720.575043 Epoch=11, step=14400, lr=0.140000, epoch loss=2730720.575043 Batch=59, step=14460, lr=0.139750, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=14520, lr=0.139500, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=14580, lr=0.139250, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=14640, lr=0.139000, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=14700, lr=0.138750, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=14760, lr=0.138750, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=14820, lr=0.138500, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=14880, lr=0.138250, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=14940, lr=0.137750, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=15000, lr=0.137500, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=15060, lr=0.137250, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=15120, lr=0.137000, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=15180, lr=0.136750, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=15240, lr=0.136500, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=15300, lr=0.136500, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=15360, lr=0.136250, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=15420, lr=0.135750, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=15480, lr=0.135750, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=15540, lr=0.135500, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=15600, lr=0.135000, batch loss=332.000000, epoch loss=2730720.575043 Epoch=12, step=15600, lr=0.135000, epoch loss=2730720.575043 Batch=59, step=15660, lr=0.135000, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=15720, lr=0.134750, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=15780, lr=0.134250, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=15840, lr=0.134250, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=15900, lr=0.133750, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=15960, lr=0.133500, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=16020, lr=0.133500, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=16080, lr=0.133250, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=16140, lr=0.132750, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=16200, lr=0.132500, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=16260, lr=0.132500, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=16320, lr=0.132000, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=16380, lr=0.131750, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=16440, lr=0.131500, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=16500, lr=0.131250, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=16560, lr=0.131250, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=16620, lr=0.131000, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=16680, lr=0.130750, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=16740, lr=0.130250, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=16800, lr=0.130250, batch loss=332.000000, epoch loss=2730720.575043 Epoch=13, step=16800, lr=0.130250, epoch loss=2730720.575043 Batch=59, step=16860, lr=0.129750, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=16920, lr=0.129500, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=16980, lr=0.129500, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=17040, lr=0.129000, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=17100, lr=0.129000, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=17160, lr=0.128500, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=17220, lr=0.128250, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=17280, lr=0.128000, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=17340, lr=0.128000, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=17400, lr=0.127500, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=17460, lr=0.127250, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=17520, lr=0.127250, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=17580, lr=0.127000, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=17640, lr=0.126750, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=17700, lr=0.126250, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=17760, lr=0.126000, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=17820, lr=0.126000, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=17880, lr=0.125750, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=17940, lr=0.125500, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=18000, lr=0.125250, batch loss=332.000000, epoch loss=2730720.575043 Epoch=14, step=18000, lr=0.125250, epoch loss=2730720.575043 Batch=59, step=18060, lr=0.124750, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=18120, lr=0.124750, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=18180, lr=0.124500, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=18240, lr=0.124250, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=18300, lr=0.124000, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=18360, lr=0.123750, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=18420, lr=0.123500, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=18480, lr=0.123250, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=18540, lr=0.123000, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=18600, lr=0.122500, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=18660, lr=0.122500, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=18720, lr=0.122250, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=18780, lr=0.122000, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=18840, lr=0.121750, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=18900, lr=0.121250, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=18960, lr=0.121250, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=19020, lr=0.121000, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=19080, lr=0.120750, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=19140, lr=0.120500, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=19200, lr=0.120250, batch loss=332.000000, epoch loss=2730720.575043 Epoch=15, step=19200, lr=0.120250, epoch loss=2730720.575043 Batch=59, step=19260, lr=0.119750, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=19320, lr=0.119500, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=19380, lr=0.119500, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=19440, lr=0.119250, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=19500, lr=0.119000, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=19560, lr=0.118500, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=19620, lr=0.118500, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=19680, lr=0.118250, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=19740, lr=0.118000, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=19800, lr=0.117750, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=19860, lr=0.117500, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=19920, lr=0.117250, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=19980, lr=0.117000, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=20040, lr=0.116500, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=20100, lr=0.116500, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=20160, lr=0.116000, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=20220, lr=0.115750, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=20280, lr=0.115500, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=20340, lr=0.115500, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=20400, lr=0.115000, batch loss=332.000000, epoch loss=2730720.575043 Epoch=16, step=20400, lr=0.115000, epoch loss=2730720.575043 Batch=59, step=20460, lr=0.115000, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=20520, lr=0.114500, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=20580, lr=0.114250, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=20640, lr=0.114250, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=20700, lr=0.113750, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=20760, lr=0.113500, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=20820, lr=0.113500, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=20880, lr=0.113000, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=20940, lr=0.113000, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=21000, lr=0.112500, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=21060, lr=0.112500, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=21120, lr=0.112250, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=21180, lr=0.112000, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=21240, lr=0.111500, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=21300, lr=0.111250, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=21360, lr=0.111250, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=21420, lr=0.111000, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=21480, lr=0.110750, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=21540, lr=0.110250, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=21600, lr=0.110250, batch loss=332.000000, epoch loss=2730720.575043 Epoch=17, step=21600, lr=0.110250, epoch loss=2730720.575043 Batch=59, step=21660, lr=0.110000, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=21720, lr=0.109500, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=21780, lr=0.109250, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=21840, lr=0.109250, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=21900, lr=0.108750, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=21960, lr=0.108750, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=22020, lr=0.108250, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=22080, lr=0.108250, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=22140, lr=0.108000, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=22200, lr=0.107750, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=22260, lr=0.107250, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=22320, lr=0.107250, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=22380, lr=0.106750, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=22440, lr=0.106750, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=22500, lr=0.106250, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=22560, lr=0.106250, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=22620, lr=0.106000, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=22680, lr=0.105750, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=22740, lr=0.105500, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=22800, lr=0.105250, batch loss=332.000000, epoch loss=2730720.575043 Epoch=18, step=22800, lr=0.105250, epoch loss=2730720.575043 Batch=59, step=22860, lr=0.104750, batch loss=0.134766, epoch loss=0.134766 Batch=119, step=22920, lr=0.104500, batch loss=36864.000000, epoch loss=36864.134766 Batch=179, step=22980, lr=0.104500, batch loss=0.002899, epoch loss=36864.137665 Batch=239, step=23040, lr=0.104250, batch loss=8.250000, epoch loss=36872.387665 Batch=299, step=23100, lr=0.104000, batch loss=1608.000000, epoch loss=38480.387665 Batch=359, step=23160, lr=0.103750, batch loss=888.000000, epoch loss=39368.387665 Batch=419, step=23220, lr=0.103250, batch loss=1.031250, epoch loss=39369.418915 Batch=479, step=23280, lr=0.103000, batch loss=14656.000000, epoch loss=54025.418915 Batch=539, step=23340, lr=0.103000, batch loss=936.000000, epoch loss=54961.418915 Batch=599, step=23400, lr=0.102500, batch loss=29.750000, epoch loss=54991.168915 Batch=659, step=23460, lr=0.102500, batch loss=1.140625, epoch loss=54992.309540 Batch=719, step=23520, lr=0.102250, batch loss=16064.000000, epoch loss=71056.309540 Batch=779, step=23580, lr=0.101750, batch loss=0.443359, epoch loss=71056.752899 Batch=839, step=23640, lr=0.101500, batch loss=218112.000000, epoch loss=289168.752899 Batch=899, step=23700, lr=0.101500, batch loss=1.968750, epoch loss=289170.721649 Batch=959, step=23760, lr=0.101250, batch loss=2441216.000000, epoch loss=2730386.721649 Batch=1019, step=23820, lr=0.101000, batch loss=1.593750, epoch loss=2730388.315399 Batch=1079, step=23880, lr=0.100750, batch loss=0.234375, epoch loss=2730388.549774 Batch=1139, step=23940, lr=0.100500, batch loss=0.025269, epoch loss=2730388.575043 Batch=1199, step=24000, lr=0.100000, batch loss=332.000000, epoch loss=2730720.575043 Epoch=19, step=24000, lr=0.100000, epoch loss=2730720.575043 Half-moons scatterplot and decision boundary: ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ β*....***.**********.**.**.**..***#*.*.****..*..*.*..*...***....*.*...*...*.***.*.....**....*...**.*.β β.****...*.**.*.....*.*.##.#######.###.*####*.**.*****.*.***..*.....*..*...*.*..*****..*.*..**.......β β***..**....*****.*...##########################****...**..**.*.**..**..**....**.*..*.*.**..****...**β β**.**...**.**.**.#**########.######*################*****......**.......***.......***.*..***...*.*.*β β.*.***..*.**.**#############*#######################**.*.***..*.*..****..*..***.*.*..**.*.*.**.*.*.*β β*******.*...######.#################.#################**...**.**.**...**.**.**....*****..*.**..**...β β*.....*.**#.#####*########*#**.**....**.**##*#########.#....*..*..*..**.*.*.......**....**..*...**..β β..*....*...###########*#.****.*....*.....*#.*.**########*#*.****.***......**.**..**.*..****..**.*...β β...*.*.*.*.#######.###.*.*..**...**.....***..**############..*....*.*.*.**.**.*.***..*.*.***.**.**..β β........###########***.*********.....*..**...*.**..*###*.##*#**.***.***.**...****.......**.*.*....*.β β**.....######**##***.**....****..**.*****..*.....**#.######.#..*.*.**..*...*.....*......**.****....*β β*....#.##.##**##*..**.**.*...****..*.***.*.***....*.##.########.*..***.....*..***.*...**.....*******β β****.#######******...*..***...*%..*%*%*..****..***...**#########.**....****.*.**..*****..****..*..%.β β*.**..######.*..**..*.*.*...*.*.%.**..*.....*..**.*...*.*#*#####*.*..*....*..*.*.******..*.***%*%.%.β β...#########.*****.**..*...**..%%%*%%**..*..*..***..****#.#######*****.*..*...*.*...****.*.*.%.%%%%%β β**..#######*..*.*..****....*...%%%%.**.*...*.*..****..**#########.**.****..*....*..*.*.*.**..%%*%%.%β β..#######.*.****..*.....***.*..%%%%%%%*.***.**.*..**.**..*.###.###.*.***....****.**.*...**..*%%*%%%*β β..#*####**...****...****..**...%%%%%%%*....*.*.*..*.*.*.*.########*.*.*......****.....*....*.%%%%%%.β β.#######.***.**.*...**.*..*.***%%%%%%%.*....*.****.***..**.*#######**.****.*.*..**..*.***.**.%%%%%%.β β*##.####.*.***.**.**.*..**..*.*%%.%%%%%******...*.*...**....*####.*.*...*.....**.*....*.***%*%%%%%%.β 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β.****.**......***.*..****...*....*..*..*.*.*....*.%*.%%%*%%%%%%%%%%%%%%%%%%%%%.******..***...*.*.*..β β..*****.**.*..*.****.....**..*.***...*.*.*****.***.**.**%*..%%%%.%%.%%%%.*%..*..******...**....****.β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ (cd _build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/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/7ba1cbd128ac864c30c0b207882ea517/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/7ba1cbd128ac864c30c0b207882ea517/default/test/zero2hero_1of7.ml.corrected diff --git a/_build/default/test/zero2hero_1of7.ml b/_build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/default/test/zero2hero_1of7.ml.corrected index 13e90be..7f4a45f 100644 --- a/_build/default/test/zero2hero_1of7.ml +++ b/_build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/default/test/zero2hero_1of7.ml.corrected @@ -30,7 +30,7 @@ let%expect_test "Graph drawing recompile" = [%expect {| #15 +_f_nd - 6.00e+1 + 5.68e-14 #16 grad_+_f_nd Virt/30 <void> #13 - Virt/152 β#2 5. Virt/40 @@ -56,24 +56,24 @@ let%expect_test "Graph drawing recompile" = Tensor.print_tree ~with_grad:true ~depth:9 f; [%expect {| - #32 +_f - 6.00e+1 - #33 grad_+_f - 1.00 - #30 - β#19 5. Virt/40 - 5.50e+1 β<void> - #31 grad_- β - 1.00 β - #28 *. β #21 *. β - 7.50e+1 β 2.00e+1 β - #29 grad_*. β #22 grad_*. β - 1.00 β -1.00 β - #27 3. Virt/40β #24 **. β#20 4. Virt/40β#17 x β - <void> β 2.50e+1 β<void> β 5.00 β - β #25 grad_**. β β#18 grad_xβ - β 3.00 β β 2.60e+1 β - β[17]β#23 2. Virt/40β β β - β β<void> β β β + #32 +_f + 5.90e-14 + #33 grad_+_f + 9.18e-41 + #30 - β#19 5. Virt/40 + 5.68e-14 β<void> + #31 grad_- β + 9.18e-41 β + #28 *. β #21 *. β + 1.81e-12 β 1.88e-37 β + #29 grad_*. β #22 grad_*. includes NaN β + 9.18e-41 β -nan β + #27 3. Virt/40β #24 **. β#20 4. Virt/40β#17 x β + <void> β 9.44e+21 β<void> β 5.00 β + β #25 grad_**. β β#18 grad_x β + β 2.75e-40 β β -1.10e-36 β + β[17]β#23 2. Virt/40β β β + β β<void> β β β |}]; let xs = Array.init 10 ~f:Float.(fun i -> of_int i - 5.) in let ys = @@ -95,51 +95,51 @@ let%expect_test "Graph drawing recompile" = PrintBox_text.output Stdio.stdout plot_box; [%expect {| - ββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β 1.00e+2β# β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β # β - β β β - β β β - β β β - β β β - βf β β - β( β β - βx β β - β) β β - β β β - β β # β - β β β - β β β - β β #β - β β β - β β β - β β β - β β β - β β # β - β β β - β β # β - β β β - β β β - β β # β - β β # β - β β β - β 4.00 β # # β - ββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ - β β-5.00 4.00β - β β x β - ββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β 9.18e-39β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + 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 3.67e-40β# # # # # # # # # #β + βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ + β β-5.00 4.00β + β β x β + βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}] let%expect_test "Graph drawing fetch" = @@ -157,14 +157,14 @@ let%expect_test "Graph drawing fetch" = Tensor.print_tree ~with_grad:false ~depth:9 f5; [%expect {| - #9 +_f_5. - 6.00e+1 - #8 - β#1 5. Virt/40 - 5.50e+1 β<void> - #7 *. β #3 *. β - 7.50e+1 β 2.00e+1 β - #6 3. Virt/40β #5 **. β#2 4. Virt/40β#0 5. Virt/40β - <void> β 2.50e+1 β<void> β<void> β + #9 +_f_5. + 5.51e-39 + #8 - β#1 5. Virt/40 + 5.05e-39 β<void> + #7 *. β #3 *. β + 6.88e-39 β 1.83e-39 β + #6 3. Virt/40β #5 **. β#2 4. Virt/40β#0 5. Virt/40β + <void> β 2.29e-39 β<void> β<void> β β[0]β#4 2. Virt/40β β β β β<void> β β β |}]; @@ -203,51 +203,51 @@ let%expect_test "Graph drawing fetch" = PrintBox_text.output Stdio.stdout plot_box; [%expect {| - βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β 1.00e+2 β# β - β β# β - β β # β - β β # β - β β # β - β β # β - β β # β - β β # β - β β # β - β β # β - 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 -3.40e+1β* * ** β - βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ - β β-5.00 4.90β - β β x β - βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + ββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β 0.00 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 -9.99e-37β# # ## # ##### ### #### ##### #### #### # #### #### # # # ## ### #### #### ### ***# ##** #*## ##β + ββββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ + β β-5.00 4.90β + β β x β + ββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}] let%expect_test "Simple gradients hosted" = @@ -296,21 +296,21 @@ let%expect_test "Simple gradients hosted" = [%expect {| #12 *._l - -8.00 + 0.00 #13 grad_*._l - 1.00 + 9.18e-41 #8 +_d β#10 f - 4.00 β -2.00 + 1.00e+1 β -2.00 #9 grad_+_d β#11 grad_f - -2.00 β 4.00 + -2.00 β 1.00e+1 #4 *._e β#6 c β - -6.00 β 1.00e+1 β + 0.00 β 1.00e+1 β #5 grad_*._e β#7 grad_cβ -2.00 β -2.00 β #0 a β#2 b β β 2.00 β -3.00 β β #1 grad_aβ#3 grad_bβ β - 6.00 β -4.00 β β + 0.00 β 0.00 β β |}]; (* Now we update the params, but we are not doing the forward and backward passes: only params values will change, compared to the above. The update is in the opposite direction of the @@ -320,21 +320,21 @@ let%expect_test "Simple gradients hosted" = [%expect {| #12 *._l - -8.00 + 0.00 #13 grad_*._l - 1.00 + 9.18e-41 #8 +_d β#10 f - 4.00 β -2.40 + 1.00e+1 β -2.00 #9 grad_+_d β#11 grad_f - -2.00 β 4.00 + -2.00 β 1.00e+1 #4 *._e β#6 c β - -6.00 β 1.02e+1 β + 0.00 β 1.00e+1 β #5 grad_*._e β#7 grad_cβ -2.00 β -2.00 β #0 a β#2 b β β - 1.40 β -2.60 β β + 2.00 β -3.00 β β #1 grad_aβ#3 grad_bβ β - 6.00 β -4.00 β β + 0.00 β 0.00 β β |}]; (* Now the params will remain as above, but both param gradients and the values and gradients of @@ -344,21 +344,21 @@ let%expect_test "Simple gradients hosted" = [%expect {| #12 *._l - -1.57e+1 + 0.00 #13 grad_*._l - 1.00 + 9.18e-41 #8 +_d β#10 f - 6.56 β -2.40 + 1.00e+1 β -2.00 #9 grad_+_d β#11 grad_f - -2.40 β 6.56 + -2.00 β 1.00e+1 #4 *._e β#6 c β - -3.64 β 1.02e+1 β + 0.00 β 1.00e+1 β #5 grad_*._e β#7 grad_cβ - -2.40 β -2.40 β + -2.00 β -2.00 β #0 a β#2 b β β - 1.40 β -2.60 β β + 2.00 β -3.00 β β #1 grad_aβ#3 grad_bβ β - 6.24 β -3.36 β β + 0.00 β 0.00 β β |}] let%expect_test "Simple gradients virtual" = @@ -426,7 +426,7 @@ let%expect_test "Simple gradients virtual" = [%expect {| #12 *._l - -8.00 + 0.00 #13 grad_*._l Virt/40 <void> #8 +_d Local/46 β#10 f @@ -452,19 +452,19 @@ let%expect_test "Simple gradients virtual" = [%expect {| #12 *._l - -8.00 + 0.00 #13 grad_*._l Virt/40 <void> #8 +_d Local/46 β#10 f - <void> β -2.40 + <void> β -2.00 #9 grad_+_d Virt/40 β#11 grad_f Dev-stream/41 <void> β<void> #4 *._e Virt/152 β#6 c β - <void> β 1.02e+1 β + <void> β 1.00e+1 β #5 grad_*._e Virt/40 β#7 grad_c Dev-stream/41β <void> β<void> β #0 a β#2 b β β - 1.40 β -2.60 β β + 2.00 β -3.00 β β #1 grad_a Dev-stream/41β#3 grad_b Dev-stream/41β β <void> β<void> β β |}]; @@ -475,19 +475,19 @@ let%expect_test "Simple gradients virtual" = [%expect {| #12 *._l - -1.57e+1 + 0.00 #13 grad_*._l Virt/40 <void> #8 +_d Local/46 β#10 f - <void> β -2.40 + <void> β -2.00 #9 grad_+_d Virt/40 β#11 grad_f Dev-stream/41 <void> β<void> #4 *._e Virt/152 β#6 c β - <void> β 1.02e+1 β + <void> β 1.00e+1 β #5 grad_*._e Virt/40 β#7 grad_c Dev-stream/41β <void> β<void> β #0 a β#2 b β β - 1.40 β -2.60 β β + 2.00 β -3.00 β β #1 grad_a Dev-stream/41β#3 grad_b Dev-stream/41β β <void> β<void> β β |}] @@ -512,13 +512,13 @@ let%expect_test "2D neuron hosted" = [%expect {| #8 +_v - 7.00e-1 + 6.68 #9 grad_+_v - 1.00 - #6 * β#0 b - -6.00 β 6.70 - #7 grad_* β#1 grad_b - 1.00 β 1.00 + 9.18e-41 + #6 * β#0 b + 0.00 β 6.68 + #7 grad_* β#1 grad_b + 9.18e-41 β 9.18e-41 #2 w β#4 x β -3.00 1.00 β 2.00 0.00 β #3 grad_w β#5 grad_x β @@ -539,11 +539,11 @@ let%expect_test "2D neuron virtual" = [%expect {| #8 +_v - 7.00e-1 + 6.68 #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/moons_demo_parallel.ml", line 1, characters 0-0: /usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/moons_demo_parallel.ml _build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/default/test/moons_demo_parallel.ml.corrected diff --git a/_build/default/test/moons_demo_parallel.ml b/_build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/default/test/moons_demo_parallel.ml.corrected index ce09725..f42d134 100644 --- a/_build/default/test/moons_demo_parallel.ml +++ b/_build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/default/test/moons_demo_parallel.ml.corrected @@ -105,4 +105,140 @@ let%expect_test "Half-moons data parallel" = ] in PrintBox_text.output Stdio.stdout plot_loss); - [%expect "Success"] + [%expect " + Half-moons scatterplot and decision boundary: + 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+ \226\148\130*....***.**********.**.**.**..***#*.*.****..*..*.*..*...***....*.*...*...*.***.*.....**....*...**.*.\226\148\130 + \226\148\130.****...*.**.*.....*.*.##.#######.###.*####*.**.*****.*.***..*.....*..*...*.*..*****..*.*..**.......\226\148\130 + \226\148\130***..**....*****.*...##########################****...**..**.*.**..**..**....**.*..*.*.**..****...**\226\148\130 + \226\148\130**.**...**.**.**.#**########.######*################*****......**.......***.......***.*..***...*.*.*\226\148\130 + \226\148\130.*.***..*.**.**#############*#######################**.*.***..*.*..****..*..***.*.*..**.*.*.**.*.*.*\226\148\130 + \226\148\130*******.*...######.#################.#################**...**.**.**...**.**.**....*****..*.**..**...\226\148\130 + \226\148\130*.....*.**#.#####*########*#**.**....**.**##*#########.#....*..*..*..**.*.*.......**....**..*...**..\226\148\130 + \226\148\130..*....*...###########*#.****.*....*.....*#.*.**########*#*.****.***......**.**..**.*..****..**.*...\226\148\130 + \226\148\130...*.*.*.*.#######.###.*.*..**...**.....***..**############..*....*.*.*.**.**.*.***..*.*.***.**.**..\226\148\130 + \226\148\130........###########***.*********.....*..**...*.**..*###*.##*#**.***.***.**...****.......**.*.*....*.\226\148\130 + \226\148\130**.....######**##***.**....****..**.*****..*.....**#.######.#..*.*.**..*...*.....*......**.****....*\226\148\130 + \226\148\130*....#.##.##**##*..**.**.*...****..*.***.*.***....*.##.########.*..***.....*..***.*...**.....*******\226\148\130 + \226\148\130****.#######******...*..***...*%..*%*%*..****..***...**#########.**....****.*.**..*****..****..*..%.\226\148\130 + \226\148\130*.**..######.*..**..*.*.*...*.*.%.**..*.....*..**.*...*.*#*#####*.*..*....*..*.*.******..*.***%*%.%.\226\148\130 + 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+ Batch Log-loss: + 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\226\148\130 + \226\148\130h \226\148\130 - - - - - - - - - - - - - - - - - - - -\226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130l \226\148\130 \226\148\130 + \226\148\130o \226\148\130 \226\148\130 + \226\148\130g \226\148\130 \226\148\130 + \226\148\130 \226\148\130 - - - - - - - - - - - - - - - - - - - - \226\148\130 + \226\148\130l \226\148\130 \226\148\130 + \226\148\130o \226\148\130- - - - - - - - - - - - - - - - - - - - \226\148\130 + \226\148\130s \226\148\130 \226\148\130 + \226\148\130s \226\148\130 \226\148\130 + \226\148\130 \226\148\130 - - - - - - - - - - - - - - - - - - - - \226\148\130 + \226\148\130 \226\148\130 -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- - -- -\226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 - - - - - - - - - - - - - - - - - - - - \226\148\130 + \226\148\130 \226\148\130 - - - - - - - - - - - - - - - - - - - -\226\148\130 + \226\148\130 \226\148\130 - - - - - - - - - - - - - - - - - - - \226\148\130 + \226\148\130 \226\148\130- \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 - - - - - - - - - - - - - - - - - - - -\226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 -5.84 \226\148\130- - - - - - - - - - - - - - - - - - - - \226\148\130 + 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+ \226\148\130 \226\148\1300.00 3.99e+2\226\148\130 + \226\148\130 \226\148\130 step \226\148\130 + 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+ Epoch Log-loss: + 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+ \226\148\130 1.48e+1\226\148\130 - - - - - - - - - - - - - - - - - - - \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130e \226\148\130 \226\148\130 + \226\148\130p \226\148\130 \226\148\130 + \226\148\130o \226\148\130 \226\148\130 + \226\148\130c \226\148\130 \226\148\130 + \226\148\130h \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130l \226\148\130 \226\148\130 + \226\148\130o \226\148\130 \226\148\130 + \226\148\130g \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130l \226\148\130 \226\148\130 + \226\148\130o \226\148\130 \226\148\130 + \226\148\130s \226\148\130 \226\148\130 + \226\148\130s \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 \226\148\130 \226\148\130 + \226\148\130 1.48e+1\226\148\130- \226\148\130 + \226\148\156\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\188\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\164 + \226\148\130 \226\148\1300.00 1.90e+1\226\148\130 + \226\148\130 \226\148\130 step \226\148\130 + \226\148\148\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\180\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\128\226\148\152 + "] 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/7ba1cbd128ac864c30c0b207882ea517/default/test/primitive_ops.ml.corrected diff --git a/_build/default/test/primitive_ops.ml b/_build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/default/test/primitive_ops.ml.corrected index 71c4c28..65a948e 100644 --- a/_build/default/test/primitive_ops.ml +++ b/_build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/default/test/primitive_ops.ml.corrected @@ -55,153 +55,153 @@ let%expect_test "relu" = PrintBox_text.output Stdio.stdout plot_box; [%expect {| - βββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β 5.00β #β - β β # β - β β # β - β β # β - β β # β - β β # β - β β # β - β β # β - β β ## β - β β # β - 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 0.00β**** *** *** *** ********-*************** ********- - - - - - - - - - β - βββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ - β β-5.00 5.00β - β β x β - βββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + ββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β 5.00 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 -5.00β### β + ββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ + β β-5.00 5.00β + β β x β + ββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}] let%expect_test "sat01" = let%op f x = sat01 x in let plot_box = plot_unop ~f () in PrintBox_text.output Stdio.stdout plot_box; + [%expect + {| + βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β 9.18e-41β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + 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 0.00 β**** *** *** *** ********-*************** ********-******************************* **** *******-****β + βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ + β β-5.00 5.00β + β β x β + βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + |}] + +let%expect_test "exp(x)" = + let%op f x = exp x in + let plot_box = plot_unop ~f ~x_max:1.0 () in + PrintBox_text.output Stdio.stdout plot_box; [%expect {| βββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β 1.00β * *********###################### #### ####### ####β + β 0.00β β β β β - β β # β β β β β β β β β β - β β # β β β β β β β β β β - 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 + 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 0.00β**** *** *** *** ********-*************** ********- - ********************** **** *******-****β - βββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ - β β-5.00 5.00β - β β x β - βββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - |}] - -let%expect_test "exp(x)" = - let%op f x = exp x in - let plot_box = plot_unop ~f ~x_max:1.0 () in - PrintBox_text.output Stdio.stdout plot_box; - [%expect - {| - βββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β 2.71β *β β β β β β β - β β * β β β β - β β * β β β β - β β * β β β β - β β * β 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 0.00β********* ************ ************** * - - - - - - - - - - - - β + β β β + β 0.00β********* ************ ************** ************************************ *************************β βββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ β β-5.00 1.00β β β x β @@ -214,51 +214,51 @@ let%expect_test "log(x)" = PrintBox_text.output Stdio.stdout plot_box; [%expect {| - ββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β 1.00e+1β* β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β * β - β β β - 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 -2.30 β# β - ββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ - β β1.00e-1 5.00β - β β x β - ββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β 8.26e-40β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + 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 0.00 β***************-**************-********** *************-****-********************* *****************β + βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ + β β1.00e-1 5.00β + β β x β + βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}] let%expect_test "log2(x)" = @@ -267,51 +267,51 @@ let%expect_test "log2(x)" = PrintBox_text.output Stdio.stdout plot_box; [%expect {| - ββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β 1.44e+1β* β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β ...TRUNCATED BY DUNE... - β β1.00e-1 5.00β - β β x β - βββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - |}] - -let%expect_test "recip(x)" = - let%op f x = recip x in - let plot_box = plot_unop ~f ~x_min:0.1 ~x_max:5.0 () in - PrintBox_text.output Stdio.stdout plot_box; [%expect {| βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β 1.00e+1 β# β + β 1.17e-38β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β β β β - β β ## β - β β ######### β - β β- - - ###-**************-********** *************-****-********************* *****************β - β β ******* β - β β ** β - β β * β - β β * β β β β - 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 + βx β β β) β β β β β β β β @@ -625,47 +572,151 @@ let%expect_test "recip(x)" = β β β β β β β β β - β -1.00e+2β* β + β 0.00 β***************-**************-********** *************-****-********************* *****************β βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ β β1.00e-1 5.00β β β x β βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}] +let%expect_test "recip(x)" = + let%op f x = recip x in + let plot_box = plot_unop ~f ~x_min:0.1 ~x_max:5.0 () in + PrintBox_text.output Stdio.stdout plot_box; + [%expect + {| + βββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β 0.00β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + 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 0.00β***************-**************-********** *************-****-********************* *****************β + βββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ + β β1.00e-1 5.00β + β β x β + βββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + |}] + let%expect_test "recip_sqrt(x)" = let%op f x = recip_sqrt x in let plot_box = plot_unop ~f ~x_min:0.1 ~x_max:5.0 () in PrintBox_text.output Stdio.stdout plot_box; + [%expect + {| + βββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β 0.00β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + 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 0.00β***************-**************-********** *************-****-********************* *****************β + βββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ + β β1.00e-1 5.00β + β β x β + βββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + |}] + +let%expect_test "tanh(x)" = + let%op f x = tanh x in + let plot_box = plot_unop ~f () in + PrintBox_text.output Stdio.stdout plot_box; [%expect {| βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β 3.16 β# β + β 9.18e-41β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β β β β - β β ## β - β β ## β - β β ####### β - β β ### ############## ##### β - β β ##### ############# #### ##################### #################β - β β- - - - - - -********** *************-****-********************* *****************β - β β * ************** β - β β **** β - 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 + 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 @@ -678,60 +729,9 @@ let%expect_test "recip_sqrt(x)" = β β β β β β β β β - β -1.58e+1β* β - βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ - β β1.00e-1 5.00β - β β x β - βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - |}] - -let%expect_test "tanh(x)" = - let%op f x = tanh x in - let plot_box = plot_unop ~f () in - PrintBox_text.output Stdio.stdout plot_box; - [%expect - {| - 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 + β 0.00 β**** *** *** *** ********-*************** ********-******************************* **** *******-****β βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ β β-5.00 5.00β β β x β @@ -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 + ββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β 1.80e+35 β * β + β β#*** *** *** *** ********-*************** **#*****-****#************************** **** *******-****β + β β β + β β β + β β β + β β * β + β β β + β β β + β β β + β β β + 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 -6.87e+37β* * β + ββββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ + β β-5.00 5.00β + β β x β + ββββββββββββ΄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/7ba1cbd128ac864c30c0b207882ea517/default/test/micrograd_demo.ml.corrected diff --git a/_build/default/test/micrograd_demo.ml b/_build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/default/test/micrograd_demo.ml.corrected index 62a1f34..4cc7b09 100644 --- a/_build/default/test/micrograd_demo.ml +++ b/_build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/default/test/micrograd_demo.ml.corrected @@ -35,11 +35,11 @@ let%expect_test "Micrograd README basic example" = {| ββββββββββββββββββββββ β[75]: +_g shape 0:1 β - βββ¬ββββββββββ β - βββaxis 0 β β - βββΌββββββββββ€ β - βββ 2.47e+1 β β - βββ΄ββββββββββ β + βββ¬βββββββ β + βββaxis 0β β + βββΌβββββββ€ β + βββ 0.00 β β + βββ΄βββββββ β ββββββββββββββββββββββ |}]; Tensor.print ~with_code:false ~with_grad:true `Default a; @@ -55,11 +55,11 @@ let%expect_test "Micrograd README basic example" = βββββββββββββββββββ ββββββββββββββββββββββββββ β[0]: a shape 0:1 grad_aβ - βββ¬ββββββββββ β - βββaxis 0 β β - βββΌββββββββββ€ β - βββ 1.38e+2 β β - βββ΄ββββββββββ β + βββ¬βββββββ β + βββaxis 0β β + βββΌβββββββ€ β + βββ 0.00 β β + βββ΄βββββββ β ββββββββββββββββββββββββββ |}]; Tensor.print ~with_code:false ~with_grad:true `Default b; @@ -75,11 +75,11 @@ let%expect_test "Micrograd README basic example" = βββββββββββββββββββ ββββββββββββββββββββββββββ β[2]: b shape 0:1 grad_bβ - βββ¬ββββββββββ β - βββaxis 0 β β - βββΌββββββββββ€ β - βββ 6.45e+2 β β - βββ΄ββββββββββ β + βββ¬βββββββ β + βββaxis 0β β + βββΌβββββββ€ β + βββ 0.00 β β + βββ΄βββββββ β ββββββββββββββββββββββββββ |}] @@ -189,46 +189,46 @@ let%expect_test "Micrograd half-moons example" = {| Half-moons scatterplot and decision boundary: ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β****************************#***********************************************************************β - β****************************###***###***#***********************************************************β - β***************************#********#***#***********************************************************β - β********************#*********************##*#*#****************************************************β - β******************#***#*****##*#*#*#****#*#*#*##****************************************************β - β**************#*#**###**#*##**##********#**#****###**#**********************************************β - β***********#***##***#**##*****************#*#*##*###**********************************************..β - β***************#**###******************************##*#******************************************...β - β*************#*****#******************************#*#***#*#*************************************....β - β*********#***#******************......************##*###**#************************************.....β - β******#***#*#*#****************........******************#*#*********************************.......β - β*****###****#****************...........****************#***********************************........β - β*******#*###****************.............******************#*#*****************************.........β - β**********##***************.......%%......***************#**##****************************..........β - β*****#***#****************......%..%%......*********************************************..........%.β - β**####*******************......%..%..........****************##*#**********************........%...%β - β****#*******************.......%%..%..........***************#*#**********************.........%....β - β*#****##***************.........%....%.........************##***#********************.......%...%%..β - β****#*#***************.........%..%.%...........*************#**#*******************..........%.%...β - β##*##****************............%...............**************#*##****************.........%.%.%%%.β - β**#####************............%...%%.............*******************************...........%..%.%..β - β******************...............%.%.%%............*********#*#*#*#*************................%%..β - β***##************................%..%..%............************#*#************.............%...%...β - β##**#***********...................%...%.............********#**###***********...........%.%%.......β - β###************..................%.%.%................***********##**********..................%....β - β**##**********.........................................**********#*********.............%%.%..%.....β - β**#**********......................%%...................********##********..............%%.%........β - β************..........................%..................****#**#********...................%.......β - β***********.........................%%.%..................*****##******...............%..%..........β - β**********.............................%%..................***********.................%%.%%........β - β*********..............................%...%................*******.....................%%%.........β - β********...................................%..%....................................%.....%..........β - β*******.................................%%..%.%................................%.%.%.%%.............β - β******.....................................%%.%...%%.%.......................%%%....%.%.%...........β - β*****....................................%.....%.%..%....................%.....%%.%.%...............β - β****........................................%%...%.%%%%..%.......%.........%%.%%....................β - β***...............................................%..%.......%..%%%%...%.%..%.%.....................β - β**.................................................%.%.%............%..%...%........................β - β*.................................................%....%.%......%%...%.%............................β - β..........................................................%..%......%%%.............................β + β*..***..**.*.*.*..*.**.**.*.#*.********.**..***....*.*......*.*******..**...*.*.*....*....*.***...**β + β.**........**..*......*....*###***###.**#*.*****..*..**.******...**.**.*..****..**.*...**..*..*.....β + β..******.*.****....*.*.*.**#*..*****#.**#.#*..*.***..*..***.*.****..***..*.**.*.....**...*..*....**.β + β.****........*.*.**.#*.*.**...**......*..**#.#*#.**...*...*.****.**.***.*.****.*..*.*.**.**..*.**.*.β + β*...*.*.....***.**##*.#.....##*#*#*#*..*#*#.#*#.#*..******..***.*.*..**.*.***..*...*.**.**..*.*..*.*β + β*......***....#*#*.*#..*#*##*#.#.....***#*.#....###..#.****.*.**.**..****.*..**..****.**...*..*.*.**β + β.**.**.....#...##*#*#**##.*..***.***.**..*#.#*##*###*.****..*.*....*.****.**.....******..*.*....**.*β + β*..*...**..*..*#*.*##.*******....*.**.*...........*##*#...****.*...*.***..*.*...*****...*.**.*.*.*..β + β*.****....**.#*****#.*.*...******.*.......*....*..#.#**#**#.***.**.**...*****...**..*...*..*...*..**β + β..*.....*#...#*.*.......*...**.***.*.*.*..*.****.*##*###*#*#.***.**.*....*...*.****.*...*....**...**β + β..**..#..*#.#.#.*.***....**.**..*.*.*.*.***.........**..*#****...*.*.**...***..**...**..**.*........β + β.....###.***#**.***.*...*..***.*......**..*..***...**...#.**.**..****.**.**.****.*.*...***..***....*β + β...***####*#*..*...*.*.*..****.*****.*.**..**..******......#.#.*..**....*.**.*..**...**..***.*****..β + β****..**..##.*..*****.*..******.**%%*...**...****..*..***#.*##..**............***...*.*...**.**.*.**β + β...**#.**#.*..*..*...**.*.*.****%**%%.*****.*..**.*..*..*..*..*......*.*...*..*****........*...**.*%β + β.*####**..*.....**.***.*..*..*.%.%%******.*..****..*.*..*...###.#....*.**......*..******.**....%***%β + β*.**#.*.*.**..*.***..****.*..*.%%.*%**....***..*...*..***..**#.#*..**.*.*..*..**.*.*.*....**..*%***.β + β##****##***.....*.******.**.****%..*.%..***.****..***..*..*##.*.#.**....**.*...***.**..*..*.%***%%..β + β**.##.#...*..**.*.***.*.*.**..*%..%.%...*.*..**..**.**....*..#.*#....****..*.**.**...*.******.%.%..*β + β##*##...**.**.*.*.**.***.*..*...%.**..**.*.*.******.***......*.#*##.*....*....*.*...****.**.%*%*%%%.β + β**####***.****...*..*..*.*.**.*%**%*%*.***.*.****.*....**.**..*.*...**.*..*..**.**..*.*..*.*%*..%%*.β + β*.....*.*.***.***.....*.*****....%*%.%%*..*...*..**..**....*#*#.#*#..***.*..*.*..*.**.*..***..**%%*.β + β***##****.***.*.***.****.*...**.*%*.%*.%.*...***........**....**#*#.****.**...*..*.*.*.**..*%**.%.*.β + β##*.#***.*.....**.*..***...*.*..***%*.*%.*.***.*....****.*..#.**###****.*.*...**......*.*%.%%****.**β + β##**..******.**..**..*.**.*.*****%*%*%.*.*.*****.*.*******.****..##*..**.*..**.*.*.*..*...****.%.***β + β*.##...**.*..******..***.*.*...**.***....*...**.*.*....**.*.**..*#.*..*....*..***.....*.%%*%*.%..*.*β + β.#.*....*....*.*.**.*.*.*.**..*.*..%%*...**..**.*.*..***...*.*..##........*.*.*..****.**%*.%*.....*.β + β****...*......**..*.*...**..*...****.*%***....*...*...****..*#*.#***..*.*...**.**....*..*%*%**.*....β + 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%!"; @@ -240,51 +240,51 @@ let%expect_test "Micrograd half-moons example" = [%expect {| Loss: - ββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β 3.79e+1β- β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - βl β β - βo β β - βs β β - βs β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β- β - β β β - β β β - β β β - β β β - β β β - β β β - β β β - β β- - - β - β 0.00 β----------------------------------------------------------------------------------------------------β - ββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ - β β0.00 3.99e+2β - β β step β - ββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β 1.66e-24β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + βl β β + βo β β + βs β β + βs β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β 1.41e-38β----------------------------------------------------------------------------------------------------β + βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ + β β0.00 3.99e+2β + β β step β + βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}]; Stdio.printf "Log-loss, for better visibility:\n%!"; let plot_loss = @@ -296,46 +296,46 @@ let%expect_test "Micrograd half-moons example" = {| Log-loss, for better visibility: βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β 3.63 β- β + β -1.00e+1β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β β β β β β β β β β - β β- β β β β β β β β β β 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 + 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 -1.00e+1β - - - - ----- -- --------------- ---------------------------------------------------------β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β -1.00e+1β----------------------------------------------------------------------------------------------------β βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ β β0.00 3.99e+2β β β step β @@ -350,51 +350,51 @@ let%expect_test "Micrograd half-moons example" = [%expect {| Learning rate: - βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β -1.00e-1β -β - β β ---β - β β ---- β - β β --- β - β β ---- β - β β --- β - β β --- β - β β --- β - β β --- β - β β ---- β - β β --- β - β β ---- β - β β --- β - βl β ---- β - βe β --- β - βa β --- β - βr β --- β - βn β --- β - βi β ---- β - βn β --- β - βg β ---- β - β β --- β - βr β ---- β - βa β --- β - βt β --- β - βe β --- β - β β --- β - β β ---- β - β β --- β - β β ---- β - β β --- β - β β ---- β - β β --- β - β β --- β - β β --- β - β β --- β - β β ---- β - β β --- β - β β ---- β - β -2.00e-1β--- β - βββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ - β β0.00 3.99e+2β - β β step β - βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + ββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β -0.00β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + βl β β + βe β β + βa β β + βr β β + βn β β + βi β β + βn β β + βg β β + β β β + βr β β + βa β β + βt β β + βe β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β β β + β -0.00β----------------------------------------------------------------------------------------------------β + ββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€ + β β0.00 3.99e+2β + β β step β + ββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}]; (* Testing how the syntax extension %op creates labels for the resulting tensors: *) File "test/hello_world_op.ml", line 1, characters 0-0: /usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/hello_world_op.ml _build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/default/test/hello_world_op.ml.corrected diff --git a/_build/default/test/hello_world_op.ml b/_build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/default/test/hello_world_op.ml.corrected index 0cea005..36361a1 100644 --- a/_build/default/test/hello_world_op.ml +++ b/_build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/default/test/hello_world_op.ml.corrected @@ -35,11 +35,11 @@ let%expect_test "Pointwise multiplication dims 1" = {| ββββββββββββββββββββββ β[3]: *._y shape 0:1 β - βββ¬ββββββββββ β - βββaxis 0 β β - βββΌββββββββββ€ β - βββ 1.40e+1 β β - βββ΄ββββββββββ β + βββ¬ββββββββββββ β + βββaxis 0 β β + βββΌββββββββββββ€ β + βββ -7.05e-38 β β + βββ΄ββββββββββββ β ββββββββββββββββββββββ |}] @@ -77,11 +77,11 @@ let%expect_test "Matrix multiplication dims 1x1" = {| βββββββββββββββββββββ β[6]: +_y shape 0:1 β - βββ¬ββββββββββ β - βββaxis 0 β β - βββΌββββββββββ€ β - βββ 1.50e+1 β β - βββ΄ββββββββββ β + βββ¬ββββββββββββ β + βββaxis 0 β β + βββΌββββββββββββ€ β + βββ -7.08e-38 β β + βββ΄ββββββββββββ β βββββββββββββββββββββ |}] @@ -480,14 +480,14 @@ let%expect_test "Matrix multiplication dims 2x3" = Tensor.print ~with_code:false ~with_grad:false `Default @@ y; [%expect {| - ββββββββββββββββββββββββββββββββ - β[6]: +_y shape 0:3 β - βββ¬βββββββββββββββββββββββββββββ - βββaxis 0 ββ - βββΌββββββββββββββββββββββββββββ€β - βββ 3.90e+1 4.00e+1 4.10e+1 ββ - βββ΄βββββββββββββββββββββββββββββ - ββββββββββββββββββββββββββββββββ + βββββββββββββββββββββββββββββββββββ + β[6]: +_y shape 0:3 β + βββ¬ββββββββββββββββββββββββββββββββ + βββaxis 0 ββ + βββΌβββββββββββββββββββββββββββββββ€β + βββ 2.07e+34 2.59e+34 3.11e+34 ββ + βββ΄ββββββββββββββββββββββββββββββββ + βββββββββββββββββββββββββββββββββββ |}] let%expect_test "Big matrix" = @@ -566,14 +566,14 @@ let%expect_test "Big matrix" = Tensor.print ~with_code:false ~with_grad:false `Default y; [%expect {| - ββββββββββββββββββββββββββββββββββββββββββββββ - β[5]: + shape 0:21 β - βββ¬βββββββββββββββββββββββββββββββββββββββββββ - βββaxis 0 ββ - βββΌββββββββββββββββββββββββββββββββββββββββββ€β - βββ 1.05e+2 1.06e+2 ... 1.24e+2 1.25e+2 ββ - βββ΄βββββββββββββββββββββββββββββββββββββββββββ - ββββββββββββββββββββββββββββββββββββββββββββββ + βββββββββββββββββββββββββββββββββββββββββββββββββ + β[5]: + shape 0:21 β + βββ¬ββββββββββββββββββββββββββββββββββββββββββββββ + βββaxis 0 ββ + βββΌβββββββββββββββββββββββββββββββββββββββββββββ€β + βββ -1.58e+29 2.32e-10 ... 4.42e-9 4.65e-9 ββ + βββ΄ββββββββββββββββββββββββββββββββββββββββββββββ + βββββββββββββββββββββββββββββββββββββββββββββββββ |}] let%expect_test "Very big tensor" = @@ -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 |}]; @@ -734,17 +734,17 @@ let%expect_test "Very big tensor" = (* Disable line wrapping for viewing the output. In VSCode: `View: Toggle Word Wrap`. *) [%expect {| - βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β[6]: -_hoo shape 0:6|1:10,2:11 β - βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ - 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 - 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 - βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ - βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β[6]: -_hoo shape 0:6|1:10,2:11 includes NaN β + βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββββββ¬βββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββ + ββ β0 @ 0 β1 @ 0 β~~~~~ β4 @ 0 β5 @ 0 ββ + ββ βaxis 2 βaxis 2 βaxis 2βaxis 2 βaxis 2 ββ + βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββββββΌβββββββΌββββββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββββββ€β + ββaxis 1β 1.50e-1 -2.72e-10 ... -1.11e+37 2.28e-3 β -3.26e+29 -1.60e+34 ... 3.15e-6 1.44e-1 β ... β -4.14e+18 -7.13e+18 ... -1.28e+28 -2.43e+30 β -3.02e-26 -7.94e-25 ... -4.53e-20 -4.53e-20 ββ + ββ β 4.86e+34 -8.94e-6 ... 1.71e-17 7.90e+1 β 6.78e+3 3.10e+8 ... -4.71e-33 -1.02e-30 β β -2.97e+30 -4.96e+32 ... 6.20e-36 1.86e-35 β -4.53e-20 -1.38e-19 ... -3.66e-15 -5.89e-13 ββ + ββ β ... ... ... ... ... β ... ... ... ... ... β β ... ... ... ... ... β ... ... ... ... ... ββ + ββ β 8.44e+3 4.11e+8 ... -7.54e-32 -3.33e-27 β -1.68e-28 -3.63e-26 ... -1.67e-7 -3.57e-5 β β nan nan ... -2.73e-34 -6.35e-33 β -5.01e+25 -5.01e+25 ... -2.65e+30 -3.11e+32 ββ + ββ β -1.62e-22 -7.15e-18 ... -1.52e+20 -7.40e+24 β -7.44e-3 -1.67 ... -7.71e+18 -1.66e+21 β β -6.39e-32 -6.39e-32 ... -3.38e-27 -3.38e-27 β -6.23e+32 -6.23e+32 ... -3.55e+37 -3.55e+37 ββ + βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββ + βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}] 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/7ba1cbd128ac864c30c0b207882ea517/default/test/einsum_trivia.ml.corrected diff --git a/_build/default/test/einsum_trivia.ml b/_build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/default/test/einsum_trivia.ml.corrected index 162aa57..94d0cff 100644 --- a/_build/default/test/einsum_trivia.ml +++ b/_build/.sandbox/7ba1cbd128ac864c30c0b207882ea517/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... 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 |}]; @@ -1003,17 +1003,17 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" = Tensor.print ~with_code:false ~with_grad:false `Default @@ ho4; [%expect {| - ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β[5]: =>_ho4 shape 0:5|2:7->1:3 β - βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββ - ββ β0 @ 0 β1 @ 0 β2 @ 0 β3 @ 0 β4 @ 0 ββ - ββ βaxis 2 βaxis 2 βaxis 2 βaxis 2 βaxis 2 ββ - βββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββ€β - ββaxis 1β 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 - βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ - ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β[5]: =>_ho4 shape 0:5|2:7->1:3 β + βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββ + ββ β0 @ 0 β1 @ 0 β2 @ 0 β3 @ 0 β4 @ 0 ββ + ββ βaxis 2 βaxis 2 βaxis 2 βaxis 2 βaxis 2 ββ + βββββββββΌββββββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββββββββ€β + ββaxis 1β -2.26e-32 -8.92e+9 ... -2.92e+14 -1.89e+15 β -5.99e+6 -1.16e+10 ... -3.36e+14 -2.02e+15 β -1.63e+7 -1.42e+10 ... -3.73e+14 -2.15e+15 β -3.32e+7 -1.67e+10 ... -4.13e+14 -2.32e+15 β -6.31e+7 -2.08e+10 ... -4.57e+14 -2.55e+15 ββ + ββ β -7.14e+28 -1.31e+29 ... -1.12e+30 -1.95e+30 β -7.27e+28 -1.34e+29 ... -1.14e+30 -2.02e+30 β -7.45e+28 -1.38e+29 ... -1.16e+30 -2.05e+30 β -7.64e+28 -1.41e+29 ... -1.19e+30 -2.09e+30 β -7.79e+28 -1.44e+29 ... -1.21e+30 -2.14e+30 ββ + ββ β -6.89e+36 -9.30e+36 ... -3.40e+37 -4.31e+37 β -6.93e+36 -9.51e+36 ... -3.42e+37 -4.41e+37 β -7.10e+36 -9.59e+36 ... -3.50e+37 -4.51e+37 β -7.18e+36 -9.63e+36 ... -3.53e+37 -4.61e+37 β -7.35e+36 -9.84e+36 ... -3.55e+37 -4.71e+37 ββ + βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββ + ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}]; let%op ho5 = hey ++ "...|...->...o => o" in Train.forward_and_forget backend ctx ho5; @@ -1036,14 +1036,14 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" = Tensor.print ~with_code:false ~with_grad:false `Default @@ ho5; [%expect {| - βββββββββββββββββββββββββββββββββββββββββ - β[6]: =>_ho5 shape 0:4 β - βββ¬ββββββββββββββββββββββββββββββββββββββ - βββaxis 0 ββ - βββΌβββββββββββββββββββββββββββββββββββββ€β - βββ 4.20e+1 6.00e+1 7.80e+1 9.60e+1 ββ - βββ΄ββββββββββββββββββββββββββββββββββββββ - βββββββββββββββββββββββββββββββββββββββββ + βββββββββββββββββββββββββββββββββββββββββββββββ + β[6]: =>_ho5 shape 0:4 β + βββ¬ββββββββββββββββββββββββββββββββββββββββββββ + βββaxis 0 ββ + βββΌβββββββββββββββββββββββββββββββββββββββββββ€β + βββ 2.40e+2 -2.03e-35 -1.74e-34 -7.22e-34 ββ + βββ΄ββββββββββββββββββββββββββββββββββββββββββββ + βββββββββββββββββββββββββββββββββββββββββββββββ |}]; let hey3 = TDSL.range_of_shape ~output_dims:[ 3; 4 ] () in let%op ho6 = hey3 ++ "...|...->...o => o" in @@ -1065,14 +1065,14 @@ let%expect_test "einsum1 broadcast or sum out prefix axes" = Tensor.print ~with_code:false ~with_grad:false `Default @@ ho6; [%expect {| - βββββββββββββββββββββββββββββββββββββββββ - β[8]: =>_ho6 shape 0:4 β - βββ¬ββββββββββββββββββββββββββββββββββββββ - βββaxis 0 ββ - βββΌβββββββββββββββββββββββββββββββββββββ€β - βββ 1.20e+1 1.50e+1 1.80e+1 2.10e+1 ββ - βββ΄ββββββββββββββββββββββββββββββββββββββ - βββββββββββββββββββββββββββββββββββββββββ + ββββββββββββββββββββββββββββββββββββββββββββββ + β[8]: =>_ho6 shape 0:4 β + βββ¬βββββββββββββββββββββββββββββββββββββββββββ + βββaxis 0 ββ + βββΌββββββββββββββββββββββββββββββββββββββββββ€β + βββ -4.70e-38 -1.10e+1 -2.80e+1 -5.20e+1 ββ + βββ΄βββββββββββββββββββββββββββββββββββββββββββ + ββββββββββββββββββββββββββββββββββββββββββββββ |}]; (* Broadcast with a shift. *) let hey4 = TDSL.range_of_shape ~input_dims:[ 2 ] ~output_dims:[ 3; 4 ] () in @@ -1164,16 +1164,16 @@ let%expect_test "einsum broadcast or sum out prefix axes" = Tensor.print ~with_code:false ~with_grad:false `Default @@ c; [%expect {| - βββββββββββββββββββββββββββββββββββββββββββββββ - β[2]: ;=>_c shape 0:3|1:4 β - βββββββββ¬ββββββββββββββββββββββββββββββββββββββ - ββ βaxis 1 ββ - βββββββββΌβββββββββββββββββββββββββββββββββββββ€β - ββaxis 0β 0.00 6.00 1.60e+1 3.00e+1 ββ - ββ β 8.00e+1 1.10e+2 1.44e+2 1.82e+2 ββ - ββ β 2.88e+2 3.42e+2 4.00e+2 4.62e+2 ββ - βββββββββ΄ββββββββββββββββββββββββββββββββββββββ - βββββββββββββββββββββββββββββββββββββββββββββββ + ββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β[2]: ;=>_c shape 0:3|1:4 β + βββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββ + ββ βaxis 1 ββ + βββββββββΌββββββββββββββββββββββββββββββββββββββββββββ€β + ββaxis 0β 0.00 -1.58e+29 0.00 1.31e+5 ββ + ββ β 1.08e-19 2.65e+36 -3.68e+19 3.35e+7 ββ + ββ β 1.08e-19 2.36e+21 -7.10e-15 -3.96e+28 ββ + βββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββ + ββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}]; (* Broadcast with a shift. *) let d = TDSL.range_of_shape ~input_dims:[ 2 ] ~output_dims:[ 3 ] () in @@ -1211,21 +1211,21 @@ let%expect_test "einsum broadcast or sum out prefix axes" = Tensor.print ~with_code:false ~with_grad:false `Default @@ f; [%expect {| - βββββββββββββββββββββββββββββββββββββββββββββββ - β[5]: ;=>_f shape 0:3,1:2,2:4 β - βββββββββ¬ββββββββββββββββββββββββββββββββββββββ - ββ βaxis 2 ββ - βββββββββΌβββββββββββββββββββββββββββββββββββββ€β - ββ0 @ 0 β 0.00 0.00 0.00 0.00 ββ - ββaxis 1β 0.00 1.00 2.00 3.00 ββ - βββββββββΌβββββββββββββββββββββββββββββββββββββ€β - ββ1 @ 0 β 8.00 1.00e+1 1.20e+1 1.40e+1 ββ - ββaxis 1β 1.20e+1 1.50e+1 1.80e+1 2.10e+1 ββ - βββββββββΌβββββββββββββββββββββββββββββββββββββ€β - ββ2 @ 0 β 3.20e+1 3.60e+1 4.00e+1 4.40e+1 ββ - ββaxis 1β 4.00e+1 4.50e+1 5.00e+1 5.50e+1 ββ - βββββββββ΄ββββββββββββββββββββββββββββββββββββββ - βββββββββββββββββββββββββββββββββββββββββββββββ + βββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β[5]: ;=>_f shape 0:3,1:2,2:4 β + βββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββββ + ββ βaxis 2 ββ + βββββββββΌβββββββββββββββββββββββββββββββββββββββββββββ€β + ββ0 @ 0 β 0.00 0.00 0.00 0.00 ββ + ββaxis 1β 0.00 2.00 0.00 -3.68e+19 ββ + βββββββββΌβββββββββββββββββββββββββββββββββββββββββββββ€β + ββ1 @ 0 β 0.00 0.00 0.00 0.00 ββ + ββaxis 1β 1.08e-19 7.10e-15 4.65e-10 3.05e-5 ββ + βββββββββΌβββββββββββββββββββββββββββββββββββββββββββββ€β + ββ2 @ 0 β -0.00 -3.85e-34 -2.52e-29 -1.65e-24 ββ + ββaxis 1β -1.08e-19 -1.13e-13 -1.19e-7 -1.25e-1 ββ + βββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ + βββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}] let%expect_test "einsum1 fixed dim axis" = @@ -1294,15 +1294,15 @@ let%expect_test "einsum1 fixed dim axis" = Tensor.print ~with_code:false ~with_grad:false `Default @@ ho2; [%expect {| - ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β[2]: =>_ho2 shape 0:2|2:3->1:1 β - βββββββββ¬ββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ - ββ β0 @ 0 β1 @ 0 ββ - ββ βaxis 2 βaxis 2 ββ - βββββββββΌββββββββββββββββββββββββββββΌββββββββββββββββββββββββββββ€β - ββaxis 1β 1.80e+1 2.20e+1 2.60e+1 β 6.60e+1 7.00e+1 7.40e+1 ββ - βββββββββ΄ββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββ - ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β[2]: =>_ho2 shape 0:2|2:3->1:1 β + βββββββββ¬βββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββ + ββ β0 @ 0 β1 @ 0 ββ + ββ βaxis 2 βaxis 2 ββ + βββββββββΌβββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββ€β + ββaxis 1β -3.60e+1 9.40e-38 3.05e-37 β 2.18e-35 2.85e-35 3.61e-35 ββ + βββββββββ΄βββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββ + ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}]; let hey2 = TDSL.range_of_shape ~input_dims:[ 2 ] ~output_dims:[ 3 ] () in let%op ho3 = hey2 ++ "...|...->... => 0" in @@ -1326,11 +1326,11 @@ let%expect_test "einsum1 fixed dim axis" = {| ββββββββββββββββββββββββ β[4]: =>_ho3 shape 0:1 β - βββ¬ββββββββββ β - βββaxis 0 β β - βββΌββββββββββ€ β - βββ 1.50e+1 β β - βββ΄ββββββββββ β + βββ¬βββββββ β + βββaxis 0β β + βββΌβββββββ€ β + βββ 7.00 β β + βββ΄βββββββ β ββββββββββββββββββββββββ |}]; let%op ho4 = hey2 ++ "i->j => i0j" in @@ -1402,16 +1402,16 @@ let%expect_test "einsum with fixed dim axes" = Tensor.print ~with_code:false ~with_grad:false `Default @@ c; [%expect {| - βββββββββββββββββββββββββββββββββββββββββββββββ - β[2]: ;=>_c shape 0:3|1:4 β - βββββββββ¬ββββββββββββββββββββββββββββββββββββββ - ββ βaxis 1 ββ - βββββββββΌβββββββββββββββββββββββββββββββββββββ€β - ββaxis 0β 0.00 5.00 1.20e+1 2.10e+1 ββ - ββ β 4.80e+1 6.50e+1 8.40e+1 1.05e+2 ββ - ββ β 1.60e+2 1.89e+2 2.20e+2 2.53e+2 ββ - βββββββββ΄ββββββββββββββββββββββββββββββββββββββ - βββββββββββββββββββββββββββββββββββββββββββββββ + ββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β[2]: ;=>_c shape 0:3|1:4 β + βββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββ + ββ βaxis 1 ββ + βββββββββΌββββββββββββββββββββββββββββββββββββββββββββ€β + ββaxis 0β 0.00 -4.65e-10 0.00 3.05e-5 ββ + ββ β -1.08e-19 -1.37e+11 3.85e-34 3.20e+1 ββ + ββ β -1.08e-19 -6.40e+1 -1.51e+23 1.23e-32 ββ + βββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββ + ββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}] let%expect_test "outer_sum simulating axis concatenation" = @@ -1685,18 +1685,18 @@ let%expect_test "einsum with a leftmost input axis preserved as output axis" = Tensor.print ~with_code:false ~with_grad:false `Default @@ c; [%expect {| - βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β[2]: ;=>_c shape 0:3|1:4,2:2 β - βββββββββ¬βββββββββββββββββββ¬βββββββββββββββββββ¬ββββββββββββββββββββ - ββ β0 @ 0 β1 @ 0 β2 @ 0 ββ - 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 - βββββββββ΄βββββββββββββββββββ΄βββββββββββββββββββ΄ββββββββββββββββββββ - βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β[2]: ;=>_c shape 0:3|1:4,2:2 includes neg. inf. β + βββββββββ¬βββββββββββββββββββββββ¬βββββββββββββββββββββββ¬ββββββββββββββββββββββββ + ββ β0 @ 0 β1 @ 0 β2 @ 0 ββ + ββ βaxis 2 βaxis 2 βaxis 2 ββ + βββββββββΌβββββββββββββββββββββββΌβββββββββββββββββββββββΌβββββββββββββββββββββββ€β + ββaxis 1β -2.00 -4.65e-10 β -2.91e-11 3.85e-34 β 4.93e-32 8.19e+3 ββ + ββ β -2.77e-17 4.23e-22 β -4.00 -inf β -1.52e-4 -1.21e+32 ββ + ββ β -4.05e+31 9.00e+15 β -8.07e-28 -5.12e+2 β 2.32e+26 6.93e-17 ββ + ββ β 1.16e-10 9.90e+27 β 1.72e+18 -2.01e-28 β -3.76e-37 1.73e-18 ββ + βββββββββ΄βββββββββββββββββββββββ΄βββββββββββββββββββββββ΄ββββββββββββββββββββββββ + βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}] let%expect_test "einsum permuting two leftmost input axes as output axes" = @@ -1748,14 +1748,14 @@ let%expect_test "einsum permuting two leftmost input axes as output axes" = Tensor.print ~with_code:false ~with_grad:false `Default @@ c; [%expect {| - βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ - β[2]: ;=>_c shape 2:4->0:3,1:2 β - βββββββββ¬βββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββ - ββ β0 @ 0 β1 @ 0 β2 @ 0 ββ - ββ βaxis 2 βaxis 2 βaxis 2 ββ - βββββββββΌβββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββ€β - ββaxis 1β 0.00 2.00 4.00 6.00 β 8.00 1.00e+1 1.20e+1 1.40e+1 β 1.60e+1 1.80e+1 2.00e+1 2.20e+1 ββ - ββ β 3.60e+1 3.90e+1 4.20e+1 4.50e+1 β 4.80e+1 5.10e+1 5.40e+1 5.70e+1 β 6.00e+1 6.30e+1 6.60e+1 6.90e+1 ββ - βββββββββ΄βββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββ - βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ + β[2]: ;=>_c shape 2:4->0:3,1:2 β + βββββββββ¬ββββββββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ + ββ β0 @ 0 β1 @ 0 β2 @ 0 ββ + ββ βaxis 2 βaxis 2 βaxis 2 ββ + βββββββββΌββββββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββββββ€β + ββaxis 1β 0.00 0.00 0.00 0.00 β 0.00 0.00 0.00 0.00 β 0.00 0.00 0.00 0.00 ββ + ββ β 8.58e+9 2.19e+12 5.62e+14 1.44e+17 β 3.68e+19 5.90e+20 9.44e+21 1.51e+23 β 2.41e+24 3.86e+25 6.18e+26 9.90e+27 ββ + βββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββ + ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ |}] "/usr/bin/env" "bash" "-c" "opam exec -- dune build @install @check @runtest && rm -rf _build" failed with exit status 1 2025-05-30 20:19.25: Job failed: Failed: Build failed