2025-06-28 13:27.10: New job: test ahrefs/ocannl https://github.com/ahrefs/ocannl.git#refs/heads/master (6da09c405fb756876a6112ae11b4014e3157b0fc) (linux-x86_64:alpine-3.21-5.3_opam-2.3) Base: ocaml/opam:alpine-3.21-ocaml-5.3@sha256:3343dcc8eef8cc135210194424c75ebe26927358b1a48d0c3c0860cfe43df613 Opam project build To reproduce locally: git clone --recursive "https://github.com/ahrefs/ocannl.git" -b "master" && cd "ocannl" && git reset --hard 6da09c40 cat > Dockerfile <<'END-OF-DOCKERFILE' FROM ocaml/opam:alpine-3.21-ocaml-5.3@sha256:3343dcc8eef8cc135210194424c75ebe26927358b1a48d0c3c0860cfe43df613 # alpine-3.21-5.3_opam-2.3 USER 1000:1000 ENV CLICOLOR_FORCE="1" ENV OPAMCOLOR="always" WORKDIR /src RUN sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam RUN opam init --reinit -ni RUN uname -rs && opam exec -- ocaml -version && opam --version WORKDIR /src RUN sudo chown opam /src RUN cd ~/opam-repository && (git cat-file -e 7210227672addfb4db789560e45923f54c0aeab1 || git fetch origin master) && git reset -q --hard 7210227672addfb4db789560e45923f54c0aeab1 && git log --no-decorate -n1 --oneline && opam update -u COPY --chown=1000:1000 neural_nets_lib.opam arrayjit.opam ./ RUN opam pin add -yn neural_nets_lib.dev './' && \ opam pin add -yn arrayjit.dev './' RUN echo '(lang dune 3.0)' > './dune-project' ENV DEPS="angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 parsexp.v0.17.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.0 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.12.0 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0" ENV CI="true" ENV OCAMLCI="true" RUN opam update --depexts && opam install --cli=2.3 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS RUN opam install $DEPS COPY --chown=1000:1000 . /src RUN opam exec -- dune build @install @check @runtest && rm -rf _build END-OF-DOCKERFILE docker build . END-REPRO-BLOCK 2025-06-28 13:27.10: Using cache hint "ahrefs/ocannl-ocaml/opam:alpine-3.21-ocaml-5.3@sha256:3343dcc8eef8cc135210194424c75ebe26927358b1a48d0c3c0860cfe43df613-alpine-3.21-5.3_opam-2.3-82912e70cd030e6e6af979ac4425a6a2" 2025-06-28 13:27.10: Using OBuilder spec: ((from ocaml/opam:alpine-3.21-ocaml-5.3@sha256:3343dcc8eef8cc135210194424c75ebe26927358b1a48d0c3c0860cfe43df613) (comment alpine-3.21-5.3_opam-2.3) (user (uid 1000) (gid 1000)) (env CLICOLOR_FORCE 1) (env OPAMCOLOR always) (workdir /src) (run (shell "sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam")) (run (shell "opam init --reinit -ni")) (run (shell "uname -rs && opam exec -- ocaml -version && opam --version")) (workdir /src) (run (shell "sudo chown opam /src")) (run (cache (opam-archives (target /home/opam/.opam/download-cache))) (network host) (shell "cd ~/opam-repository && (git cat-file -e 7210227672addfb4db789560e45923f54c0aeab1 || git fetch origin master) && git reset -q --hard 7210227672addfb4db789560e45923f54c0aeab1 && git log --no-decorate -n1 --oneline && opam update -u")) (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./)) (run (network host) (shell "opam pin add -yn neural_nets_lib.dev './' && \ \nopam pin add -yn arrayjit.dev './'")) (run (network host) (shell "echo '(lang dune 3.0)' > './dune-project'")) (env DEPS "angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 parsexp.v0.17.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.0 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.12.0 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0") (env CI true) (env OCAMLCI true) (run (cache (opam-archives (target /home/opam/.opam/download-cache))) (network host) (shell "opam update --depexts && opam install --cli=2.3 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS")) (run (cache (opam-archives (target /home/opam/.opam/download-cache))) (network host) (shell "opam install $DEPS")) (copy (src .) (dst /src)) (run (shell "opam exec -- dune build @install @check @runtest && rm -rf _build")) ) 2025-06-28 13:27.10: Waiting for resource in pool OCluster 2025-06-28 13:27.10: Waiting for worker… 2025-06-28 13:36.34: Got resource from pool OCluster Building on laodoke.caelum.ci.dev All commits already cached HEAD is now at 6da09c40 No, it's not possible without too much complexity (from ocaml/opam:alpine-3.21-ocaml-5.3@sha256:3343dcc8eef8cc135210194424c75ebe26927358b1a48d0c3c0860cfe43df613) 2025-06-28 13:36.35 ---> using "3141b9cf5ba038771635d2742247938bc41e269100016f85aeafaf7cfcddc947" from cache /: (comment alpine-3.21-5.3_opam-2.3) /: (user (uid 1000) (gid 1000)) /: (env CLICOLOR_FORCE 1) /: (env OPAMCOLOR always) /: (workdir /src) /src: (run (shell "sudo ln -f /usr/bin/opam-2.3 /usr/bin/opam")) 2025-06-28 13:36.35 ---> using "80b751ed47c43451e88cd0293ed9a635ccea08011eeda4114e7ec036c06c48a3" from cache /src: (run (shell "opam init --reinit -ni")) Configuring from /home/opam/.opamrc and then from built-in defaults. Checking for available remotes: rsync and local, git. - you won't be able to use mercurial repositories unless you install the hg command on your system. - you won't be able to use darcs repositories unless you install the darcs command on your system. This development version of opam requires an update to the layout of /home/opam/.opam from version 2.0 to version 2.2, which can't be reverted. You may want to back it up before going further. Continue? [y/n] y [NOTE] The 'jobs' option was reset, its value was 255 and its new value will vary according to the current number of cores on your machine. You can restore the fixed value using: opam option jobs=255 --global Format upgrade done. <><> Updating repositories ><><><><><><><><><><><><><><><><><><><><><><><><><><> [default] Initialised 2025-06-28 13:36.35 ---> using "6c30ca4e379a499434293ac7ae4ccb6757139c93d8bc5916b7557572123e5ba0" from cache /src: (run (shell "uname -rs && opam exec -- ocaml -version && opam --version")) Linux 5.15.0-141-generic The OCaml toplevel, version 5.3.0 2.3.0 2025-06-28 13:36.35 ---> using "a3df42546ff5706a2753d5e221aadf5e7ea87ec715342ceb488042e5402600c3" from cache /src: (workdir /src) /src: (run (shell "sudo chown opam /src")) 2025-06-28 13:36.35 ---> using "17ab95ba4820eaae0552c498f14e3328c5320ed844b460f0519c8783adab646a" from cache /src: (run (cache (opam-archives (target /home/opam/.opam/download-cache))) (network host) (shell "cd ~/opam-repository && (git cat-file -e 7210227672addfb4db789560e45923f54c0aeab1 || git fetch origin master) && git reset -q --hard 7210227672addfb4db789560e45923f54c0aeab1 && git log --no-decorate -n1 --oneline && opam update -u")) From https://github.com/ocaml/opam-repository * branch master -> FETCH_HEAD bc726805e3..04120f2130 master -> origin/master 7210227672 Merge pull request #28100 from smuenzel/ppx-deriving-6.1.0-ocaml-5.4 <><> Updating package repositories ><><><><><><><><><><><><><><><><><><><><><><> [default] synchronised from git+file:///home/opam/opam-repository Everything as up-to-date as possible (run with --verbose to show unavailable upgrades). However, you may "opam upgrade" these packages explicitly, which will ask permission to downgrade or uninstall the conflicting packages. Nothing to do. # To update the current shell environment, run: eval $(opam env) 2025-06-28 13:38.19 ---> saved as "1ba3f53347b37a674b955528514f7f6e01a1336e9b769320cf0f5a2096b708ae" /src: (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./)) 2025-06-28 13:38.20 ---> saved as "c376d988bfc6d6405b3dd6dc9356e8929aab9a39ba512937d1d94455a43cc26e" /src: (run (network host) (shell "opam pin add -yn neural_nets_lib.dev './' && \ \nopam pin add -yn arrayjit.dev './'")) [neural_nets_lib.dev] synchronised (file:///src) neural_nets_lib is now pinned to file:///src (version dev) [arrayjit.dev] synchronised (file:///src) arrayjit is now pinned to file:///src (version dev) 2025-06-28 13:38.48 ---> saved as "29f29b75245e46c4bc1983d96cda1ab0a297f0c998aafbca7376690bc483f993" /src: (run (network host) (shell "echo '(lang dune 3.0)' > './dune-project'")) 2025-06-28 13:38.53 ---> saved as "51adc441b434f811d59cb88b89a9ed890837617b8e5fb90ca5826008083ca147" /src: (env DEPS "angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 parsexp.v0.17.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.0 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.12.0 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0") /src: (env CI true) /src: (env OCAMLCI true) /src: (run (cache (opam-archives (target /home/opam/.opam/download-cache))) (network host) (shell "opam update --depexts && opam install --cli=2.3 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS")) + /usr/bin/sudo "apk" "update" - fetch https://dl-cdn.alpinelinux.org/alpine/v3.21/main/x86_64/APKINDEX.tar.gz - fetch https://dl-cdn.alpinelinux.org/alpine/v3.21/community/x86_64/APKINDEX.tar.gz - fetch https://dl-cdn.alpinelinux.org/alpine/edge/main/x86_64/APKINDEX.tar.gz - fetch https://dl-cdn.alpinelinux.org/alpine/edge/community/x86_64/APKINDEX.tar.gz - fetch https://dl-cdn.alpinelinux.org/alpine/edge/testing/x86_64/APKINDEX.tar.gz - v3.21.3-612-gd8580ac27b8 [https://dl-cdn.alpinelinux.org/alpine/v3.21/main] - v3.21.3-612-gd8580ac27b8 [https://dl-cdn.alpinelinux.org/alpine/v3.21/community] - v3.23.0_alpha20250612-1063-g48d7565e0cb [https://dl-cdn.alpinelinux.org/alpine/edge/main] - v3.23.0_alpha20250612-1070-g4f82142003b [https://dl-cdn.alpinelinux.org/alpine/edge/community] - v3.23.0_alpha20250612-1066-gdffa203a8e9 [https://dl-cdn.alpinelinux.org/alpine/edge/testing] - OK: 58852 distinct packages available <><> Synchronising pinned packages ><><><><><><><><><><><><><><><><><><><><><><> [arrayjit.dev] synchronised (file:///src) [neural_nets_lib.dev] synchronised (file:///src) [NOTE] Package ocaml-options-vanilla is already installed (current version is 1). [NOTE] Package ocaml-config is already installed (current version is 3). [NOTE] Package ocaml-compiler is already installed (current version is 5.3.0). [NOTE] Package ocaml-base-compiler is already installed (current version is 5.3.0). [NOTE] Package ocaml is already installed (current version is 5.3.0). [NOTE] Package base-unix is already installed (current version is base). [NOTE] Package base-threads is already installed (current version is base). [NOTE] Package base-nnp is already installed (current version is base). [NOTE] Package base-effects is already installed (current version is base). [NOTE] Package base-domains is already installed (current version is base). [NOTE] Package base-bigarray is already installed (current version is base). The following system packages will first need to be installed: curl-dev libffi-dev zlib-dev <><> Handling external dependencies <><><><><><><><><><><><><><><><><><><><><><> + /usr/bin/sudo "apk" "add" "curl-dev" "libffi-dev" "zlib-dev" - (1/13) Installing brotli (1.1.0-r2) - (2/13) Installing brotli-dev (1.1.0-r2) - (3/13) Installing c-ares-dev (1.34.5-r0) - (4/13) Installing libidn2-dev (2.3.7-r0) - (5/13) Installing libpsl-utils (0.21.5-r3) - (6/13) Installing libpsl-dev (0.21.5-r3) - (7/13) Installing nghttp2-dev (1.64.0-r0) - (8/13) Installing openssl-dev (3.3.3-r0) - (9/13) Installing zlib-dev (1.3.1-r2) - (10/13) Installing zstd-dev (1.5.6-r2) - (11/13) Installing curl-dev (8.12.1-r1) - (12/13) Installing linux-headers (6.6-r1) - (13/13) Installing libffi-dev (3.4.7-r0) - Executing busybox-1.37.0-r12.trigger - OK: 317 MiB in 115 packages 2025-06-28 13:39.31 ---> saved as "5258eca8459b3b9d6b3d72f50acbf60291e55a426dbaa2a8a05b24f63514a0d4" /src: (run (cache (opam-archives (target /home/opam/.opam/download-cache))) (network host) (shell "opam install $DEPS")) [NOTE] Package ocaml-options-vanilla is already installed (current version is 1). [NOTE] Package ocaml-config is already installed (current version is 3). [NOTE] Package ocaml-compiler is already installed (current version is 5.3.0). [NOTE] Package ocaml-base-compiler is already installed (current version is 5.3.0). [NOTE] Package ocaml is already installed (current version is 5.3.0). [NOTE] Package base-unix is already installed (current version is base). [NOTE] Package base-threads is already installed (current version is base). [NOTE] Package base-nnp is already installed (current version is base). [NOTE] Package base-effects is already installed (current version is base). [NOTE] Package base-domains is already installed (current version is base). [NOTE] Package base-bigarray is already installed (current version is base). The following actions will be performed: === install 81 packages - install angstrom 0.16.1 - install astring 0.8.5 - install backoff 0.1.1 - install base v0.17.3 - install base-bytes base - install bigarray-compat 1.1.0 - install bigstringaf 0.10.0 - install camlp-streams 5.0.1 - install camlzip 1.13 - install cmdliner 1.3.0 - install conf-libcurl 2 - install conf-libffi 2.0.0 - install conf-pkg-config 4 - install conf-zlib 1 - install cppo 1.8.0 - install csexp 1.5.2 - install csv 2.4 - install ctypes 0.23.0 - install ctypes-foreign 0.23.0 - install curl 0.10.0 - install dune 3.19.1 - install dune-configurator 3.19.1 - install fieldslib v0.17.0 - install fmt 0.10.0 - install integers 0.7.0 - install jane-street-headers v0.17.0 - install jst-config v0.17.0 - install logs 0.8.0 - install mdx 2.5.0 - install mtime 2.1.0 - install multicore-magic 2.3.1 - install num 1.6 - install ocaml-compiler-libs v0.17.0 - install ocaml-syntax-shims 1.0.0 - install ocaml-version 4.0.1 - install ocaml_intrinsics_kernel v0.17.1 - install ocamlbuild 0.16.1 - install ocamlfind 1.9.8 - install parsexp v0.17.0 - install pprint 20230830 - install ppx_assert v0.17.0 - install ppx_base v0.17.0 - install ppx_cold v0.17.0 - install ppx_compare v0.17.0 - install ppx_derivers 1.2.1 - install ppx_deriving 6.1.0 - install ppx_enumerate v0.17.0 - install ppx_expect v0.17.3 - install ppx_fields_conv v0.17.0 - install ppx_globalize v0.17.2 - install ppx_hash v0.17.0 - install ppx_here v0.17.0 - install ppx_inline_test v0.17.1 - install ppx_minidebug 2.3.0 - install ppx_optcomp v0.17.1 - install ppx_sexp_conv v0.17.1 - install ppx_string v0.17.0 - install ppx_variants_conv v0.17.1 - install ppxlib 0.36.0 - install ppxlib_jane v0.17.4 - install printbox 0.12 - install printbox-ext-plot 0.12 - install printbox-html 0.12 - install printbox-md 0.12 - install printbox-text 0.12 - install ptime 1.2.0 - install re 1.12.0 - install result 1.5 - install saturn_lockfree 0.5.0 - install seq base - install sexplib v0.17.0 - install sexplib0 v0.17.0 - install stdio v0.17.0 - install stdlib-shims 0.3.0 - install thread-local-storage 0.2 - install time_now v0.17.0 - install topkg 1.0.8 - install tyxml 4.6.0 - install uucp 16.0.0 - install uutf 1.0.4 - install variantslib v0.17.0 <><> Processing actions <><><><><><><><><><><><><><><><><><><><><><><><><><><><> -> retrieved backoff.0.1.1 (cached) -> retrieved angstrom.0.16.1 (cached) -> retrieved astring.0.8.5 (cached) -> retrieved base.v0.17.3 (cached) -> retrieved bigarray-compat.1.1.0 (cached) -> retrieved bigstringaf.0.10.0 (cached) -> retrieved camlp-streams.5.0.1 (cached) -> retrieved camlzip.1.13 (cached) -> retrieved cmdliner.1.3.0 (cached) -> retrieved cppo.1.8.0 (cached) -> installed conf-libcurl.2 -> installed conf-pkg-config.4 -> retrieved csexp.1.5.2 (cached) -> retrieved csv.2.4 (cached) -> retrieved ctypes.0.23.0, ctypes-foreign.0.23.0 (cached) -> installed conf-libffi.2.0.0 -> installed conf-zlib.1 -> retrieved curl.0.10.0 (cached) -> retrieved fieldslib.v0.17.0 (cached) -> retrieved fmt.0.10.0 (cached) -> retrieved integers.0.7.0 (cached) -> retrieved jane-street-headers.v0.17.0 (cached) -> retrieved jst-config.v0.17.0 (cached) -> retrieved logs.0.8.0 (cached) -> retrieved mtime.2.1.0 (cached) -> retrieved mdx.2.5.0 (cached) -> retrieved multicore-magic.2.3.1 (cached) -> retrieved num.1.6 (cached) -> retrieved ocaml-compiler-libs.v0.17.0 (cached) -> retrieved ocaml-syntax-shims.1.0.0 (cached) -> retrieved ocaml-version.4.0.1 (cached) -> retrieved ocaml_intrinsics_kernel.v0.17.1 (cached) -> retrieved ocamlbuild.0.16.1 (cached) -> retrieved ocamlfind.1.9.8 (cached) -> retrieved parsexp.v0.17.0 (cached) -> retrieved pprint.20230830 (cached) -> retrieved ppx_base.v0.17.0 (cached) -> retrieved ppx_assert.v0.17.0 (cached) -> retrieved ppx_cold.v0.17.0 (cached) -> retrieved ppx_compare.v0.17.0 (cached) -> retrieved ppx_derivers.1.2.1 (cached) -> retrieved ppx_enumerate.v0.17.0 (cached) -> retrieved ppx_deriving.6.1.0 (cached) -> retrieved ppx_expect.v0.17.3 (cached) -> retrieved ppx_fields_conv.v0.17.0 (cached) -> retrieved ppx_globalize.v0.17.2 (cached) -> retrieved ppx_hash.v0.17.0 (cached) -> retrieved ppx_here.v0.17.0 (cached) -> retrieved ppx_inline_test.v0.17.1 (cached) -> retrieved ppx_optcomp.v0.17.1 (cached) -> retrieved ppx_sexp_conv.v0.17.1 (cached) -> retrieved dune.3.19.1, dune-configurator.3.19.1 (cached) -> retrieved ppx_minidebug.2.3.0 (cached) -> retrieved ppx_string.v0.17.0 (cached) -> retrieved ppx_variants_conv.v0.17.1 (cached) -> retrieved ppxlib_jane.v0.17.4 (cached) -> retrieved ptime.1.2.0 (cached) -> installed cmdliner.1.3.0 -> installed num.1.6 -> retrieved re.1.12.0 (cached) -> retrieved result.1.5 (cached) -> retrieved ppxlib.0.36.0 (cached) -> retrieved seq.base (cached) -> installed seq.base -> retrieved saturn_lockfree.0.5.0 (cached) -> retrieved sexplib.v0.17.0 (cached) -> retrieved printbox.0.12, printbox-ext-plot.0.12, printbox-html.0.12, printbox-md.0.12, printbox-text.0.12 (cached) -> retrieved sexplib0.v0.17.0 (cached) -> retrieved stdio.v0.17.0 (cached) -> retrieved stdlib-shims.0.3.0 (cached) -> retrieved thread-local-storage.0.2 (cached) -> retrieved time_now.v0.17.0 (cached) -> retrieved topkg.1.0.8 (cached) -> retrieved tyxml.4.6.0 (cached) -> retrieved uutf.1.0.4 (cached) -> retrieved variantslib.v0.17.0 (cached) -> retrieved uucp.16.0.0 (cached) -> installed ocamlbuild.0.16.1 -> installed ocamlfind.1.9.8 -> installed base-bytes.base -> installed camlzip.1.13 -> installed topkg.1.0.8 -> installed uutf.1.0.4 -> installed mtime.2.1.0 -> installed fmt.0.10.0 -> installed ptime.1.2.0 -> installed astring.0.8.5 -> installed logs.0.8.0 -> installed dune.3.19.1 -> installed jane-street-headers.v0.17.0 -> installed csexp.1.5.2 -> installed backoff.0.1.1 -> installed bigarray-compat.1.1.0 -> installed camlp-streams.5.0.1 -> installed csv.2.4 -> installed multicore-magic.2.3.1 -> installed ocaml-version.4.0.1 -> installed ocaml_intrinsics_kernel.v0.17.1 -> installed pprint.20230830 -> installed ppx_derivers.1.2.1 -> installed printbox.0.12 -> installed result.1.5 -> installed stdlib-shims.0.3.0 -> installed thread-local-storage.0.2 -> installed sexplib0.v0.17.0 -> installed re.1.12.0 -> installed cppo.1.8.0 -> installed ocaml-syntax-shims.1.0.0 -> installed saturn_lockfree.0.5.0 -> installed ocaml-compiler-libs.v0.17.0 -> installed integers.0.7.0 -> installed parsexp.v0.17.0 -> installed dune-configurator.3.19.1 -> installed bigstringaf.0.10.0 -> installed sexplib.v0.17.0 -> installed angstrom.0.16.1 -> installed mdx.2.5.0 -> installed tyxml.4.6.0 -> installed printbox-html.0.12 -> installed curl.0.10.0 -> installed ctypes.0.23.0 -> installed uucp.16.0.0 -> installed printbox-text.0.12 -> installed base.v0.17.3 -> installed printbox-md.0.12 -> installed variantslib.v0.17.0 -> installed fieldslib.v0.17.0 -> installed stdio.v0.17.0 -> installed printbox-ext-plot.0.12 -> installed ctypes-foreign.0.23.0 -> installed ppxlib.0.36.0 -> installed ppxlib_jane.v0.17.4 -> installed ppx_optcomp.v0.17.1 -> installed ppx_cold.v0.17.0 -> installed ppx_here.v0.17.0 -> installed ppx_variants_conv.v0.17.1 -> installed ppx_fields_conv.v0.17.0 -> installed ppx_enumerate.v0.17.0 -> installed ppx_globalize.v0.17.2 -> installed ppx_compare.v0.17.0 -> installed ppx_deriving.6.1.0 -> installed ppx_sexp_conv.v0.17.1 -> installed ppx_hash.v0.17.0 -> installed ppx_assert.v0.17.0 -> installed ppx_base.v0.17.0 -> installed ppx_minidebug.2.3.0 -> installed jst-config.v0.17.0 -> installed ppx_string.v0.17.0 -> installed time_now.v0.17.0 -> installed ppx_inline_test.v0.17.1 -> installed ppx_expect.v0.17.3 Done. # To update the current shell environment, run: eval $(opam env) 2025-06-28 13:42.39 ---> saved as "d46f3b58419fd0d277bd1e1f5446a5f7209bb2c9d5422ed4ba8702570dbbb56e" /src: (copy (src .) (dst /src)) 2025-06-28 13:42.42 ---> saved as "11f76c16e834b89ac1b8b2e5516f6028a630753d66f9b620126dfae700afb267" /src: (run (shell "opam exec -- dune build @install @check @runtest && rm -rf _build")) File "arrayjit/test/dune", line 6, characters 7-15: 6 | (pps ppx_jane))) ^^^^^^^^ Error: Library "ppx_jane" not found. -> required by _build/default/arrayjit/test/.merlin-conf/exe-test_numerical_types -> required by alias arrayjit/test/check (cd _build/default/test/config && ../../arrayjit/bin/read_config.exe --read=backend) Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/config/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file Wrote value of 'backend' to ocannl_backend.txt File "test/einsum/test_conv_syntax.expected", line 1, characters 0-0: /usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum/test_conv_syntax.expected _build/default/test/einsum/test_conv_syntax.exe.output diff --git a/_build/default/test/einsum/test_conv_syntax.expected b/_build/default/test/einsum/test_conv_syntax.exe.output index 4bd5a1c..0580e1e 100644 --- a/_build/default/test/einsum/test_conv_syntax.expected +++ b/_build/default/test/einsum/test_conv_syntax.exe.output @@ -1,5 +1,5 @@ -Welcome to OCANNL! Reading configuration defaults from /Users/lukstafi/ocannl/_build/default/test/einsum/ocannl_config. +Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/einsum/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file Testing conv syntax parsing... File "test/test_print_style.expected", line 1, characters 0-0: /usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/test_print_style.expected _build/default/test/test_print_style.exe.output diff --git a/_build/default/test/test_print_style.expected b/_build/default/test/test_print_style.exe.output index e51ab37..c55c8ad 100644 --- a/_build/default/test/test_print_style.expected +++ b/_build/default/test/test_print_style.exe.output @@ -1,5 +1,5 @@ -Welcome to OCANNL! Reading configuration defaults from /Users/lukstafi/ocannl/_build/default/test/ocannl_config. +Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file Testing print_style functionality: (cd _build/default/test_ppx && ./test_ppx_op.exe) Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test_ppx/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (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/977a873585c8f236543025b8ee7e8fea/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/977a873585c8f236543025b8ee7e8fea/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/977a873585c8f236543025b8ee7e8fea/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/977a873585c8f236543025b8ee7e8fea/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/977a873585c8f236543025b8ee7e8fea/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition 'Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/0d772e09e41861d5d6e4974624a48c15/default/test/ocannl_config.' -source-tree-root .. -diff-cmd -) Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/977a873585c8f236543025b8ee7e8fea/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/977a873585c8f236543025b8ee7e8fea/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/977a873585c8f236543025b8ee7e8fea/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file File "test/einsum/dune", line 13, characters 7-25: 13 | (name einsum_trivia_exec) ^^^^^^^^^^^^^^^^^^ (cd _build/default/test/einsum && ./einsum_trivia_exec.exe) > _build/default/test/einsum/einsum_trivia_exec.exe.output Fatal error: exception Invalid_argument("Tnode.update_memory_mode: update 46 -> 35 inconsistent for r2x4x3") Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45 Called from Ir__Low_level.visit_llc.(fun) in file "arrayjit/lib/low_level.ml", line 281, characters 45-85 Called from Base__Hashtbl.iteri in file "src/hashtbl.ml", line 281, characters 48-60 Re-raised at Base__Hashtbl.iteri in file "src/hashtbl.ml", line 288, characters 6-15 Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 888-889, characters 2-7 Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-901, characters 30-49 Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1164, characters 15-57 Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85 Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85 Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 193-194, characters 4-45 Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 185-194, characters 34-47 Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 378, characters 6-59 Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59 Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99 Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 500, characters 25-95 Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 491-504, characters 32-17 Called from Dune__exe__Einsum_trivia_exec in file "test/einsum/einsum_trivia_exec.ml", line 125, characters 12-47 File "test/dune", lines 30-40, characters 0-281: 30 | (rule 31 | (alias runtest) 32 | (target 33 | (dir log_files)) 34 | (action 35 | (run 36 | %{dep:micrograd_demo_logging.exe} 37 | "--ocannl_debug_backend=text" 38 | "--ocannl_log_file_stem=micrograd_demo_logging" 39 | "--ocannl_log_main_domain_to_stdout=false" 40 | "--ocannl_debug_log_to_stream_files=true"))) (cd _build/default/test && ./micrograd_demo_logging.exe --ocannl_debug_backend=text --ocannl_log_file_stem=micrograd_demo_logging --ocannl_log_main_domain_to_stdout=false --ocannl_debug_log_to_stream_files=true) Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file Retrieving commandline, environment, or config file variable ocannl_backend Found multicore_cc, in the config file Retrieving commandline, environment, or config file variable ocannl_cd_ident_style Not found, using default heuristic Retrieving commandline, environment, or config file variable ocannl_ll_ident_style Not found, using default heuristic Retrieving commandline, environment, or config file variable ocannl_prefer_backend_uniformity Found true, in the config file Retrieving commandline, environment, or config file variable ocannl_debug_log_to_stream_files Found true, commandline --ocannl_debug_log_to_stream_files=true Retrieving commandline, environment, or config file variable ocannl_cc_backend_optimization_level Not found, using default 3 Retrieving commandline, environment, or config file variable ocannl_cc_backend_compiler_command Not found, using default gcc Retrieving commandline, environment, or config file variable ocannl_never_capture_stdout Not found, using default false Fatal error: exception File "src/printbox-text/PrintBox_text.ml", line 212, characters 6-12: Assertion failed Raised at PrintBox_text.Output.Make_out.to_buf_aux_ in file "src/printbox-text/PrintBox_text.ml", line 212, characters 6-50 Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 19-42 Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41 Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41 Called from Stdlib__Map.Make.fold in file "map.ml", line 329, characters 26-41 Called from 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.post in file "arrayjit/lib/backends.ml", lines 163-170, characters 13-15 Called from Ir__Task.run in file "arrayjit/lib/task.ml", line 17, characters 2-14 Re-raised at Ir__Task.run in file "arrayjit/lib/task.ml", lines 15-17, characters 20-14 Called from Dune__exe__Micrograd_demo_logging.(fun) in file "test/micrograd_demo_logging.ml", line 36, characters 2-16 Called from Utils.capture_stdout_logs in file "arrayjit/lib/utils.ml", line 825, characters 10-16 Re-raised at Utils.capture_stdout_logs in file "arrayjit/lib/utils.ml", line 856, characters 8-87 Called from Dune__exe__Micrograd_demo_logging in file "test/micrograd_demo_logging.ml", lines 35-39, characters 2-58 (cd _build/.sandbox/977a873585c8f236543025b8ee7e8fea/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/977a873585c8f236543025b8ee7e8fea/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/977a873585c8f236543025b8ee7e8fea/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/977a873585c8f236543025b8ee7e8fea/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/977a873585c8f236543025b8ee7e8fea/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/977a873585c8f236543025b8ee7e8fea/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/977a873585c8f236543025b8ee7e8fea/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/977a873585c8f236543025b8ee7e8fea/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file File "test/dune", line 4, characters 7-30: 4 | (name moons_demo_parallel_run) ^^^^^^^^^^^^^^^^^^^^^^^ (cd _build/default/test && ./moons_demo_parallel_run.exe) Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file ("Set log_level to" 1) └─{orphaned from #24} Retrieving commandline, environment, or config file variable ocannl_backend Found multicore_cc, in the config file Properties of devices: (multicore_devices (device ((device_name CPU) (device_ordinal 0) (num_domains 72)))) @!Retrieving commandline, environment, or config file variable ocannl_prefer_backend_uniformity Found true, in the config file Retrieving commandline, environment, or config file variable ocannl_debug_log_to_stream_files Not found, using default false Retrieving commandline, environment, or config file variable ocannl_ll_ident_style Not found, using default heuristic Retrieving commandline, environment, or config file variable ocannl_cc_backend_optimization_level Not found, using default 3 Retrieving commandline, environment, or config file variable ocannl_cc_backend_compiler_command Not found, using default gcc Fatal error: exception (Option.value_exn arrayjit/lib/backends.ml:296:28) Raised at Base__Error.raise in file "src/error.ml" (inlined), line 9, characters 21-37 Called from Base__Option.value_exn in file "src/option.ml", line 119, characters 4-21 Called from Backends.Add_device.link_batch in file "arrayjit/lib/backends.ml", line 296, characters 5-44 Called from Backends.Raise_backend.link_batch in file "arrayjit/lib/backends.ml", line 489, characters 30-81 Called from Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", line 273, characters 15-96 Re-raised at Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", lines 271-273, characters 10-97 Re-raised at Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", lines 269-274, characters 23-18 Called from Base__Array0.mapi in file "src/array0.ml", line 142, characters 24-46 Called from Ocannl__Train.parallel_update in file "lib/train.ml", lines 269-274, characters 4-18 Re-raised at Ocannl__Train.parallel_update in file "lib/train.ml", lines 266-274, characters 2-18 Re-raised at Ocannl__Train.parallel_update in file "lib/train.ml", lines 233-320, characters 32-69 Called from Ocannl__Train.example_train_loop in file "lib/train.ml", lines 418-428, characters 4-39 Called from Dune__exe__Moons_demo_parallel_run.main in file "test/moons_demo_parallel_run.ml", lines 65-69, characters 4-8 Called from Base__Exn.protectx in file "src/exn.ml", line 79, characters 8-11 Re-raised at Base__Exn.raise_with_original_backtrace in file "src/exn.ml" (inlined), line 59, characters 2-50 Called from Base__Exn.protectx in file "src/exn.ml", line 86, characters 13-49 Called from Base__Exn.protect in file "src/exn.ml" (inlined), line 92, characters 26-49 Called from Dune__exe__Moons_demo_parallel_run in file "test/moons_demo_parallel_run.ml", line 90, characters 2-53 (cd _build/.sandbox/977a873585c8f236543025b8ee7e8fea/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/977a873585c8f236543025b8ee7e8fea/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file File "test/einsum/moons_demo_variant.expected", line 1, characters 0-0: /usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum/moons_demo_variant.expected _build/default/test/einsum/moons_demo_variant.exe.output diff --git a/_build/default/test/einsum/moons_demo_variant.expected b/_build/default/test/einsum/moons_demo_variant.exe.output index 68171df..ca22c59 100644 --- a/_build/default/test/einsum/moons_demo_variant.expected +++ b/_build/default/test/einsum/moons_demo_variant.exe.output @@ -1,57 +1,52 @@ -Welcome to OCANNL! Reading configuration defaults from /Users/lukstafi/ocannl/_build/default/test/einsum/ocannl_config. +Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/einsum/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file Half-moons scatterplot and decision boundary: ┌────────────────────────────────────────────────────────────────────────────────────────────────────┐ -│****************************#***********************************************************************│ -│****************************###***###***#***********************************************************│ -│***************************#********#***#**********************************************************.│ -│********************#*********************##*#*#************************************************....│ -│******************#***#*****##*#*#*#****#*#*#*##**********************************************......│ -│**************#*#**###**#*##**##********#**#****###**#*************************************.........│ -│***********#***##***#**##*****************#*#*##*###*************************************...........│ -│***************#**###******************************##*#********************************.............│ -│*************#*****#******************************#*#***#*#*************************................│ -│*********#***#************************************##*###**#***********************..................│ -│******#***#*#*#******************************************#*#*******************.....................│ -│*****###****#*******************************************#********************.......................│ -│*******#*###***********************************************#*#************..........................│ -│**********##**********************%%*********************#**##**********............................│ -│*****#***#**********************%**%%********************************.............................%.│ -│**####*************************%**%**************************##*#**............................%...%│ -│****#**************************%%**%*************************#*#*..............................%....│ -│*#****##************************%*...%*********************##*..#...........................%...%%..│ -│****#*#***********************.%..%.%........................#..#.............................%.%...│ -│##*##*********************.......%.............................#.##.........................%.%.%%%.│ -│**#####*****************.......%...%%.......................................................%..%.%..│ -│**********************...........%.%.%%.....................#.#.#.#.............................%%..│ -│***##****************............%..%..%........................#.#.........................%...%...│ -│##**#**************................%...%.....................#..###......................%.%%.......│ -│###***************...............%.%.%...........................##............................%....│ -│**##************.................................................#......................%%.%..%.....│ -│**#************....................%%...........................##......................%%.%........│ -│**************........................%......................#..#...........................%.......│ -│************........................%%.%.......................##.....................%..%..........│ -│***********............................%%..............................................%%.%%........│ -│**********.............................%...%............................................%%%.........│ -│********...................................%..%....................................%.....%..........│ -│*******.................................%%..%.%................................%.%.%.%%.............│ -│******.....................................%%.%...%%.%.......................%%%....%.%.%...........│ -│*****....................................%.....%.%..%....................%.....%%.%.%...............│ -│***.........................................%%...%.%%%%..%.......%.........%%.%%....................│ -│**................................................%..%.......%..%%%%...%.%..%.%.....................│ -│*..................................................%.%.%............%..%...%........................│ -│..................................................%....%.%......%%...%.%............................│ -│..........................................................%..%......%%%.............................│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ └────────────────────────────────────────────────────────────────────────────────────────────────────┘Loss: ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ -│ 3.79e+1│- │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ +│ 2.92e+6│ - - │ │ │ │ │ │ │ │ │ │ @@ -61,124 +56,129 @@ Half-moons scatterplot and decision boundary: │ │ │ │ │ │ │ │ │ +│ │ - - │ │ │ │ │ │ │ +│ │ - - │ +│ │ - - - - │ +│ │ - - │ +│ │ - - │ │ │ │ │l │ │ -│o │ │ -│s │ │ -│s │ │ -│ │ │ -│ │ │ +│o │ - - │ +│s │ - - │ +│s │ - - - - │ +│ │ - - │ +│ │ │ +│ │ - - │ +│ │ - - - - - - │ +│ │ - - │ +│ │ - - - - - - - - │ +│ │ - - - - │ +│ │ │ +│ │ │ +│ │ │ +│ │ - - - - │ +│ │ - - - - - - │ +│ │ - - │ +│ │ - - │ +│ │- - - - │ +│ │ - - - - - - - - │ +│ │ - - - - │ +│ 1.99e+5│ - - - - │ +├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ +│ │0.00 7.90e+1│ +│ │ step │ +└────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘Log-loss, for better visibility: +┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ +│ 1.48e+1│ - - │ │ │ │ │ │ │ │ │ │ +│ │ - - │ +│ │ - - │ +│ │ - - - - │ +│ │ - - - - │ │ │ │ +│ │ - - │ +│ │ - - - - │ +│ │ - - - - │ │ │ │ +│ │ - - │ +│ │ - - - - - - - - │ +│ │ - - - - - - - - │ +│l │ - - - - │ +│o │ │ +│g │ │ │ │ │ -│ │ - │ +│l │ │ +│o │ - - - - │ +│s │ - - - - │ +│s │ - - - - │ │ │ │ +│ │ - - │ │ │ │ │ │ │ +│ │ - - │ +│ │- - │ +│ │ - - │ +│ │ - - - - │ +│ │ - - │ │ │ │ +│ │ - - - - │ │ │ │ │ │ │ +│ │ - - │ │ │ │ -│ │ - - - - │ -│ 0.00 │ - ---- --- --- ---- ---- ---- ---- -- - ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- │ +│ 1.22e+1│ - - │ ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ │ │0.00 7.90e+1│ │ │ step │ -└────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘Log-loss, for better visibility: -┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ -│ 3.63 │- │ -│ │ │ -│ │ │ -│ │ │ -│ │ - │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ - │ -│ │ - │ -│ │ - - - │ -│ │ - - - - │ -│ │ -- - - - - - - - -- - - - - - -- │ -│ │ - - - - - - - -- - - -- - - - - │ -│ │ - - - │ -│l │ - - - -- - │ -│o │ - - │ -│g │ - - - - │ -│ │ - - - │ -│l │ - -- │ -│o │ - - - │ -│s │ - │ -│s │ - │ -│ │ - │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ -1.00e+1│ - - - - - - - │ -├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ -│ │0.00 7.90e+1│ -│ │ step │ -└─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘ +└────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘ Learning rate: -┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ -│ -1.01e-1│ - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│l │ -- │ -│e │ - - │ -│a │ -- │ -│r │ - - │ -│n │ -- │ -│i │ - - │ -│n │ -- │ -│g │ - - │ -│ │ -- │ -│r │ - - │ -│a │ -- │ -│t │ - - │ -│e │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ -2.00e-1│--- │ -├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ -│ │0.00 7.90e+1│ -│ │ step │ -└─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘mlp_result's name: mlp_point +┌──────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ +│ -0.00│ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│l │ │ +│e │ │ +│a │ │ +│r │ │ +│n │ │ +│i │ │ +│n │ │ +│g │ │ +│ │ │ +│r │ │ +│a │ │ +│t │ │ +│e │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ -0.00│---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- │ +├──────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ +│ │0.00 7.90e+1│ +│ │ step │ +└──────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘mlp_result's name: mlp_point (mlp moons_input) name: mlp_moons_input (cd _build/.sandbox/977a873585c8f236543025b8ee7e8fea/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/977a873585c8f236543025b8ee7e8fea/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file 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/977a873585c8f236543025b8ee7e8fea/default/test/moons_demo_parallel.ml.corrected diff --git a/_build/default/test/moons_demo_parallel.ml b/_build/.sandbox/977a873585c8f236543025b8ee7e8fea/default/test/moons_demo_parallel.ml.corrected index ce09725..ce41c86 100644 --- a/_build/default/test/moons_demo_parallel.ml +++ b/_build/.sandbox/977a873585c8f236543025b8ee7e8fea/default/test/moons_demo_parallel.ml.corrected @@ -105,4 +105,24 @@ let%expect_test "Half-moons data parallel" = ] in PrintBox_text.output Stdio.stdout plot_loss); - [%expect "Success"] + [%expect.unreachable] +[@@expect.uncaught_exn {| + (* CR expect_test_collector: This test expectation appears to contain a backtrace. + This is strongly discouraged as backtraces are fragile. + Please change this test to not include a backtrace. *) + (Option.value_exn arrayjit/lib/backends.ml:296:28) + Raised at Base__Error.raise in file "src/error.ml" (inlined), line 9, characters 21-37 + Called from Base__Option.value_exn in file "src/option.ml", line 119, characters 4-21 + Called from Backends.Add_device.link_batch in file "arrayjit/lib/backends.ml", line 296, characters 5-44 + Called from Backends.Raise_backend.link_batch in file "arrayjit/lib/backends.ml", line 489, characters 30-81 + Called from Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", line 273, characters 15-96 + Re-raised at Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", lines 271-273, characters 10-97 + Re-raised at Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", lines 269-274, characters 23-18 + Called from Base__Array0.mapi in file "src/array0.ml", line 142, characters 24-46 + Called from Ocannl__Train.parallel_update in file "lib/train.ml", lines 269-274, characters 4-18 + Re-raised at Ocannl__Train.parallel_update in file "lib/train.ml", lines 266-274, characters 2-18 + Re-raised at Ocannl__Train.parallel_update in file "lib/train.ml", lines 233-320, characters 32-69 + Called from Ocannl__Train.example_train_loop in file "lib/train.ml", lines 418-428, characters 4-39 + Called from Tutorials__Moons_demo_parallel.(fun) in file "test/moons_demo_parallel.ml", lines 58-62, characters 4-8 + Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28 + |}] File "test/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/977a873585c8f236543025b8ee7e8fea/default/test/zero2hero_1of7.ml.corrected diff --git a/_build/default/test/zero2hero_1of7.ml b/_build/.sandbox/977a873585c8f236543025b8ee7e8fea/default/test/zero2hero_1of7.ml.corrected index 61f11e7..02d966c 100644 --- a/_build/default/test/zero2hero_1of7.ml +++ b/_build/.sandbox/977a873585c8f236543025b8ee7e8fea/default/test/zero2hero_1of7.ml.corrected @@ -34,15 +34,15 @@ let%expect_test "Graph drawing recompile" = 6.00e+1 #16 grad_+_f_nd Virt/30 <void> - #13 - Virt/152 │#2 5. Virt/40 + #13 - Virt/40 │#2 5. Virt/40 <void> │<void> #14 grad_- Virt/30 │ <void> │ - #11 *. Virt/152 │ #4 *. Virt/152 │ + #11 *. Virt/40 │ #4 *. Virt/40 │ <void> │ <void> │ #12 grad_*. Virt/30 │ #5 grad_*. Virt/30 │ <void> │ <void> │ - #10 3. Virt/40│#7 **. Virt/152 │#3 4. Virt/40│#0 x │ + #10 3. Virt/40│#7 **. Virt/40 │#3 4. Virt/40│#0 x │ <void> │<void> │<void> │ 5.00 │ │#8 grad_**. Virt/30│ │#1 grad_x Local/30│ │<void> │ │<void> │ @@ -97,7 +97,8 @@ let%expect_test "Graph drawing recompile" = [%expect {| ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │ 1.00e+2│# │ + │ 6.00e+1│ │ + │ │ │ │ │ │ │ │ │ │ │ │ @@ -110,7 +111,6 @@ let%expect_test "Graph drawing recompile" = │ │ │ │ │ │ │ │ │ - │ │ # │ │ │ │ │ │ │ │ │ │ @@ -120,23 +120,23 @@ let%expect_test "Graph drawing recompile" = │x │ │ │) │ │ │ │ │ - │ │ # │ │ │ │ │ │ │ - │ │ #│ │ │ │ │ │ │ │ │ │ │ │ │ - │ │ # │ │ │ │ - │ │ # │ │ │ │ │ │ │ - │ │ # │ - │ │ # │ │ │ │ - │ 4.00 │ # # │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ 6.00e+1│# # # # # # # # # #│ ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ │ │-5.00 4.00│ │ │ x │ @@ -277,15 +277,15 @@ let%expect_test "Simple gradients hosted" = <not-in-yet> #13 grad_*._l Host&stream/41 <not-in-yet> - #8 +_d Host&stream/41 │#10 f Host&shared/39 + #8 +_d Host&stream/41 │#10 f Host&stream/41 <not-in-yet> │<not-in-yet> #9 grad_+_d Host&stream/41 │#11 grad_f Host&stream/41 <not-in-yet> │<not-in-yet> - #4 *._e Host&stream/41 │#6 c Host&shared/39 │ + #4 *._e Host&stream/41 │#6 c Host&stream/41 │ <not-in-yet> │<not-in-yet> │ #5 grad_*._e Host&stream/41 │#7 grad_c Host&stream/41│ <not-in-yet> │<not-in-yet> │ - #0 a Host&shared/39 │#2 b Host&shared/39 │ │ + #0 a Host&stream/41 │#2 b Host&stream/41 │ │ <not-in-yet> │<not-in-yet> │ │ #1 grad_a Host&stream/41│#3 grad_b Host&stream/41│ │ <not-in-yet> │<not-in-yet> │ │ @@ -325,15 +325,15 @@ let%expect_test "Simple gradients hosted" = #13 grad_*._l 1.00 #8 +_d │#10 f - 4.00 │ -2.40 + 4.00 │ -2.00 #9 grad_+_d │#11 grad_f -2.00 │ 4.00 #4 *._e │#6 c │ - -6.00 │ 1.02e+1 │ + -6.00 │ 1.00e+1 │ #5 grad_*._e │#7 grad_c│ -2.00 │ -2.00 │ #0 a │#2 b │ │ - 1.40 │ -2.60 │ │ + 2.00 │ -3.00 │ │ #1 grad_a│#3 grad_b│ │ 6.00 │ -4.00 │ │ |}]; @@ -345,21 +345,21 @@ let%expect_test "Simple gradients hosted" = [%expect {| #12 *._l - -1.57e+1 + -8.00 #13 grad_*._l 1.00 #8 +_d │#10 f - 6.56 │ -2.40 + 4.00 │ -2.00 #9 grad_+_d │#11 grad_f - -2.40 │ 6.56 + -2.00 │ 4.00 #4 *._e │#6 c │ - -3.64 │ 1.02e+1 │ + -6.00 │ 1.00e+1 │ #5 grad_*._e │#7 grad_c│ - -2.40 │ -2.40 │ + -2.00 │ -2.00 │ #0 a │#2 b │ │ - 1.40 │ -2.60 │ │ + 2.00 │ -3.00 │ │ #1 grad_a│#3 grad_b│ │ - 6.24 │ -3.36 │ │ + 6.00 │ -4.00 │ │ |}] let%expect_test "Simple gradients virtual" = @@ -387,15 +387,15 @@ let%expect_test "Simple gradients virtual" = <not-in-yet> #8 +_d unknown │#10 f Host-non-const/24 <not-in-yet> │<not-in-yet> - #9 grad_+_d unknown │#11 grad_f Material/28 + #9 grad_+_d unknown │#11 grad_f Non-virt/26 <not-in-yet> │<not-in-yet> #4 *._e unknown │#6 c Host-non-const/24│ <not-in-yet> │<not-in-yet> │ - #5 grad_*._e unknown │#7 grad_c Material/28 │ + #5 grad_*._e unknown │#7 grad_c Non-virt/26 │ <not-in-yet> │<not-in-yet> │ #0 a Host-non-const/24│#2 b Host-non-const/24│ │ <not-in-yet> │<not-in-yet> │ │ - #1 grad_a Material/28 │#3 grad_b Material/28 │ │ + #1 grad_a Non-virt/26 │#3 grad_b Non-virt/26 │ │ <not-in-yet> │<not-in-yet> │ │ |}]; let grad_routine = Train.to_routine (module Backend) ctx IDX.empty grad in @@ -403,22 +403,22 @@ let%expect_test "Simple gradients virtual" = Tensor.print_tree ~spy:true ~with_grad:true ~depth:9 l; [%expect {| - #12 *._l Host&stream/41 - <not-in-yet> - #13 grad_*._l Virt/40 - <not-in-yet> - #8 +_d Local/46 │#10 f Host&shared/39 - <not-in-yet> │<not-in-yet> - #9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41 - <not-in-yet> │<not-in-yet> - #4 *._e Virt/152 │#6 c Host&shared/39 │ - <not-in-yet> │<not-in-yet> │ - #5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│ - <not-in-yet> │<not-in-yet> │ - #0 a Host&shared/39 │#2 b Host&shared/39 │ │ - <not-in-yet> │<not-in-yet> │ │ - #1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │ - <not-in-yet> │<not-in-yet> │ │ + #12 *._l Host&stream/41 + <not-in-yet> + #13 grad_*._l Virt/40 + <not-in-yet> + #8 +_d Virt/40 │#10 f Host&stream/41 + <not-in-yet> │<not-in-yet> + #9 grad_+_d Virt/40 │#11 grad_f Local/46 + <not-in-yet> │<not-in-yet> + #4 *._e Virt/40 │#6 c Host&stream/41│ + <not-in-yet> │<not-in-yet> │ + #5 grad_*._e Virt/40 │#7 grad_c Local/46 │ + <not-in-yet> │<not-in-yet> │ + #0 a Host&stream/41│#2 b Host&stream/41│ │ + <not-in-yet> │<not-in-yet> │ │ + #1 grad_a Local/46 │#3 grad_b Local/46 │ │ + <not-in-yet> │<not-in-yet> │ │ |}]; (* Do not update the params: all values and gradients will be at initial points, which are specified in the tensor in the brackets. *) @@ -426,22 +426,22 @@ let%expect_test "Simple gradients virtual" = Tensor.print_tree ~with_grad:true ~depth:9 l; [%expect {| - #12 *._l - -8.00 - #13 grad_*._l Virt/40 - <void> - #8 +_d Local/46 │#10 f - <void> │ -2.00 - #9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41 - <void> │<void> - #4 *._e Virt/152 │#6 c │ - <void> │ 1.00e+1 │ - #5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│ - <void> │<void> │ - #0 a │#2 b │ │ - 2.00 │ -3.00 │ │ - #1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │ - <void> │<void> │ │ + #12 *._l + -8.00 + #13 grad_*._l Virt/40 + <void> + #8 +_d Virt/40 │#10 f + <void> │ -2.00 + #9 grad_+_d Virt/40 │#11 grad_f Local/46 + <void> │<void> + #4 *._e Virt/40 │#6 c │ + <void> │ 1.00e+1 │ + #5 grad_*._e Virt/40 │#7 grad_c Local/46│ + <void> │<void> │ + #0 a │#2 b │ │ + 2.00 │ -3.00 │ │ + #1 grad_a Local/46│#3 grad_b Local/46│ │ + <void> │<void> │ │ |}]; (* Only now compile the SGD update. *) let sgd_routine = Train.to_routine (module Backend) grad_routine.context IDX.empty sgd in @@ -452,22 +452,22 @@ let%expect_test "Simple gradients virtual" = Tensor.print_tree ~with_grad:true ~depth:9 l; [%expect {| - #12 *._l - -8.00 - #13 grad_*._l Virt/40 - <void> - #8 +_d Local/46 │#10 f - <void> │ -2.40 - #9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41 - <void> │<void> - #4 *._e Virt/152 │#6 c │ - <void> │ 1.02e+1 │ - #5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│ - <void> │<void> │ - #0 a │#2 b │ │ - 1.40 │ -2.60 │ │ - #1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │ - <void> │<void> │ │ + #12 *._l + -8.00 + #13 grad_*._l Virt/40 + <void> + #8 +_d Virt/40 │#10 f + <void> │ -2.00 + #9 grad_+_d Virt/40 │#11 grad_f Local/46 + <void> │<void> + #4 *._e Virt/40 │#6 c │ + <void> │ 1.00e+1 │ + #5 grad_*._e Virt/40 │#7 grad_c Local/46│ + <void> │<void> │ + #0 a │#2 b │ │ + 2.00 │ -3.00 │ │ + #1 grad_a Local/46│#3 grad_b Local/46│ │ + <void> │<void> │ │ |}]; (* Now the params will remain as above, but both param gradients and the values and gradients of other nodes will change thanks to the forward and backward passes. *) @@ -475,22 +475,22 @@ let%expect_test "Simple gradients virtual" = Tensor.print_tree ~with_grad:true ~depth:9 l; [%expect {| - #12 *._l - -1.57e+1 - #13 grad_*._l Virt/40 - <void> - #8 +_d Local/46 │#10 f - <void> │ -2.40 - #9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41 - <void> │<void> - #4 *._e Virt/152 │#6 c │ - <void> │ 1.02e+1 │ - #5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│ - <void> │<void> │ - #0 a │#2 b │ │ - 1.40 │ -2.60 │ │ - #1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │ - <void> │<void> │ │ + #12 *._l + -8.00 + #13 grad_*._l Virt/40 + <void> + #8 +_d Virt/40 │#10 f + <void> │ -2.00 + #9 grad_+_d Virt/40 │#11 grad_f Local/46 + <void> │<void> + #4 *._e Virt/40 │#6 c │ + <void> │ 1.00e+1 │ + #5 grad_*._e Virt/40 │#7 grad_c Local/46│ + <void> │<void> │ + #0 a │#2 b │ │ + 2.00 │ -3.00 │ │ + #1 grad_a Local/46│#3 grad_b Local/46│ │ + <void> │<void> │ │ |}] let%expect_test "tanh plot" = 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/977a873585c8f236543025b8ee7e8fea/default/test/micrograd_demo.ml.corrected diff --git a/_build/default/test/micrograd_demo.ml b/_build/.sandbox/977a873585c8f236543025b8ee7e8fea/default/test/micrograd_demo.ml.corrected index 59a566d..e1d5a84 100644 --- a/_build/default/test/micrograd_demo.ml +++ b/_build/.sandbox/977a873585c8f236543025b8ee7e8fea/default/test/micrograd_demo.ml.corrected @@ -184,46 +184,46 @@ let%expect_test "Micrograd half-moons example" = {| Half-moons scatterplot and decision boundary: ┌────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │****************************#***********************************************************************│ - │****************************###***###***#***********************************************************│ - │***************************#********#***#***********************************************************│ - │********************#*********************##*#*#****************************************************│ - │******************#***#*****##*#*#*#****#*#*#*##****************************************************│ - │**************#*#**###**#*##**##********#**#****###**#**********************************************│ - │***********#***##***#**##*****************#*#*##*###**********************************************..│ - │***************#**###******************************##*#******************************************...│ - │*************#*****#******************************#*#***#*#*************************************....│ - │*********#***#******************......************##*###**#************************************.....│ - │******#***#*#*#****************........******************#*#*********************************.......│ - │*****###****#****************...........****************#***********************************........│ - │*******#*###****************.............******************#*#*****************************.........│ - │**********##***************.......%%......***************#**##****************************..........│ - │*****#***#****************......%..%%......*********************************************..........%.│ - │**####*******************......%..%..........****************##*#**********************........%...%│ - │****#*******************.......%%..%..........***************#*#**********************.........%....│ - │*#****##***************.........%....%.........************##***#********************.......%...%%..│ - │****#*#***************.........%..%.%...........*************#**#*******************..........%.%...│ - │##*##****************............%...............**************#*##****************.........%.%.%%%.│ - │**#####************............%...%%.............*******************************...........%..%.%..│ - │******************...............%.%.%%............*********#*#*#*#*************................%%..│ - │***##************................%..%..%............************#*#************.............%...%...│ - │##**#***********...................%...%.............********#**###***********...........%.%%.......│ - │###************..................%.%.%................***********##**********..................%....│ - │**##**********.........................................**********#*********.............%%.%..%.....│ - │**#**********......................%%...................********##********..............%%.%........│ - │************..........................%..................****#**#********...................%.......│ - │***********.........................%%.%..................*****##******...............%..%..........│ - │**********.............................%%..................***********.................%%.%%........│ - │*********..............................%...%................*******.....................%%%.........│ - │********...................................%..%....................................%.....%..........│ - │*******.................................%%..%.%................................%.%.%.%%.............│ - │******.....................................%%.%...%%.%.......................%%%....%.%.%...........│ - │*****....................................%.....%.%..%....................%.....%%.%.%...............│ - │****........................................%%...%.%%%%..%.......%.........%%.%%....................│ - │***...............................................%..%.......%..%%%%...%.%..%.%.....................│ - │**.................................................%.%.%............%..%...%........................│ - │*.................................................%....%.%......%%...%.%............................│ - │..........................................................%..%......%%%.............................│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ └────────────────────────────────────────────────────────────────────────────────────────────────────┘ |}]; Stdio.printf "Loss:\n%!"; @@ -236,106 +236,106 @@ let%expect_test "Micrograd half-moons example" = {| Loss: ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │ 3.79e+1│- │ + │ 5.79e+6│ - - - - - - - - - - │ + │ │ - - - - - - - - - - │ │ │ │ │ │ │ │ │ │ │ │ │ + │ │ - - - - - - - - - -│ │ │ │ + │ │ - - - - - - - - - - - - - - - - - - - -│ + │ │ - - - - - - - - - - - - - - - - - - - - │ │ │ │ │ │ │ │ │ │ │ │ │ + │ │ - - - - - - - - - - - - - - - - - - - -│ + │ │- - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - -│ + │l │ - - - - - - - - - - - - - - - - - - - - │ + │o │ - - - - - - - - - - │ + │s │ - - - - - - - - - - - - - - - - - - - - │ + │s │ - - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - - │ │ │ │ + │ │- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - - │ + │ │- - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - - │ │ │ │ + │ │ - - - - - - - - - - │ + │ │ - - - - - - - - - - │ + │ │ - - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - │ │ │ │ + │ │- - - - - - - - - - │ │ │ │ │ │ │ │ │ │ - │ │ │ - │ │ │ - │l │ │ - │o │ │ - │s │ │ + │ 1.69e+6│ - - - - - - - - - - │ + ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ + │ │0.00 3.99e+2│ + │ │ step │ + └────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘ + |}]; + Stdio.printf "Log-loss, for better visibility:\n%!"; + let plot_loss = + PrintBox_utils.plot ~x_label:"step" ~y_label:"log loss" + [ Line_plot { points = Array.of_list_rev !log_losses; content = PrintBox.line "-" } ] + in + PrintBox_text.output Stdio.stdout plot_loss; + [%expect + {| + Log-loss, for better visibility: + ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ + │ 1.55e+1│ - - - - - - - - - - │ + │ │ - - - - - - - - - - │ + │ │ │ + │ │ │ + │ │ - - - - - - - - - -│ + │ │ - - - - - - - - - - - - - - - - - - - -│ + │ │ - - - - - - - - - - - - - - - - - - - - │ + │ │ │ + │ │ │ + │ │ - - - - - - - - - - - - - - - - - - - -│ + │ │- - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - -│ + │ │ - - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - - │ + │l │ - - - - - - - - - - │ + │o │ - - - - - - - - - - │ + │g │- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - - │ + │l │- - - - - - - - - - │ + │o │ - - - - - - - - - - │ + │s │ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - │ │s │ │ │ │ │ + │ │ - - - - - - - - - - │ │ │ │ + │ │ - - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - - │ │ │ │ │ │ │ + │ │- - - - - - - - - - │ │ │ │ │ │ │ │ │ │ │ │ │ - │ │- │ - │ │ │ - │ │ │ - │ │ │ │ │ │ │ │ │ - │ │ │ - │ │ │ - │ │- - - │ - │ 0.00 │----------------------------------------------------------------------------------------------------│ + │ 1.43e+1│ - - - - - - - - - - │ ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ │ │0.00 3.99e+2│ │ │ step │ └────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘ |}]; - Stdio.printf "Log-loss, for better visibility:\n%!"; - let plot_loss = - PrintBox_utils.plot ~x_label:"step" ~y_label:"log loss" - [ Line_plot { points = Array.of_list_rev !log_losses; content = PrintBox.line "-" } ] - in - PrintBox_text.output Stdio.stdout plot_loss; - [%expect - {| - Log-loss, for better visibility: - ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │ 3.63 │- │ - │ │ │ - │ │ │ - │ │ │ - │ │- │ - │ │ │ - │ │ │ - │ │ │ - │ │ │ - │ │- │ - │ │ - - │ - │ │ - - - │ - │ │------ - │ - │ │ ---- - - --- - - - - - │ - │ │ -- - - - --- -- - -- - │ - │ │ - -- - - --- - - --- ----- - -- │ - │l │ -- - - - - --- - - - │ - │o │ - - - -- - -- - - - - - │ - │g │ - - - - -- - - - - - - - │ - │ │ - - - -- - - - -- - - - │ - │l │ - - -- -- - - - - -│ - │o │ - - - - - - - - - - - │ - │s │ - - - - -- - │ - │s │ - - │ - │ │ - - - - - - - - - │ - │ │ - - - - - │ - │ │ - - │ - │ │ - - - │ - │ │ - - │ - │ │ │ - │ │ - │ - │ │ - │ - │ │ │ - │ │ │ - │ │ │ - │ │ │ - │ │ - │ - │ │ │ - │ │ │ - │ -1.00e+1│ - - - - ----- -- --------------- ---------------------------------------------------------│ - ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ - │ │0.00 3.99e+2│ - │ │ step │ - └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; Stdio.printf "\nLearning rate:\n%!"; let plot_lr = PrintBox_utils.plot ~x_label:"step" ~y_label:"learning rate" @@ -345,51 +345,51 @@ let%expect_test "Micrograd half-moons example" = [%expect {| Learning rate: - ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │ -1.00e-1│ -│ - │ │ ---│ - │ │ ---- │ - │ │ --- │ - │ │ ---- │ - │ │ --- │ - │ │ --- │ - │ │ --- │ - │ │ --- │ - │ │ ---- │ - │ │ --- │ - │ │ ---- │ - │ │ --- │ - │l │ ---- │ - │e │ --- │ - │a │ --- │ - │r │ --- │ - │n │ --- │ - │i │ ---- │ - │n │ --- │ - │g │ ---- │ - │ │ --- │ - │r │ ---- │ - │a │ --- │ - │t │ --- │ - │e │ --- │ - │ │ --- │ - │ │ ---- │ - │ │ --- │ - │ │ ---- │ - │ │ --- │ - │ │ ---- │ - │ │ --- │ - │ │ --- │ - │ │ --- │ - │ │ --- │ - │ │ ---- │ - │ │ --- │ - │ │ ---- │ - │ -2.00e-1│--- │ - ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ - │ │0.00 3.99e+2│ - │ │ step │ - └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘ + ┌──────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ + │ -0.00│ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │l │ │ + │e │ │ + │a │ │ + │r │ │ + │n │ │ + │i │ │ + │n │ │ + │g │ │ + │ │ │ + │r │ │ + │a │ │ + │t │ │ + │e │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ -0.00│----------------------------------------------------------------------------------------------------│ + ├──────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ + │ │0.00 3.99e+2│ + │ │ step │ + └──────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘ |}]; (* Testing how the syntax extension %op creates labels for the resulting tensors: *) File "test/hello_world_op.ml", line 1, characters 0-0: /usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/hello_world_op.ml _build/.sandbox/977a873585c8f236543025b8ee7e8fea/default/test/hello_world_op.ml.corrected diff --git a/_build/default/test/hello_world_op.ml b/_build/.sandbox/977a873585c8f236543025b8ee7e8fea/default/test/hello_world_op.ml.corrected index 9209a3a..020c758 100644 --- a/_build/default/test/hello_world_op.ml +++ b/_build/.sandbox/977a873585c8f236543025b8ee7e8fea/default/test/hello_world_op.ml.corrected @@ -105,49 +105,15 @@ let%expect_test "Print constant tensor" = let%op hey = [ (1, 2, 3); (4, 5, 6) ] in Train.forward_and_forget backend ctx hey; Tensor.print ~with_code:false ~with_grad:false `Inline @@ hey; - [%expect - {| - [0]: [ 1.00 , 2.00 , 3.00 ; 4.00 , 5.00 , 6.00 ]_hey shape 1:3->0:2 [ - 1.00 , 2.00 , 3.00 - ; 4.00 , 5.00 , 6.00 - ] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ hey; - [%expect - {| - ┌────────────────────────────────────────────────────────────────────────┐ - │[0]: [ 1.00 , 2.00 , 3.00 ; 4.00 , 5.00 , 6.00 ]_hey shape 1:3->0:2 │ - │┌──────┬──────────────────┐ │ - ││ │axis 1 │ │ - │├──────┼──────────────────┤ │ - ││axis 0│ 1.00 2.00 3.00 │ │ - ││ │ 4.00 5.00 6.00 │ │ - │└──────┴──────────────────┘ │ - └────────────────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; let%op hoo = [| [ 1; 2; 3 ]; [ 4; 5; 6 ] |] in Train.forward_and_forget backend ctx hoo; Tensor.print ~with_code:false ~with_grad:false `Inline @@ hoo; - [%expect - {| - [1]: [| [ 1.00 ; 2.00 ; 3.00 ] ; [ 4.00 ; 5.00 ; 6.00 ] |]_hoo shape 0:2|1:3 [| - [ 1.00 ; 2.00 ; 3.00 ] - ; [ 4.00 ; 5.00 ; 6.00 ] - |] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ hoo; - [%expect - {| - ┌─────────────────────────────────────────────────────────────────────────────┐ - │[1]: [| [ 1.00 ; 2.00 ; 3.00 ] ; [ 4.00 ; 5.00 ; 6.00 ] |]_hoo shape 0:2|1:3 │ - │┌──────┬──────────────────┐ │ - ││ │axis 1 │ │ - │├──────┼──────────────────┤ │ - ││axis 0│ 1.00 2.00 3.00 │ │ - ││ │ 4.00 5.00 6.00 │ │ - │└──────┴──────────────────┘ │ - └─────────────────────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; let%op hey2 = [ ((1, 2, 3), (4, 5, 6)); @@ -158,31 +124,9 @@ let%expect_test "Print constant tensor" = in Train.forward_and_forget backend ctx hey2; Tensor.print ~with_code:false ~with_grad:false `Inline @@ hey2; - [%expect - {| - [2]: c4x2x3_hey2 shape 1:2,2:3->0:4 [ - ( 1.00 , 2.00 , 3.00 ) , ( 4.00 , 5.00 , 6.00 ) - ; ( 7.00 , 8.00 , 9.00 ) , ( 10.00 , 11.00 , 12.00 ) - ; ( 13.00 , 14.00 , 15.00 ) , ( 16.00 , 17.00 , 18.00 ) - ; ( 19.00 , 20.00 , 21.00 ) , ( 22.00 , 23.00 , 24.00 ) - ] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ hey2; - [%expect - {| - ┌────────────────────────────────────────────────────────────────┐ - │[2]: c4x2x3_hey2 shape 1:2,2:3->0:4 │ - │┌──────┬───────────────────────────┬───────────────────────────┐│ - ││ │0 @ 1 │1 @ 1 ││ - ││ │axis 2 │axis 2 ││ - │├──────┼───────────────────────────┼───────────────────────────┤│ - ││axis 0│ 1.00 2.00 3.00 │ 4.00 5.00 6.00 ││ - ││ │ 7.00 8.00 9.00 │ 1.00e+1 1.10e+1 1.20e+1 ││ - ││ │ 1.30e+1 1.40e+1 1.50e+1 │ 1.60e+1 1.70e+1 1.80e+1 ││ - ││ │ 1.90e+1 2.00e+1 2.10e+1 │ 2.20e+1 2.30e+1 2.40e+1 ││ - │└──────┴───────────────────────────┴───────────────────────────┘│ - └────────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; let%op hoo2 = [| [ [ 1; 2; 3 ]; [ 4; 5; 6 ] ]; @@ -193,29 +137,9 @@ let%expect_test "Print constant tensor" = in Train.forward_and_forget backend ctx hoo2; Tensor.print ~with_code:false ~with_grad:false `Inline @@ hoo2; - [%expect - {| - [3]: c4x2x3_hoo2 shape 0:4|1:2,2:3 [| - [ [ 1.00 ; 2.00 ; 3.00 ] ; [ 4.00 ; 5.00 ; 6.00 ] ] - ; [ [ 7.00 ; 8.00 ; 9.00 ] ; [ 10.00 ; 11.00 ; 12.00 ] ] - ; [ [ 13.00 ; 14.00 ; 15.00 ] ; [ 16.00 ; 17.00 ; 18.00 ] ] - ; [ [ 19.00 ; 20.00 ; 21.00 ] ; [ 22.00 ; 23.00 ; 24.00 ] ] - |] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ hoo2; - [%expect - {| - ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │[3]: c4x2x3_hoo2 shape 0:4|1:2,2:3 │ - │┌──────┬──────────────────┬───────────────────────────┬───────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 │2 @ 0 │3 @ 0 ││ - ││ │axis 2 │axis 2 │axis 2 │axis 2 ││ - │├──────┼──────────────────┼───────────────────────────┼───────────────────────────┼───────────────────────────┤│ - ││axis 1│ 1.00 2.00 3.00 │ 7.00 8.00 9.00 │ 1.30e+1 1.40e+1 1.50e+1 │ 1.90e+1 2.00e+1 2.10e+1 ││ - ││ │ 4.00 5.00 6.00 │ 1.00e+1 1.10e+1 1.20e+1 │ 1.60e+1 1.70e+1 1.80e+1 │ 2.20e+1 2.30e+1 2.40e+1 ││ - │└──────┴──────────────────┴───────────────────────────┴───────────────────────────┴───────────────────────────┘│ - └───────────────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; let%op heyhoo = [| [| [ 1; 2; 3 ]; [ 4; 5; 6 ] |]; @@ -226,29 +150,9 @@ let%expect_test "Print constant tensor" = in Train.forward_and_forget backend ctx heyhoo; Tensor.print ~with_code:false ~with_grad:false `Inline @@ heyhoo; - [%expect - {| - [4]: c4x2x3_heyhoo shape 0:4,1:2|2:3 [| - [| [ 1.00 ; 2.00 ; 3.00 ] ; [ 4.00 ; 5.00 ; 6.00 ] |] - ; [| [ 7.00 ; 8.00 ; 9.00 ] ; [ 10.00 ; 11.00 ; 12.00 ] |] - ; [| [ 13.00 ; 14.00 ; 15.00 ] ; [ 16.00 ; 17.00 ; 18.00 ] |] - ; [| [ 19.00 ; 20.00 ; 21.00 ] ; [ 22.00 ; 23.00 ; 24.00 ] |] - |] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ heyhoo; - [%expect - {| - ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │[4]: c4x2x3_heyhoo shape 0:4,1:2|2:3 │ - │┌──────┬──────────────────┬───────────────────────────┬───────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 │2 @ 0 │3 @ 0 ││ - ││ │axis 2 │axis 2 │axis 2 │axis 2 ││ - │├──────┼──────────────────┼───────────────────────────┼───────────────────────────┼───────────────────────────┤│ - ││axis 1│ 1.00 2.00 3.00 │ 7.00 8.00 9.00 │ 1.30e+1 1.40e+1 1.50e+1 │ 1.90e+1 2.00e+1 2.10e+1 ││ - ││ │ 4.00 5.00 6.00 │ 1.00e+1 1.10e+1 1.20e+1 │ 1.60e+1 1.70e+1 1.80e+1 │ 2.20e+1 2.30e+1 2.40e+1 ││ - │└──────┴──────────────────┴───────────────────────────┴───────────────────────────┴───────────────────────────┘│ - └───────────────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; let%op heyhoo2 = [| [| [ [ 1; 31 ]; [ 2; 32 ]; [ 3; 33 ] ]; [ [ 4; 34 ]; [ 5; 35 ]; [ 6; 36 ] ] |]; @@ -259,54 +163,9 @@ let%expect_test "Print constant tensor" = in Train.forward_and_forget backend ctx heyhoo2; Tensor.print ~with_code:false ~with_grad:false `Inline @@ heyhoo2; - [%expect - {| - [5]: c4x2x3x2_heyhoo2 shape 0:4,1:2|2:3,3:2 [| - [| - [ [ 1.00 ; 31.00 ] ; [ 2.00 ; 32.00 ] ; [ 3.00 ; 33.00 ] ] - ; [ [ 4.00 ; 34.00 ] ; [ 5.00 ; 35.00 ] ; [ 6.00 ; 36.00 ] ] - |] - ; [| - [ [ 7.00 ; 37.00 ] ; [ 8.00 ; 38.00 ] ; [ 9.00 ; 39.00 ] ] - ; [ [ 10.00 ; 40.00 ] ; [ 11.00 ; 41.00 ] ; [ 12.00 ; 42.00 ] ] - |] - ; [| - [ [ 13.00 ; 43.00 ] ; [ 14.00 ; 44.00 ] ; [ 15.00 ; 45.00 ] ] - ; [ [ 16.00 ; 46.00 ] ; [ 17.00 ; 47.00 ] ; [ 18.00 ; 48.00 ] ] - |] - ; [| - [ [ 19.00 ; 49.00 ] ; [ 20.00 ; 50.00 ] ; [ 21.00 ; 51.00 ] ] - ; [ [ 22.00 ; 52.00 ] ; [ 23.00 ; 53.00 ] ; [ 24.00 ; 54.00 ] ] - |] - |] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ heyhoo2; - [%expect - {| - ┌──────────────────────────────────────────────┐ - │[5]: c4x2x3x2_heyhoo2 shape 0:4,1:2|2:3,3:2 │ - │┌──────┬──────────────────┬──────────────────┐│ - ││ │0 @ 1 │1 @ 1 ││ - ││ │axis 3 │axis 3 ││ - │├──────┼──────────────────┼──────────────────┤│ - ││0 @ 0 │ 1.00 3.10e+1 │ 4.00 3.40e+1 ││ - ││axis 2│ 2.00 3.20e+1 │ 5.00 3.50e+1 ││ - ││ │ 3.00 3.30e+1 │ 6.00 3.60e+1 ││ - │├──────┼──────────────────┼──────────────────┤│ - ││1 @ 0 │ 7.00 3.70e+1 │ 1.00e+1 4.00e+1 ││ - ││axis 2│ 8.00 3.80e+1 │ 1.10e+1 4.10e+1 ││ - ││ │ 9.00 3.90e+1 │ 1.20e+1 4.20e+1 ││ - │├──────┼──────────────────┼──────────────────┤│ - ││2 @ 0 │ 1.30e+1 4.30e+1 │ 1.60e+1 4.60e+1 ││ - ││axis 2│ 1.40e+1 4.40e+1 │ 1.70e+1 4.70e+1 ││ - ││ │ 1.50e+1 4.50e+1 │ 1.80e+1 4.80e+1 ││ - │├──────┼──────────────────┼──────────────────┤│ - ││3 @ 0 │ 1.90e+1 4.90e+1 │ 2.20e+1 5.20e+1 ││ - ││axis 2│ 2.00e+1 5.00e+1 │ 2.30e+1 5.30e+1 ││ - ││ │ 2.10e+1 5.10e+1 │ 2.40e+1 5.40e+1 ││ - │└──────┴──────────────────┴──────────────────┘│ - └──────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; let%op heyhoo3 = [| [| @@ -321,63 +180,9 @@ let%expect_test "Print constant tensor" = in Train.forward_and_forget backend ctx heyhoo3; Tensor.print ~with_code:false ~with_grad:false `Inline @@ heyhoo3; - [%expect - {| - [6]: c2x2x2x3x2_heyhoo3 shape 0:2,1:2|2:2,3:3,4:2 [| - [| - [ - [ [ 1.00 ; 31.00 ] ; [ 2.00 ; 32.00 ] ; [ 3.00 ; 33.00 ] ] - ; [ [ 4.00 ; 34.00 ] ; [ 5.00 ; 35.00 ] ; [ 6.00 ; 36.00 ] ] - ] - ; [ - [ [ 7.00 ; 37.00 ] ; [ 8.00 ; 38.00 ] ; [ 9.00 ; 39.00 ] ] - ; [ [ 10.00 ; 40.00 ] ; [ 11.00 ; 41.00 ] ; [ 12.00 ; 42.00 ] ] - ] - |] - ; [| - [ - [ [ 13.00 ; 43.00 ] ; [ 14.00 ; 44.00 ] ; [ 15.00 ; 45.00 ] ] - ; [ [ 16.00 ; 46.00 ] ; [ 17.00 ; 47.00 ] ; [ 18.00 ; 48.00 ] ] - ] - ; [ - [ [ 19.00 ; 49.00 ] ; [ 20.00 ; 50.00 ] ; [ 21.00 ; 51.00 ] ] - ; [ [ 22.00 ; 52.00 ] ; [ 23.00 ; 53.00 ] ; [ 24.00 ; 54.00 ] ] - ] - |] - |] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ heyhoo3; - [%expect - {| - ┌──────────────────────────────────────────────────┐ - │[6]: c2x2x2x3x2_heyhoo3 shape 0:2,1:2|2:2,3:3,4:2 │ - │┌──────┬───────────────┬──────────────────┐ │ - ││0 @ 0 │0 @ 2 │1 @ 2 │ │ - ││ │axis 4 │axis 4 │ │ - │├──────┼───────────────┼──────────────────┤ │ - ││0 @ 1 │ 1.00 3.10e+1 │ 4.00 3.40e+1 │ │ - ││axis 3│ 2.00 3.20e+1 │ 5.00 3.50e+1 │ │ - ││ │ 3.00 3.30e+1 │ 6.00 3.60e+1 │ │ - │├──────┼───────────────┼──────────────────┤ │ - ││1 @ 1 │ 7.00 3.70e+1 │ 1.00e+1 4.00e+1 │ │ - ││axis 3│ 8.00 3.80e+1 │ 1.10e+1 4.10e+1 │ │ - ││ │ 9.00 3.90e+1 │ 1.20e+1 4.20e+1 │ │ - │└──────┴───────────────┴──────────────────┘ │ - ├──────────────────────────────────────────────────┤ - │┌──────┬──────────────────┬──────────────────┐ │ - ││1 @ 0 │0 @ 2 │1 @ 2 │ │ - ││ │axis 4 │axis 4 │ │ - │├──────┼──────────────────┼──────────────────┤ │ - ││0 @ 1 │ 1.30e+1 4.30e+1 │ 1.60e+1 4.60e+1 │ │ - ││axis 3│ 1.40e+1 4.40e+1 │ 1.70e+1 4.70e+1 │ │ - ││ │ 1.50e+1 4.50e+1 │ 1.80e+1 4.80e+1 │ │ - │├──────┼──────────────────┼──────────────────┤ │ - ││1 @ 1 │ 1.90e+1 4.90e+1 │ 2.20e+1 5.20e+1 │ │ - ││axis 3│ 2.00e+1 5.00e+1 │ 2.30e+1 5.30e+1 │ │ - ││ │ 2.10e+1 5.10e+1 │ 2.40e+1 5.40e+1 │ │ - │└──────┴──────────────────┴──────────────────┘ │ - └──────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; let%op heyhoo4 = [| [ @@ -392,63 +197,22 @@ let%expect_test "Print constant tensor" = in Train.forward_and_forget backend ctx heyhoo4; Tensor.print ~with_code:false ~with_grad:false `Inline @@ heyhoo4; - [%expect - {| - [7]: c2x2x2x3x2_heyhoo4 shape 0:2|4:2->1:2,2:2,3:3 [| - [ - [ - [ 1.00 , 31.00 ; 2.00 , 32.00 ; 3.00 , 33.00 ] - ; [ 4.00 , 34.00 ; 5.00 , 35.00 ; 6.00 , 36.00 ] - ] - ; [ - [ 7.00 , 37.00 ; 8.00 , 38.00 ; 9.00 , 39.00 ] - ; [ 10.00 , 40.00 ; 11.00 , 41.00 ; 12.00 , 42.00 ] - ] - ] - ; [ - [ - [ 13.00 , 43.00 ; 14.00 , 44.00 ; 15.00 , 45.00 ] - ; [ 16.00 , 46.00 ; 17.00 , 47.00 ; 18.00 , 48.00 ] - ] - ; [ - [ 19.00 , 49.00 ; 20.00 , 50.00 ; 21.00 , 51.00 ] - ; [ 22.00 , 52.00 ; 23.00 , 53.00 ; 24.00 , 54.00 ] - ] - ] - |] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ heyhoo4; - [%expect - {| - ┌───────────────────────────────────────────────────┐ - │[7]: c2x2x2x3x2_heyhoo4 shape 0:2|4:2->1:2,2:2,3:3 │ - │┌──────┬───────────────┬──────────────────┐ │ - ││0 @ 0 │0 @ 2 │1 @ 2 │ │ - ││ │axis 4 │axis 4 │ │ - │├──────┼───────────────┼──────────────────┤ │ - ││0 @ 1 │ 1.00 3.10e+1 │ 4.00 3.40e+1 │ │ - ││axis 3│ 2.00 3.20e+1 │ 5.00 3.50e+1 │ │ - ││ │ 3.00 3.30e+1 │ 6.00 3.60e+1 │ │ - │├──────┼───────────────┼──────────────────┤ │ - ││1 @ 1 │ 7.00 3.70e+1 │ 1.00e+1 4.00e+1 │ │ - ││axis 3│ 8.00 3.80e+1 │ 1.10e+1 4.10e+1 │ │ - ││ │ 9.00 3.90e+1 │ 1.20e+1 4.20e+1 │ │ - │└──────┴───────────────┴──────────────────┘ │ - ├───────────────────────────────────────────────────┤ - │┌──────┬──────────────────┬──────────────────┐ │ - ││1 @ 0 │0 @ 2 │1 @ 2 │ │ - ││ │axis 4 │axis 4 │ │ - │├──────┼──────────────────┼──────────────────┤ │ - ││0 @ 1 │ 1.30e+1 4.30e+1 │ 1.60e+1 4.60e+1 │ │ - ││axis 3│ 1.40e+1 4.40e+1 │ 1.70e+1 4.70e+1 │ │ - ││ │ 1.50e+1 4.50e+1 │ 1.80e+1 4.80e+1 │ │ - │├──────┼──────────────────┼──────────────────┤ │ - ││1 @ 1 │ 1.90e+1 4.90e+1 │ 2.20e+1 5.20e+1 │ │ - ││axis 3│ 2.00e+1 5.00e+1 │ 2.30e+1 5.30e+1 │ │ - ││ │ 2.10e+1 5.10e+1 │ 2.40e+1 5.40e+1 │ │ - │└──────┴──────────────────┴──────────────────┘ │ - └───────────────────────────────────────────────────┘ - |}] + [%expect.unreachable] +[@@expect.uncaught_exn {| + (* CR expect_test_collector: This test expectation appears to contain a backtrace. + This is strongly discouraged as backtraces are fragile. + Please change this test to not include a backtrace. *) + "Assert_failure arrayjit/lib/backends.ml:76:12" + Raised at Backends.Add_buffer_retrieval_and_syncing.update_writer_event.(fun) in file "arrayjit/lib/backends.ml", line 76, characters 12-35 + Called from Base__Option.iter in file "src/option.ml" (inlined), line 83, characters 14-17 + Called from Ir__Tnode.do_read in file "arrayjit/lib/tnode.ml", lines 600-604, characters 2-19 + Called from Ocannl__Tensor.to_doc in file "lib/tensor.ml", line 666, characters 10-28 + Called from Ocannl__Tensor.print in file "lib/tensor.ml", line 757, characters 4-63 + Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 107, characters 2-63 + Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28 + |}] let%expect_test "Matrix multiplication dims 2x3" = Tensor.unsafe_reinitialize (); @@ -468,31 +232,38 @@ let%expect_test "Matrix multiplication dims 2x3" = let%op y = ("hey" 7.0 * [ 2; 3 ]) + [ 4; 5; 6 ] in Train.forward_and_forget backend ctx y; Tensor.print ~with_code:false ~with_grad:false `Default @@ hey; - [%expect - {| - ┌────────────────────────┐ - │[0]: hey shape 1:2->0:3 │ - │┌──────┬────────────┐ │ - ││ │axis 1 │ │ - │├──────┼────────────┤ │ - ││axis 0│ 7.00 7.00 │ │ - ││ │ 7.00 7.00 │ │ - ││ │ 7.00 7.00 │ │ - │└──────┴────────────┘ │ - └────────────────────────┘ - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ y; - [%expect - {| - ┌──────────────────────────────┐ - │[6]: +_y shape 0:3 │ - │┌┬───────────────────────────┐│ - │││axis 0 ││ - │├┼───────────────────────────┤│ - │││ 3.90e+1 4.00e+1 4.10e+1 ││ - │└┴───────────────────────────┘│ - └──────────────────────────────┘ - |}] + [%expect.unreachable] +[@@expect.uncaught_exn {| + (* CR expect_test_collector: This test expectation appears to contain a backtrace. + This is strongly discouraged as backtraces are fragile. + Please change this test to not include a backtrace. *) + (Invalid_argument "index out of bounds") + Raised by primitive operation at Ir__Assignments.to_low_level.loop.(fun) in file "arrayjit/lib/assignments.ml", line 249, characters 39-54 + Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1206-1208, characters 12-40 + Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1206-1208, characters 12-40 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 228, characters 17-24 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 225, characters 66-72 + Called from Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", line 251, characters 2-11 + Re-raised at Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", lines 130-251, characters 29-11 + Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 414, characters 26-43 + Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 414, characters 2-43 + Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85 + Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 193-194, characters 4-45 + Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 185-194, characters 34-47 + Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 378, characters 6-59 + Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59 + Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99 + Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 500, characters 25-95 + Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 491-504, characters 32-17 + Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 508, characters 12-75 + Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 469, characters 2-40 + Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28 + |}] let%expect_test "Big matrix" = Tensor.unsafe_reinitialize (); @@ -514,72 +285,41 @@ let%expect_test "Big matrix" = let y = TDSL.O.((hey * zero_to_twenty) + zero_to_twenty) in Train.forward_and_forget backend ctx y; Tensor.print ~with_code:false ~with_grad:false `Inline zero_to_twenty; - [%expect - {| - [2]: 0...20 shape 0:21 [ - 0.00 - ; 1.00 - ; 2.00 - ; 3.00 - ; 4.00 - ; 5.00 - ; 6.00 - ; 7.00 - ; 8.00 - ; 9.00 - ; 10.00 - ; 11.00 - ; 12.00 - ; 13.00 - ; 14.00 - ; 15.00 - ; 16.00 - ; 17.00 - ; 18.00 - ; 19.00 - ; 20.00 - ] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default zero_to_twenty; - [%expect - {| - ┌──────────────────────────────────────┐ - │[2]: 0...20 shape 0:21 │ - │┌┬───────────────────────────────────┐│ - │││axis 0 ││ - │├┼───────────────────────────────────┤│ - │││ 0.00 1.00 ... 1.90e+1 2.00e+1 ││ - │└┴───────────────────────────────────┘│ - └──────────────────────────────────────┘ - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default hey; - [%expect - {| - ┌──────────────────────────────────────────────────┐ - │[0]: hey shape 1:21->0:21 │ - │┌──────┬─────────────────────────────────────────┐│ - ││ │axis 1 ││ - │├──────┼─────────────────────────────────────────┤│ - ││axis 0│ 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ││ - ││ │ 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ││ - ││ │ ... ... ... ... ... ││ - ││ │ 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ││ - ││ │ 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ││ - │└──────┴─────────────────────────────────────────┘│ - └──────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default y; - [%expect - {| - ┌────────────────────────────────────────────┐ - │[5]: + shape 0:21 │ - │┌┬─────────────────────────────────────────┐│ - │││axis 0 ││ - │├┼─────────────────────────────────────────┤│ - │││ 1.05e+2 1.06e+2 ... 1.24e+2 1.25e+2 ││ - │└┴─────────────────────────────────────────┘│ - └────────────────────────────────────────────┘ - |}] + [%expect.unreachable] +[@@expect.uncaught_exn {| + (* CR expect_test_collector: This test expectation appears to contain a backtrace. + This is strongly discouraged as backtraces are fragile. + Please change this test to not include a backtrace. *) + (Invalid_argument "index out of bounds") + Raised by primitive operation at Ir__Assignments.to_low_level.loop.(fun) in file "arrayjit/lib/assignments.ml", line 249, characters 39-54 + Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1206-1208, characters 12-40 + Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1206-1208, characters 12-40 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 225, characters 66-72 + Called from Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", line 251, characters 2-11 + Re-raised at Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", lines 130-251, characters 29-11 + Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 414, characters 26-43 + Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 414, characters 2-43 + Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85 + Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 193-194, characters 4-45 + Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 185-194, characters 34-47 + Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 378, characters 6-59 + Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59 + Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99 + Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 500, characters 25-95 + Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 491-504, characters 32-17 + Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 508, characters 12-75 + Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 515, characters 2-40 + Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28 + |}] let%expect_test "Very big tensor" = Tensor.unsafe_reinitialize (); @@ -602,140 +342,7 @@ let%expect_test "Very big tensor" = Train.forward_and_forget backend ctx hoo; Tensor.print ~with_code:false ~with_grad:false `Default hey; [%expect - {| - ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │[0]: r6x10x11x7x8x9 shape 0:6|3:7,4:8,5:9->1:10,2:11 │ - │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│ - ││0 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││ - ││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││0 @ 1 │ 0.00 1.00 ... 7.00 8.00 │ 9.00 1.00e+1 ... 1.60e+1 1.70e+1 │ ... │ 5.40e+1 5.50e+1 ... 6.10e+1 6.20e+1 │ 6.30e+1 6.40e+1 ... 7.00e+1 7.10e+1 ││ - ││axis 2│ 5.04e+2 5.05e+2 ... 5.11e+2 5.12e+2 │ 5.13e+2 5.14e+2 ... 5.20e+2 5.21e+2 │ │ 5.58e+2 5.59e+2 ... 5.65e+2 5.66e+2 │ 5.67e+2 5.68e+2 ... 5.74e+2 5.75e+2 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 4.53e+3 4.53e+3 ... 4.54e+3 4.54e+3 │ 4.54e+3 4.54e+3 ... 4.55e+3 4.55e+3 │ │ 4.59e+3 4.59e+3 ... 4.59e+3 4.59e+3 │ 4.59e+3 4.60e+3 ... 4.60e+3 4.60e+3 ││ - ││ │ 5.04e+3 5.04e+3 ... 5.04e+3 5.04e+3 │ 5.04e+3 5.05e+3 ... 5.05e+3 5.05e+3 │ │ 5.09e+3 5.09e+3 ... 5.10e+3 5.10e+3 │ 5.10e+3 5.10e+3 ... 5.11e+3 5.11e+3 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││1 @ 1 │ 5.54e+3 5.54e+3 ... 5.55e+3 5.55e+3 │ 5.55e+3 5.55e+3 ... 5.56e+3 5.56e+3 │ ... │ 5.59e+3 5.59e+3 ... 5.60e+3 5.60e+3 │ 5.60e+3 5.60e+3 ... 5.61e+3 5.61e+3 ││ - ││axis 2│ 6.04e+3 6.04e+3 ... 6.05e+3 6.05e+3 │ 6.05e+3 6.05e+3 ... 6.06e+3 6.06e+3 │ │ 6.10e+3 6.10e+3 ... 6.10e+3 6.11e+3 │ 6.11e+3 6.11e+3 ... 6.11e+3 6.11e+3 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.00e+4 1.00e+4 ... 1.00e+4 1.00e+4 │ 1.00e+4 1.00e+4 ... 1.00e+4 1.00e+4 │ │ 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 │ 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 ││ - ││ │ 1.05e+4 1.05e+4 ... 1.05e+4 1.05e+4 │ 1.05e+4 1.05e+4 ... 1.06e+4 1.06e+4 │ │ 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 │ 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││~~~~~ │ ... │ ... │ ... │ ... │ ... ││ - ││axis 2│ │ │ │ │ ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││8 @ 1 │ 4.43e+4 4.43e+4 ... 4.43e+4 4.43e+4 │ 4.43e+4 4.43e+4 ... 4.43e+4 4.43e+4 │ ... │ 4.44e+4 4.44e+4 ... 4.44e+4 4.44e+4 │ 4.44e+4 4.44e+4 ... 4.44e+4 4.44e+4 ││ - ││axis 2│ 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 │ 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 │ │ 4.49e+4 4.49e+4 ... 4.49e+4 4.49e+4 │ 4.49e+4 4.49e+4 ... 4.49e+4 4.49e+4 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 4.88e+4 4.88e+4 ... 4.88e+4 4.88e+4 │ 4.88e+4 4.88e+4 ... 4.89e+4 4.89e+4 │ │ 4.89e+4 4.89e+4 ... 4.89e+4 4.89e+4 │ 4.89e+4 4.89e+4 ... 4.89e+4 4.89e+4 ││ - ││ │ 4.93e+4 4.93e+4 ... 4.93e+4 4.94e+4 │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 │ │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││9 @ 1 │ 4.98e+4 4.98e+4 ... 4.99e+4 4.99e+4 │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 │ ... │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 ││ - ││axis 2│ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 │ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 │ │ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 │ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 │ 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 │ │ 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 │ 5.44e+4 5.44e+4 ... 5.45e+4 5.45e+4 ││ - ││ │ 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 │ 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 │ │ 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 │ 5.49e+4 5.50e+4 ... 5.50e+4 5.50e+4 ││ - │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│ - ├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤ - │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│ - ││1 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││ - ││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││0 @ 1 │ 5.54e+4 5.54e+4 ... 5.54e+4 5.54e+4 │ 5.54e+4 5.54e+4 ... 5.54e+4 5.54e+4 │ ... │ 5.54e+4 5.54e+4 ... 5.55e+4 5.55e+4 │ 5.55e+4 5.55e+4 ... 5.55e+4 5.55e+4 ││ - ││axis 2│ 5.59e+4 5.59e+4 ... 5.59e+4 5.59e+4 │ 5.59e+4 5.59e+4 ... 5.59e+4 5.59e+4 │ │ 5.59e+4 5.59e+4 ... 5.60e+4 5.60e+4 │ 5.60e+4 5.60e+4 ... 5.60e+4 5.60e+4 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 │ 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 │ │ 6.00e+4 6.00e+4 ... 6.00e+4 6.00e+4 │ 6.00e+4 6.00e+4 ... 6.00e+4 6.00e+4 ││ - ││ │ 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 │ 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 │ │ 6.05e+4 6.05e+4 ... 6.05e+4 6.05e+4 │ 6.05e+4 6.05e+4 ... 6.05e+4 6.05e+4 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││1 @ 1 │ 6.09e+4 6.09e+4 ... 6.09e+4 6.09e+4 │ 6.09e+4 6.09e+4 ... 6.10e+4 6.10e+4 │ ... │ 6.10e+4 6.10e+4 ... 6.10e+4 6.10e+4 │ 6.10e+4 6.10e+4 ... 6.10e+4 6.10e+4 ││ - ││axis 2│ 6.14e+4 6.14e+4 ... 6.14e+4 6.14e+4 │ 6.14e+4 6.14e+4 ... 6.15e+4 6.15e+4 │ │ 6.15e+4 6.15e+4 ... 6.15e+4 6.15e+4 │ 6.15e+4 6.15e+4 ... 6.15e+4 6.15e+4 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 │ │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 ││ - ││ │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 │ │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││~~~~~ │ ... │ ... │ ... │ ... │ ... ││ - ││axis 2│ │ │ │ │ ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││8 @ 1 │ 9.97e+4 9.97e+4 ... 9.97e+4 9.98e+4 │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 │ ... │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 ││ - ││axis 2│ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 │ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 │ │ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 │ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 ││ - ││ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││9 @ 1 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ ... │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 ││ - ││axis 2│ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 │ │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 ││ - ││ │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 ││ - │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│ - ├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤ - │ ... │ - ├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤ - │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│ - ││4 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││ - ││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││0 @ 1 │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 │ ... │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 ││ - ││axis 2│ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 ││ - ││ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││1 @ 1 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ ... │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ││ - ││axis 2│ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 │ │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 ││ - ││ │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 │ │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││~~~~~ │ ... │ ... │ ... │ ... │ ... ││ - ││axis 2│ │ │ │ │ ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││8 @ 1 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ ... │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 ││ - ││axis 2│ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 ││ - ││ │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││9 @ 1 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ ... │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 ││ - ││axis 2│ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 ││ - ││ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 ││ - │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│ - ├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤ - │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│ - ││5 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││ - ││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││0 @ 1 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ ... │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 ││ - ││axis 2│ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 │ │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 ││ - ││ │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││1 @ 1 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ ... │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ││ - ││axis 2│ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 │ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 │ │ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 │ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 ││ - ││ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││~~~~~ │ ... │ ... │ ... │ ... │ ... ││ - ││axis 2│ │ │ │ │ ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││8 @ 1 │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ ... │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 ││ - ││axis 2│ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 │ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 │ │ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 │ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 ││ - ││ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││9 @ 1 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ ... │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 ││ - ││axis 2│ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 ││ - ││ │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 │ │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 ││ - │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│ - └───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; + {| [0]: r6x10x11x7x8x9 shape 0:6|3:7,4:8,5:9->1:10,2:11 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default hoo; (* Disable line wrapping for viewing the output. In VSCode: `View: Toggle Word Wrap`. *) [%expect File "test/einsum_trivia.ml", line 1, characters 0-0: /usr/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum_trivia.ml _build/.sandbox/977a873585c8f236543025b8ee7e8fea/default/test/einsum_trivia.ml.corrected diff --git a/_build/default/test/einsum_trivia.ml b/_build/.sandbox/977a873585c8f236543025b8ee7e8fea/default/test/einsum_trivia.ml.corrected index 35a36fa..7a0605b 100644 --- a/_build/default/test/einsum_trivia.ml +++ b/_build/.sandbox/977a873585c8f236543025b8ee7e8fea/default/test/einsum_trivia.ml.corrected @@ -28,20 +28,7 @@ let%expect_test "einsum1 permute axes" = Train.forward_and_forget backend ctx ho; Tensor.print ~with_code:false ~with_grad:false `Default @@ hey; [%expect - {| - ┌─────────────────────────────────────────────────────────────┐ - │[0]: r2x4x3 shape 0:2|2:3->1:4 │ - │┌──────┬────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 ││ - ││ │axis 2 │axis 2 ││ - │├──────┼────────────────────────┼───────────────────────────┤│ - ││axis 1│ 0.00 1.00 2.00 │ 1.20e+1 1.30e+1 1.40e+1 ││ - ││ │ 3.00 4.00 5.00 │ 1.50e+1 1.60e+1 1.70e+1 ││ - ││ │ 6.00 7.00 8.00 │ 1.80e+1 1.90e+1 2.00e+1 ││ - ││ │ 9.00 1.00e+1 1.10e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││ - │└──────┴────────────────────────┴───────────────────────────┘│ - └─────────────────────────────────────────────────────────────┘ - |}]; + {| [0]: r2x4x3 shape 0:2|2:3->1:4 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ ho; [%expect {| @@ -64,106 +51,7 @@ let%expect_test "einsum1 permute axes" = Train.forward_and_forget backend ctx ho2; Tensor.print ~with_code:false ~with_grad:false `Default @@ hey2; [%expect - {| - ┌────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │[2]: r2x3x6x7x4x5 shape 0:2,1:3|4:4,5:5->2:6,3:7 │ - │┌──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┐│ - ││0 @ 1 │0 @ 4 │1 @ 4 │2 @ 4 │3 @ 4 ││ - ││ │axis 5 │axis 5 │axis 5 │axis 5 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││0 @ 2 │ 0.00 1.00 2.00 3.00 4.00 │ 5.00 6.00 7.00 8.00 9.00 │ 1.00e+1 1.10e+1 1.20e+1 1.30e+1 1.40e+1 │ 1.50e+1 1.60e+1 1.70e+1 1.80e+1 1.90e+1 ││ - ││axis 3│ 2.00e+1 2.10e+1 2.20e+1 2.30e+1 2.40e+1 │ 2.50e+1 2.60e+1 2.70e+1 2.80e+1 2.90e+1 │ 3.00e+1 3.10e+1 3.20e+1 3.30e+1 3.40e+1 │ 3.50e+1 3.60e+1 3.70e+1 3.80e+1 3.90e+1 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.00e+2 1.01e+2 1.02e+2 1.03e+2 1.04e+2 │ 1.05e+2 1.06e+2 1.07e+2 1.08e+2 1.09e+2 │ 1.10e+2 1.11e+2 1.12e+2 1.13e+2 1.14e+2 │ 1.15e+2 1.16e+2 1.17e+2 1.18e+2 1.19e+2 ││ - ││ │ 1.20e+2 1.21e+2 1.22e+2 1.23e+2 1.24e+2 │ 1.25e+2 1.26e+2 1.27e+2 1.28e+2 1.29e+2 │ 1.30e+2 1.31e+2 1.32e+2 1.33e+2 1.34e+2 │ 1.35e+2 1.36e+2 1.37e+2 1.38e+2 1.39e+2 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││1 @ 2 │ 1.40e+2 1.41e+2 1.42e+2 1.43e+2 1.44e+2 │ 1.45e+2 1.46e+2 1.47e+2 1.48e+2 1.49e+2 │ 1.50e+2 1.51e+2 1.52e+2 1.53e+2 1.54e+2 │ 1.55e+2 1.56e+2 1.57e+2 1.58e+2 1.59e+2 ││ - ││axis 3│ 1.60e+2 1.61e+2 1.62e+2 1.63e+2 1.64e+2 │ 1.65e+2 1.66e+2 1.67e+2 1.68e+2 1.69e+2 │ 1.70e+2 1.71e+2 1.72e+2 1.73e+2 1.74e+2 │ 1.75e+2 1.76e+2 1.77e+2 1.78e+2 1.79e+2 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.40e+2 2.41e+2 2.42e+2 2.43e+2 2.44e+2 │ 2.45e+2 2.46e+2 2.47e+2 2.48e+2 2.49e+2 │ 2.50e+2 2.51e+2 2.52e+2 2.53e+2 2.54e+2 │ 2.55e+2 2.56e+2 2.57e+2 2.58e+2 2.59e+2 ││ - ││ │ 2.60e+2 2.61e+2 2.62e+2 2.63e+2 2.64e+2 │ 2.65e+2 2.66e+2 2.67e+2 2.68e+2 2.69e+2 │ 2.70e+2 2.71e+2 2.72e+2 2.73e+2 2.74e+2 │ 2.75e+2 2.76e+2 2.77e+2 2.78e+2 2.79e+2 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││~~~~~ │ ... │ ... │ ... │ ... ││ - ││axis 3│ │ │ │ ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││4 @ 2 │ 5.60e+2 5.61e+2 5.62e+2 5.63e+2 5.64e+2 │ 5.65e+2 5.66e+2 5.67e+2 5.68e+2 5.69e+2 │ 5.70e+2 5.71e+2 5.72e+2 5.73e+2 5.74e+2 │ 5.75e+2 5.76e+2 5.77e+2 5.78e+2 5.79e+2 ││ - ││axis 3│ 5.80e+2 5.81e+2 5.82e+2 5.83e+2 5.84e+2 │ 5.85e+2 5.86e+2 5.87e+2 5.88e+2 5.89e+2 │ 5.90e+2 5.91e+2 5.92e+2 5.93e+2 5.94e+2 │ 5.95e+2 5.96e+2 5.97e+2 5.98e+2 5.99e+2 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 6.60e+2 6.61e+2 6.62e+2 6.63e+2 6.64e+2 │ 6.65e+2 6.66e+2 6.67e+2 6.68e+2 6.69e+2 │ 6.70e+2 6.71e+2 6.72e+2 6.73e+2 6.74e+2 │ 6.75e+2 6.76e+2 6.77e+2 6.78e+2 6.79e+2 ││ - ││ │ 6.80e+2 6.81e+2 6.82e+2 6.83e+2 6.84e+2 │ 6.85e+2 6.86e+2 6.87e+2 6.88e+2 6.89e+2 │ 6.90e+2 6.91e+2 6.92e+2 6.93e+2 6.94e+2 │ 6.95e+2 6.96e+2 6.97e+2 6.98e+2 6.99e+2 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││5 @ 2 │ 7.00e+2 7.01e+2 7.02e+2 7.03e+2 7.04e+2 │ 7.05e+2 7.06e+2 7.07e+2 7.08e+2 7.09e+2 │ 7.10e+2 7.11e+2 7.12e+2 7.13e+2 7.14e+2 │ 7.15e+2 7.16e+2 7.17e+2 7.18e+2 7.19e+2 ││ - ││axis 3│ 7.20e+2 7.21e+2 7.22e+2 7.23e+2 7.24e+2 │ 7.25e+2 7.26e+2 7.27e+2 7.28e+2 7.29e+2 │ 7.30e+2 7.31e+2 7.32e+2 7.33e+2 7.34e+2 │ 7.35e+2 7.36e+2 7.37e+2 7.38e+2 7.39e+2 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 8.00e+2 8.01e+2 8.02e+2 8.03e+2 8.04e+2 │ 8.05e+2 8.06e+2 8.07e+2 8.08e+2 8.09e+2 │ 8.10e+2 8.11e+2 8.12e+2 8.13e+2 8.14e+2 │ 8.15e+2 8.16e+2 8.17e+2 8.18e+2 8.19e+2 ││ - ││ │ 8.20e+2 8.21e+2 8.22e+2 8.23e+2 8.24e+2 │ 8.25e+2 8.26e+2 8.27e+2 8.28e+2 8.29e+2 │ 8.30e+2 8.31e+2 8.32e+2 8.33e+2 8.34e+2 │ 8.35e+2 8.36e+2 8.37e+2 8.38e+2 8.39e+2 ││ - │└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│ - ├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤ - │┌──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┐│ - ││1 @ 1 │0 @ 4 │1 @ 4 │2 @ 4 │3 @ 4 ││ - ││ │axis 5 │axis 5 │axis 5 │axis 5 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││0 @ 2 │ 8.40e+2 8.41e+2 8.42e+2 8.43e+2 8.44e+2 │ 8.45e+2 8.46e+2 8.47e+2 8.48e+2 8.49e+2 │ 8.50e+2 8.51e+2 8.52e+2 8.53e+2 8.54e+2 │ 8.55e+2 8.56e+2 8.57e+2 8.58e+2 8.59e+2 ││ - ││axis 3│ 8.60e+2 8.61e+2 8.62e+2 8.63e+2 8.64e+2 │ 8.65e+2 8.66e+2 8.67e+2 8.68e+2 8.69e+2 │ 8.70e+2 8.71e+2 8.72e+2 8.73e+2 8.74e+2 │ 8.75e+2 8.76e+2 8.77e+2 8.78e+2 8.79e+2 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 9.40e+2 9.41e+2 9.42e+2 9.43e+2 9.44e+2 │ 9.45e+2 9.46e+2 9.47e+2 9.48e+2 9.49e+2 │ 9.50e+2 9.51e+2 9.52e+2 9.53e+2 9.54e+2 │ 9.55e+2 9.56e+2 9.57e+2 9.58e+2 9.59e+2 ││ - ││ │ 9.60e+2 9.61e+2 9.62e+2 9.63e+2 9.64e+2 │ 9.65e+2 9.66e+2 9.67e+2 9.68e+2 9.69e+2 │ 9.70e+2 9.71e+2 9.72e+2 9.73e+2 9.74e+2 │ 9.75e+2 9.76e+2 9.77e+2 9.78e+2 9.79e+2 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││1 @ 2 │ 9.80e+2 9.81e+2 9.82e+2 9.83e+2 9.84e+2 │ 9.85e+2 9.86e+2 9.87e+2 9.88e+2 9.89e+2 │ 9.90e+2 9.91e+2 9.92e+2 9.93e+2 9.94e+2 │ 9.95e+2 9.96e+2 9.97e+2 9.98e+2 9.99e+2 ││ - ││axis 3│ 1.00e+3 1.00e+3 1.00e+3 1.00e+3 1.00e+3 │ 1.00e+3 1.00e+3 1.00e+3 1.00e+3 1.00e+3 │ 1.01e+3 1.01e+3 1.01e+3 1.01e+3 1.01e+3 │ 1.01e+3 1.01e+3 1.01e+3 1.01e+3 1.01e+3 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.08e+3 1.08e+3 1.08e+3 1.08e+3 1.08e+3 │ 1.08e+3 1.08e+3 1.08e+3 1.08e+3 1.08e+3 │ 1.09e+3 1.09e+3 1.09e+3 1.09e+3 1.09e+3 │ 1.09e+3 1.09e+3 1.09e+3 1.09e+3 1.09e+3 ││ - ││ │ 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.10e+3 │ 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.10e+3 │ 1.11e+3 1.11e+3 1.11e+3 1.11e+3 1.11e+3 │ 1.11e+3 1.11e+3 1.11e+3 1.11e+3 1.11e+3 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││~~~~~ │ ... │ ... │ ... │ ... ││ - ││axis 3│ │ │ │ ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││4 @ 2 │ 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 │ 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 │ 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 │ 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 ││ - ││axis 3│ 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 │ 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 │ 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 │ 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 │ 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 │ 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 │ 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 ││ - ││ │ 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 │ 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 │ 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 │ 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││5 @ 2 │ 1.54e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 │ 1.54e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 │ 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 │ 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 ││ - ││axis 3│ 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 │ 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 │ 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 │ 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 │ 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 │ 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 │ 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 ││ - ││ │ 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 │ 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 │ 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 │ 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 ││ - │└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│ - ├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤ - │┌──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┐│ - ││2 @ 1 │0 @ 4 │1 @ 4 │2 @ 4 │3 @ 4 ││ - ││ │axis 5 │axis 5 │axis 5 │axis 5 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││0 @ 2 │ 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 │ 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 │ 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 │ 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 ││ - ││axis 3│ 1.70e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 │ 1.70e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 │ 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 │ 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.78e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 │ 1.78e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 │ 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 │ 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 ││ - ││ │ 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 │ 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 │ 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 │ 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││1 @ 2 │ 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 │ 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 │ 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 │ 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 ││ - ││axis 3│ 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 │ 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 │ 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 │ 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 │ 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 │ 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 │ 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 ││ - ││ │ 1.94e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 │ 1.94e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 │ 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 │ 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││~~~~~ │ ... │ ... │ ... │ ... ││ - ││axis 3│ │ │ │ ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││4 @ 2 │ 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 │ 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 │ 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 │ 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 ││ - ││axis 3│ 2.26e+3 2.26e+3 2.26e+3 2.26e+3 2.26e+3 │ 2.26e+3 2.26e+3 2.26e+3 2.26e+3 2.26e+3 │ 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 │ 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.34e+3 2.34e+3 2.34e+3 2.34e+3 2.34e+3 │ 2.34e+3 2.34e+3 2.34e+3 2.34e+3 2.34e+3 │ 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 │ 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 ││ - ││ │ 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 │ 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 │ 2.37e+3 2.37e+3 2.37e+3 2.37e+3 2.37e+3 │ 2.37e+3 2.37e+3 2.37e+3 2.37e+3 2.37e+3 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││5 @ 2 │ 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 │ 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 │ 2.39e+3 2.39e+3 2.39e+3 2.39e+3 2.39e+3 │ 2.39e+3 2.39e+3 2.39e+3 2.39e+3 2.39e+3 ││ - ││axis 3│ 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 │ 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 │ 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 │ 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 │ 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 │ 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 │ 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 ││ - ││ │ 2.50e+3 2.50e+3 2.50e+3 2.50e+3 2.50e+3 │ 2.50e+3 2.50e+3 2.50e+3 2.50e+3 2.50e+3 │ 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 │ 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 ││ - │└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│ - └────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; + {| [2]: r2x3x6x7x4x5 shape 0:2,1:3|4:4,5:5->2:6,3:7 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ ho2; [%expect {| @@ -292,20 +180,7 @@ let%expect_test "einsum1 sum out axes" = Train.forward_and_forget backend ctx ho; Tensor.print ~with_code:false ~with_grad:false `Default @@ hey; [%expect - {| - ┌─────────────────────────────────────────────────────────────┐ - │[0]: r2x4x3 shape 0:2|2:3->1:4 │ - │┌──────┬────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 ││ - ││ │axis 2 │axis 2 ││ - │├──────┼────────────────────────┼───────────────────────────┤│ - ││axis 1│ 0.00 1.00 2.00 │ 1.20e+1 1.30e+1 1.40e+1 ││ - ││ │ 3.00 4.00 5.00 │ 1.50e+1 1.60e+1 1.70e+1 ││ - ││ │ 6.00 7.00 8.00 │ 1.80e+1 1.90e+1 2.00e+1 ││ - ││ │ 9.00 1.00e+1 1.10e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││ - │└──────┴────────────────────────┴───────────────────────────┘│ - └─────────────────────────────────────────────────────────────┘ - |}]; + {| [0]: r2x4x3 shape 0:2|2:3->1:4 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ ho; [%expect {| @@ -364,28 +239,10 @@ let%expect_test "einsum outer product" = Train.forward_and_forget backend ctx c; Tensor.print ~with_code:false ~with_grad:false `Default @@ a; [%expect - {| - ┌──────────────────┐ - │[0]: r2 shape 0:2 │ - │┌┬────────────┐ │ - │││axis 0 │ │ - │├┼────────────┤ │ - │││ 0.00 1.00 │ │ - │└┴────────────┘ │ - └──────────────────┘ - |}]; + {| [0]: r2 shape 0:2 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ b; [%expect - {| - ┌─────────────────────┐ - │[1]: r3 shape 0:3 │ - │┌┬──────────────────┐│ - │││axis 0 ││ - │├┼──────────────────┤│ - │││ 0.00 1.00 2.00 ││ - │└┴──────────────────┘│ - └─────────────────────┘ - |}]; + {| [1]: r3 shape 0:3 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ c; [%expect {| @@ -406,37 +263,10 @@ let%expect_test "einsum outer product" = Train.forward_and_forget backend ctx c; Tensor.print ~with_code:false ~with_grad:false `Default @@ a; [%expect - {| - ┌─────────────────────────────────────────────────────────────┐ - │[5]: r2x4x3 shape 0:2|2:3->1:4 │ - │┌──────┬────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 ││ - ││ │axis 2 │axis 2 ││ - │├──────┼────────────────────────┼───────────────────────────┤│ - ││axis 1│ 0.00 1.00 2.00 │ 1.20e+1 1.30e+1 1.40e+1 ││ - ││ │ 3.00 4.00 5.00 │ 1.50e+1 1.60e+1 1.70e+1 ││ - ││ │ 6.00 7.00 8.00 │ 1.80e+1 1.90e+1 2.00e+1 ││ - ││ │ 9.00 1.00e+1 1.10e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││ - │└──────┴────────────────────────┴───────────────────────────┘│ - └─────────────────────────────────────────────────────────────┘ - |}]; + {| [5]: r2x4x3 shape 0:2|2:3->1:4 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ b; [%expect - {| - ┌──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │[6]: r5x7x6 shape 0:5|2:6->1:7 │ - │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 │2 @ 0 │3 @ 0 │4 @ 0 ││ - ││ │axis 2 │axis 2 │axis 2 │axis 2 │axis 2 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││axis 1│ 0.00 1.00 ... 4.00 5.00 │ 4.20e+1 4.30e+1 ... 4.60e+1 4.70e+1 │ 8.40e+1 8.50e+1 ... 8.80e+1 8.90e+1 │ 1.26e+2 1.27e+2 ... 1.30e+2 1.31e+2 │ 1.68e+2 1.69e+2 ... 1.72e+2 1.73e+2 ││ - ││ │ 6.00 7.00 ... 1.00e+1 1.10e+1 │ 4.80e+1 4.90e+1 ... 5.20e+1 5.30e+1 │ 9.00e+1 9.10e+1 ... 9.40e+1 9.50e+1 │ 1.32e+2 1.33e+2 ... 1.36e+2 1.37e+2 │ 1.74e+2 1.75e+2 ... 1.78e+2 1.79e+2 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 3.00e+1 3.10e+1 ... 3.40e+1 3.50e+1 │ 7.20e+1 7.30e+1 ... 7.60e+1 7.70e+1 │ 1.14e+2 1.15e+2 ... 1.18e+2 1.19e+2 │ 1.56e+2 1.57e+2 ... 1.60e+2 1.61e+2 │ 1.98e+2 1.99e+2 ... 2.02e+2 2.03e+2 ││ - ││ │ 3.60e+1 3.70e+1 ... 4.00e+1 4.10e+1 │ 7.80e+1 7.90e+1 ... 8.20e+1 8.30e+1 │ 1.20e+2 1.21e+2 ... 1.24e+2 1.25e+2 │ 1.62e+2 1.63e+2 ... 1.66e+2 1.67e+2 │ 2.04e+2 2.05e+2 ... 2.08e+2 2.09e+2 ││ - │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│ - └──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; + {| [6]: r5x7x6 shape 0:5|2:6->1:7 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ c; [%expect {| @@ -616,93 +446,40 @@ let%expect_test "einsum matrix/inner+outer products" = let%op f = a *+ "a|i->h; b|h->o => i->o" b in Train.forward_and_forget backend ctx f; Tensor.print ~with_code:false ~with_grad:false `Default @@ a2; - [%expect - {| - ┌────────────────────────────────────────────────────────────────┐ - │[2]: ;=>_a2 shape 0:2|2:3->1:4 │ - │┌──────┬───────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 ││ - ││ │axis 2 │axis 2 ││ - │├──────┼───────────────────────────┼───────────────────────────┤│ - ││axis 1│ 0.00 1.00 4.00 │ 1.44e+2 1.69e+2 1.96e+2 ││ - ││ │ 9.00 1.60e+1 2.50e+1 │ 2.25e+2 2.56e+2 2.89e+2 ││ - ││ │ 3.60e+1 4.90e+1 6.40e+1 │ 3.24e+2 3.61e+2 4.00e+2 ││ - ││ │ 8.10e+1 1.00e+2 1.21e+2 │ 4.41e+2 4.84e+2 5.29e+2 ││ - │└──────┴───────────────────────────┴───────────────────────────┘│ - └────────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ c; - [%expect - {| - ┌────────────────────────────────────────────────────────────────┐ - │[3]: ;=>_c shape 0:2|2:3->1:5 │ - │┌──────┬───────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 ││ - ││ │axis 2 │axis 2 ││ - │├──────┼───────────────────────────┼───────────────────────────┤│ - ││axis 1│ 4.20e+1 4.80e+1 5.40e+1 │ 1.43e+3 1.52e+3 1.60e+3 ││ - ││ │ 1.14e+2 1.36e+2 1.58e+2 │ 1.69e+3 1.80e+3 1.90e+3 ││ - ││ │ 1.86e+2 2.24e+2 2.62e+2 │ 1.96e+3 2.08e+3 2.19e+3 ││ - ││ │ 2.58e+2 3.12e+2 3.66e+2 │ 2.22e+3 2.36e+3 2.49e+3 ││ - ││ │ 3.30e+2 4.00e+2 4.70e+2 │ 2.49e+3 2.64e+3 2.79e+3 ││ - │└──────┴───────────────────────────┴───────────────────────────┘│ - └────────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ d; - [%expect - {| - ┌────────────────────────────────────────────────────────────────┐ - │[4]: ;=>_d shape 0:2,1:2|3:3->2:5 │ - │┌──────┬───────────────────────────┬───────────────────────────┐│ - ││ │0 @ 1 │1 @ 1 ││ - ││ │axis 3 │axis 3 ││ ...TRUNCATED BY DUNE... - └─────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ ho2; - [%expect - {| - ┌────────────────────────────────────────────────────────────────┐ - │[2]: =>_ho2 shape 0:2|2:3->1:1 │ - │┌──────┬───────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 ││ - ││ │axis 2 │axis 2 ││ - │├──────┼───────────────────────────┼───────────────────────────┤│ - ││axis 1│ 1.80e+1 2.20e+1 2.60e+1 │ 6.60e+1 7.00e+1 7.40e+1 ││ - │└──────┴───────────────────────────┴───────────────────────────┘│ - └────────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; let hey2 = TDSL.range_of_shape ~input_dims:[ 2 ] ~output_dims:[ 3 ] () in let%op ho3 = hey2 ++ "...|...->... => 0" in let ctx = Train.forward_and_ctx backend ctx ho3 in Tensor.print ~with_code:false ~with_grad:false `Default @@ hey2; - [%expect - {| - ┌─────────────────────────┐ - │[3]: r3x2 shape 1:2->0:3 │ - │┌──────┬────────────┐ │ - ││ │axis 1 │ │ - │├──────┼────────────┤ │ - ││axis 0│ 0.00 1.00 │ │ - ││ │ 2.00 3.00 │ │ - ││ │ 4.00 5.00 │ │ - │└──────┴────────────┘ │ - └─────────────────────────┘ - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ ho3; - [%expect - {| - ┌──────────────────────┐ - │[4]: =>_ho3 shape 0:1 │ - │┌┬─────────┐ │ - │││axis 0 │ │ - │├┼─────────┤ │ - │││ 1.50e+1 │ │ - │└┴─────────┘ │ - └──────────────────────┘ - |}]; + [%expect.unreachable]; let%op ho4 = hey2 ++ "i->j => i0j" in Train.forward_and_forget backend ctx ho4; Tensor.print ~with_code:false ~with_grad:false `Default @@ ho4; - [%expect - {| - ┌──────────────────────────────┐ - │[5]: =>_ho4 shape 0:2,1:1,2:3 │ - │┌──────┬──────────────────┐ │ - ││ │axis 2 │ │ - │├──────┼──────────────────┤ │ - ││0 @ 0 │ 0.00 2.00 4.00 │ │ - ││axis 1│ │ │ - │├──────┼──────────────────┤ │ - ││1 @ 0 │ 1.00 3.00 5.00 │ │ - ││axis 1│ │ │ - │└──────┴──────────────────┘ │ - └──────────────────────────────┘ - |}] + [%expect.unreachable] +[@@expect.uncaught_exn {| + (* CR expect_test_collector: This test expectation appears to contain a backtrace. + This is strongly discouraged as backtraces are fragile. + Please change this test to not include a backtrace. *) + (Invalid_argument + "Tnode.update_memory_mode: update 15 -> 36 inconsistent for r2x4x3") + Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45 + Called from Base__Avltree.iter in file "src/avltree.ml", line 491, characters 4-16 + Called from Base__Hashtbl.iteri in file "src/hashtbl.ml", line 282, characters 20-42 + Re-raised at Base__Hashtbl.iteri in file "src/hashtbl.ml", line 288, characters 6-15 + Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 888-889, characters 2-7 + Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-901, characters 30-49 + Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1164, characters 15-57 + Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85 + Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85 + Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 193-194, characters 4-45 + Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 185-194, characters 34-47 + Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 378, characters 6-59 + Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59 + Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99 + Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 500, characters 25-95 + Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 491-504, characters 32-17 + Called from Tutorials__Einsum_trivia.(fun) in file "test/einsum_trivia.ml", line 1284, characters 12-49 + Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28 + |}] let%expect_test "einsum with fixed dim axes" = Tensor.unsafe_reinitialize (); @@ -1379,34 +748,10 @@ let%expect_test "einsum with fixed dim axes" = Train.forward_and_forget backend ctx c; Tensor.print ~with_code:false ~with_grad:false `Default @@ a; [%expect - {| - ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │[0]: r3x2x4 shape 0:3|2:4->1:2 │ - │┌──────┬────────────────────────┬────────────────────────────────────┬────────────────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 │2 @ 0 ││ - ││ │axis 2 │axis 2 │axis 2 ││ - │├──────┼────────────────────────┼────────────────────────────────────┼────────────────────────────────────┤│ - ││axis 1│ 0.00 1.00 2.00 3.00 │ 8.00 9.00 1.00e+1 1.10e+1 │ 1.60e+1 1.70e+1 1.80e+1 1.90e+1 ││ - ││ │ 4.00 5.00 6.00 7.00 │ 1.20e+1 1.30e+1 1.40e+1 1.50e+1 │ 2.00e+1 2.10e+1 2.20e+1 2.30e+1 ││ - │└──────┴────────────────────────┴────────────────────────────────────┴────────────────────────────────────┘│ - └───────────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; + {| [0]: r3x2x4 shape 0:3|2:4->1:2 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ b; [%expect - {| - ┌────────────────────────────────┐ - │[1]: r3x4x1 shape 0:3|2:1->1:4 │ - │┌──────┬──────┬──────┬─────────┐│ - ││ │0 @ 0 │1 @ 0 │2 @ 0 ││ - ││ │axis 2│axis 2│axis 2 ││ - │├──────┼──────┼──────┼─────────┤│ - ││axis 1│ 0.00 │ 4.00 │ 8.00 ││ - ││ │ 1.00 │ 5.00 │ 9.00 ││ - ││ │ 2.00 │ 6.00 │ 1.00e+1 ││ - ││ │ 3.00 │ 7.00 │ 1.10e+1 ││ - │└──────┴──────┴──────┴─────────┘│ - └────────────────────────────────┘ - |}]; + {| [1]: r3x4x1 shape 0:3|2:1->1:4 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ c; [%expect {| @@ -1450,175 +795,175 @@ let%expect_test "outer_sum simulating axis concatenation" = Tensor.print ~with_code:false ~with_grad:false `Default @@ positions; [%expect {| - ┌────────────────────────────────┐ - │[9]: ;=>+ shape 0:4,1:5,2:6,3:3 │ - │┌──────┬──────────────────┐ │ - ││0 @ 0 │axis 3 │ │ - │├──────┼──────────────────┤ │ - ││0 @ 1 │ 0.00 0.00 0.00 │ │ - ││axis 2│ 0.00 0.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 0.00 0.00 4.00 │ │ - ││ │ 0.00 0.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││1 @ 1 │ 0.00 1.00 0.00 │ │ - ││axis 2│ 0.00 1.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 0.00 1.00 4.00 │ │ - ││ │ 0.00 1.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││2 @ 1 │ 0.00 2.00 0.00 │ │ - ││axis 2│ 0.00 2.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 0.00 2.00 4.00 │ │ - ││ │ 0.00 2.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││3 @ 1 │ 0.00 3.00 0.00 │ │ - ││axis 2│ 0.00 3.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 0.00 3.00 4.00 │ │ - ││ │ 0.00 3.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││4 @ 1 │ 0.00 4.00 0.00 │ │ - ││axis 2│ 0.00 4.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 0.00 4.00 4.00 │ │ - ││ │ 0.00 4.00 5.00 │ │ - │└──────┴──────────────────┘ │ - ├────────────────────────────────┤ - │┌──────┬──────────────────┐ │ - ││1 @ 0 │axis 3 │ │ - │├──────┼──────────────────┤ │ - ││0 @ 1 │ 1.00 0.00 0.00 │ │ - ││axis 2│ 1.00 0.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 1.00 0.00 4.00 │ │ - ││ │ 1.00 0.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││1 @ 1 │ 1.00 1.00 0.00 │ │ - ││axis 2│ 1.00 1.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 1.00 1.00 4.00 │ │ - ││ │ 1.00 1.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││2 @ 1 │ 1.00 2.00 0.00 │ │ - ││axis 2│ 1.00 2.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 1.00 2.00 4.00 │ │ - ││ │ 1.00 2.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││3 @ 1 │ 1.00 3.00 0.00 │ │ - ││axis 2│ 1.00 3.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 1.00 3.00 4.00 │ │ - ││ │ 1.00 3.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││4 @ 1 │ 1.00 4.00 0.00 │ │ - ││axis 2│ 1.00 4.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 1.00 4.00 4.00 │ │ - ││ │ 1.00 4.00 5.00 │ │ - │└──────┴──────────────────┘ │ - ├────────────────────────────────┤ - │┌──────┬──────────────────┐ │ - ││2 @ 0 │axis 3 │ │ - │├──────┼──────────────────┤ │ - ││0 @ 1 │ 2.00 0.00 0.00 │ │ - ││axis 2│ 2.00 0.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 2.00 0.00 4.00 │ │ - ││ │ 2.00 0.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││1 @ 1 │ 2.00 1.00 0.00 │ │ - ││axis 2│ 2.00 1.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 2.00 1.00 4.00 │ │ - ││ │ 2.00 1.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││2 @ 1 │ 2.00 2.00 0.00 │ │ - ││axis 2│ 2.00 2.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 2.00 2.00 4.00 │ │ - ││ │ 2.00 2.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││3 @ 1 │ 2.00 3.00 0.00 │ │ - ││axis 2│ 2.00 3.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 2.00 3.00 4.00 │ │ - ││ │ 2.00 3.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││4 @ 1 │ 2.00 4.00 0.00 │ │ - ││axis 2│ 2.00 4.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 2.00 4.00 4.00 │ │ - ││ │ 2.00 4.00 5.00 │ │ - │└──────┴──────────────────┘ │ - ├────────────────────────────────┤ - │┌──────┬──────────────────┐ │ - ││3 @ 0 │axis 3 │ │ - │├──────┼──────────────────┤ │ - ││0 @ 1 │ 3.00 0.00 0.00 │ │ - ││axis 2│ 3.00 0.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 3.00 0.00 4.00 │ │ - ││ │ 3.00 0.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││1 @ 1 │ 3.00 1.00 0.00 │ │ - ││axis 2│ 3.00 1.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 3.00 1.00 4.00 │ │ - ││ │ 3.00 1.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││2 @ 1 │ 3.00 2.00 0.00 │ │ - ││axis 2│ 3.00 2.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 3.00 2.00 4.00 │ │ - ││ │ 3.00 2.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││3 @ 1 │ 3.00 3.00 0.00 │ │ - ││axis 2│ 3.00 3.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 3.00 3.00 4.00 │ │ - ││ │ 3.00 3.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││4 @ 1 │ 3.00 4.00 0.00 │ │ - ││axis 2│ 3.00 4.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 3.00 4.00 4.00 │ │ - ││ │ 3.00 4.00 5.00 │ │ - │└──────┴──────────────────┘ │ - └────────────────────────────────┘ + ┌───────────────────────────────────────┐ + │[9]: ;=>+ shape 0:4,1:5,2:6,3:3 │ + │┌──────┬──────────────────────────────┐│ + ││0 @ 0 │axis 3 ││ + │├──────┼──────────────────────────────┤│ + ││0 @ 1 │ 2.93e+29 1.85e+25 1.31e+23 ││ + ││axis 2│ 2.93e+29 1.85e+25 1.31e+23 ││ + ││ │ ... ... ... ││ + ││ │ 2.93e+29 1.85e+25 1.31e+23 ││ + ││ │ 2.93e+29 1.89e+25 1.31e+23 ││ + │├──────┼──────────────────────────────┤│ + ││1 @ 1 │ 5.23e+22 1.85e+25 1.35e+28 ││ + ││axis 2│ 5.23e+22 1.85e+25 1.35e+28 ││ + ││ │ ... ... ... ││ + ││ │ 5.23e+22 1.85e+25 1.35e+28 ││ + ││ │ 5.23e+22 1.89e+25 1.35e+28 ││ + │├──────┼──────────────────────────────┤│ + ││2 @ 1 │ 4.67e+33 1.85e+25 6.59e+22 ││ + ││axis 2│ 4.67e+33 1.85e+25 6.59e+22 ││ + ││ │ ... ... ... ││ + ││ │ 4.67e+33 1.85e+25 6.59e+22 ││ + ││ │ 4.67e+33 1.89e+25 6.59e+22 ││ + │├──────┼──────────────────────────────┤│ + ││3 @ 1 │ 1.89e+28 1.85e+25 8.42e+26 ││ + ││axis 2│ 1.89e+28 1.85e+25 8.42e+26 ││ + ││ │ ... ... ... ││ + ││ │ 1.89e+28 1.85e+25 8.42e+26 ││ + ││ │ 1.89e+28 1.89e+25 8.42e+26 ││ + │├──────┼──────────────────────────────┤│ + ││4 @ 1 │ 3.71e-41 1.85e+25 6.59e+22 ││ + ││axis 2│ 8.26e-41 1.85e+25 6.59e+22 ││ + ││ │ ... ... ... ││ + ││ │ 3.30e+11 1.85e+25 6.59e+22 ││ + ││ │ 8.26e-41 1.89e+25 6.59e+22 ││ + │└──────┴──────────────────────────────┘│ + ├───────────────────────────────────────┤ + │┌──────┬──────────────────────────────┐│ + ││1 @ 0 │axis 3 ││ + │├──────┼──────────────────────────────┤│ + ││0 @ 1 │ 2.93e+29 2.89e+32 1.35e+28 ││ + ││axis 2│ 2.93e+29 2.89e+32 1.35e+28 ││ + ││ │ ... ... ... ││ + ││ │ 2.93e+29 2.89e+32 1.35e+28 ││ + ││ │ 2.93e+29 2.89e+32 1.35e+28 ││ + │├──────┼──────────────────────────────┤│ + ││1 @ 1 │ 5.23e+22 2.89e+32 2.71e+28 ││ + ││axis 2│ 5.23e+22 2.89e+32 2.71e+28 ││ + ││ │ ... ... ... ││ + ││ │ 5.23e+22 2.89e+32 2.71e+28 ││ + ││ │ 5.23e+22 2.89e+32 2.71e+28 ││ + │├──────┼──────────────────────────────┤│ + ││2 @ 1 │ 4.67e+33 2.89e+32 1.35e+28 ││ + ││axis 2│ 4.67e+33 2.89e+32 1.35e+28 ││ + ││ │ ... ... ... ││ + ││ │ 4.67e+33 2.89e+32 1.35e+28 ││ + ││ │ 4.67e+33 2.89e+32 1.35e+28 ││ + │├──────┼──────────────────────────────┤│ + ││3 @ 1 │ 1.89e+28 2.89e+32 1.44e+28 ││ + ││axis 2│ 1.89e+28 2.89e+32 1.44e+28 ││ + ││ │ ... ... ... ││ + ││ │ 1.89e+28 2.89e+32 1.44e+28 ││ + ││ │ 1.89e+28 2.89e+32 1.44e+28 ││ + │├──────┼──────────────────────────────┤│ + ││4 @ 1 │ 1.00 2.89e+32 1.35e+28 ││ + ││axis 2│ 1.00 2.89e+32 1.35e+28 ││ + ││ │ ... ... ... ││ + ││ │ 3.30e+11 2.89e+32 1.35e+28 ││ + ││ │ 1.00 2.89e+32 1.35e+28 ││ + │└──────┴──────────────────────────────┘│ + ├───────────────────────────────────────┤ + │┌──────┬──────────────────────────────┐│ + ││2 @ 0 │axis 3 ││ + │├──────┼──────────────────────────────┤│ + ││0 @ 1 │ 2.93e+29 1.74e-4 6.59e+22 ││ + ││axis 2│ 2.93e+29 1.74e-4 6.59e+22 ││ + ││ │ ... ... ... ││ + ││ │ 2.93e+29 1.74e-4 6.59e+22 ││ + ││ │ 2.93e+29 3.65e+23 6.59e+22 ││ + │├──────┼──────────────────────────────┤│ + ││1 @ 1 │ 5.23e+22 1.00 1.35e+28 ││ + ││axis 2│ 5.23e+22 1.00 1.35e+28 ││ + ││ │ ... ... ... ││ + ││ │ 5.23e+22 1.00 1.35e+28 ││ + ││ │ 5.23e+22 3.65e+23 1.35e+28 ││ + │├──────┼──────────────────────────────┤│ + ││2 @ 1 │ 4.67e+33 2.00 3.47e-4 ││ + ││axis 2│ 4.67e+33 2.00 1.00 ││ + ││ │ ... ... ... ││ + ││ │ 4.67e+33 2.00 4.00 ││ + ││ │ 4.67e+33 3.65e+23 5.00 ││ + │├──────┼──────────────────────────────┤│ + ││3 @ 1 │ 1.89e+28 3.00 8.42e+26 ││ + ││axis 2│ 1.89e+28 3.00 8.42e+26 ││ + ││ │ ... ... ... ││ + ││ │ 1.89e+28 3.00 8.42e+26 ││ + ││ │ 1.89e+28 3.65e+23 8.42e+26 ││ + │├──────┼──────────────────────────────┤│ + ││4 @ 1 │ 2.00 4.00 1.73e-4 ││ + ││axis 2│ 2.00 4.00 1.00 ││ + ││ │ ... ... ... ││ + ││ │ 3.30e+11 4.00 4.00 ││ + ││ │ 2.00 3.65e+23 5.00 ││ + │└──────┴──────────────────────────────┘│ + ├───────────────────────────────────────┤ + │┌──────┬──────────────────────────────┐│ + ││3 @ 0 │axis 3 ││ + │├──────┼──────────────────────────────┤│ + ││0 @ 1 │ 2.93e+29 1.64e+19 1.38e+31 ││ + ││axis 2│ 2.93e+29 1.64e+19 1.38e+31 ││ + ││ │ ... ... ... ││ + ││ │ 2.93e+29 1.64e+19 1.38e+31 ││ + ││ │ 2.93e+29 3.65e+23 1.38e+31 ││ + │├──────┼──────────────────────────────┤│ + ││1 @ 1 │ 5.23e+22 1.64e+19 1.38e+31 ││ + ││axis 2│ 5.23e+22 1.64e+19 1.38e+31 ││ + ││ │ ... ... ... ││ + ││ │ 5.23e+22 1.64e+19 1.38e+31 ││ + ││ │ 5.23e+22 3.65e+23 1.38e+31 ││ + │├──────┼──────────────────────────────┤│ + ││2 @ 1 │ 4.67e+33 1.64e+19 1.38e+31 ││ + ││axis 2│ 4.67e+33 1.64e+19 1.38e+31 ││ + ││ │ ... ... ... ││ + ││ │ 4.67e+33 1.64e+19 1.38e+31 ││ + ││ │ 4.67e+33 3.65e+23 1.38e+31 ││ + │├──────┼──────────────────────────────┤│ + ││3 @ 1 │ 1.89e+28 1.64e+19 1.38e+31 ││ + ││axis 2│ 1.89e+28 1.64e+19 1.38e+31 ││ + ││ │ ... ... ... ││ + ││ │ 1.89e+28 1.64e+19 1.38e+31 ││ + ││ │ 1.89e+28 3.65e+23 1.38e+31 ││ + │├──────┼──────────────────────────────┤│ + ││4 @ 1 │ 3.00 1.64e+19 1.38e+31 ││ + ││axis 2│ 3.00 1.64e+19 1.38e+31 ││ + ││ │ ... ... ... ││ + ││ │ 3.30e+11 1.64e+19 1.38e+31 ││ + ││ │ 3.00 3.65e+23 1.38e+31 ││ + │└──────┴──────────────────────────────┘│ + └───────────────────────────────────────┘ |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ ti; [%expect {| - ┌───────────────────────────┐ - │[1]: =>_ti shape 0:4,1:3 │ - │┌──────┬──────────────────┐│ - ││ │axis 1 ││ - │├──────┼──────────────────┤│ - ││axis 0│ 0.00 0.00 0.00 ││ - ││ │ 1.00 0.00 0.00 ││ - ││ │ 2.00 0.00 0.00 ││ - ││ │ 3.00 0.00 0.00 ││ - │└──────┴──────────────────┘│ - └───────────────────────────┘ + ┌───────────────────────────────────┐ + │[1]: =>_ti shape 0:4,1:3 │ + │┌──────┬──────────────────────────┐│ + ││ │axis 1 ││ + │├──────┼──────────────────────────┤│ + ││axis 0│ 0.00 1.85e+25 6.59e+22 ││ + ││ │ 1.00 2.89e+32 1.35e+28 ││ + ││ │ 2.00 1.74e-4 1.73e-4 ││ + ││ │ 3.00 1.64e+19 1.38e+31 ││ + │└──────┴──────────────────────────┘│ + └───────────────────────────────────┘ |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ tk; [%expect {| - ┌───────────────────────────┐ - │[7]: =>_tk shape 0:6,1:3 │ - │┌──────┬──────────────────┐│ - ││ │axis 1 ││ - │├──────┼──────────────────┤│ - ││axis 0│ 0.00 0.00 0.00 ││ - ││ │ 0.00 0.00 1.00 ││ - ││ │ ... ... ... ││ - ││ │ 0.00 0.00 4.00 ││ - ││ │ 0.00 0.00 5.00 ││ - │└──────┴──────────────────┘│ - └───────────────────────────┘ + ┌───────────────────────────────────┐ + │[7]: =>_tk shape 0:6,1:3 │ + │┌──────┬──────────────────────────┐│ + ││ │axis 1 ││ + │├──────┼──────────────────────────┤│ + ││axis 0│ 2.80e-45 0.00 0.00 ││ + ││ │ 4.55e-41 3.35e-42 1.00 ││ + ││ │ ... ... ... ││ + ││ │ 3.30e+11 0.00 4.00 ││ + ││ │ 4.55e-41 3.65e+23 5.00 ││ + │└──────┴──────────────────────────┘│ + └───────────────────────────────────┘ |}] let%expect_test "einsum with a leftmost input axis preserved as output axis" = @@ -1644,54 +989,10 @@ let%expect_test "einsum with a leftmost input axis preserved as output axis" = Train.forward_and_forget backend ctx c; Tensor.print ~with_code:false ~with_grad:false `Default @@ a; [%expect - {| - ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │[0]: r3x2x4_a shape 0:3|2:4->1:2 │ - │┌──────┬────────────────────────┬────────────────────────────────────┬────────────────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 │2 @ 0 ││ - ││ │axis 2 │axis 2 │axis 2 ││ - │├──────┼────────────────────────┼────────────────────────────────────┼────────────────────────────────────┤│ - ││axis 1│ 0.00 1.00 2.00 3.00 │ 8.00 9.00 1.00e+1 1.10e+1 │ 1.60e+1 1.70e+1 1.80e+1 1.90e+1 ││ - ││ │ 4.00 5.00 6.00 7.00 │ 1.20e+1 1.30e+1 1.40e+1 1.50e+1 │ 2.00e+1 2.10e+1 2.20e+1 2.30e+1 ││ - │└──────┴────────────────────────┴────────────────────────────────────┴────────────────────────────────────┘│ - └───────────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; + {| [0]: r3x2x4_a shape 0:3|2:4->1:2 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ b; [%expect - {| - ┌────────────────────────────────────────────────────────────────┐ - │[1]: r3x4x2x3_b shape 0:3|2:2,3:3->1:4 │ - │┌──────┬───────────────────────────┬───────────────────────────┐│ - ││0 @ 0 │0 @ 2 │1 @ 2 ││ - ││ │axis 3 │axis 3 ││ - │├──────┼───────────────────────────┼───────────────────────────┤│ - ││axis 1│ 0.00 1.00 2.00 │ 3.00 4.00 5.00 ││ - ││ │ 6.00 7.00 8.00 │ 9.00 1.00e+1 1.10e+1 ││ - ││ │ 1.20e+1 1.30e+1 1.40e+1 │ 1.50e+1 1.60e+1 1.70e+1 ││ - ││ │ 1.80e+1 1.90e+1 2.00e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││ - │└──────┴───────────────────────────┴───────────────────────────┘│ - ├────────────────────────────────────────────────────────────────┤ - │┌──────┬───────────────────────────┬───────────────────────────┐│ - ││1 @ 0 │0 @ 2 │1 @ 2 ││ - ││ │axis 3 │axis 3 ││ - │├──────┼───────────────────────────┼───────────────────────────┤│ - ││axis 1│ 2.40e+1 2.50e+1 2.60e+1 │ 2.70e+1 2.80e+1 2.90e+1 ││ - ││ │ 3.00e+1 3.10e+1 3.20e+1 │ 3.30e+1 3.40e+1 3.50e+1 ││ - ││ │ 3.60e+1 3.70e+1 3.80e+1 │ 3.90e+1 4.00e+1 4.10e+1 ││ - ││ │ 4.20e+1 4.30e+1 4.40e+1 │ 4.50e+1 4.60e+1 4.70e+1 ││ - │└──────┴───────────────────────────┴───────────────────────────┘│ - ├────────────────────────────────────────────────────────────────┤ - │┌──────┬───────────────────────────┬───────────────────────────┐│ - ││2 @ 0 │0 @ 2 │1 @ 2 ││ - ││ │axis 3 │axis 3 ││ - │├──────┼───────────────────────────┼───────────────────────────┤│ - ││axis 1│ 4.80e+1 4.90e+1 5.00e+1 │ 5.10e+1 5.20e+1 5.30e+1 ││ - ││ │ 5.40e+1 5.50e+1 5.60e+1 │ 5.70e+1 5.80e+1 5.90e+1 ││ - ││ │ 6.00e+1 6.10e+1 6.20e+1 │ 6.30e+1 6.40e+1 6.50e+1 ││ - ││ │ 6.60e+1 6.70e+1 6.80e+1 │ 6.90e+1 7.00e+1 7.10e+1 ││ - │└──────┴───────────────────────────┴───────────────────────────┘│ - └────────────────────────────────────────────────────────────────┘ - |}]; + {| [1]: r3x4x2x3_b shape 0:3|2:2,3:3->1:4 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ c; [%expect {| @@ -1728,34 +1029,10 @@ let%expect_test "einsum permuting two leftmost input axes as output axes" = Train.forward_and_forget backend ctx c; Tensor.print ~with_code:false ~with_grad:false `Default @@ a; [%expect - {| - ┌───────────────────────────┐ - │[0]: r2x2_a shape 1:2->0:2 │ - │┌──────┬────────────┐ │ - ││ │axis 1 │ │ - │├──────┼────────────┤ │ - ││axis 0│ 0.00 1.00 │ │ - ││ │ 2.00 3.00 │ │ - │└──────┴────────────┘ │ - └───────────────────────────┘ - |}]; + {| [0]: r2x2_a shape 1:2->0:2 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ b; [%expect - {| - ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │[1]: r2x2x3x4_b shape 1:2,2:3,3:4->0:2 │ - │┌──────┬────────────────────────────────────┬────────────────────────────────────┬────────────────────────────────────┐│ - ││ │0 @ 2 │1 @ 2 │2 @ 2 ││ - ││ │axis 3 │axis 3 │axis 3 ││ - │├──────┼────────────────────────────────────┼────────────────────────────────────┼────────────────────────────────────┤│ - ││0 @ 1 │ 0.00 1.00 2.00 3.00 │ 4.00 5.00 6.00 7.00 │ 8.00 9.00 1.00e+1 1.10e+1 ││ - ││axis 0│ 2.40e+1 2.50e+1 2.60e+1 2.70e+1 │ 2.80e+1 2.90e+1 3.00e+1 3.10e+1 │ 3.20e+1 3.30e+1 3.40e+1 3.50e+1 ││ - │├──────┼────────────────────────────────────┼────────────────────────────────────┼────────────────────────────────────┤│ - ││1 @ 1 │ 1.20e+1 1.30e+1 1.40e+1 1.50e+1 │ 1.60e+1 1.70e+1 1.80e+1 1.90e+1 │ 2.00e+1 2.10e+1 2.20e+1 2.30e+1 ││ - ││axis 0│ 3.60e+1 3.70e+1 3.80e+1 3.90e+1 │ 4.00e+1 4.10e+1 4.20e+1 4.30e+1 │ 4.40e+1 4.50e+1 4.60e+1 4.70e+1 ││ - │└──────┴────────────────────────────────────┴────────────────────────────────────┴────────────────────────────────────┘│ - └───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; + {| [1]: r2x2x3x4_b shape 1:2,2:3,3:4->0:2 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ c; [%expect {| "/usr/bin/env" "bash" "-c" "opam exec -- dune build @install @check @runtest && rm -rf _build" failed with exit status 1 2025-06-28 13:49.11: Job failed: Failed: Build failed